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How much i have to study about the feature extraction and feature selection in the machine learning for the model and how importan is this and what are the parts that i need to focus on for mdel traning and model building(in future) pls help | r/deeplearning | post | r/deeplearning | 2025-04-19 | Z0FBQUFBQm9DbVhRRjhRdUZjME9kdk0zaTRmQWc0Z0hkZGZzcWdSUGg0aWlPX1A3cUtMYUF0a01FTTNIWFpseHRpblJiZUV4Z0FOUWVwNG1wVmNBWTZCZmhpdHByT1dNa3I5UmFNMjl4M253THZ4ZDdBc2w4d2M9 | Z0FBQUFBQm9DbVhRZXB0cm9heThfU2hwMW9NOE11QmtkX0gtLXpQejNZVnhiMjl0V1d4Z3dReTh0bjYwUm9lV2tNLUt1WWZwVWtWVzJSeWYxU01LeWZhWF9wakp3eHB0cnRYUlRUR240MWVBbHBmckprdGdfU0ZwTDVhR19hMnlub2xlNEd5OFJ3cUVDQXlKUi1JRkhPYXQyRXZ4Q3A1YnNDd3ptSmRqSTFscl9wdHZTaXJZdzlpd1RoY2gwUGYxdHZBZTNwY0wzMGFGYllrV0sxNUNLUFRnZzdUbnJzdlAyQT09 |
As the title says | r/cscareerquestions | post | r/cscareerquestions | 2025-04-19 | Z0FBQUFBQm9DbVhReUNXUl82R3k2YUJYeE5pSzdzS0VyRUtCOEtNOHpsZGpmc2dVRVk0eHBaVzFqcGs5UW0xa2l0MlpzTnF3eC1OYmNRaDhGVTJTWFI3TG44M3VCZVN1cEE9PQ== | Z0FBQUFBQm9DbVhRbk1SSmFNUl9yMHJKaTdwS01pbFc1S0YyVWwzX0k5akhESDlBS1dacVk1ME40WExpN0dYTWczdkRIT21PMzI3VndOVkFySWhzc28yQ2FkNG1SYXVZdHI1bXlGaTNkdVN5ZWV2RGp0QzgzMkhJWEZoQ1lBTU1BVjZrbHNTUG5GQTB5RWg0QThKdHgtYl9NSDMxUFY5UF8zLU0xalFrZm9jQTRXSzdPWmtFOU10Z3owN2xPZldPVDdHbE1CaFB5VTN5MkIydjVYRTlNY0FqLWN1NVdhR2NyUT09 |
# QuickLink - Quick Access to Everything
https://github.com/hipolitorodrigues/quick_access_to_everything
## Description
**QuickLink** is a desktop application developed in Python using Tkinter with the `ttkbootstrap` theme and an SQLite database. Its main goal is to provide a fast and organized way to store and access your favorite websites and archives. With an intuitive interface, you can add links, associate images for easy visual identification, and organize your links across multiple pages.
https://raw.githubusercontent.com/hipolitorodrigues/assets-for-github/05d201a5a206537660018d2a967edd880216b5ea/images/01/img-quick_link.png
## Key Features
* **Grid View:** Links are displayed in a 4x4 grid (16 links per page).
* **Add New Link:**
* A dedicated button allows you to add new links to the current page.
* Clicking it opens a window/dialog requesting:
* **Website URL:** The web address you want to save.
* **Associated Image (Optional):** You can select an image file from your computer to visually represent the link. This image will appear in the grid.
* **Delete Link:**
* A delete button lets you remove unwanted links.
* The app provides a mechanism to select which link on the current page you want to delete.
* The grid is updated after deletion.
* **Change Page Title:**
* A button allows you to modify the title of the currently displayed page.
* A dialog box opens for you to enter a new title.
* The title is updated at the top of the window.
* **Add New Page:**
* A button allows you to add new pages, expanding your collection beyond 16 links per page.
* Clicking it creates a new empty page.
* **Delete Current Page:**
* A button allows you to delete the currently viewed page if it's no longer needed.
* **Warning:** Page deletion is irreversible (with a possible confirmation prompt).
* **Page Navigation:**
* "Previous" and "Next" buttons allow you to navigate easily between the pages you've created.
* The app maintains the state of links and titles across all pages.
* **Visual Links:** Instead of plain text, links are represented by the images you associate with them. Clicking the image opens the corresponding URL in your default web browser.
* **Persistent Data:** All your links, associated images, and page titles are stored persistently in a local SQLite database. This ensures your data is saved even after closing and reopening the app.
* **Asset Folder Icons:** Example icons were downloaded from [svgrepo.com](https://www.svgrepo.com/).
## Technologies Used
* **Python:** The main programming language.
* **Tkinter:** Python’s standard GUI library for building the user interface.
* **ttkbootstrap:** A library providing modern themes and styled widgets for Tkinter, improving the visual design.
* **SQLite:** A lightweight, embedded relational database to store application data (links, images, titles).
## How to Use
1. **Run the Application:** Launch the main Python script.
* Optionally, download and run portable\QuickLink.exe. No installation required.
2. **Add a Link:**
* Click the "New Link" button.
* In the opened window, enter the website URL.
* Optionally, click the button to choose an image from your computer to associate with the link.
* Click "Save" (or similar) to add the link to the current page grid.
3. **Access a Link:** Click on the title or on the image of the desired link in the grid. The associated URL will open in your default browser.
4. **Delete a Link:**
* Click the "Delete Link" button.
* The app will provide a way to select the link to delete (e.g., by clicking the link in the grid).
* Confirm the deletion if necessary.
5. **Change the Page Title:**
* Click the "Page Title" button.
* In the dialog, enter the new desired title and click "OK".
6. **Add a New Page:** Click the "New Page" button. A new empty page will be created and displayed.
7. **Delete the Current Page:** Click the "Del. Current Page" button. Confirm the deletion if prompted.
8. **Navigate Between Pages:** Use the "< Previous" and "> Next" buttons to switch between your link pages.
## File Structure (Example)
```
QuickLink/
├── quicklink.py # Main application script
├── quicklink.db # SQLite database file
├── assets/ # Folder to store default images (optional)
└── README.md
```
## ⭐ Developer
- **Developer**: Hipolito Rodrigues
- **Creation Date**: 04/14/2025
- **Last Update**: 04/15/2025
- **Current Version**: 1.2
---
## 📜 License
This project is licensed under the MIT License. This means you are free to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the software, as long as you include the original copyright notice and license in all copies or substantial portions.
* **Asset folder icons:** Example icons were downloaded from [svgrepo.com](https://www.svgrepo.com/).
---
| r/opensource | post | r/opensource | 2025-04-19 | Z0FBQUFBQm9DbVhRUTNyREU2am5DM0JoSThza0IyNUh4c0NkYVlJSzJBOWVWOEhUUVZhV2gxcXNEMFlJMmdiazJqWDlxUDJGUVl0Zk9mZ2N2UE9KTjE4U2czSDZJd3BUVTZ3LXg1SXZuN3NVeFZxTmhBang2b1U9 | Z0FBQUFBQm9DbVhReVdSRjRxbUI4V19Cd2xNektMaFlqNjRYNmtVak5WVEdpQzVDSDl0V2JTUGNEeXlielY2QjQ4VVdtX0plb0tuRi1XODZhenRNaEVSWnJSOExBWkRyOF9PRTBxaHRDN1htRVNGelVVNV82TXc0TFlhLUYzYVhTZWNCeDBjWHk0cEZQTUwtXzV6aWx6UE8tNlpaQkhydzVWYnNuQzBTMTE5LXpSQWtaYkN5STdnVzdKQXlXZUhEMU02V3AyWVJ0bUQt |
Hello there! I'm curious about what do you do on a daily bases at your current jobs, what projects are you conducting? Do you have personal/independent projects? What do you enjoy the most about your job? What are your professional goals/aspirations? Where did you started/previous job?
| r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-19 | Z0FBQUFBQm9DbVhRRXZqYkZjVERLemlHUUQ0MW44SkJOYnFUMktYM0xTNElvYnJiT1JWODVScHdvREh1RHlkWERueUt5TG5OSXV1OE4wUFpndkRrajM3Y09DQUFsNFJPbGZ5R051ZnJMWktTVWlLeTdGZDNHdEk9 | Z0FBQUFBQm9DbVhRaWdudmhjMEV4OVRYZUtRNWgxRHR6eWx0aUw5NkphQjBNVFJoeDFmOHhUenJyUVJzVjNJWURILVZqSlgtUUNvUTJMLVh1QlhtY0RQdVdwNEdGQmVka0xVUVBBWW9tTDlyam01dkRnT1VUbE53QVoySWJzdzNfZWFnSnNXekY0TmZPLTNaUVlDbzVPV2NoeDFkeXF1NUhzdWJXTGN5bVFidmdjUFU1S1daTjV1STRpRmpWM0EyWjYtdzNpbUp4VnJYMUZfVHBXczg2VTFNcjZ4dEQwYWE2UT09 |
Hi everyone,
I’m currently figuring out my career path in IT and am feeling a bit lost. I graduated with a degree in Information Technology two years ago, but I’ve been struggling with motivation, and now I’m catching up. I’ve done some basic tech support and coding projects during college, but my knowledge is very surface level.
Now, I’m trying to understand what exactly people in IT jobs do on a day-to-day basis. For example, how do different skills come into play during your work? What kind of problems do you solve in your job?
I’m also wondering what the most valuable skills are to focus on learning in the next 6 months. I know I won’t be an expert overnight, but I want to focus on skills that will make me useful to a company and help me get my first real IT job. Is it better to focus on something like network troubleshooting, system administration, or cloud services?
I’d really appreciate it if anyone could share their experiences with what their job is like in plain English—what tools they use, problems they face, and what they wish they knew sooner. Any advice or insights would be greatly appreciated!
Thanks in advance! | r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-19 | Z0FBQUFBQm9DbVhRemE5RHZ4YXdQNVJVSGNZRFJZUzBfbUUxUW1WbGQ4S0wxVmVHdDF4RkkwdkpLTGYwRUp2VF9VSDBGQzlUa3l1RE9CNlhGb0dwUS1kcnZyd0RoZUIyWlBkSHdrUFNNRWRDZ1k5TVdKaUFEUE09 | Z0FBQUFBQm9DbVhRdkFyX3d1eFQ0Vkt1OFlyNVowWmlKRUJodGxEX0R6ZkVkbnc0U1hTSXF2VjBzcFljNzQ4STlYUXhneE5mNkhLbTMtVFNUX3A4elk5d2xoc0xKQUQzeW9ueWdlU2lCZm1TdXo5RWlsNlVWcmh5ZWlQUHNLMlp3TnJ5NGtlOWtKZVBqVGZiV0NfemZORzV4UDFmTnRUUFFkcmxabVU5QzBOZU00M1RfMVVtbE45QllPV3h4ZlcxeGtDYlRES1lMWUNyV0Q3RHpaaW55LUdHSmJ1VjhtcVU4QT09 |
I would be careful here...You're prolly off buying $HYPE. | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-19 | Z0FBQUFBQm9DbVhRMThWazFDdkVxTzk1T0x6TUJ4R2tDNWlkWVFBZUV1R2c4NGhaNTNFeUpmTk1PQThUQ3k2X0p5ckR3dGhyTzFhOFFzMHhJODhmZVVyWXJMQlVJaDJDclE9PQ== | Z0FBQUFBQm9DbVhRb2xKT3ZOZ1RONWhjWW5WMUJ2M2wycnhXY2VjVXVfcTQwTlU2X1FBdXZ5RjRJT1NsRkNFVFB6ZnNsV1J0WHRETE82M1VsZkVXdXFBOU1xM08yMGkwa1BYNzl6OENBVG5VYjVhYi1CY09fQURLc2ZPTm9OWmhDazQ4LTk3U3IzeFAyWG1mTC1iMVRMajBjRHRRamJrZUJsSGFBVHh0U1NNOUwyMjJ6elMxNDhHZFZFSERZRXFTWVRFQ21pYTlGZEhf |
ETC was previously around 37/38 position and now it is outperforming some other coins. ETC has now regained more than ETH.
Could we see ETC take off before ETH and then propelled to the stratosphere by ETH when liquidity finally hits later this year? | r/ethereumclassic | post | r/EthereumClassic | 2025-04-19 | Z0FBQUFBQm9DbVhRU3pRazdsMUVzZ1N2clFLYmtoY2VwaWVIck1vcHNzM0lzVDlfVHFGWU9INDVYZDBXdjBDYUt0dGVSbDZWOF9wUEdsM1M2cE5kOU1RRTJzVnNvM29qUXc9PQ== | Z0FBQUFBQm9DbVhRaUN3TVBMMTliS3pTUmVOMzBveERoQzAyWERQUGtreE5qUzNsTjNWSk50alNjNHZGNmtIcHRJOEFSQlNhQkxfSXFWNDh4bjlOOU0zdThkV0xkRDJ2SGg2cGRWc3RWWnVzNlZoYllieW5BcjlfenFBdWtYc1R1aTFCc1VKNTJRVUlITTFHU0Q2ZHU1aENUVF9qQzB5clZzRmJpRjk3MXBPeDcyNm5iMk1oa0ZqZU1Ca0xEel9qcjk5UkdjcDNRQVVxY2I2SnNkTDB4NWFadGE4Ukl1MVNJZz09 |
I was doing a stock price prediction model using sentimental analysis. Not getting historical news Data 🥲 | r/deeplearning | post | r/deeplearning | 2025-04-19 | Z0FBQUFBQm9DbVhRNTQ4Ym9CUktITl91Z0xIYVhQb1R2ZFpxT1QxdjZZVDBJRUE1LTlFalBNRldJdEdTWVBrTDR1TW9xMVlvNk50YTBGS2FTdUczMG9kWXZIZ1dDS3JsNkE9PQ== | Z0FBQUFBQm9DbVhROGNRc3FuWUtzcmNQcXBlQ3FnSWxvSlNtM1AzZVBLRXFxNEVrYkVIYnZtRHhYcExKQmJNUGNYWUpMMDZkUU9JaTZpTFZPaGU2bWJVZm9oYWpCTm5VTk5UTkxjZ2l2Y2dZMFM4WFNsMEhRWldEXy1uQWNkanVBUzhrV25FMUN0bDhQN3UwVDdyeDFkWW1KdTZEVGJCZjVSQThpUVpOMU9NUUVhOXdmbWRJY25YZTBuSFQzcjUyS3pwMzR0LU1GSjZkQlphTDVUWmxydHlHeXEyUzJhQUU5UT09 |
Greetings, I am getting an error when trying to transfer DOT from my ledger after the Astar | r/polkadot | post | r/Polkadot | 2025-04-19 | Z0FBQUFBQm9DbVhRWWZseTRqR2plalJJbGRtNUJJTmo4OWhRVXpjcDRVWE1kN3NuUWN2dzJRRWlPaEF0TEF6U0p5TWJZX18zbWpZX3kyekNENmp5R2J3WVBHOHphQVlmUXBCNEd3di1rMW9QV05ybGhmSU9BcWc9 | Z0FBQUFBQm9DbVhRZGlvTEpJTEdjbGZyS1drNGctN0lCSFNaMG12dzFYdFhVRldnMWotUmV1M18zY2I5ZE9QUUhjVFhGOWxHMnV0Nlc4cjQtSjAxS3MzWFg5UmlmYmFWUU5qVW5hSExyMmRUUG5XNlB5VUFiZGZaVDZ5aU54aURCdnFBRVBqM29xNElQNGt0MDdIVFVBbnVHa19SSk4ySThRU1M1QTJzNUs4cWJ5WU9Ic0M5eUx3ODVjTTdTbUdFSHhrQzZHZUo4T0Nm |
https://www.world.rugby/the-game/laws/guidelines/16 | r/rugbyunion | post | r/rugbyunion | 2025-04-19 | Z0FBQUFBQm9DbVhReUZ6ZFd1QmQ4N2NJbmUxODN1enVIQ0ZDT3ZPSTMxRDN0WnhDdGlLTGdNWUdzcGlTMWkxU0loaGgydFlDSHM3alhRd29QYlZXYU9pS2hIX0ZnSlNDbjVpWkJNVHJtcE5BZlJZSFBfNGJHTEk9 | Z0FBQUFBQm9DbVhRS1FDV2ktcjBYNS1HekpTSVJmUVpMMjNTZVRmdWZiSnhWZnVwNEJ0cDUtVGlNOWtZOU5JdDZUMW03VkswUk9Eb0thREUzeU5zWE9LUXZMYnVwbFpINmtoOUNUbDktTmwyR3VXbE1TNy05aHZsMjExdl9iU2ZBYUNJTmVKUFJTUkFoNHlqTmdGTkFJLUozaUFjc1pLT05NcmY3QXhlWFprR3FCRjMyZDgzRTRSNkltUkFtRVQ1eklMbTU4YVdpLUNkNlNVZDRzTmtCSkdLMjJfQWx2dnZOdz09 |
This needs to be made into a flair. What a mad game the Munster Bulls game has been. | r/rugbyunion | post | r/rugbyunion | 2025-04-19 | Z0FBQUFBQm9DbVhRUkREYmxFZ2t2VG9OU1l5MWpuYXUxMDhncUZiUVZOdTFUUWNFbmg5TGZRUGYyVm9iZ0Y5d2laNnB4R2hJeXhhSFJqeTJIWms2TjRwWE9wZ3RteXNBN1E9PQ== | Z0FBQUFBQm9DbVhRQThUSXRzWDNCYTZYUU9URkNPRGp5ZVpZcFQ3dFlRSEp6VktYRXFPWXJmbl9vRExVc2FyYXJUaUViNkdab0E0NjVwaXJhODNiXzF4SHlfMGtIdzh2UmpoM3ZKa1hKVVVXV1dWODFpMEs2TmtISlJYX3RpcmZoVmVzV21tcE1PQ0VJYlFJbVNOYTlyS1JWSWxWQThvY0ZBc3hsQjZSUklxaDdQcUt5M29yY3FSSTRSTmNXVVdScWV3T0dMZVZJSkVGMlRGSlJQNTVUdU5ac2pZby1tT01iZz09 |
Comp: United Rugby Championship
Venue: Aviva Stadium
[View TV providers, weather info and previous results](https://www.rugbykickoff.com/game/leinster_ulster_2025-04-19)
| London | Paris | Jo'burg | New York | Sydney | Auckland |
| --- | ---- | --- | ---| --- | ---|
| 19:35 | 20:35 | 20:35 |14:35 | 04:35 | 06:35 |
#### Drinking Rules from u/BillHicksFan:
1 finger - a scrum half takes an age to get the ball away from the ruck/scrum.
2 fingers - McCloskey crash ball.
3 fingers - scrum penalty.
Finish your drink - Zac Ward being in the Olympics or his da being Andy Ward gets mentioned.
Finish two drinks - the Messiah (Scott Wilson) makes an appearance.
Finish 3 drinks - drop goal. | r/rugbyunion | post | r/rugbyunion | 2025-04-19 | Z0FBQUFBQm9DbVhRSDdFN294YTk3RVczMXJTa0tQOXZ6OXlVb3RGcE1IZ1l0ckpFdHdrWV9iTnJaYnI1bGhBVnZ1OS1ja2h5UTg1ZVlsTjloaDBmQ1lsY0V0cy1wcnBUd1E9PQ== | Z0FBQUFBQm9DbVhRcjdnblg1ZFp5VXYwNklGQ2lKRnV1WU5GVmpIQjR3bGliX2ZTVnp4SkdzeEtEVnAybE1KTmxac2l5OTAtRHBvQjVYQmFVM3lIdktNZ18xWWVnRTY3Wjd5VEc0eFVpNUJ1OVFib1hpN095NzlFZ0dhQk1LQk1CeTYwNW9UMVdKQTNwemt2azNyYWtMSFN4aVBDRE1CUW1uaHh3QWhmc0tzdkEyazQyZjl5RjFpY250VjZBbVBHX2hycGtUYi1mTFB5VkxpZk9WWm5NTVlCR3BJalNuOFN0QT09 |
Comp: United Rugby Championship
Venue: Stadio Sergio Lanfranchi
[View TV providers, weather info and previous results](https://www.rugbykickoff.com/game/glasgow_zebre_parma_2025-04-19)
| London | Paris | Jo'burg | New York | Sydney | Auckland |
| --- | ---- | --- | ---| --- | ---|
| 19:35 | 20:35 | 20:35 |14:35 | 04:35 | 06:35 | | r/rugbyunion | post | r/rugbyunion | 2025-04-19 | Z0FBQUFBQm9DbVhRZmlJaFRJWEhCX0ZEb1R0dGFHVFNUVGYtMHhLdmNvY0xrZVpSUkUyN2I3UTN0X0xCdndBTzlFSW5lNDQ4cXN3YWZfZ0M0cnVGRjJmUTJJbXNiRzhlY0E9PQ== | Z0FBQUFBQm9DbVhRaTBuUk12R3FSRzZZTG5vZ3Q2S09kdDdrME9aY0l1TlQwYXFzTVFsNWNjdWxBRHVQYzdGbjU5TF90MFhPOTc1ZTNMWlYzOFRZSEhiempaNlB0Vk5YSTk1eWo2REdBYVEtdGVIcG1TaWxSMHhhakJvX1lSV0RYQTFrX01hY2JIQ2hlWlNXM0tRYmRKclBiZVFERTNQRFVnckkyeTNBckVKeDhBQWY5UXcxSXFfdzFGbkl6RXVkcng3aUF1TmEydWlpcEVfZFdpUURCcC12NjU1a1MyLW40UT09 |
Hi r/webdev!
I built [Cursorful](https://cursorful.com/), a Chrome extension that creates engaging browser recordings by automatically adding zooms based on your pointer events.
Recording and export encoding is all done locally in the browser using WebCodecs. Your videos never leave your machine.
Since browser extensions can only record mouse events that happen inside the browser viewport, automatic and follow-cursors zooms do not work if you Alt-Tab to another application. Fixed-point zooms can still be added using the editor after the recording is complete.
By the end of this quarter I will release Cursorful desktop apps that support recording any application with automatic and follow-cursor zooms.
If you already have videos recorded that you want to add fixed-point zooms to, you can do so with the standalone [editor](https://cursorful.com/editor).
Unfortunately Firefox is not supported due to missing features in their browser and extension architecture.
Happy Saturday! | r/webdev | post | r/webdev | 2025-04-19 | Z0FBQUFBQm9DbVhRMGw2dHExM183elRiU21HSWREQlppY21rbGwwalNjQno2bWhqekRrRWh6cllyMk1PbXpaTG85WTI2WnB6cTJCM3FRNU4xNGhib0pDWVR6OUNad2owR3c9PQ== | Z0FBQUFBQm9DbVhRRmxWQUQ0RXZYUlZtdVVqVUVReVRFNzY0U3ZELTlsbFlQem1VMGJQeHRlNnBBSGRKenVIYlNCUGpTWTlhcGt2RzJoWGhLS0I4b010YmREbExHc1dDZzJ2TV9QTG5zUUZXT2JYT2xrc2FiZUI0NTYxcC1vdG1nbVA4clpUeUJpRXF5ZVFsb0lRdnB3NjZhaGNtM2wwTGlyMERHcnVtNDhPRUY1amduWWRHNFNncGFjeDNKNFdZQTBES2ZXaFVicld0MnVUX2VfbGQxanZSMVRWVGJXc1dUQT09 |
Rory Harte's crossfield kick to Matt Murray as Hills win 34-17 against Gordonians. | r/rugbyunion | post | r/rugbyunion | 2025-04-19 | Z0FBQUFBQm9DbVhRYWR0cDFNbFMyRHI3SmFfd2lubXE5bnMxTnVVblhoTmRUNWd5VDExX1p6dXg5dGRuVl90VnhXbF9iN0lEZUFrdzZ1LTFiOFFGaW1BbG5UMmtyMUpUd2c9PQ== | Z0FBQUFBQm9DbVhRYXFrdzVSWlhpN2JnclJQNkdiV1I2YmRpVUZqaUxKckpPTVBzYjZZbXdUMzZzd0x0Q2hyOC1jaTdDWDNJSjlxeWJnbGpjczdYNjhVODcwdGJIZ3JFX2NCWDYwNVJUQmpMUEFiVVFDSWlyNFgzUDg2a3pnU0JUSGlMbHhfM3pBRU5ILTdsUEFlQUl2bkNlWU83a09PVDlwTzc1OTRNTG9SU1pycE84bHJyWmEwRTViLW5mYWlTYm5xYnNjaU9RM1RSYmV2eTMtVDdON2tUNFg2X0RxSzNlZz09 |
# An Apology to the MoneroTalk
*From Jackie & the OPENENET Team*
To Douglas, the MoneroTalk team, and every member of the Monero community who joined our live stream: **we’re sorry for the rough start**.
# What went wrong: Our honest take
Terrible internet connectivity (imagine our router as a black hole sucking up all signals!) and a 12-hour time zone scramble turned our presentation into a frustrating mess of lag, mistranslations, and unready answers. This wasn’t the exciting “Monero in space” demo we dreamed of—and it’s 100% on us for not testing our setup or anticipating communication hurdles.
# We’re not scammers—just volunteers taking our first steps
We get why some called us out:
* **No team profiles?** We’re still recruiting! My “Stanford friends” comment was a mistranslation; we’re actively connecting with aerospace engineers *from* Stanford (and other top institutions), not claiming affiliation.
* **Empty Gitea repo?** It’s brand new! We’ll upload the first draft of our 《Satellite Hardware Design Outline v0.1》 **before 2025-5-1** , including: ✅Basic 3U CubeSat architecture diagrams ✅List of candidate radiation-hardened chips ✅Team recruitment timeline (core members certified by Q2 2025)
* **Stumbling on tech questions?** I’m 12—while I code, terms like “laser inter-satellite links” still trip me up! But our team includes advisors with real aerospace experience (more on them soon).
The truth: We’re a **volunteer-driven project**—kids, blockchain devs, and space geeks who believe Monero needs a “sky layer” for censorship resistance. No company, no investors—just open-source passion, even if our first drafts are messy.
# Our plan to earn your trust—step by step
1. **Immediate transparency push**
* Before **2025-5-1**, Gitea will have: ▶️Sketch of our satellite’s radiation-hardened motherboard ▶️Spreadsheet of 5 candidate chips (with performance metrics) ▶️Public list of team advisors (starting with 2 aerospace engineers, LinkedIn verified)
* Weekly updates on the [CCS proposal page](https://repo.getmonero.org/monero-project/ccs-proposals/-/merge_requests/577), including: *“Week 1 Progress: Fixed Gitea repo permissions—now anyone can view design drafts!”*
1. **Revamped CCS milestone for Phase 1 (7,000 XMR)**
* **Team first, then hardware**： 🔹30% of funds: Recruit at least 5 core members (by end of Q2) with proven experience (aerospace: SpaceX/Tesla; blockchain: Monero code contributors). 🔹70% of funds: Develop hardware blueprints, with BOM lists audited by community engineers (e.g., [u/HardenedSteel](/HardenedSteel) from MoneroTalk).
* No funds released until: ✔️Team profiles are publicly verified ✔️First radiation-hardened component prototype is bench-tested
1. **Ready for Round 2—when our team is ready** We’ll only return to MoneroTalk **after assembling our core team (Q2 2025)** with:
* Live demos of our satellite node software running on a radiation test rig
* Signed MOUs with 2 aerospace partners (for hardware testing)
* A clear roadmap for how *you* can contribute (even if it’s just reviewing our code!)
# A special thanks to Douglas & MoneroTalk
Douglas, your tough questions about team credibility and fund usage were exactly what we needed. They reminded us that **trust is built through daily actions, not just big ideas**. Next time we’re on stage, we’ll have:
* A stable internet connection (promise—we’re testing with a backup fiber line!)
* A slideshow of actual hardware designs, not just concepts
* A Q&A where every answer is backed by open-source proof (links ready to paste!)
# To the skeptics: We get it, and we’re listening
If “Monero satellites” sound like sci-fi, we get it—we thought so too at first. But remember: Monero itself started as a radical idea 11 years ago. We’re here to build its “physical-layer firewall,” one step at a time:
* Phase 1: Prove we can design a radiation-resistant node (7,000 XMR)
* Phase 2: Test it in a thermal vacuum chamber (8,000 XMR)
* Phase 3: File for ITU spectrum licenses (10,000 XMR)
We won’t vanish, dodge questions, or waste community funds. Join us on [Gitea](https://git.openenet.cn/MoneroSpace)—tomorrow, you’ll see our first code commit, even if it’s just `print("Hello Space!")`.
# Final promise
This was our first public talk, but not our last. When we return, it’ll be as a **verified team with tangible progress**, ready to answer every question with openness. Until then, we’ll be the loudest listeners in the Monero community—because we know: *we don’t deserve your support until we earn it*.
Thank you for giving us a chance to try again. We won’t let you down.
— Jackie (12, still learning, but committed to doing better) & the OPENENET Team
[OPENENET-MS01-MoneroSpace-Decentralized-Satellite-Network (!577) · 合并请求 · monero-project / CCS Proposals · GitLab](https://repo.getmonero.org/monero-project/ccs-proposals/-/merge_requests/577) | r/monero | post | r/Monero | 2025-04-19 | Z0FBQUFBQm9DbVhRNmhCSXRVa2lnZTl4c2lGeGcwLXp4TTdScFplbGhrdlRJSkdmb0Y0R1NodEN3RFNwQlgtXzdiNmtlS1NIN09fRGwtYV93aTRjYXR5aEIyRHh5Y3QwUHc9PQ== | Z0FBQUFBQm9DbVhRNzBzRTNNSGR5Ukd6Q29nUVFDXzI3RDctaUljYi1GU1h3WU10Rm1sQnkzVVZsdDEwSkpQWFVZZjd3elhQWkc1bl9jZ2ppN283NlFybUo4blZlUkdTWUhGaW9SRjV6MGFjdko2UEE3MmMwM2NaQ055bEZZNGl4MWFDYloxZE12cGt3a0t5M2tBV1I4VTdtcUpUOEcyaDlmV1diLWFPVG5pWk94Wl9ibE0wZjI4PQ== |
This place has clearly been taking by right wing larpers. Whatever happened to just "hey, I like bernie, HBU?"
Its like you guys are 50% russian, 50% right wing, and 50% "I support left wing policies such as medicare4all and a $15 minimum wage".
How can you undercover MAGA folks live with yourselves, leading these double lives? Where do you find the time to do all this detailed research on left wing policies and issues, and then utilizing that info to criticize democrats from the left? Do y'all really not have anything better to do?
Heres a thought - you want to be a Orange MAGA chud? Fine by me, just do it the old fashioned way - by going to Trump rally. And doing other right wing stuff. I dont know all the details of what that involves, but YOU certainly do. Because you are right wing larpers.
Lets make it an exercise for the reader - YOU, the right wing undercover maga troll, go figure out some good right wing activities to do. I dont have the time to research all this shit.
Just dont come here, to OUR Bernie sub with your sinister intentions to get us to turn against the democrats by pointing out all the ways that democrats have failed the left.
Of course it was probably inevitable that trumpers would take over this sub, after they banned TheDonald.
In short, I dont think I can be a part of this community anymore. And I've been here since the beginning. I'm gonna have to unsubscribe. | r/wayofthebern | post | r/WayOfTheBern | 2025-04-19 | Z0FBQUFBQm9DbVhRQTBFSnUwa0wxRmhpWUF2R2RaYXIyREU1UDBZa0twOFFtcjkwZ1g4MWh3X1pjelZicUNzcDFaeW5XSmE3azI3NUZZZFpSUTUycGJJcUxhdjM3SkJLRzcxRmRjR0QzS3Y4N0NOdVkycHBhMTg9 | Z0FBQUFBQm9DbVhRSjQxdkI2UC1Bc3RhbUhYQV92YXdYVGt4bW95RVRhZHJ6c2RhNG05cUJmSDE3VjVCcERkMC03OS1HZzRac2hSM3ZUd2tWYjM5djNqelU2dER1ZzZSV2FZamFQVGhCMjNVOGdhd1o2WXhiSDJBYkdSbGNrSUJXejYtQ0NVeWdtUzk5akprcnQ1d3FQTERNakhDc2ViMFk5ajhoYTBLbW9BdmtxYWVhVkdSdW5maU5IcEk3YTZZN0hjVnZPNWFrcF9Ta0xhR08tckVsaVh0X005cjQzMlFodz09 |
I'm currently writing an R package called [rixpress](https://github.com/b-rodrigues/rixpress) which aims to set up reproducible pipelines with simple R code by using Nix as the underlying build tool. Because it uses Nix as the build tool, it is also possible to write targets that are built using Python.
[Here is an example of a pipeline that mixes R and Python.](https://github.com/b-rodrigues/rixpress_demos/blob/master/python_r/gen-pipeline.R)
I think rixpress can be quite useful to Python users as well (and I might even translate the package to Python in the future), and I'm looking for examples of Python users that need to also work with certain R packages. These examples would help me make sure that passing objects from and between the two languages can be as seamless as possible.
So Python data scientists, which R packages do you use, if any?
| r/datascience | post | r/datascience | 2025-04-19 | Z0FBQUFBQm9DbVhROVJtaFAxVXRFYmM4bmhDc1gyNWRSc3N5WmlfUVZOakJlZTJ6ckhRYnF4SWNJUG83ZUViSlhrN090NjVCMlVHR2pmUE1xVzhxSjFvQktGc3ZZSmY3T0E9PQ== | Z0FBQUFBQm9DbVhRUGpvbFZRTDhjd0s5NkNqMEwxNG1PU0J1cklHYllmQWNFOWRMa2ZxZ1lQeGpobVZma0UyeE5DZU5hN0NEaEVjbi1XZENPQXBocVZsUGlDMVBhc1ZEZmZ3a1U3c1R3cGxHU040ZEJLQzVzdlJ2QU1wcS1hT1JnVzNranJ2ckxLb1hhMVU5cG1lZE5zREhycmlKNjJjYVk4ZS1oaUR0dWpfck5CR1l6N18xVHRPUHZxTzRiaVNOYk00enlIX3VLTVVkeVVhOG9US21Xck1najNLTjJlX3pTdz09 |
**Hi everyone,**
I'm a university student studying Cyber and Information Security. I'm passionate about **cloud technologies and data centers**, and I'm currently looking for **free or discounted exam vouchers** that come with **official certifications**.
If anyone knows about any offers, student programs, or upcoming events from **Google Cloud, AWS, Oracle Cloud, IBM Cloud**, or any other provider — I'd really appreciate your help or suggestions.
Thanks in advance! | r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-19 | Z0FBQUFBQm9DbVhRWmNfWjVSUFZNbWFYYWhZV1hQZ0FQQ1lmMzBvVGlBY2NXSW45VzJjQlN6YVdBZ0dtUlNPaDZMOGo5VXZEMjU2Nlk3OE90dVpOSWkxRDk4Vkx0V1ZxbUhQM0NMRGtmQ2hOZlJObDV3RXFqcjA9 | Z0FBQUFBQm9DbVhRRGlMcW9scFJsX2NWYVU0VGx0ekM0WlloTjBDR1pTMUxzVW5wT3UwcXZpLUppdWhVZUtQZ1Jac3JqZWJjM1duTmRKdVo4eENhWkFlSTg5Z3h2ZVJqZ0lidF9vN3hBQWhZaVdJOUF4Nnl6eVdXSTc2emtGQWQ1YjIwQ3o5M3hWbGlzeWJBZE12M0tDTDByVk5nd2VRRHFtMHI4dGxScldQWU9HZXJ2TlkxU0dWYnRSekMwNFNyQV9CejVteHp4dTl1VWNRSGJDNW5ScWt6QW1wcFduQlFKQT09 |
[LINKTREE🌴🌳](https://linktr.ee/PhantomTM) | r/btc | post | r/btc | 2025-04-19 | Z0FBQUFBQm9DbVhRY1hEX1J2ejFoLUFJY1I0QThQV0U1VWtSZm11VWVWY0lnanA3TlF1c0RvU0xjMVdIaDFaZ3lFOEFpclBhNHlnbjd5c0c4V0hVWHNiU0YwTzlPNF9EQ2c9PQ== | Z0FBQUFBQm9DbVhRT3FtMEIwYWUzckx5Y016bV9MV0RXMzZvdkU5b3VVUDJ0aXc4ZGlGYVBSTF81czh1N0E2QnZRUDN1MUJUUFFmSXZMN1Y4VzVla3NIclU3Q09SeWg2SUNNZXM1d0lnYnNla1ZrSnRGdFd5ekJORUJ6YTBiQ3pyM2d0VG50ZEdfTVdFNmZza3NlMk9LaHJmaEE2QU43d2xFcjBBc19UZ2NUWWZfRWJ0blNuSUdaajRFMHhvQ2V2Rl81RHc2XzkwSHhD |
I'm curious if anyone has any insight. When connecting via SSH to a Cisco box it will normally return a string similar to "Cisco 1.25" or somesuch, but I assume that is just obfuscating the upstream source being used. I'd thought Cisco was using upstream OpenSSH daemon, but this article claims most Cisco boxes are using Erlang SSH.
[https://thehackernews.com/2025/04/critical-erlangotp-ssh-vulnerability.html](https://thehackernews.com/2025/04/critical-erlangotp-ssh-vulnerability.html)
Perfect 10 vulnerability. All my Cisco IOS-XE/IOS-XR/NX-OS boxes have highly restrictive ACLs and are not internet facing, thankfully.
Edit: The article above may be conflating the programming language Erlang with the Erlang SSH server implementation. This Erlang page from 2019 claimed "[**Cisco** revealed that it ships 2 million devices per year running Erlang at the Code BEAM Stockholm](https://codesync.global/media/https-youtu-be-077-xjv6plq/) ".
[https://www.erlang-solutions.com/blog/which-companies-are-using-erlang-and-why-mytopdogstatus/](https://www.erlang-solutions.com/blog/which-companies-are-using-erlang-and-why-mytopdogstatus/) | r/networking | post | r/networking | 2025-04-19 | Z0FBQUFBQm9DbVhRSGY0MVRKVFQ5NjVTSkxUZHBBNlNteHBqWWFVcUFydUh1VmYwbEhId1M5LVgzYl95dGlHZFkwTk5vTzMyTHMtaEtaRTV5Sm9PeW1ESm84Z3BKeXRCRXc9PQ== | Z0FBQUFBQm9DbVhRSFkyMVpldnd3YWd2R1VzWEtHa3BUbnpMQUt5VWJjV0RQVE4zSVRNRlQ2RE9PQ21ENWdJTXA3Q2VHZUlkY241YnhRODJ6Yk4xcGVEbEc4a3BkdXNwSWhnbDRONm1xVTFORUdKWHVzX1VXc0xhTU5kRHNadFZNVXczc2RSUE1zamYxNnZ1dml1aTJrTF9xeXFFRV9qeHlwRVpkZXJuNWl6REhBQW1IQzNzOS1rLWlKMDFmeTl0TzdvVmZoUHJlcExSTTV1NjVkTWtlQko1UjluYTFWdmhGUT09 |
I use Label Studio to mass label my image data, because of the certain requirements that I have to use a rectangle window to specify the boundaries.
I am looking for a sort of a bulk editor which can allow me to quickly go over 700 images and just blank out or mask certain portions of the image really quickly. Any any tool that you're familiar with which can be used for this. I am on Mac. | r/machinelearning | post | r/MachineLearning | 2025-04-19 | Z0FBQUFBQm9DbVhRVG11eHQwOS00aGljdkNXYkR0aERwOXFNb0Z2MGtMTmtXYktaRFdKVTh1RVhYQ1luZ1lsMmZCdjV5UUxwSWJWZUZ2R2psLUJQRWtoWEJlOE9MMzBxOHBoQVp4UTM2VXlwQWlhX1VuVzY1dlk9 | Z0FBQUFBQm9DbVhRLXM4NTc0RHlaUWRMQS12ZG1Zdjc1UUxBWHV4MElWU1ZlMFRHMU4zNGdULWFVUURjaXl6bERqUHRTWU1TRk82ck53allXSTRwNzFKQUJENkpnZnhGN0VOcmNrMGUtU2lfSjFzcmxhcjZ6cVp5SC0tRVZiZGNzaHpxUl94Y3FQVGpxX01rcjluV0FrTVZoNEozWDlrUE5qdjNFeS1oYldaNmQ0V3FmbkxWX2FhOUpkaWR2eHQwRlN2VzFEc1pFSWE1RVM3VmNHcHM5OFJzc0JqSXNhZ1puUT09 |
Comp: Top 14
Venue: Stade Félix Mayol
[View TV providers, weather info and previous results](https://www.rugbykickoff.com/game/clermont_rc_toulon_2025-04-19)
| London | Paris | Jo'burg | New York | Sydney | Auckland |
| --- | ---- | --- | ---| --- | ---|
| 20:05 | 21:05 | 21:05 |15:05 | 05:05 | 07:05 | | r/rugbyunion | post | r/rugbyunion | 2025-04-19 | Z0FBQUFBQm9DbVhRU2dCdmYxZW5ROEtIMlQ0T1ZQSkgxSC0wOWw4R2dqVHBFMTE0Vl8xbVlIMVNIMGFTeXVGZUh1cDJadW8waHNGS1N2LTFxbmQxWFItaXpjaDIwQWprMEE9PQ== | Z0FBQUFBQm9DbVhROS1HX1ktckxWdEpOM25XX3ZHbHh5WlpRcHlJbVdsbW5KMUJLaS02NEpIWTBhVDVkWXZWbkhEY28wVFpQRkltc1JZNmRScTVDcGFuczk3TThwakxpMzJCal9jOTNMbUFrWGt1dWNESVJUSVlMa1lEUi1OWkIwSHhnN0tmWTBCaE1tdm5vekRzOFU1M1FZNENXQmVtX0tpVG11QzNXMFRvU283MWF3b3YyUUhOMmRJWUIyN21GNnJHVGJMZ2ZBQzhq |
I'm training a Deep neural network to detect diabetic retinopathy using Efficient-net B0 and only training the classifier layer with conv layers frozen. Initially to mitigate the class imbalance I used on the fly augmentations which just applied transformations on the image each time its loaded.However After 15 epochs, my model's validation accuracy is stuck at \~74%, which is barely above the 73.48% I'd get by just predicting the majority class (No DR) every time. I also ought to believe Efficient nets b0 model may actually not be best suited to this type of problem,
**Current situation:**
* Dataset is highly imbalanced (No DR: 73.48%, Mild: 15.06%, Moderate: 6.95%, Severe: 2.49%, Proliferative: 2.02%)
* Training and validation metrics are very close so I guess no overfitting.
* Model metrics plateaued early around epoch 4-5
* Current preprocessing: mask based crops(removing black borders), and high boost filtering.
I suspect the model is just learning to predict the majority class without actually understanding DR features. I'm considering these approaches:
1. Moving to a more powerful model (thinking DenseNet-121)
2. Unfreezing more convolutional layers for fine-tuning
3. Implementing class weights/weighted loss function (I presume this has the same effect as oversampling).
4. Trying different preprocessing like CLAHE instead of high boost filtering
Has anyone tackled similar imbalance issues with medical imaging classification? Any recommendations on which approach might be most effective? Would especially appreciate insights. | r/deeplearning | post | r/deeplearning | 2025-04-19 | Z0FBQUFBQm9DbVhRSlR0SDk4eWFwU0hrbU5sUm5YMzVIa1B4QmFxR2wzSHcxRUhoT1lOSGxRZ0VON0FIRnllWUY2RDgzNVF6MG1sT1F5ZG9URGg1emF1NDdtTmJnOXFTbEE9PQ== | Z0FBQUFBQm9DbVhRWmdWWWhuT0stSTI5WDlXdjQyVTNoaE55ZGptdm5WcHpXdEkwUG9sUTZ1YTRlR1RhZEhoV2VlRDJrank1aDhadXI1dE1FN0Eyem1MUjR4Z0U2VHpCeTJBbVUwTUtRQ3lYR0FMd0tfVGRLYjdXQkRHQTlUNHJpOUJ1eFlFb3FPdUxUb3RndXBaTllYcFBpa0x3d01yWnpMTGMyekVSNkVDNTBPRlJsYmhLWTBTNW92a2s5UC1STnJSUmxzcE5LdmFu |
Hi,
I've been working as a junior for 2 months (before that, I had a 3-month internship, but I didn’t do much heavy work — mostly fixing minor issues). Right now, I'm getting quite a few tasks involving PowerShell or AZ CLI scripts and creating my own pipelines. I'm learning everything from scratch, so I don't fully understand it yet. I try to study at home (I’ve learned Terraform, and now I’m diving into Azure DevOps, especially pipelines), but I feel overwhelmed. It frustrates me that in order to understand a task, I need to make detailed notes and use AI to get things done — although I don’t just copy and paste, I really try to understand how and why something works. I get that the best way is to search for solutions on your own and experiment, but since I’m still new and also pressed for time, I use AI.
Did you experience something similar at the beginning of your career? Did you also feel this kind of pressure or overwhelm? | r/devops | post | r/devops | 2025-04-19 | Z0FBQUFBQm9DbVhROU9najhDazJUVTExTnZ0TnhTNndKYlVjSEptbG53QnZRRlVsWm90bHFxbE1kNzZYOGJ0VVRxQ0Z5eklvSzBGTEpDcjNvUlpYVS1MY2J1RmFTZG03OWc9PQ== | Z0FBQUFBQm9DbVhRckFpWUFNa0N6S19TUzM2ODBzOE5PNk9jSUNZVnhfa0lqdVMwMFM0Rk9pRGpocEE3SWRnLUhHLTVlaElIUVNCTTJMeVVpelg5UVM4U05yQW54NFFDRVJORXRRTlFaVDlobnRZanVPTmVSRGktYmxZTVZjMTVDcjFwcFhhUllSdlRaUnAwcmFBZGhxZGZ5SFpaM01JdHo0ZjhndFYwcnhhektBa29BLVltMFJZPQ== |
Hey, I wasn't sure where to ask this, so I figure this is as good as anywhere.
So, I'm using InputLeap between an iMac and a Windows PC. It works amazingly well, but, I have a separate mouse connected directly to the PC for games and other things (I use a magic trackpad 2 with InputLeap)
So, my question is, can I run another instance of InputLeap to connect the mouse I have on my PC between the two? Or is there a better way? I would like to use both the mouse and the trackpad, and don't want to connect the mouse to the iMac because it interfered with the trackpad when playing mouse heavy games.
Sorry for the wall of text, but I could really use the help! Thanks! | r/opensource | post | r/opensource | 2025-04-19 | Z0FBQUFBQm9DbVhRcW1qVjc3WG1fRGQ5SWdHQWI4dlBYRUdPU2ZSaE1Oanl1c1JJSHZjWDFhcThpZEE0ZEZWV3ZKQTlkTng4aXZGTmtjZ3l0ZldkV2hITU96N1h4R1gxZ2c9PQ== | Z0FBQUFBQm9DbVhRMHhqeVExdDNUOWdvSW9weDQzS21KX0ktTWRfQlI4d3B2ckhGYTdtQWQxVWs3YXpHSG5NSE1rOXdnZlcxVVROMmVRbVVvUE53Vk0weW51eTJHVkVwTFh2Uk9OWmtZTFctTmRScV81SmNUaldtVHQ5NHFKVUlyNlZYWVNmM1J6VEttamlTV3luZ1VFU3NjLV9Oa2lfX0RUaTFBUDRBTmstWFFxSmdZNGtUd2VnPQ== |
Comp: Top 14
Venue: Stade Jean-Bouin
[View TV providers, weather info and previous results](https://www.rugbykickoff.com/game/stade_francais_toulouse_2025-04-19)
| London | Paris | Jo'burg | New York | Sydney | Auckland |
| --- | ---- | --- | ---| --- | ---|
| 20:15 | 21:15 | 21:15 |15:15 | 05:15 | 07:15 | | r/rugbyunion | post | r/rugbyunion | 2025-04-19 | Z0FBQUFBQm9DbVhRdXFlTk5INVpGa2cwRlN4OFZCdGtGakh5TjBXMWFGd3NIeTNxeDVZY1FqTkFSXzZMNDVhbTdFT3NNaWJ4cUV0cFlfdnpWeENEQUYxZWhhbkNCNVl5SHc9PQ== | Z0FBQUFBQm9DbVhRODFSYjJkaVkzcHc3MFJUdjAxYmtaMEtWdWFoa21qem5YTUh2WGkwdVdndWMwUHk0UGlQWVA4OTltZmM5ZkZfMGxCYkdad3MwdzZfZVJETW9uOXdfRlZIdXdxNHFXTXFYQ2dpdC1ocDZhaVd5Njd0Wkk4QTJBWllTWVV3c1pvTVNjNEV6MkthdVVLNEgwajNuY0drb2Zka3AxZHlVS2lkQU4xS0x0aDZ2Y1JkNjRPRGVnS19FNEJOSnFIeFlEUEJJN0x1VGh6eGZWYXVnOF8yRVpOWlRjQT09 |
I've been working on a new sequence modeling architecture inspired by simple biological principles like signal accumulation. It started as an attempt to create something resembling a spiking neural network, but fully differentiable. Surprisingly, this direction led to unexpectedly strong results in long-term memory modeling.
The architecture avoids complex mathematical constructs, has a very straightforward implementation, and operates with O(n) time and memory complexity.
I'm currently not ready to disclose the internal mechanisms, but I’d love to hear feedback on where to go next with evaluation.
Some preliminary results (achieved without deep task-specific tuning):
ListOps (from Long Range Arena, sequence length 2000): 48% accuracy
Permuted MNIST: 94% accuracy
Sequential MNIST (sMNIST): 97% accuracy
While these results are not SOTA, they are notably strong given the simplicity and potential small parameter count on some tasks. I’m confident that with proper tuning and longer training — especially on ListOps — the results can be improved significantly.
What tasks would you recommend testing this architecture on next? I’m particularly interested in settings that require strong long-term memory or highlight generalization capabilities. | r/machinelearning | post | r/MachineLearning | 2025-04-19 | Z0FBQUFBQm9DbVhRd3pGUHZoNnVGNzloRVVWa1BKdFMwU1NIS1B5TmhKMzlMVFlick96cGVSRlFHR05faTdSbTlaeHpLZkhIdndfTWI4bGFRSnlzdml4NFAxQng5LVdoZXc9PQ== | Z0FBQUFBQm9DbVhRUEViT19fUUpRREJaQVBNRUpnVjd1V3gxSzljVmR2RzFESXVzLVN0WHpvcG1PQTJpWllHN0NWTDh4U3VaenhndlRuWGVuMGlWcGZOTnplakxVaHlnSHUyRWVPd1l3d2k0UEhWMlRYZEVuTURpQlFwc29vZkpIQU8wZmRMSEwtck9Lb2lyWnBYT0JyZ09pYk9MMXhIdWdMeFFlc002ZWg3TXBmTXQ3RmMzY2pFTkRsUFlNV2Y1dnJxNmJlSDBMVmpMWV81WmFDWFVBVkFZRE5feUhfSnBpQT09 |
Hey everyone!
I know it’s been a **long minute** since my original call‑for‑clips – life got hectic and the project had to sit on the back burner a bit longer than I’d hoped. 😅 Thanks for bearing with me!
# What’s new?
* **The dataset is live** on Hugging Face and ready for download or contribution.
* **First models are on the way** (starting with **build‑plate identification**) – but I can’t promise an exact release timeline yet. Life still throws curveballs!
🔗 **Dataset page:** [https://huggingface.co/datasets/v2thegreat/bambu-timelapse-dataset](https://huggingface.co/datasets/v2thegreat/bambu-timelapse-dataset)
# What’s inside?
* **627 timelapse videos** from P1/X1 printers
* **81 full‑length camera recordings** straight off the printer cam
* Thumbnails + CSV metadata for quick indexing
* CC‑BY‑4.0 license – free for hobby, research, and even commercial use with proper attribution
# Why bother?
* It’s the **first fully open corpus** of Bambu timelapses; most prior failure‑detection work never shares raw data.
* Bambu Lab printers are everywhere, so the footage mirrors real‑world conditions.
* Great sandbox for manufacturing / QA projects—failure classification, anomaly detection, build‑plate detection, and more.
# Contribute your clips
1. Open a **Pull Request** on the repo (`originals/timelapses/<your_id>/`).
2. If PRs aren’t your jam, DM me and we’ll arrange a transfer link.
3. Please crop or blur anything private; aim for bed‑only views.
# Skill level
If you know some Python and basic ML, this is a perfect **intermediate** project to dive into computer vision. Total beginners can still poke around with the sample code, but training solid models will take a bit of experience.
Thanks again for everyone’s patience and for the clips already shared—can’t wait to see what the community builds with this! | r/datascience | post | r/datascience | 2025-04-19 | Z0FBQUFBQm9DbVhReTJPR3Ntb194dS1lLXp6UGFhdE1GU25TLTlLMThaT3hQRUpWV3JlemN5d0lFcVI0cHRUNHA3VFF6TTg0VThmMVBsdzZCR0NQczEyWDdOVHFaTVkxWEE9PQ== | Z0FBQUFBQm9DbVhRaWxoaDNNN29HSDZOMjhPR3ktdVB5ZlhSSTcwMm45eWNCamNKcXBfWm1GTnRuRV9wWHNlbmR6cWo1MDlkd29TWVdqZGpmWmoyQzF3YWNoNXN1bjhNdHhadTdyVXVHVVlNTmZUak9NaXNpVUxPQmFRNDZlNVNmV1dJQVJZSFhOcFlHZnd2ZUlWYmh2TVlhWnBqMkFTaUxHcGxhaHBuOWQwZHVNNll2ZVR0WXQyeUxBVEhOWUVBVzhSLXJGNUNtMGpiamtETzRrTW5lSjBRQnRnMXozNGM2UT09 |
I read that o3 can tell where a photo was taken pretty accurately so decided to test it myself. Gotta say that I'm impressed and a bit scared at the same time.
https://preview.redd.it/6yrfc6sx9uve1.jpg?width=703&format=pjpg&auto=webp&s=a749532d6c6cf9930a8b8b30daa28fcc6aad7638
| r/artificial | post | r/artificial | 2025-04-19 | Z0FBQUFBQm9DbVhRUlVSQjdoemRKQlVGVl9Vb0tUUFlQVjZsZkhxd01xdDNpLVQxTWRVN1h6TG82Q0xiZUhuemVVWjh4dm9KdjBtM3B3ZjJ0UzZodlFENGZGWjhybkxqR2Y5VkV0bWp2Wl9kVGsyVFZjVy1EeEk9 | Z0FBQUFBQm9DbVhRUUFHWk9LV25JczFHRERMbWdnV3FRMlhhVE9GQW5GWmdYVkt2ZkJCbFJXLUVfdXMtWmFlemVieFZKRXdWUXNnN09IcTdTNmdsYlVYaHI5aXFnOWtjclFMYWZfdGFoNU5mUEpqcEMxdF9BcDhwTVlCMldLUlBFZ0VYUDhlajNoY2JvUnUwa0JCNmkxZjBvZEFOU2NhcTFwajNfZWxQR25Ra1hOZmhrNF81R2VMdldJbzZPYThPRm9oZWF2eTlxREh2c0ZJTlJDWm5pZk56U3psTU84T19DZz09 |
I'm not a fan of that. No blocks found is no much more information than nothing.
Many pools like ck offer a way to look it up. To me that shows more transparency. Mining on a pool that's hit a block is more reassuring to me than hoping the poop configuration is correct and other configuration are set up properly. | r/bitcoincash | comment | r/Bitcoincash | 2025-04-19 | Z0FBQUFBQm9DbVhRV0l5bndiVGlCZ1Fld2FfbTNEbUpQb2Ntc0g4RXRZXy1kN1NiQ1VVSjJkZWZ4ZkF6ZUlXakRJMExTMEVVRkxWZ1Fmem1YUkNCX085bDNMZzlZNGhtUHc9PQ== | Z0FBQUFBQm9DbVhRNG4xelRQRHlsaElxVG5UWFc3TEJCaTNIWEZ5M1ZPZEUtb0RqTjdwSy1GclgybUxQX3BySEhRUXNrcHo2eEtNckJsbkNjdUVfUjZkZEVpd0x0ZU1SVUwxQklDZ1NUTXY0V1R6S3pZdEtsZ1RuQWRLTmlSZmR1NmJ5UW90SzBlUDVtQUg2SXA1QU1meEhBQlJrQXFQNmJPU0dQUWJ0TU1pWVhPanNVNU5CdVVBPQ== |
I searched in this sub for the past couple of hours for past posts about network performance and resources to become better at creating performant networks or troubleshooting performance related issues.
Personally, I feel like I have a good handle on network availability and security in terms of design, implementation, and maintenance. However, I cannot say the same about performance.
So does any one have good recommendations in the realm of network performance? I am looking to level up in that area but I don’t know where to start. | r/networking | post | r/networking | 2025-04-19 | Z0FBQUFBQm9DbVhRZVJSTjRQampvOHYzNUYzTVhTV2FHdG54UFB1Z0xkdVpBcW1Mb2FLWE1TMkN0UVFXWjRGVWZmdHR6SmQ1WWxJTmpVQUVMV3VWWXAwWW1wNDRvakJLNTJNaDZXbExkZXFRbmtzT21vbWUzRHM9 | Z0FBQUFBQm9DbVhRbG5yRWZuLVZCTDhISmt5WkxBMlRyX0I1VTlDUjRFY0owQVVpY25tcmhRdDA5V2FRUW9XMk5HVGxQSkxLX2d5S1Z5WTltOGU0VHNnYWxPNnFnNzlxNmdycXR1QWhpMXU4YmJRV2JIdVl5T3g1MXd0RTRsWW1CYU00cXJxN0EzREdoNlRnOElDOHFXNlUxNF9OdUpHWFhWSUNYSkRKODVVYnBFZUFNazZtWk1oWVg1akZtUkI4SS1KdDRQdDA4TFA0eGJoN0wybnlYOTlQV0tqUndvamVJUT09 |
I'm looking for a cheap server to practice my DevOps/cloud skills. I'm a student and I'm looking for the cheapest possible options. Total dogshit of a sever charging a dollar a month kinda stuff. I used oracle before but they terminated my server without telling me anything. Any advice or wisdom from seniors and fellow students is welcome. | r/devops | post | r/devops | 2025-04-19 | Z0FBQUFBQm9DbVhRbEc1Zzgxal9URS1XUzA4WlJJaTR0Zk5YTGx3N0c1LUZETHQ0SXB1ZENQcy1MdjlSN01MUkdOSkFPNGJmVi1IY3Y4NVBfbWVRVnNsM1l5NHBLd0I2eGc9PQ== | Z0FBQUFBQm9DbVhRUEpLeTloNmpvWnptUEpuU0lPM195XzdPZkdpTnBEZ0pQa2dzclJiX1ZOWTNlM0xZb0ZjTkhFWXd4aklBMlA1Q0JBSVRQN2pTUGlWaEZyWnVLelVfdlhiSUJWMkZzaUJQbHBYb1FfenRJZ1lSTW9WOEpsVVVqMVo5bWx5U1JCWlhMQzM3aFYzQVZUR0VWSUp3U09Ec0IwTGpWSDJXN2pvVlR3YWlZMkpkVkk4WFcwaVlvbG5DY09rbkNkQkRpLU54 |
Hello everyone, just like the title says I have a 7 year career gap on my resume. I finished my IT degree (in SEA) back in 2018 and worked 6 months for a quite well-known IT company before I moved to Europe and got stuck here while working part time jobs that are not related to IT.
A lot of things happened in my life here and now I want to come back in the industry as this is really what I wanted to do. I'm thinking of starting as an IT Helpdesk but don't know how's the job market so my questions are is it still possible to work in IT given my career gap? If so, where should I start? Should I get some certifications online? Any recommendations and tips are welcome thanks! | r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-19 | Z0FBQUFBQm9DbVhRbFQyY0xuVUhRQXFmLTF4cTBScVY5MS1rQkxKaVk1YjRZNTRsMnlWb3cwMWdBY3dGdGFrUEllSXozcmtIYThfX1ZidnppMHNYYU5iVlRoNEpoS2RBaEE9PQ== | Z0FBQUFBQm9DbVhRSS1rZUVYM1V0ZmpiNUpMZExFcURlSWRLcGFWWHBPY1hicnA5MXVmTUduNFBSTzdWcWVzOHBicnlUXzRHaUw2cFBJT0RsNUxvbGFjSnM5VEJONENpTDZkZ2ZBdnN2ZElkQjctQThsMUlzcHUxbWtOSFR1eHdYSGpubjZrSnd0a3RRVURNOFFtTjJXZDUwZ09uQjA3bWlVVjRidTJoNGZXUFpyeExDMHJseldoTkdSQmJrMDJlcWlvSFp5QWg5NXBEaF9qV2ZSTHlDd01GakRXZm56YjZ1Zz09 |
I was in the phantom app . I sent a small amount of money somewhere thinking I was buying so.e crypto . After a min I went to see where the transaction went and it shows me this. I checked everywhere and I can find where this money went. | r/solana | post | r/solana | 2025-04-19 | Z0FBQUFBQm9DbVhRdnp5UHNVMFVaTk4xcVgyWHlCaW9MZzdGV2VVa1dmNV9CNkFvOVlNdmVVV0QxYVNMc1JpUXZEbWViX0VYM0g1TFNjZmNkTDhBSkJ4MFhwVFJ5Y2R4d0E9PQ== | Z0FBQUFBQm9DbVhRam04eTBtZ2JuTVgwZkFDQ3RYS0NKVHV6Z1NYa01WTURiSGlDZ2FQdVZWSFJvWlZENXg5U1RnVkRucUVGZWhWY1pXMFEtQzFUT0lPSGI4WHFrU0djRTc4MjdhNnNUNmk0TGhDa3lMcUtMUFlfSG5ZMnIyZFhjNEZTcjZzQTlyWG1sYzgtVjI0dHR6WGMzR3J4V0ZDeXRUMlU3Um5LTXF1QzBOQzBlM2pXNlE2UVI1ZHZZeV9tUXFJelVxODRPeXNtZC0wS014THBvSERfTWhXRDhTeTJHUT09 |
Based on today’s performance only who would be your 15?
This is mine:
1. Gareth Thomas
2. Elliot Dee
3. Assiratti
4. Teddy Williams
5. Lousi
6. Fifita
7. Jac Morgan
8. Aaron Wainwright
9. Gareth Davies
10. Dan Edwards
11. Hamer Webb
12. Kieran Williams
13. Joe Roberts
14. Tommy Rogers
15. Blair Murray
| r/rugbyunion | post | r/rugbyunion | 2025-04-19 | Z0FBQUFBQm9DbVhRcUI4VTZiQXgzekhvaG1qdy1Jd2lvSG8wSHJjNnNzLXUyZmV6bUpsWVdpWEhHNWtVR01jcVdWUkphLUNqUGxUUzFzSTkwVDd0RjZiUDdKM0pldnpZeVo5MWtmLTY3OEt4dnZBa004dTFBTTA9 | Z0FBQUFBQm9DbVhRLXl4V1EtOFo0UElnV0ZQRjV0eVJCZlVxY014UGNiLVFBSGlGLTRjZHdZXzFlWWxCQmF2VTFmVW5aZVpWeUhlX0swX1ZvRlp1TkhsTEEzdDVNcHhfenZPS2RJMG9CWGloTkZLaFRHSEpOdjhMLUVYQS1zc2V5cWtVWl9GNjZmU0hxMXphOEE0RldDN3JvalRCRkV6cmFGUllteV9nTkhRRHFzeDRIR2gyckVUZXl6eFdSVndEVGk5VElaY0dnQjVT |
Hey! I built a free API that I’m sharing with anyone who wants to learn or experiment with something real. It’s a collection of cocktail recipes and ingredients – 629 recipes and 491 ingredients to be exact.
It comes with **full Swagger documentation**, so you can explore the endpoints easily. No signups, no hassle. Just grab the URL and start making requests. It supports features like pagination, filters, and autocomplete for a smooth experience.
Perfect for students or anyone learning how to work with APIs.
Hope it’s useful to some of you! | r/programming | post | r/programming | 2025-04-19 | Z0FBQUFBQm9DbVhRMTRnQnA0ZnV2bmFtVFprMUtKSmFKUnBUMjFqV3VTTk9palZlMUZyQnQzQjdFd2tFYzE5SUd1a2pEaW9KTkJWSU9rOEp2ZmpKR3BpaHdDVi1DaEltVnc9PQ== | Z0FBQUFBQm9DbVhRaG16ekpOOXJCSGJlOHhIbUhqTHFJQkszR0k0bjFMRUNiaHB6cy1FWVNOdEFFd1VyWXJka0VWdEdxOFQ1WGFiMlpDUGVrajF1WExoNzVUYms3dHBlNjY4WDliTDBfdjdoU0wtSzBqSGJWYkh6YzF3eWNaaEpKR0dZQjlmcG1sRFdzTS1sTWt6ZktubE1zOWFETjFIZE9HSVljd3cwN1BDMFkzWl9TbDJYWl9lSlVIVXJDV3puVU9lSXJsb0RpYnZDREtyLWtvc3VaYzBlWk00dEJDRWtTQT09 |
Hey everyone!
I built a little side project – an open API with a bunch of cocktail recipes (629 of them) and ingredients (491). Just wanted to mess around with things like pagination, filtering, and autocomplete, and it kinda turned into something usable.
It’s got full Swagger docs if you want to explore the endpoints. No auth, no signups - just grab the URL and start playing with it.
Might be handy if you're learning how to work with APIs or just need something real to test with. Happy to share if anyone finds it useful! | r/webdev | post | r/webdev | 2025-04-19 | Z0FBQUFBQm9DbVhRc1FKVGp3bHNzZVBxb25Mb2lYNVlIUWs4djN3UGNBN2NLOGJyUmdNSlNCREgyT001SXd0S2VETE9Od2NwQlAxYVgwQk1JcEt6WWJYd3pFVFQ4aEwyTEE9PQ== | Z0FBQUFBQm9DbVhRNmlOTW54QWUzNnM0dEMwTXdoYktFd3dkazZXYXhVbkkyREFXeUdLSHRDVUhTaTVuUEJUWm10aDFxT1BmdEJCb21RZ3U2c1VsRFBEWXR0bUNoOUxLQmllRWMzN09VaElwUEhzR1RjQW9SSzJiQXpjbHVSaVlkLUZET3Y1dE9DRHRpOGxQcl9EV1hjY3hJaDZOYTcxN1FMVzAzRFJqenJhamN3Zzh1dlBjNFdRYjBOWjFUZy1taEhjQi01V3oybXBf |
In the first Order \[Noem v Garcia. April 10, 2025\], unanimous on its face \[9/0\] nevertheless gave both parties to claim victory. Trump interpreting the ruling as a green light because the court did not order the return of wrongfully deported Garcia stating only to "facilitate" his return and did not actually order his return by a date certain.
While Abrego Garcia’s attorneys said it unequivocally meant that the government has to bring Gacia home. Although 9/0 several justices wrote in part dissenting opinion pointing out concerns.
[https://www.supremecourt.gov/opinions/24pdf/24a949\_lkhn.pdf](https://www.supremecourt.gov/opinions/24pdf/24a949_lkhn.pdf)
In the second case \[A.A.R.P. v Trump. April 19, 2025\] arising out of Northern District of Texas were about to be deported to Venezuela. Early Saturday morning the Supreme Court told the Trump administration not to take any action to deport Venezuelan men based in Texas. “The government is directed not to remove any member of the putative class of detainees from the United States until further order of this court.” With Thomas and Alito dissenting.
[https://www.supremecourt.gov/orders/courtorders/041925zr\_c18e.pdf](https://www.supremecourt.gov/orders/courtorders/041925zr_c18e.pdf)
One thing is certain, however, the paramount status of procedural due process.
What does the two recent Supreme Court's cases injunctive orders involving Alien Enemies Act demonstrate regarding the viability of the AEA where there is no ongoing war with the countries at issue?
| r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-04-19 | Z0FBQUFBQm9DbVhRT0FlYjdMXzhDWU5MNzNVejk3aWE0UWdXMGdsYkpka3NYdE9VRlZtajlYMnU0Qm9LWnI5UU5MUnFKWEpjclJ5QXpoVDJIV3BLcU95SnEwZmZGdUFqaUE9PQ== | Z0FBQUFBQm9DbVhRcHpjRTJCd0QxemFfLW1tUkdPUDV5c245czQ2Ykx4akZrQkhXSExTbm1LOFRqTF9WRE9mV1lxMWFxTk93ZG9nZ29wMDkxQ1A0Y2hpdUVCckJSRk9YZUJONmN1SkhrdUV6MWROT0J1N1ZkQlRuOUN4eWxJSEctQVQ0R0JXbnBKdTU0d1lKdGhiWkpIZ2RqdWY0bTZfV2xJYXB3X3Y1TER6d0RHZVpqVWVhY2JDeXpqMEpBS2Y1YUZvZWh4ekRkWHE3Tjk1Nmllb3cwanRnb0xmLWVFOWVLZz09 |
He can even cover No.8 apparently.
/s if it wasn't obvious | r/rugbyunion | post | r/rugbyunion | 2025-04-19 | Z0FBQUFBQm9DbVhRSkhpbE9jb1VPRUQwODRTUGFCNDlsY1I3TEwtejU2SGFjcWpPVWhoUWctV2Q2Tjk3bWEybURPVUU1ZzlvUGNjMnFwWFp6dDdseHNhOWY0blltS21CRkE9PQ== | Z0FBQUFBQm9DbVhRNzN4S0VwNHlDbTN3TnhnVmVPd0dMVWd3ai1WNThWM3RPdDlBVVZsaTRRVHJkV3hrM2xvYUJGN3FTWnB5eGlwZG8yUXRQUXZFZUIxaFJUZExQLXRwS2VHamRKRUVPWXA0WmVTMkFLclRJYjNvaHNDOEFncl96NVdaU1N6ci1DcHJmd0tUUmxoVUpWdW51RU9leVN1WEYwZ2RWaFhpLVBXRXkyYVNTcTI1LVFjeEJnMFV2emRQUEdfNkVaRFhmbHR5 |
Hi - new to bittensor, and hungry to learn. Rather than asking a ton of questions here I tried joining the Discord via the provided link to read more, but Discord says the link is “invalid or expired”? TIA | r/bittensor_ | post | r/bittensor_ | 2025-04-19 | Z0FBQUFBQm9DbVhRUXd0d0xSYlVjMEVNbUp5b1BvcGtjNl9URXJIenBoNVhLd3B6MV9oUHJoazdQUG9halZhWTdUbXNJVVF1Z2tLWTZyajJFdUZGdk5TOHNRaTRyYmZjNHc9PQ== | Z0FBQUFBQm9DbVhRQnhmSWh4eVZfQWxsbmZjMUl2dndjckluN2Nva095UHBKdTlSX0FPQWlnQ0JnTHpBN1J0ZTAzaDFUZXlYMWpZblVWX3VKZDNNU0NVOEU2bWdjaDhaaVdWWWlxOWJzMlNhRmlwZ2M3WHBYQzdDRmcyWWE5WW0yYl93MkVrcFNYOG9CSGJJSk9zd0VXTWduT1hIdnNkWHJCMVNnbFktZGdGVDNLdnRGNFQ5RDE0PQ== |
The conditions that spurred the creation of Bitcoin still exist today. In fact, they have become even worse and the people in charge have become more emboldened to exacerbate those conditions to the benefit of the powers that be because what is one to do when you have bills to pay and mouths to feed.
Bitcoin was designed to be a peer-to-peer electronic cash system but at every step of the way was hamstrung by the likes of Adam Back and his Blockstream cronies so that they could sell the public a solution to a problem that they created - scalability at the expense of decentralization. Centralized systems like the Lightning Network that kowtow to the very systems Bitcoin was designed to challenge, subvert, and ultimately replace.
[Zero-conf](https://bitcoinmagazine.com/glossary/zero-conf) was shot down. [OP_RETURN](https://blog.bitmex.com/dapps-or-only-bitcoin-transactions-the-2014-debate/) was shot down. Bitcoin is run and controlled by capitalist pigs who don't believe in the value or dream of financial sovereignty, but believe only in what they can extract the most control, influence, and wealth out of.
Bitcoin has been integrated so deeply into the existing financial system - the system that was so obviously and blatantly broken that it inspired the creation of Bitcoin itself - that it might as well be seen as an extension of it.
Bitcoin could have been the technological revolution that would have freed us from the absurdity of modern finance, bringing us a truly decentralized system of value free from intermediaries, but instead, it has been bastardized and malformed to fit into this system to make rich people that are obsessed with getting richer, even richer.
Chances are if the government and financial institutions - the same entities that have again and again shown that they work for the haves and not the have nots - are promoting a product, its a shitty product. A product that is designed primarily to further fuel the wealth inequality and division that has forced the common man onto an inescapable conveyor belt that continuously drains your agency and slowly forces you into a life of servitude and debt.
Humans are inherently good, but the power structures we have created for ourselves will always tend towards shitty people enacting shitty legislation that will make shitty people more disgustingly rich while the common man is forced to accept it without any recourse. This rampant form of capitalism is poison to the human condition, and will slowly but surely erode every freedom and modicum of privacy from our lives.
Monero is the antidote. | r/monero | post | r/Monero | 2025-04-19 | Z0FBQUFBQm9DbVhRVXNSekRFTjktMjZzM09jVkZIemZLZzlRRFZXNjdpUXpLWFhGSUQ3ODlrRWEwZFhWaW1DWnIzY0RkTlo5RHhuUzg0aF9ITEJvYVhZNHhHR1FEc1VfMlE9PQ== | Z0FBQUFBQm9DbVhRY2x5U2lLUEJkS3pTNDBiNjhBRkJ5dVhGTGZickxEeVpJUUl2MFVqN211bmktLVV0VUFvbzBHZndtcW5iTGFJbzJDdnVyUks3b3lwSUYxbEJ0UjduODVESW0wVFI3ak41VjZScnF1OXVIRTQ3YmNEZEY2YTJoeG9OaHhzMGFwYTJzeEpZcEprLTZTdW5EMkhvQ3BIQThna0hISFVaRFdKTkxpSlRRZzk4cmd3PQ== |
Hey everyone. I recently launched my marketing site for my new service, Accessibility Roasts, where I roast (AKA audit) webpages. I did 100% of the design, development, copy, etc.
There's a hole in the market for streamlined accessibility QA with easy-to-consume reports that I'm aiming to fill. Every accessibility agency I've encountered requires an onboarding process and tries to upsell remediation services, etc. Instead, this is more of a plug-and-play model to fit into your team's workflow and ensure you're meeting accessibility standards. With web-related ADA lawsuits on the rise, as well as the EAA (European Accessibility Act) going into effect in June, the need for this will only become greater.
Happy to answer any questions! Also receptive to any feedback on the website - I'm always looking for ways to improve it. | r/webdev | post | r/webdev | 2025-04-19 | Z0FBQUFBQm9DbVhRWU5YRVVOV3JwMFFBcElwQW91aDZkaVpWeFMzeWNFTmw1NnlyR2tOM2k1NlRyMDF4dDU2c1dSZDBibGNocE5mVFd3ck0wclRKTXl0VHN6amZlYkhObzJ6aXV4NzR0cm5rWDFzZHExQ2JmS2M9 | Z0FBQUFBQm9DbVhROC02WERIejRPRDJMaDhyaTYyRUd2Vi1HQVJrcnRQVnVpd3FPaWFvbHBKSG1LaC1zS3J2dFFEanBocENsQkpxN2hwNTItNktxZklhdXlRdUp6RGJpMHdjN2ljOGJzNmcyVXB3SFVhaG1FUlV0QkV3U2REUjR1eDMzSGdZbmRxbUJsMlA5NWhmd3RrZEJIeHlTWGViZGdaSjZQRExBS1ZxYXFQRFM1VEhVWFEwbFpzaFZ1S0oxcEhZbG9qSmFpSFVp |
Already expecting everyone to lose their shit seeing this. Have at it guys, I challenge you to research Nano before you hate too hard. Been my favorite for 8 yrs
18% Nano
15% Ethereum
15% Cronos
12% Banano
10% Hedera
8% Bitcoin
8% Chainlink
8% Polkadot
6% Atom
Edit: Y'all brought the hate!!! Lol love it, was a good discussion
| r/cryptomarkets | post | r/CryptoMarkets | 2025-04-19 | Z0FBQUFBQm9DbVhRZ3JDcXhwLXVhbGxOU1dZcl9lTml5bnYtWWtqeUNURjhOeHNFWVk0dmgtRTR0RmRqQ0U0RUw5MjBYSFFaWDh4TF9iLU8xSjVMLU5hR2pYZU5qWU9wNmhmU3JmM0tDRnRCaG1iX2xZTkxOZ0E9 | Z0FBQUFBQm9DbVhRS0xZUkNkUVROZFFmMkdHdUlfSjZCblE4VGFaanZyYS1tTTU0WjFIdXhfM3NZRXotYXZ2d2h5a0w4WmU0WjlpSjF0WE9WbnhjNTI1V1Jvbzc3RWJqTnM2c2tRbHFWVGIycDg5bnlfV2NhUEhuMTNhbnRLSkpOelh2XzFXOEtsbGFXYloyeENiLUNwdG1paVBBTEFZSFQwbTFaVXBGX1ozZmtoN3J4TkRqd2V4RG01ZGo2eHBNZjR5ZHZiRlZGRzdGdEtoNzBTOThKc3l5MDNfc3U5eS0yQT09 |
There's over 30% in fee's, then you've got to pay capital gains tax. Wouldn't really be much left to profit on of you do win anything, would it? | r/bitcoincash | comment | r/Bitcoincash | 2025-04-19 | Z0FBQUFBQm9DbVhRa2FsR0M1a0JzcEFHUEN3a2NHdGFmZmQ0OS1hUldMYkU3ckdrZUtFSHN0bldtZDIzMDRKTFQ5Wll4TXVzUWVKbko5VGNGS0pNa1ZVWHdhSEZIQmxYYUE9PQ== | Z0FBQUFBQm9DbVhROHJUblFHekxSWmtZNWFuZHZFd3IwRFBsbVluNHhoTkpsTldqdDlNX3cxZ1hXQ3JRWFZxTGhFaXpFM0Q2anNHVDAtY2lvMW9XSGVtamVPRmtuZ0hPaFBKTVIzZlc1NFRpRXJIMTVvUS1SamlXU0dMVjFqQV9sZVlVLVhxZ0V5ZEl5UDNOcEtWUVYtMFdCeWp1T3lRNkxtbExiNjdrOXFYNlZfRWsyNVJIbWJ6RnJibzRxdndRbVBMUmY3VU9oX3c2Rks1NlIycERWdGhXQkdnNDVLeEMxZz09 |
Hello, UK based but carrying out a medium-sized network install in the US, specifically Miami. Can anyone recommend any cable suppliers in that area, an electrical wholesale chain store I can purchase in person, or a reliably fast shipping online US supplier? Thanks for reading | r/networking | post | r/networking | 2025-04-19 | Z0FBQUFBQm9DbVhReWM4RTQ0eG14a05hQzMxYXJrbEIwQ2F1eVdsOTgzano5cy1PWjlhWVdYOERQQkxiMUZwOC1SaXpRSXFoeGlYdlNRYjN0RkhVWWplbVR3WlRqWWhncXc9PQ== | Z0FBQUFBQm9DbVhRZkRXOHZ5OGxldllxQ3ptQjRGb1RjU1Q5M1FpWGNQT2pibUt6d3dKRjM1aWc1QllnU0VacS1ON0tMNUVPd25tOHZyUXFaSFRaRXBoNjBqX3FQYW93OWs5Z0U4MVRic0QtdGowSVdJU1FfMzBmR2pVUWRFR0taUUszbXkyZ0Q3UWdXMEZDa1JVbTVsNTg4WnJMTFNoZ2pTZXlVNHhBa3VKS1VIbEI1a29CUEwzWjRUQnBuZ3ZDWVZUZHY1cm56eFdn |
I know that bitcoin has become to largest cryptocurrency, I fell that it failed to fulfill its original purpose, which was to create a digital currency that could replace real money. The reason why was because it was designed to be deflationary, and that inflation is one of the things that drives consumer spending. Please don’t downvote me to hell for this.
This is a repost from r/bitcoin after my post got removed by mods
Edit: fixed some spelling and grammar | r/btc | post | r/btc | 2025-04-19 | Z0FBQUFBQm9DbVhRcW02cEItaFhoS1NBZzhtNGR2S1lYU01UT3JVNHZqQ2NRcEtzSTBvSk9majVxWWlXV0tnbGJFdzg0eEs0SzRNX01ibFhXUFRFVUdtT3NKcnZrOTJuTWc9PQ== | Z0FBQUFBQm9DbVhRc1UxLUgxVUdzeUNWZE5SOGRyNWt2UTNkQUh1d0d3YWhrMnFiWmkwUjNRczE3RHhlMmYyX0VBbG15LUJRYnVqSUFDdzN5N3FhajQ1WGZ1WnVOZWh2ZENxYTdyWjI1M0dTWDl4dVlTSUJsaC1TRmJEUVNubjNERG5aYlhaRUt0Tmt6T1B1TFpzM1RER1E1bmdYNHZnUE1JaVNSdHFJYllZRXRzYkw5Q1gzeG9scl9wbFhNbVM4YTJXM0QxWHRyQTli |
yes | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-19 | Z0FBQUFBQm9DbVhRNmZNUmFVSTlSbGJyWGdjZG1CRHc1azZzaUNTSzZRU3YxYmJlX1Q1TGt1WWkwNDFCb0NaVG5Kel9nZ1V6Y2l3amlMVFRKSTdxS3hXX0ZpcUFtREItLXc9PQ== | Z0FBQUFBQm9DbVhRbktUQ1JlTlVRUThVUURsRGs0QWdxRXNjS2hkaGxjRVpYWlp4ZnFjbFVjWlYxTjRLUGtXQlVIOFA0MGtCQ3hGckxkNmZlS3dreVJPRWpaS184Q3B3SGJLdmFQSnVLUHhHUU5fajFYTnN5SmpMTnJDVlpyVll5bko5TG5iNEhNbGJsSGNSYnVNS2Jtb2gwY1JiQlF0OEtrTGVtMmw1eG1LSXh4RmlZSVJGelhnUk1lWDlWWE53MWdGaE41OHRIUjh1UGdyXzlBUnUxeU1IOWd0aE1MUXJVS2t3T2J4VWZfRDI4SmxqRlM2VmJHTT0= |
Guys - dont click the link. Its a scam. OP, go fuck yourself | r/bitcoincash | comment | r/Bitcoincash | 2025-04-19 | Z0FBQUFBQm9DbVhRRWVTcXlTalFwZHluV2RmeExtMEZWOFVOcjl6a3dRNmhnUjhXMzFHMEJBeW9tcVZtQTZmZUJLWTlocDBwbENmanQ1QVQzbHNPWUM4a1hKalQ1V1lpckE9PQ== | Z0FBQUFBQm9DbVhRZ3R5RnB3ZXNoQ3kzcnNhTy0yRWkzc1BwaEJfdG1zeHIwQlk4MWhLbFY4UEtJSjNDeXk5RlAtaHppamtTUWpjVjIxaXBlVklLWENUV3I2TmFzOVdWM1VSYjZFOWx4RlNqS3BRaXVZWVo1VVpIWTRmei1FMi1QRWpnYlJzMEkwOURJNXc5Vjk3SjUtcVUxNFVwQ0dYYU1XRkNzTkxqVE95d01FeElDa1B5cTRHWU56RHozSlhlSkZCY3pGWXJGN0F0SDE4cmFyOXBhUWxPa3phVkxpbzh4bmJCRHNEUjF4bmk1SUh4eHF3X2VuTT0= |
Yes | r/bitcoincash | comment | r/Bitcoincash | 2025-04-19 | Z0FBQUFBQm9DbVhRNE42SmIybllLOG9VSkhaakRWSm9WS3lnemdwa2FYTm1GaE1QOEFoLUlVNFYyS05zb1RkU29EaS1tZHloM0QzdnBSbG9ScUpJaDZjUURZUHhncmZaODRkbFR0WlJOZi1sTnhXWnlNU0hCdUk9 | Z0FBQUFBQm9DbVhROXg3UFVDS1RxanZMeUh1LVR0QWtKMzNLLWFIRkU0THpwejh1RHhzTjdGc0R5RUI0SW9ZQmZiUk11UDNPYi0tR0ZEZ05uOGo5Ym0teVZ5bk1IUFhOSFFYcTJPek44OFRjcmgwVUJreEEtZmJlZ0k2SGJDbE1WMVI4cWxBcEt6VUY4UTlCbVBvT0pJVGNiaGlxdVdLVVpHbkx4c3ZLUVJTRFZRZ2hzenRaMTVSbXN1a1M0ZnJIMG9IdnV0c1NmQ3Y3cXBSOU5BU25ka0huNlgtdklLTFk5bDlkdmR3WlJqTnZMZTlGZXpfdjVyUT0= |
I made soup with my grandfather the other day | r/worldpolitics | post | r/worldpolitics | 2025-04-19 | Z0FBQUFBQm9DbVhRNUs3M19MUzVDLVgteWowY29zeVRvaHo0RGFRZ1daelNqYS14cDBwNUNWOHNXQ3JnUnF0MWdiZngxcFNtMFhhSnlkWndQRjZMQkhfaC1vdTg3X21CVHc9PQ== | Z0FBQUFBQm9DbVhRdS01cTVKU09NcWliUG8zUl92MzEtcEluTnRiRnIzQlBRUUU5NUpYNVROWGRSdFFVdXN6dGlTbzB0QmxRQXZ5R2otMHppRVlOT2ExR3VoWTJFa0VLekxhbGxyZE10VExuWG0tSC0wNy1lLTRkaDVrbVlEeG9JemRaNzhQSDROSG5sY3o0bjBjdVRncXBBdmk0TW5FWTRXS2tPNWZCLUI0YkJxYUFtdWxVTnBrPQ== |
Rarely do wallets actually get hacked. Users do and it’s called social engineering.
You either click some sus link and approve a drainer tx or install some malware.
Haven’t seen a serious wallet hack in a while.
Change my mind. | r/solana | post | r/solana | 2025-04-19 | Z0FBQUFBQm9DbVhRb0NFaHN1QUt0OG9DYmxmN0lYTzBTbnQ5bWFtbWhVdTRIcHdldDVkaWRjU1dJTkNaRGdkaTBfWkRvOWdYRWRpZE9uOTlUOEVHOTR2RmdCU2YyU1dwQ2c9PQ== | Z0FBQUFBQm9DbVhRUzNYeHVnSzF3aWtxcVVkUFB2TmF6TEFEeFg5cFR6RVVDUUtHVE1HNGhBcEl6d2RDVmV6SDNudVA3SmlvWm9fbEJHREJBTnJoZGxyUU11RkNZZzRHN1pjb2RhemRUbmxZeXRRaHZhb3l3Mm43YUdQUHo1MWExdFljcjMwSnRyOFoyZ25ZR3FPYlBYRU9Ga3hVRFpzTkplTnU5UnRyUWxIOERfZkpOZ3JRemNUU3YwYkFzaF9iZTI5bFA4V2FGdlhZ |
I'm a newly graduated licensed vocational nurse and currently work as a certified nurse assistant at a hospital. I recently applied for a job and told them I cannot start work immediately due to having to put my two-weeks in with my current position. I was told by two managers that this arrangement was fine and signed an offer letter on 04/14 stating that my start date wouldn't be until at or around April 28th. Yesterday I completed my TB test, physical and fingerprints and received a call from one of the managers asking for me to come in today. I reminded her of the agreement I had made with her and she told me "well..we're trying to get the position filled." She also asked me to come in and do computer training the following week. Because of this, I decided to withdraw my offer to work for the company. I feel that it's a major red flag if they are not willing to honor our agreement they made with me this early on. A friend of mine said that she wouldn't have done what I did and would have spoken with HR or attempted more negotiations. After hearing that, I'm torn. Did I make the right decison? Should I have contacted HR prior to withdrawing my application? | r/careerguidance | post | r/careerguidance | 2025-04-19 | Z0FBQUFBQm9DbVhRYWJENjFYTGRhbTNnU1AzZHltSnpwYm9GSnNvb0tlWF9UMTBnZ1NYRENzUjgtYmFpbWN2UFgyMmlLamJJckh0M01QeC1RU2xTY25yVi1ZVk1YbGwyVHc9PQ== | Z0FBQUFBQm9DbVhRcUhtQnZya014YmduX1ZvMU5TdFFOX2RCd2R1a3drZkNxLTBTOGFuY0VOYldJMXFDczZPR2ZFS2dJbjVoblBJcm5PRGY1QmEzU3hYS3lXZ3hhVGZIbm9Qb2R6czJVQmh5ampWa2F4MzhvSElnMHQ2UDNQanduX1ZFWDI3amNXNEVhZlc1bTF2Sl9RekhmYXg1QnNta3ZOanJPYU5sY2tJMjlsRnNENGF2eUNaM2JxQmE4ZUZ0bXNadWZSYWtVZkdQNmNvZ1FVdnZCeFptck15LXJHSFZ2Zz09 |
Thankfully it didn’t prove pivotal for Zebre or anything (oh, no wait, it absolutely did) | r/rugbyunion | post | r/rugbyunion | 2025-04-19 | Z0FBQUFBQm9DbVhRaG1qa0x1dTNvZjZ0YloyV2dZOExMMmx5Z05tSHVqdVdvdmFfWE9nSzlRcGF0d1lJdm4wMzYtRmpRQjRGZi14bVRkcnNjMGlJeVJibTBqSm95ZHg2V2c9PQ== | Z0FBQUFBQm9DbVhRa1pIMUxiQzBtR1Q5OGQ1R182ZTRRZHJsQ3I3T1lndXJ1ZzlqSE84MlNXT2E1VXY3S3NlWUtzRks5OXJFTnFGSUk0aEpOeFVWX2k1RW1oQzRYb0FsWFJfX2F6RTBTUjY2MHFCazRtSk9oT2RLaV8tX2ZVNXFCTHVWRkEtbldQRjZJal9ieGRGdy1TZ0k0SjNoOFc1LVRmVE0wSWlKdmQzS1N6OVcyU1E4S2JHRlo0QlE0ZjZZdXJ1SUFnSlpKLWFN |
I staked 1 Tao in subnet Vidiao, Valdator Roundtable21.
My balance immediatley went to 0.86 tao. That was 5 days ago. Now my balance is 0.00 Tao.
Anyone know what happend? I obv. did not do my research... Guess that Tao is gone now, but can anyone explain? Would be much grateful 🥰 | r/bittensor_ | post | r/bittensor_ | 2025-04-19 | Z0FBQUFBQm9DbVhRRlhGMnM3X2Zocld5ck1zOWxTUU41VHVHTklldTY1LXVsY2NueFBrcm42WlF6VHkwYnRSV1pLdVRfVnlTS3A4OWJwdHZpaW5XR0d3b096MVI2ZDBFS19KVFJJRkVzZG00SU1OX0wwa3U5X1E9 | Z0FBQUFBQm9DbVhRaXN5STV1cjdzSWh3TmtrbkVFTTd4VS1pcVFKeGlYRUJOVlBQU1Z3dzFTb0pOaXNXU0NJR0hiRDAydEVjZTNKQ0FUdC1PRmdjLTB5ZF85RFFIc28yemN5UkJueFdVU250UnNyYTljNDVNb2VhMkh1eHFrUWJGV3RVQXFhVHMySEVJcTl0cTlyeW9vcnEyRlJfaTBzemszOV9qX0FPM2t5Vnp5R1J2ZE5lY01jPQ== |
So, I have to make a project where I have to make a 3d ai agent learn to play football. Using openai's gymnasium module and If you could suggest me modules and other things I need to know for this.(I Know training openai's gymnasium agent in 2d space using DRL) | r/deeplearning | post | r/deeplearning | 2025-04-19 | Z0FBQUFBQm9DbVhRUjlNUUI3eEZoYjlkVGExeEZyWjlyY19KVktWU0dBaERFZmNOYi0tSmtZaW1IVzdZa3V4U3llSHM1NmR6R2NIYUctUXJWYjc0V2ZLRkNmNVlVMU9QdlE9PQ== | Z0FBQUFBQm9DbVhRRnpQdXM5ajRGczNhdlpwRFVTTW9Sa0VfZXF1a2xFRlZkbjJ1cmVNQklJaWxaQVhpVHZENGVpbVFiYTJ5cVR1MEhaTjdjRFRQeDdKcVA2RXJodWZlUjh4cjB1azIwcWVnUnU1WF9XaGtJdl9nZFpISHY5eDAxVDFuUmJGY2pfMXRoNTFIblozT200U3JtY0pWNkxBV096WWMySnQ4SWg5b2ZTcGoxOU9lRkR6ZnFQVXNjaUZLMXQzRTV0bEY0UF9NRnZraHYtNnBpR1pOYXVxemNNS0VrZz09 |
Hi r/MachineLearning 👋, I want to clearify the fact that I am at an intermediate level of the AI domain and the research is made for a master programme application and I will appreciate a lot a little help from a specialist! Below are some details if someone can help me I can provide the entire paper for an opinion. I’m designing an emotion‑aware AI system that can detect and respond to human feelings in real time by fusing facial cues, speech features, physiological signals (EEG), and context. The goal is to move beyond raw accuracy toward empathetic HCI that mirrors human decision‑making.
I know that there are some mistake that I made, such as using both LSTM and Transformers, but I want to gave a raw perspective over the research because I still do not know which one suit better. Below is the part where I highlighted the model that I want to develop
“The AI model will merge CNN-RNN-based facial recognition and LSTM (Rajan et al., 2020)
with a multimodal transformer, which implies an attention mechanism for tonality and
context interpretation (Tsai et al., 2019). Moreover, for speech emotion recognition, we will
use Mel Frequency Cepstral Coefficients, which show a 90% rate of emotion
identification (Singh et al., 2022). The CNN will be built on two mechanisms: fine-tuning
and pre-trained versions of Inception-V3 and MobileNet-V2 for better emotion detection,
near 96% (Agung et al., 2024), and to adapt it to real-world scenarios; thus, we enhance its
interactive and empathetic competencies (García et al., 2024). Moreover, an inhibitory layer
will be introduced for improving the performance (Barros et al., 2020). Lastly, we can use
Mel spectrogram features and chromagram characteristics for audio processing, which further
increase the AI's performance (Adel & Abo ElFarag, 2023) and quantum rotations for AI-
EEG emotion identification (Cruz-Vazquez et al., 2025).
Furthermore, we want to assure empathetic dialogues; therefore, we enhance the Emotional
Chatting Machine (Zhou et al., 2018) by integrating real-time emotions into a transformer-
based dialogue system. The AI should be able to generate its own simulated story to assure
humans self-disclosure (Lee et al., 2020). Also, we make it more sociable and able to infer
and tailor different facial emotions by integrating an emotion-controllable GAN-based image
completion model (Chen et al., 2023).”
| r/machinelearning | post | r/MachineLearning | 2025-04-19 | Z0FBQUFBQm9DbVhRUlYtUURLQ2NDYTJoQ1dHSDBJWW1pQWVWQWtLbXJjZU9qRFR2WkdsQ25XZmpHVFoxdGFoTllYS1RBNkNFVERINGpSd21HRXUzZzV1YklldmV0Y2RKZ0E9PQ== | Z0FBQUFBQm9DbVhRWkVkUjRqczlKMFRDUHl5aWgyQXo2WkNqZlNiMlY4Y0w5SE5KdDdMQmJGV0lYSzBKU1QyTWZmTG9GX1ZXMHA4dm1CUTh0b3o3cE9oUS0tQzdkNDNoZkxQOW5qU3N5ZVhhbmlybjg5elI3MWVGV3NCaEgzM0p5dl9ITDl6aldKM213QjMyb2FwNUdUY0hVbXZJVkRnM2IwWEtXYVVLYTlEeEFzY3NueUZ2eVJzUHZ1RU8xZVQ3NUUyUWZQRVB3Mzlja1QyakVQdlRfY2ZnV2JCUU1CMWFyQT09 |
You know, the one they promised that was gonna make all *this* (gestures broadly) worth it. | r/liberal | post | r/Liberal | 2025-04-19 | Z0FBQUFBQm9DbVhRaGtzb3JlbWtJWllYS1lkVVFDLVFTanppLUdjZ2lPRmhCeE1TMG1uUlFmWUhzNHR4R0hnZkRESUNXNVVPN3JDUW9pU1dpXzIwclhlRmtMNUoxa05EU3c9PQ== | Z0FBQUFBQm9DbVhRRXBUYkVBbTNhN1JOZGplNUVzS0VsNUFKQVVZQ1c2RGlTQ01pWTFmV0dyaEJlLUxYM18yTkdET0F1SmFhNWZaOThIRXB4VzhnbXpMMVlGVHNQRThSZUw4dWpvSzBoREVkbmhqeXg1Z2JocF9VemUteWZvd2tLeDBWWVJyalJxWmVXVnNLbHh5WTZkaVh1dXF4MmxxS1FWQmZFSHZGdm0yXzY1TVE0ZzU2N3d2MmtpalVMc2lkR1Q4VWlNSW1uVS12UFFTdnNZZGlDNnFkYnM5dEpMUVFCdz09 |
Hey All! What’s the best way to convert Solana to usdc? I live in Canada so cannot use the exchanges as they have limits on Solana and there is a chance they might block my account. Plus I am hearing some bad stories from users using exodus and ledger - they say that a hold has been put etc. Is a DEX my best bet? Approx amount is in the 6 figures | r/solana | post | r/solana | 2025-04-19 | Z0FBQUFBQm9DbVhRTmZ5cUlMbDhNVkgtck1KSlV2akxKdTBLalRxNDdQdmpoc0M5Z3FZWmUxMl8xWkRIV2x4Q21QQVZLVDBxdjJHUjcxZXd6STZ0UVczYkFnT1k2VGp6Nnc9PQ== | Z0FBQUFBQm9DbVhRU21WTUdkeFc3NV8zNTJOeENibE93UmdkMHJSYXlQUTdVRnZPNkRjSE40NC1hMmE0eXJQNGFfVlJSLXhCR09yUWd0dnNIRUF1YTF4dUVDeDczRnJaWXVVQWo3bUc0Mko5RDBZN3ZqVl96Z0Z4RktvNHJJcWFRZnFGWHdaZUFsaVNhNWIyaE85VlVYSjBjd3ZKanRkaFltYjUyNS1TQnhWTkNid1NQdFF5X1NNOXA4azBmWjM5dWtLVUtEVm54MGtm |
No relevant code picked up just yet for "Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis".
[Request code](https://www.catalyzex.com/paper/arxiv:2504.06581?requestCode=true) from the authors or [ask a question](https://www.catalyzex.com/paper/arxiv:2504.06581?autofocus=question).
If you have code to share with the community, please add it [here](https://www.catalyzex.com/add_code?paper_url=https://arxiv.org/abs/2504.06581&title=Right+Prediction%2C+Wrong+Reasoning%3A+Uncovering+LLM+Misalignment+in+RA+Disease+Diagnosis) 😊🙏
Create an alert for new code releases here [here](https://www.catalyzex.com/alerts/code/create?paper_url=https://arxiv.org/abs/2504.06581&paper_title=Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis&paper_arxiv_id=2504.06581)
--
To opt out from receiving code links, DM me. | r/neuralnetworks | comment | r/neuralnetworks | 2025-04-19 | Z0FBQUFBQm9DbVhRZlFOX0hTN25YMmt2NGxVbnVnMVh2ODBxWDlKVmNfZzFNZ01CeHVvRV9STHI0ZVg4aE5wYy1CRzBhWWdiZFhlVUdCVXMwSjRKU2hDaTB3a1ZXaV80MzJoTWp2U1gtN21icTZvM3FsbkVkTzA9 | Z0FBQUFBQm9DbVhRcm9TZU4xR0lRZVF6MWhUdUhJSUtwUDBidzFldmxLMjRIem5yRk9iM2MzUjNjajRFY0VXamVpdzR5dHYxWGJSeFRwX05YS1BHbjBwTWhBMEhNakozcllGWGNPeXU4ZlI0aDdha3MzRlVOUjljZENsZjZua291Umg5WUgxMmltaGlJX3N0Rkp4ZWQtaF9mY2FfV3pvdDI4T085bGZIZ0t5dE14QzVleDNDcjdwSmlvbWxrNlJzUWhqLUxTbzVrUWhaTmlIOG5EX09wVG5HY2VyT2xnZVFzbmhFNWM5WWM1STZnWkt5aUUzMDBiVT0= |
[https://anbernic.com/pages/shipping-policy](https://anbernic.com/pages/shipping-policy) | r/linux | post | r/linux | 2025-04-19 | Z0FBQUFBQm9DbVhRdllHNTdIM1RXejY0NlI2b0dnTzVlNklLZXBJbVJLNFRYT3FqeU5sVDBSOXl0TFlMM0xzN3ZBZkVYVlFhUnM4UktxcXJGVndQY3NvaVNfbUx3ajV3TXc9PQ== | Z0FBQUFBQm9DbVhRemYtSmdVWlgtbHY0Z3R1SDRZS2VNWVZmWUxYUGJoYW5vX3FsMzU0TXFZa2p4dnAzZ1BwVkpSZUxwWDQtdjdsTUxVRXNvdXZPYlh1RkxzVHlxSWRsSF9vUk1EMWRDS1pPRUpYVnJFM3RZbzV2Tlh6ejd4RlF1YWlIZ1hXRkNOSmVpWXp3dGQ4emlnZ1dwQ1d5dzBIYnBHa3NBeFRfQXZXT0Q2UlU4QXdyZE5hcnFLSG5ZYW1UaWpVSGxkdmhOOHdib1NrU3RsMlp5bEp6d0tVeTl6STJUZz09 |
I just saw a U.S. military guy of GWOT (Global War on Terror) age on Instagram freaking out about constitutional rights being trampled, talking about refusing unjust orders, and I get it. But if you're only now upset about executive lawlessness, you need to take a harder look in the mirror.
You want the Constitution upheld?
Good. Start here:
**Article VI, Clause 2 — the Supremacy Clause —** says that treaties ratified by the United States are *“the supreme Law of the Land.”*
That means when the U.S. ratifies a treaty like the **UN Charter**, the **Geneva Conventions**, or the **Genocide Convention**, those aren’t just international promises. They’re **binding U.S. law**—equal in weight to federal statutes.
The Iraq War had no UN Security Council approval. That makes it **illegal under international law**. And because of the Supremacy Clause, it was also **illegal under U.S. constitutional law**.
Drone strikes that killed civilians in Yemen, Somalia, and Pakistan? **War crimes.**
Targeted assassinations? **Also war crimes.**
Note on this: EVEN THE BIN LADEN ONE. You can't root for flying helicopters into foreign countries and killing people there without trial and then bleat about "laws" and "rights". It's incoherent. Even the Nazis got trials. And so will you!
These were not isolated incidents—they were systematic policy. Including under your sainted Obama.
**Extraordinary rendition**—kidnapping and torturing people without trial (including Australian citizen **Mamdouh Habib**)—was a clear violation of international law.
Under U.S. law, a military coup should automatically trigger the **suspension of aid**. But after the **2013 coup in Egypt**, the U.S. kept arming the regime. Why? Because *“interests”* always trump principles—even the letter of the law.
If you served in these actions—even indirectly—you were complicit.
Fueling the jets, flying the drones, coordinating the ops—it all helped violate the law.
And no, “just following orders” is not a defense. That was settled at **Nuremberg**.
Now let's talk about **Gaza**.
**Joe Biden**, **Kamala Harris**, and the **U.S. government** they led continued to **fund and arm Israel’s genocide in Gaza**, in clear breach of international law and the **Genocide Convention**.
The **International Court of Justice** found a *“plausible risk of genocide.”*
The **UN documented** starvation, mass civilian killings, and the systematic destruction of hospitals and shelters.
And yet the U.S. kept the bombs flowing, provided diplomatic cover, and attacked anyone who spoke out.
This is a direct violation of the **Convention on the Prevention and Punishment of the Crime of Genocide (1948)**—which the U.S. ratified in 1988. Under the Constitution’s Supremacy Clause, that makes it a **violation of U.S. law**.
So I ask again: **Do you only care about the Constitution when it suits you?**
If your outrage only began when you were at risk—when Trump returned and the weapons of war you helped build turned inward—don’t pretend you’re defending the law.
You’re defending **impunity**.
You’re defending **privilege**.
You’re defending **your turn at the trigger**.
You want justice?
Then start by telling the truth:
**America breaks the law constantly.**
You didn’t care when it broke other people.
Now the mask is slipping, and you’re scared.
**Good.** | r/wayofthebern | post | r/WayOfTheBern | 2025-04-19 | Z0FBQUFBQm9DbVhRTUZnRjFZMjJtS3lxUEZJRnpSZERvWmNPRS1UMDNjQW52ZmUwOGotZFNZWGZ1aFpmTnpIdS1sSVFaZTFocWFVcnZBLWo3UElvUHFVTlRSYW15NHFJeVE9PQ== | Z0FBQUFBQm9DbVhRRkNMRDZPYlBEZnFxRXZNU1JuNXVQSTRlTjJ1WWxYYzVGdEFRMWlJTmhsVzJLTEVZbTFXUG5ZeGN3MTVjRUJZUF8wWXc3REprZEM3cHNSQmRxV0lxZnpENy10WlYxVEt2aFVqaHdYcXlWMmIyM3AxV2tFdnJTUXpUejRyUnE0Vi1MWFY3V3YydDhfMEw4ZVcyX3dGaU9jdTZjVjZ5Z0RZWi10QU50cjVFSkJ6VXFiTXBqdWtiZmhseEZYWFM0UUVv |
If values are negative, the objective \\frac{x}{\\sum x} is not differentiable at point x = 0. So optimizing such a non-smooth, non-differentiable function is inadvisable. As to the solution, I am not sure if there is one. | r/neuralnetworks | comment | r/neuralnetworks | 2025-04-19 | Z0FBQUFBQm9DbVhRVTFlaUJBem1vVzNUdHhEYVZQbTM1T2tvYnA4d1NsZmstMlJsUGpiRG45cHBIMkRwOGZPbXRRQ3N0a1YwNzdYcnp4X2UyczNEeDhHZFJ0RHpWeWt5Q0E9PQ== | Z0FBQUFBQm9DbVhRb1FPS3hPcks2TkdQS3pCaEJxVTlUcVh1clFVWkIwUlhJX05uUExnQkxTV2JRVEVocEZ6X3o5Yy16dkFmclhzcUE0WjRub1h6RVZXd1ZRNFFfQ3lmRWxIWkNORzNtd3VrUUdteTVGXzNLT293RlZMTzBGY09pcFNiUVhFNU1EeVNKcHFPX21LelN5SFBFWG5iOUhHMHhsaGJIcTNNWkM0cGVJSDF4emtWZGVsNThvdVJKV1F5X1BYbGtiZFlyUi1wLWxuX18wZExQdHRsR3JjUk5DUk1WQT09 |
Wondering if any Exeter fans can advise how promising this young winger is? Id he likely to get into the England set up in the future or too early to call? | r/rugbyunion | post | r/rugbyunion | 2025-04-19 | Z0FBQUFBQm9DbVhRNjEyUXJ1cTYteDJFT0M5YmhVc2JiX2lnZTdkNWVKUzhaX1pHVk4xLTFCYzFwTl9EVWF3QzlfNEMtLXF0VHQzOUtPME93bXpfLU5LMVR2NU9WU1RQVC1SVWJjNTZIa3pmZDlQeEV2SzhXajg9 | Z0FBQUFBQm9DbVhRalVSUXhiYWdYaThlOC1HRXBJTmdrdXhUMW5yQVl3b09rSnJmZ09xdFpPUk55Rk5XTWpVRVBqWWt0eUdkMFlYa1gwLTlhekNHSTVaYVlaSXgzT3c1WHA1ZUlySWQ2djdkeVFrYThPQWFFNkxyWHNmXzA0OWZQLWpQMEdnT0lkaXhfSnpiN24zdnJrZDR2UHVOeGI4elpsX0dxVngzczRkMG1jQUthd1FERVFnPQ== |
I started trading in January.
Quickly leaned towards Crypto on Wealth simple.
Bought a bunch of XRP because that's what my buddies told me to do.
Fast forward, I log back into my coinbase account from 2020 and I see my $30 free BTC did a 900% return. Put that money into XRP. Slowly built my XRP whilst learning more about it. I refused to branch out. Always putting every dollar into XRP and for good reason. The more research I did the more I wanted to buy.
XRP is an insane investment opportunity so I decided to look for other really good opportunities. I've scoured the database for coins that look like they can really take off. I've analyzed these coins with artificial intelligence and essentially narrowed down all my favorites into a select few.
Here's my portfolio.
- XRP - 90%
- KTA - 3.3%
- RIBBITA - 3.3%
- VET - 3.3%
Coins I plan on adding.
- PIVX
- XLM
- AGRS
Coins I'm investigating.
- GliderFi
- LCAI
Honestly, take what you want from this post. I don't care what you do with this information, but it took me a very long time to make all these decisions and countless hours of research.
This is not financial advice and I hope you guys can use this for your own benefit. Thanks. The coins in my portfolio are backed by some big names and have some real utility.
Not 100% sure about LCAI but it looks interesting and I'll do a deep dive at some point.
I understand there's a lot of great coins out there and some may be more impressive than the ones I've provided. However given the nature of me trying to make money, this is where I've put my pawns.
I know there's great projects like SUI, ETH, SOL, CARDANO, XNO, CHAINLINK and a thousand others. I just don't see the profit ceiling being as high as what's in my portfolio and this is not some baseless claim. It's backed by hours of research. Thanks again. Any hate or shit talking will be ignored to the best of my ability. | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-19 | Z0FBQUFBQm9DbVhRV2tUZjZ0YndoN3ZwelJoeGhQeWxaUk1hM2ZqQVcxdDR1RVRQU2FOcGxTU0VFSkpjS0FjUkF1My1ZaDNYck1jc3AydG1zTnpjODF3T3lFMzhkYzYyMXc9PQ== | Z0FBQUFBQm9DbVhRS2s0UklKNkFITGtnLWd6MGFOX1YwTWZESmtZdEFwa1MySm16SllRRFN5UDh1TTBGRjJORDVyMkFtaU1sVy0xVzY1WnY3THBkbXVBU2JqN01IdTdFOW5aR2c3NUg0dHlzOV9FSHEtNHhzRDNsY1VGSlFlUndEcjdHRVJldzZZUHpQU3dZSjV6V1B2Y1ZTTGZDY3F5OWFJblBpMEphRTEtclR5WnlTaVdvRktiUmpJNG1pM2R0MDg3QlBFOVdaMUJweS1jXzVyRHJpS1NoZTdkSkdtUG4zdz09 |
Here’s the site
https://thefootballfactorynj.com
One of the big tasks was organizing their dozens of individual pages and forms for each age group and camp type or league into less pages that’s more intuitive to find the information they’re looking for. It was very cumbersome before, and now I think we came up with a nice alternative.
Just wanted to share what’s possible with only html and css. You don’t need react or tailwind for simple static sites. | r/webdev | post | r/webdev | 2025-04-19 | Z0FBQUFBQm9DbVhRcEttTzJOWjhnR3g5aXZIQnJwWmNnSnVYbEJ2c0ttRVhUeWFkY05RS3hRT3c5N1E0LV91WlR5MTZVZ25uRDdMbmRXSUwwY0p5eVNZc1UzbUpQX19NQnc9PQ== | Z0FBQUFBQm9DbVhRREVqYTZjZVkwZFVfdmNRN1IzUVp5X3F2VlQ3c0N6VlhuZy1scXh0aWpQZFJPTERtTURhR2xJdUQ0cnA0M2w5U0x6djVmTUJvSUFJZHlGbnRBQVNzV0pxa09LTnByTnZRc29EbEhlMFVwcTNOYXBHcnA2aDFOMHZ2MXo1aHRwam5seWlvX055WXZ4eVdpRXl6U1ZMYVJPRE5ISzFOenFjbEJhc0dFZnR1bEtvNVl1M1NsWWFoNkFjdVV5OE5sWW11 |
I mean you did it wrong so it must be kinda hard. It's from the ball not from the kickers back leg... that's also why it looks offside a lot of the time when it's not. no one is offside in this picture according to the line on the ground. | r/rugbyleague | comment | r/rugbyleague | 2025-04-19 | Z0FBQUFBQm9DbVhRbXI1RmRabVFoQ2FGbldUVWstZU1iZzFvUWsySDRzQXlrald4akc0ZEJUOS1pdnUwUURVUHNRaFBhb1pGNWhNQlpSclR3c1k3RUgxQjk0a2ZjSHhOWlE9PQ== | Z0FBQUFBQm9DbVhRMHZJSEIzWVhLYUlKb1JnUEpsX25JTUxIa1hidzhfb1VhZmhJeWZnNjBUTTc4bGQyUDhFRUwxN2Z1MmprQTNpWEttWlpzd1BiMXJnNmFmdEt2SEh6RFVCLWRFMHd6YTByeWJxTi1yUXZtN1BqZmFyWGRLakNYd2tqNHVkNllWVVdyUUE2SWRBZ3JiX2VBOFRSWXUxOWl5MXhiMFN6NzZDZmMwUDVIZ2xGbEUyb19kNHdlZ0lOTEdrb2s2Yk5ZRjhycFBJdk1CUkxWQURzZms4YWl5TUVEQT09 |
I've always been hesitant to do too much work into GANs since they're unstable. I also see that they've been kind of falling out of favor with a lot of research - instead most successful papers recently use pure transformer or diffusion models. But I saw this paper recently. Was wondering how big this actually is, and if GANs can be at a competitive level again with this? | r/deeplearning | post | r/deeplearning | 2025-04-19 | Z0FBQUFBQm9DbVhRX1p3MF9wVEc2V1FLVF90Ty1zT3pZcHVXbE5ZTkVkVTJmUVdNbW5pb1J1Sy1zWUZlZTUwSnJJcTRkNGN6cjNxQ0VpVVpaaEcybkNwb2MwQk1TdktzNUVUbFpSS0ZiU3hrWC1KVV96c1BBa3c9 | Z0FBQUFBQm9DbVhRYVh3aWF6VjFUUWh0bGdTbGtrMVdHNENzTjBYQXNxMVNNNjMzN2VMN0JrNDZGdVI2VnN5aTVKanB4LThlTFNQa19zMXlQU3Q1YkJ5Tm01Y2xPRnZmbVhQR3VvcWRXeXlyYXM1aXFhdkV6M0R5QVl0V3ZxQzZzZUpoOE9oU1BHb2h2ZmhKbDZkSUNibEVuYlZuMmRwWU5vX2h6TFdGWHYzbTRiMjNDRWZYNVE5SXZJQkZSNTZ6cloxSUF6bzhqRjVZNi1UR1E5XzVYN0F5RmRic3ZEUm1aUT09 |
After my last post, and the constructive criticism I got in the comments 🙂 [here](https://www.reddit.com/r/devops/comments/1k1y71w/first_devops_project/), I decided not to give up.
I went looking for a decent project idea — and I found a fantastic one. [Yep, this one](https://loganmarchione.com/2022/10/the-best-devops-project-for-a-beginner/)!
I have to say, this project is *really* good for junior DevOps engineers. I learned a lot while digging into Terraform and Ansible docs.
I made it a point not to ask AI and instead went old-school: reading documentation, scrolling through Stack Overflow, etc.
And here I am.
So now all you have to do is check out this link ([yep, this one too](https://github.com/Abo1406/devops-static-site)), and *criticize me harshly* — as much as you can.
Because honestly, that's the most efficient way to learn (in my opinion, of course 🙂).
Looking forward to your comments and your new ideas!
Thanks in advance 🙏 | r/devops | post | r/devops | 2025-04-19 | Z0FBQUFBQm9DbVhROXpnYXJycjY0amxMRjJidjVMRFhBWlJDX0p4cHZ6SkpNdEpGRlFZanRiSG1GV0lIdDY3eWNpeFVuV25sSC1YOWZvaTJVXzEyOFVqcmhkOG43SUpXczdSb1ktdENCMHJSazFYc2FpbU82WWc9 | Z0FBQUFBQm9DbVhRVkdGd2dtMFhvbHZlakgyWW5qQzBPM0Eyb3ZVVUg0djFuRlB0cnhSODNTaEY5czdvRVE3ekMtN0NwRjdOM1RfMElaaEhPXzB5MkFuYUkyQzNVekJWeUNUOHB4cURkS2V2TnoweWZSX3RNa0tZZjNSTHAyb3hobjFxdjl2RkhnR0JBZTlYZ1RwdGdMNnNXZUFUXzBXLWNGd1dVWXhyNkJPWk9xbWNtM0tGTlUwPQ== |
It's under his left (kicking) leg | r/rugbyleague | comment | r/rugbyleague | 2025-04-19 | Z0FBQUFBQm9DbVhRV1pvMVZzekowWU16Vm9rdk1NakhaTW1fOXdjeUNIRWhWbHlPNkFjMzU5WDc1bjhFbUJud2R3MG9iR2JxMjNGenJDcUxwSmtYY0tGUzdzbk5Vdm9oanc9PQ== | Z0FBQUFBQm9DbVhRN0x3aTJGeWpYNHd5Q25uNGlFUWQtLXVkZ1JLc0d6WU90X01Cc2JaU0NsdVg3SE1DMG00REc5WEFfM0pBazNGLUJsbE0tZldsVFFKRGw0MUo3VHNOakRDdTRyeTUwRVZwUU1vQ3F6Q1FxVUItRkFCc3hLS01Xd2U0TWNBeU9za3Q0V1p2VnJmRUw0bWxfNlh1eUtmWjI3THhBR1BqeTBXdFJQWk9PT3Z6Z1JJYnJiZDRmTUE3aWs5REZOcFJtaUZnUEo4YkJaSWUzU0ZJa1NicnYzOFA4Zz09 |
I'm going to put in about 2.5k to implement a strategy, but it's a lot of money and I've heard of people having trouble closing their positions and ending up with an empty portfolio, so I'm not so sure. | r/solana | post | r/solana | 2025-04-19 | Z0FBQUFBQm9DbVhRSVFiSmhjTFk1SzBKWkZpQVdKeDFuSDFEZXFzYVA4SWJ5UkQ0dDNNQ3VfdkY2dEJCdENfR01yd2dLWlppcTF3UFFrdHNrV1pJR054MkVyakM0THJyeXc9PQ== | Z0FBQUFBQm9DbVhRMUVwcjJZN3Q0V3FxMWJPMUx3c2FNWEZYWDB5RXRCOURDS2ZYbmc0V00wTjZsWjdkMk9TcHh6LU04WmZrSmlHM25PQXJTWmNBaEtCNFNPakprdnlaYlZaMGtQRjVWeW14VjNzS21jY2prUloySG9WR3ZlcTl0MnV4eHlTbTY5S2ZlVDZiak5RSjVwTnp5anNhNWljQ2Zqd2tSN2U1X0w2T2hCSDZPdExfbVpRPQ== |
https://github.com/cfgnunes/nautilus-scripts
This project is probably my single most used tool outside of the core OS software, and after it saved me a bunch of time yet again, I figured I'd rave about it a bit, if you'll indulge me.
I'm not much of a customisation devotee. I rawdog basically vanilla Gnome with only a few strategic extensions, and that's the way I like it.
But the one place where this radical turn towards simplicity has presented challenges are file managers.
Back years ago in my Windows days, I used to us Directory Opus and loved it, but none of the third party file managers really stuck with me on Linux. But I still missed some of the cool features. Well, this project fills the gap.
It is a set of scripts that you can invoke from context click to execute all kinds of useful actions. The selection is extensive, and I use the following the most:
- copy filepath to clipboard (the path box doesn't contain name of the specific file, this lets me yoink the path and the file name in one go)
- paste from clipboard as a file (paste text directly into a file, without needing to create the file first)
- list the largest files/directories
- combine multiple PDFs into one (great for merging multiple PDFs into one before feeding it to my document storage solution)
- optimise PDFs/images for web
- strip exif data via ExifTool
- verify checksum files (to verify my linux .isos, naturally)
- convert webps to pngs/jpgs
- paste as hard links (recursively paste whole folder as hard links, equivalent of `cp -al`, my MVP)
- permanently delete via `shred`
- git operations, especially pull
There are a bunch more too. If you find the sheer number overwhelming, you don't have to use them all, the install script lets you pick what you want.
If you ever felt your file manager needed a bit more oomph, give it a look. | r/linux | post | r/linux | 2025-04-19 | Z0FBQUFBQm9DbVhRVExRZGMzU0c3VGxLMGlrVFNqclZreWVxcU50ZzZJWmdzaDZxNTVSd3RHMlg3dnpMOUh5Y1lZanRpcWd0ZFdoUHgwTlRReW5kWC1uTUhHSmxELWltVmc9PQ== | Z0FBQUFBQm9DbVhRclp3Y2dQank5MkxnZHBrQkJvc1lKRFUwMlBTRFBIZHJXUzZMUnNPWVdCU2lEc3ZVOHFlUWwwV2txYWVya1Z4T2l1aTluczA4dVZNSllPNWpBSkx6aGk1UENvVzU5TGFlMGR6MThUSkZSaVNFSVExRUJ3aUg5SWVVcWlLSDI3SVU5aXhYZUcwZGYwSGx2U3g3eWhvVDRQNHp6eU1nbVh6M1h2emN5aWZoOXdWNVY5dHFkalBwZjZwN29nZTZuUGE2 |
This is a guide. If you have a Qualcomm Atheros QCA9377 802.11ac Wireless Network Adapter and you're facing issues in Linux, this is for you only.
This is based on the previous post regarding Qualcomm (written by me): [https://www.reddit.com/r/linux/comments/1jzcx7d/update\_qualcomm\_fsck\_you/](https://www.reddit.com/r/linux/comments/1jzcx7d/update_qualcomm_fsck_you/)
I have switched from KDE Neon to Fedora Workstation, and honestly, it works mostly fine (except the Night Light). However, I faced the same Wi-Fi problem initially. As I was trying out everything, I noted down the quirks of all the techniques out there on the Internet.
The issue here is that there are two kinds of problems with this particular WLAN adapter: the disconnection problem and the network speed problem. In my case, I'll be mainly dealing with the disconnection problem, but in case anyone knows about the network problem (especially how to implement Roaming Aggressiveness in Linux), then I'll cover it in a separate post. Experts are encouraged to chime in :)
# Methods:
A simple note that some of these methods might work in one distro, but not for the other ones. However, I'll only be stating the ones which worked for me in Fedora 41 & 42.
# 1) Disabling Power Management of your Wi-Fi device (Didn't work)
* In your terminal, open this file`/etc/NetworkManager/conf.d/wifi-powersave.conf` using whatever editor you prefer. (Neovim or Nano or Emacs or whatever)
Write this down or change it appropriately:
[connection]
wifi.powersave=2
Restart your computer after that.
For me, it absolutely didn't work. **The wlp1s0 network interface was disappearing as a whole.**
# 2) Copying the firmware code from CodeLinaro (didn't work and not much recommended)
This one might not actually work because linux-firmware has already merged the last commit, so this might not be the fix.
At first, check if this is the file tree:
/lib/firmware/ath10k/QCA9377
├── firmware-6.bin.xz
└── hw1.0
├── board-2.bin
├── board-2.bin.xz
├── board.bin
├── board.bin.xz
├── CNSS.TF.1.0
├── firmware-5.bin.xz
├── firmware-6.bin.xz
├── firmware-sdio-5.bin.xz
├── notice_ath10k_firmware-5.txt.xz
├── notice_ath10k_firmware-6.txt.xz -> ../../QCA6174/hw3.0/notice_ath10k_firmware-6.txt.xz
├── notice_ath10k_firmware-sdio-5.txt.xz -> notice_ath10k_firmware-5.txt.xz
├── untested
├── WLAN.TF.1.0
└── WLAN.TF.2.1
You just need to ensure that there is content within this `hw1.0` directory; it's optional for the files to match.
* Go to this website: [https://git.codelinaro.org/clo/ath-firmware/ath10k-firmware/-/tree/main/QCA9377](https://git.codelinaro.org/clo/ath-firmware/ath10k-firmware/-/tree/main/QCA9377)
* Click on the Code icon in blue, then scroll down to "Download this directory". Under that section, you can download in any format.
* Download that archive, then extract it.
* Through your terminal, use `cd` to go to the folder where you have extracted it all.
* Go to the directory/folder named `QCA9377`. Under that directory, there will only be one item called `hw1.0`.
* While being under this `QCA9377` directory in the terminal, as a protective measure, write `ls /lib/firmware/ath10k/QCA9377/`. Check if there's only `hw1.0` or not.
* Press the up arrow, then replace that`ls`with `sudo cp -rv *` . Then it becomes`sudo cp -rv * /lib/firmware/ath10k/QCA9377/`.
* Press Enter. Wait for the files to go.
* Restart your computer.
Just so you know, it didn't work in this case.
***3) Copying firmware files (didn't work but this can fix your issue)***
* As usual, check what `ls /lib/firmware/ath10k/QCA9377/hw1.0/` leads to. What are the names of the firmware files?
* I think you guys have seen it... the names are like firmware-6, firmware-5. Basically, the one with the highest number is the one being run.
* Suppose N is the highest number. Then, you will use `cd /lib/firmware/ath10k/QCA9377/hw1.0/` .
* Notice the file you see resembling `firmware-N.whatever.extensions` . Copy it to the parent directory. In simpler terms: `sudo cp -v firmware-N.whatever.extensions ..`
* Restart your computer.
Even this one didn't quite work. At first, it could resolve the network interface disappearance issue for some time. I even attended a class through Google Meet. But just after classes ended, I used Suspend/S3 Sleep. After waking, the Wi-Fi wasn't working at all, just like the previous solutions. On a different note, you guys can try this out if you can make a startup script with root access (but this might be tedious): [https://github.com/pop-os/pop/issues/1470#issuecomment-2029119116](https://github.com/pop-os/pop/issues/1470#issuecomment-2029119116)
***4) ath10k-custom.conf (hyphen) and ath10k\_core.conf (underscore) (Read it carefully, skip\_otp is an important aspect after all)***
At first, I tried to create ath10k-custom.conf. That's what helped someone in the previous post. However, my problems were resolved ONLY after wrting ath10k\_core.conf.
Just execute these commands ONCE and you'll be fine. *Note that the following commands are case-sensitive.*
* For ath10k-custom.conf: `echo -e "options ath10k_core skip_otp=y\noptions ath10k_core rawmode=0" | sudo tee -a /etc/modprobe.d/ath10k-custom.conf`
* For ath10k\_core.conf: `echo "options ath10k_core skip_otp=y" | sudo tee -a /etc/modprobe.d/ath10k_core.conf`
Restart your PC after executing the first command, and after executing the second command (basically twice).
# Conclusion
I have tried my best to propose all the solutions to this problem I could find, and now I'm tired. It's already 3:58 AM. To the firmware/NetworkManager experts, it'd be a pleasure for me to know how can roaming aggressiveness be increased. To the normal users, in case you find anything problematic, you can ask me in the comments.
That's it. Thanks a lot. | r/linux | post | r/linux | 2025-04-19 | Z0FBQUFBQm9DbVhRa1FUeHZtSEt4dW9lZ2wzbjRsMk4zODV4b1NnVGdKeHp1dk1IWUxlcHVWaGtjNnZmY0lya0k1bEZlRXJwOUpxSExNc0kxN1Ribi00YXdwQ0RGc0NLVjFWT0cxdDBvcTV2MkZ1Mk9ETk8tOGM9 | Z0FBQUFBQm9DbVhRS3VWV0xnTkdoS2J4blNqOGRnWWdtbHVnUERudnNoQzVuZ0F2T3ZVT2RaWWNlb2FtdmFVQkE5M09jRHBZOGd1enN1LVhLTFEtM000OHdXd3NrYzZCMFVkS3pHaGo1S3JzenFqVXZsOXhwaGIyckw3NjFwakFnLWZ5Q0h0eHpFYzhxcW1QX210QnRVcFh2d29GakRxekVrNUVBcVk3NG1KM3BUZEw5SE56MGZoNlo4Nlg0T0hwdVNac1E0S25HR1UzQ3pkbFlFbXA3OXlVam9USU1DUXJ5QT09 |
I like the new ChatGPT generator but it takes too long to generate images for my purpose. I need something faster but also has the same quality. Google Gemini's Imagen seems to produce only low resolution images... I'm very uneducated in this area and really need advice. Can someone recommend me an engine? For context, I have to generate a lot of images for the B-roll of Instagram reels and TIktoks I record. | r/artificial | post | r/artificial | 2025-04-19 | Z0FBQUFBQm9DbVhRaHNseGhlZEZwZWF5TEtIdVhnbl9GQ2VReHJaamJhZ05naGJfeFRVOGFHeFdERGNGY280SXllMjh2RWpGck40T2h6MS0wSmNneGI0YUNfYWpaWE9NcExVTDdEZ2NCRTQwa3dIVk9BQkhyeGc9 | Z0FBQUFBQm9DbVhRcWNjQ1RZM1ZZc0RQejRxUEdqZU9oRDNsWGZCQWk0RUpUZXZxN3RWTTlmOG9kUUhVSkhnLTV4NXhfSlFzWkVRYXd6dGNLVTB0N3J6cGdoR2Q2NENVTExxNUtfVnN3b2pWZHo3YWJlMmxnY3ZIT0piQ0xBQm9GWGVqWEh2TThEbThIV3htUlBaclpjRnExRnl5SFNDdmhJOGZxWXFzektNYWxCSG0xcFFZb0ExVXNiWjJJRldQWDhIZjljLTBNbnNYaXdrbUdKUWdrVlVFU0c4TzVoMXNhZz09 |
https://cybersecuritynews.com/fortinet-ends-ssl-vpn-support/
Am I wrong in thinking that this is a step backwards?
10 years ago, we were trying to move people _from_ IPSec _to_ SSL VPN to better support mobile/remote workers, as it was NAT safe, easier to support in hotel/airport scenarios... But now FortiNet is apparently doing the opposite. Am I taking crazy pills? Or am I just out of touch with enterprise security? | r/networking | post | r/networking | 2025-04-19 | Z0FBQUFBQm9DbVhRUFZzaC0taFcyWE1rLXdfYzdZRkZLR0RDQjNYY05rbk9oVEJYUmhpWnZDT196QnE1QTVDRVgxQ1VvTE1uZ2MtNmRnTHFCdWR5RVZQQWlOUF9SLTlXeUE9PQ== | Z0FBQUFBQm9DbVhRMW9YWUxWTWNuTmltY3RWWmJwcGRHd2w0SmowZzJrS3BwVTB1eEdydjVlcUpyWnlWcWxadV9taHU5UXVVYUo2S2NlcDJSWmRscFd0LTJIZzJnZkhUYTFxTmlpbUFBeVd5Tk1jbVhxS190RjYwYjVfZHFmZHR0UkpzVllYNnU3OEJsaEE1a3VUcWlIRGFRTG5oeVVrRHZ0ZnlFbWhtN2lhMnV4QXhLQ0xYMUVEOU8yQ0dvUzZiUXVqRG8wUk9GOS1k |
I have noticed the phenomenon in my own life and my siblings life. Instead of buying a new car, I drive a 12 year old one. Instead of buying a house I rent a room from a friend. This is all due to wanting to acquire more btc, & also to not sell any btc. Things bought now with btc draw an incredible opportunity cost. For example my brother has been in btc since almost the very beginning. He sold 500 btc to buy a street bike for like 10 grand… that bike cost him 50 million dollars. Extreme opportunity cost | r/bitcoin | post | r/Bitcoin | 2025-04-19 | Z0FBQUFBQm9DbVhROUpQbEV0c0k4RkxnR3VjcWp1RUZRX0UwSGZ3Skt3MWlmczl3TEx6bWp2VWJ4S0pCLUk1V2dXUkUycDlOQ1Yxd0ljcDQ5QjFmOUhoZ2FCOVlyellMZHc9PQ== | Z0FBQUFBQm9DbVhRUFRYeDFqZzdEYU5XbmJYa3ZIb0pRMkNfdUNWaV9ZVVlsbmhpMGZ1NXAwYUJ2UFU4ajVDOGhFT2NFU3VWSXdkaF9fUnVlX1FuOUpNajg4amFHb3ZsbU9wQTlGbHRQaVU4Nk84YnB5NkdaR0xrUWduVXhkNTB0N3QyYWZuWlBMdTRrN3c5NkdrY3dHc3dCR2FBMzBsMmw3ZXV3UnhvUkUzM2pVQ3NIODFqVEtWWk1mRVBWaUpJMk5zc2tmbWNaZWVRd3lDVHRjUnBPQ1BjUTgxTlUydU1tZz09 |
# Just pass this around
All the advice that's needed to educate on bitcoin.
(Source: [https://x.com/Bitcoin\_Teddy/status/1913308658642862186/photo/1](https://x.com/Bitcoin_Teddy/status/1913308658642862186/photo/1))
Everything leads to buying bitcoin.
What say you? | r/bitcoin | post | r/Bitcoin | 2025-04-19 | Z0FBQUFBQm9DbVhRdGR1ZXQ0TTlIOHJVeUsyT0o1SGs1TWl3NHVPdWpXM0ZvYmVfcmlRTGRrNVJRYm1iNGFZSTE2a24yZVEwOFBTS21xS0k4bFZYTE9wdDZwdlI3TnpPRHc9PQ== | Z0FBQUFBQm9DbVhRVEJrR0ZVTFRBQ3k5YTZlRHRBWE9OZE1FWmhjRkFjQWlLWmswSE9uWi1JazRVQm96MHVUb2N0eDdITi1yQ09ST1pHSXVmbEloOG0wOVdVeDdPQWlBUGhia0xSSVpXYWstcjI2R2tOMjE1cVczcEdVMkpPdVJIdGxaV1JhUTBMaS1aQXJkQzFWVktwTWFfUGMxaXRkYUFLNmhYSjc2ZVhZVTVNVzlqUWs5blpJeHhacXNHRG8xRTJxT09rSk1Zd1BI |
I've taken the (dubious) wisdom of you regards and made a new market statistic: the **WSB Put/Call Ratio!**
I take your replies on the daily discussion and tomorrow's moves threads and I have code count the mentions of "put" and "call", divide puts by calls, and out comes the P/C ratio.
The latest values are for Thursday and are:
**WSB Daily Discussion P/C:** 1.00
**WSB What Are Your Moves Tommorow P/C:** 1.39
**WSB Composite P/C** (average of the two)**:** 1.20
Charts:
[WSB Composite vs. CBOE P\/C](https://preview.redd.it/mdlm9p84kvve1.png?width=925&format=png&auto=webp&s=25215d051ed4802478753047968e83b0d8333a51)
[Y'all are getting closer to the CBOE statistics! \(WSB Composite P\/C divided by CBOE Total Equity P\/C\)](https://preview.redd.it/gnowa8vsjvve1.png?width=920&format=png&auto=webp&s=37234d26e3d13ee3058ddca454c54708c6a3811b)
**EDIT 1:** Reuploaded high-res charts. I have analyzed four months in 2024 (by taking numbers from the first and the last days of the month's posts) and the data is near the CBOE P/C data (WSB data is approximately 1.15x-1.5x CBOE data). | r/wallstreetbets | post | r/wallstreetbets | 2025-04-19 | Z0FBQUFBQm9DbVhRUXpuTTBxN1dfWEotZU1SMjlfcHBEOG10YlZMMXRqbWpocjZIenN3QlVUS2FxLUlNTVJ2NzdQTWpFSHBwZkltakNMdWtUZXVIdkMtVnRfTV9LZUk4RWc9PQ== | Z0FBQUFBQm9DbVhRUW9OczJkbUNkZHlaejNaVWZRUGN4VGNfQ0ktMWI0cERlYnlPdXY4NTMweFZLS1JkTG45NXVVUVFpdDFXZldBd1BjWk5EZlVwRGNueEZncmxDeDhlVVhNUkNRWlVmTkotR3RDY051VDh3UmpqTlBpZjl4Tk5nbDYzWGM2bnN6SEU3b1g0OUtuWlgzRlJkUUFLaWlMcUhiQXBsQ280b2NsY1p5YkN4Y2k2QXlnVHVlbWlBRUR6YVktS1ZibVFxR01W |
So you wanna buy an altcoin you believe will 2x or 4x your portfolio in a year, or maybe you're still holding onto a coin that has dropped 20% percent since you bought it and don't wanna sell because you're in too deep and want it to go back to the price it was when you bought it before you sell. Whatever the case, here we can see the first fatal flaw that most altcoin traders and buyers fall for and that's coin loyalty.
You should never ever be loyal to any altcoin no matter how cool the icon or name is. You can have favorites sure, LTC is my favorite coin but I haven't held it in a long time. If you become loyal to a coin then you risk holding a coin that is doing more damage than good simply because you like the coin. I have around 10 altcoins I keep track of but only ever hold 1-3 different coins at a time. My reason for picking the coins that I do is based on their BTC and ETH charts, not the USD. This is where we see the 2nd biggest mistake most altcoin traders fall for which is looking at Altcoins vs USD.
Every altcoin has both a BTC and ETH value, this value is what actually determines the USD value of an altcoin. The only USD value that matters is that of BTC and ETH, every other coin you should be looking at their BTC and ETH pairs. Why you may be asking? Because it is as I said, every altcoin has a btc and eth value, that's why exchanges let you trade any altcoin for btc. Let's say BTC is in an uptrend and your altcoin's USD value is going up but it's going up less in % than BTC. The reason that's happening is because as bitcoin is going up, your altcoin is going down in bitcoin value. It is worth less and less bitcoin as bitocin goes up. You would be much better off holding bitcoin than that altcoin even tho that alt is going up in USD
That means that when bitcoin is going up, you want to be holding altcoins that are doing better than bitcoin is. You do that by trading the altcoin with bitcoin instead of USD. An altcoin should be increasing your BTC value as it goes up, because if bitcoin is worth more and more you want an altcoin that's giving you more bitcoin. Check your altcoin's BTC value and if it's low and continuing to drop especially as bitcoin is going up, you should really consider selling that coin. So in conclusion, don't be loyal to any coin, don't worry about an altcoin's USD value because if bitcoin is going up and the altcoin's btc value is going up then you know for certain the USD value will go up.
ETH/BTC is gonna flip soon so ETH will be going up more than bitcoin, and when it does you wanna be holding altcoins that are doing better than ETH and BTC, thoes are the ones that will give you the +100% increase to your portfolio | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-19 | Z0FBQUFBQm9DbVhRMXVoZXloTUZFNmJjckhqeEE2dWZISFdmUE84cHJTTTd4dlJGRWt4elRFR2VDLXNFLW9xYVM2bmMxNXc0YzdyS2dhQlZ6bXpHNVBOV1dlcl9lWXFXdGc9PQ== | Z0FBQUFBQm9DbVhRUWY4bXViX3oxRmlCbVVFN21KVjBvcWQtQi14UU02MGNyZ0FaUG5FbGZSSnBOX01ycWZ1Y3cxME9sV3BPdHB3TG9jUWRpN3FOcVpmMlE2OG5tUGpXbFNKb0E2YkNkdDIzTTF1TFBJdF9pelRpRWF6UWhfdWtSYVlCa3RhaW5uT0lSenp1YWh0M0Q3RkhXc0dIblhueTU0Um56UUU3VFU2QWhzd1hlaEh1VzFubHBYZVBseW1DVHZEUExicXh6VWlWTkRRT1lNc1hYSzdFazhtZHRpT2REQT09 |
Just had an interesting conversation with some other sports fans. The idea came up that rugby doesn’t really get to see all the worlds best players, play for clubs against each other and in their eyes, is probably why rugby struggles with views and ticket sales. I found it an interesting discussion.
We have the NBA, NHL, NRL, AFL, NFL. Even in soccer, a lot of the players seem to go towards the same leagues, it’s just such a massively popular sport that they can afford to have a couple in different countries (epl and la liga for example).
As a fan, I admit it would be pretty bloody cool if you could tune into a comp and see all the worlds best players go at each other each week. In NZ at least, I feel we are heading towards a lot of our players going overseas for money over the next 10 years and us being forced to change our AB’s eligibility rule. Some or all of our super rugby clubs seem to be in a financial pickle with not much hope ahead.
What would you guys do if you had the ability to change anything? Create one massive super league for all the best players to gun for? Or just stay as is and let different leagues/clubs slowly die/thrive naturally?
| r/rugbyunion | post | r/rugbyunion | 2025-04-19 | Z0FBQUFBQm9DbVhRMWYwMHFpVjV0cGlDNDREcmE0RWRNOEcycGY5LTdVWWc3SWJoUWhxR0hVeTM4UEFlSlppbGQyamNTN0xvX3JQMTM5QVdXcWpwUjVORXRUcXUwM1R2cnc9PQ== | Z0FBQUFBQm9DbVhRMzlPMGFSVkFtVGJGS1VaNnFvdXhjYW5oQURnU09pLW9yV3lfQ0tDTUZ1Y0l6RlpNLTlScWpVdEc2Yl92Vk9FMDlzc0s1YVY0cDRub01ybkFfVDRLeVJjd29VRjFtMkYxOFhvZHBpT0xRbXVjeTJxb1pTU1ZzbElfa3B4cUlINXY5TEdxSHFzaVVYVUJUVDN5bUg5Nm1aLUd1S2J6ZGJDTWdZa2Jrbi1QbE1GNS1oU3RxMTV0ZGtXczNtZGFBZ01VYk1QLW5lQy1HQnNqaHJvb3VNdTBFQT09 |
Hello everyone 👋,
I have been optimizing an LLM/RAG pipeline on production, improving the loading speed and making sure user's questions are handled in expected flow within the pipeline. But due to the non-deterministic nature of LLM-based pipelines (complex logic flow, dynamic LLM output, real-time data, random user's query, etc), I found the observability of intermediate data is critical (especially on Prod) but is somewhat challenging and annoying.
So I built **StepsTrack** [https://github.com/lokwkin/steps-track](https://github.com/lokwkin/steps-track), an open-source Typescript/Python library that let you track, inspect and visualize the steps in the pipeline. A while ago I shared the first version and now I'm have developed more features.
Now it:
* Automatically **Logs the results of each steps** for intermediate data and results, allowing export for further debug.
* **Tracks the execution metrics** of each steps, visualize them into **Gantt Chart** and **Execution Graph**
* Comes with an **Analytic Dashboard** to **inspect data** in specific pipeline run or **view statistics** of a specific step over multi-runs.
* Easy integration with **ES6/Python function decorators**
* Includes an optional extension that explicitly **logs LLM requests** input, output and usages.
Note: Although I applied StepsTrack for my RAG pipeline, it is in fact also integratabtle in any types of pipeline-like flows or logics that uses a chain of steps.
Welcome any thoughts, comments, or suggestions! Thanks! 😊
\---
p.s. This tool wasn’t develop around popular RAG frameworks like LangChain etc. But if you are building pipelines from scratch without using specific frameworks, feel free to check it out !!!
If you like this tool, a github star or upvote would be appreciated! | r/opensource | post | r/opensource | 2025-04-19 | Z0FBQUFBQm9DbVhRVHdZaUtQNXJPVTFINFJ1ZkJvWmpwR3BJUEx4aU1TYUp6RmhMLUhvRmZQWGJkUHpITHplVkFrMkdQcGxrMDNETFY1eDRhVWxPV0ZnUW1BMy1PVzdFNjBqMXYtQ0tjbXNjQjdKcnVYcTFmY3c9 | Z0FBQUFBQm9DbVhRNVdoVGp0YUdQOFZGMGJiaDBzSGhvN2FRVmpiN0RiSFhYRUV0Nm0zcHlBSm5Qc3ZTTnN5UVZGaGdMTFVYMVJQUFpWbFI1MDkwX3BVaS0xTjFOeXpYUklNcjVLXzhmbldUMGRoUGdDLThKcVd2bHRXUjh2d0xyTDZMRC1ydWhxdmcxakxKaGg2MFMtcURMMkRQQ2ZUNW1RaXdxMHhZaUFlRVFFNzk3dnJhUHFyQ2duejd3SWpwSHRXbDBxeXVwNnFn |
Give your opinion: what are the most promising projects built on Solana? | r/solana | post | r/solana | 2025-04-19 | Z0FBQUFBQm9DbVhRUndxR0hIVWVPZFg2S1lWdzhmNWE0MHJ4VTZzRVBLbEptUFR2LXNwUWdHMWpxbzh1R1VUc1licVdhTlAwVmZVX2g3bkNFdGRGMVlIekdmRXJXS0lTWlE9PQ== | Z0FBQUFBQm9DbVhRRnlFWHpBSndDUDB0cExWQmUyNDhja1NfZTVqRXZPX3lPSHBHa1JHaC0xejU2bnU0QXU2YmZPYVNYRHFrUXJFbDI3S1ZpU0JRa0tyX1pvY0Jpdk1xM0VJRGE4UUF1VGhJN0VsRVVFZFNmR3VOeU1RX1RhQWdKVkRoYjFaVjN6NlI1S29jODVHbXkzSEFXTUVFRnJXcmFyRHRodkZaa2M5MU1aTjY3SGM0REdSTmozSW9lNUVqNUlXTmowMmdYVEYy |
I was hesitant to post this for a few reasons,
I don’t want the general public falling for more recovery scams as I’m going to share a working method which will likely be copied or used. Secondly there are a large majority of redditors which genuinely believe once funds are moved from your wallet it’s a wrap, fortunately this isn’t the case for every situation.
Step 1 - Gather as much information as you can, links, transactions ID’s, addresses, amounts etc.
Step 2 - Follow the blockchain, essentially digital tracing to see if the scammer’s wallets are linked to any exchanges (coinbase, binance, crypto.com etc) currently using a tool similar to bubblemaps.
Step 3 - Create a case locally (your local police, you may need it later) and search up where to report crypto scams depending on where you live.
For example if you’re in the US, you’ll create a ic3 form (this also applies if your scammer is in the US, doesn’t hurt to file.
Step 4 - depending on where you filed, and what exchange was previously used, a law enforcement request gets filed either via email or by a dedicated law enforcement request page like Binance has - https://www.binance.com/en/support/law-enforcement
Step 5 - if the funds are somehow on the exchange, accounts will be frozen, but likely it’s being held elsewhere, in that case Step 4 will have provided the user’s identity, from this point you can attempt to contact the user themselves, their family and friends etc but it’s preferred allowing the law enforcement agency you’re dealing with to make the next move in this case.
Step 6 - based on previous experience how funds are handled after depends on the agency, along with the time frame.
Ensure you have a full trail to claim those funds are yours, hence Step 1 is as important as the rest, don’t leave out any details that may be important.
This is not the go ahead for you to trust everyone online, hell I could be one too.
There are additional tools that I prefer not mentioning as they’ll be used to say “hey, I use x y z, trust”
Be safe, and if you’ve been hurt my scam or malicious site, whatever the case may be.
Don’t beat yourself up too much, they will get what’s coming to em 😉 | r/ethtrader | post | r/ethtrader | 2025-04-19 | Z0FBQUFBQm9DbVhRVEp0MjNfREU5bEw1cV9TbjRtTy1Id3haQVViYnVTMS1CWUlOcHN0QmYwTUlfaEIwdXZSeTNuck9LYWttdURJQ3ZZRFRjcXlmWE9jYnJsWnU1MUVSUTk3VXBaY1R4S01jSklzbThmeDlfLUE9 | Z0FBQUFBQm9DbVhRaEx6OEsyaXlEemQ1NWdzMnFkRUdBakJXY2ZJN2hzbzNXVkhVMkNnb0RtWGlVOVZ1dVYzck1JQUx2SEltazRQSjRaWmdUbURCS0FLR0tOeUo1YmduN2V5cTNvMjh4VzUyWDhpLXZxdnJNSkRLZ0M4ZWQ3YjRyLVpRdlY4Nkt3VVJCdzI5SFRzWUhlemxoM0dPeFJ2ODRka1BTeXJqczNsZ2pHMGJUcmc1aTRJX2RiZkNUdE1YSGNFMURnMi1ZR3Ra |
I was hesitant to post this for a few reasons,
I don’t want the general public falling for more recovery scams as I’m going to share a working method which will likely be copied or used. Secondly there are a large majority of redditors which genuinely believe once funds are moved from your wallet it’s a wrap, fortunately this isn’t the case for every situation.
Step 1 - Gather as much information as you can, links, transactions ID’s, addresses, amounts etc.
Step 2 - Follow the blockchain, essentially digital tracing to see if the scammer’s wallets are linked to any exchanges (coinbase, binance, crypto.com etc) currently using a tool similar to bubblemaps.
Step 3 - Create a case locally (your local police, you may need it later) and search up where to report crypto scams depending on where you live.
For example if you’re in the US, you’ll create a ic3 form (this also applies if your scammer is in the US, doesn’t hurt to file.
Step 4 - depending on where you filed, and what exchange was previously used, a law enforcement request gets filed either via email or by a dedicated law enforcement request page like Binance has - https://www.binance.com/en/support/law-enforcement
Step 5 - if the funds are somehow on the exchange, accounts will be frozen, but likely it’s being held elsewhere, in that case Step 4 will have provided the user’s identity, from this point you can attempt to contact the user themselves, their family and friends etc but it’s preferred allowing the law enforcement agency you’re dealing with to make the next move in this case.
Step 6 - based on previous experience how funds are handled after depends on the agency, along with the time frame.
Ensure you have a full trail to claim those funds are yours, hence Step 1 is as important as the rest, don’t leave out any details that may be important.
This is not the go ahead for you to trust everyone online, hell I could be one too.
There are additional tools that I prefer not mentioning as they’ll be used to say “hey, I use x y z, trust”
Be safe, and if you’ve been hurt my scam or malicious site, whatever the case may be.
Don’t beat yourself up too much, they will get what’s coming to em 😉 | r/solana | post | r/solana | 2025-04-19 | Z0FBQUFBQm9DbVhRQUdBNi0xQ3BRNVE4U0J4cGtHTl9kWW9mbzI5QTBkblJRakwyWVc4R1EzQm12alF0U0dkMGd6TzI0MnBOY21obHdYRzh4RGRlSVdjMXNCM0d2R3BXN3ZnYWJtZG85RFFPTFJJdVpDcWRKUnM9 | Z0FBQUFBQm9DbVhReTM3NVMtbUNTUDYwcDBqZVUyX2NPakxCd2xDTDRXbUg5bnk0X2M4MGZRWkYwaUpvczVfcGE1NUpudDlXRzk1dmQ5XzB2MnppTDJmX3FuRm5obFdhVER3eUR6ZElRbzZ4cEc0M1I0OTJnUldXMjVmbzJreG8yNVVTU1ptLU5oeUJYcTZ2MFhDdFA2S0huSkhLbmZMSkc4Q1FSWFgweGs4a1JMTHhYdThvdWZJWEhxMGNvNWdQcmI1ajNfdHE2RlV3 |
I was hesitant to post this for a few reasons, I don’t want the general public falling for more recovery scams as I’m going to share a working method which will likely be copied or used. Secondly there are a large majority of redditors which genuinely believe once funds are moved from your wallet it’s a wrap, fortunately this isn’t the case for every situation.
Step 1 - Gather as much information as you can, links, transactions ID’s, addresses, amounts etc.
Step 2 - Follow the blockchain, essentially digital tracing to see if the scammer’s wallets are linked to any exchanges (coinbase, binance, crypto.com etc) currently using a tool similar to bubblemaps.
Step 3 - Create a case locally (your local police, you may need it later) and search up where to report crypto scams depending on where you live. For example if you’re in the US, you’ll create a ic3 form (this also applies if your scammer is in the US, doesn’t hurt to file.
Step 4 - depending on where you filed, and what exchange was previously used, a law enforcement request gets filed either via email or by a dedicated law enforcement request page like Binance has - https://www.binance.com/en/support/law-enforcement
Step 5 - if the funds are somehow on the exchange, accounts will be frozen, but likely it’s being held elsewhere, in that case Step 4 will have provided the user’s identity, from this point you can attempt to contact the user themselves, their family and friends etc but it’s preferred allowing the law enforcement agency you’re dealing with to make the next move in this case.
Step 6 - based on previous experience how funds are handled after depends on the agency, along with the time frame. Ensure you have a full trail to claim those funds are yours, hence Step 1 is as important as the rest, don’t leave out any details that may be important.
This is not the go ahead for you to trust everyone online, hell I could be one too. There are additional tools that I prefer not mentioning as they’ll be used to say “hey, I use x y z, trust”
Be safe, and if you’ve been hurt my scam or malicious site, whatever the case may be. Don’t beat yourself up too much, they will get what’s coming to em 😉 | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-19 | Z0FBQUFBQm9DbVhRd1ZhTElBS05ydjI2cmUxLWhSc3JIVEI1NkFzeVpPY2thMXFvMzQ1Y3VaYzRDR0pBbEdjUWpxeDhpd3ZqMGFvemVYM3VMSWZDQWN0R0QwQ0ltUEJLc3VWNkVkaWR6MHdhX01EdlBCVmR0MTQ9 | Z0FBQUFBQm9DbVhRR1VNTFd5Mm5Zb1NGeXk5ZkVuRG1rMGs3MEI2OVFDWThoYWVrOHU2MDJ6MXRNZm40SDdqRUFRYW5OamljSDh4S0tpWjFqTXJWUGNyMGdBYTFneVdkOXFNZ2gyM2FmaHpTWXRLWm9tRXpwZGxITmtreFRwLU13dlFpRGpGd1lHaGVBRENYVlVyVTlkQXo5WGFtQ2VhVVg1QmVIa0VBX1Vxb1ZNR1pqMnRqU19tU2pUZDlBOUkzLVA0MDlTREM3LXEtZURoaGFyZnc2RVdSX0tETVdwa2s2QT09 |
Welcome to the Daily General Discussion thread. Please read the rules before participating.
---
## Rules:
* All [subreddit rules](https://old.reddit.com/r/ethtrader/wiki/expanded_rules#wiki_rules) apply in this thread.
* Keep the discussion on-topic. Please refer to the [allowed topics](https://www.reddit.com/r/ethtrader/comments/1fyb8rv/rethtrader_automated_topic_limiter_topics_allowed/?sort=new) for more details on what's allowed.
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---
## Useful links:
* [Newcomer's Guide](https://www.reddit.com/r/ethtrader/comments/1ftnx4t/megathread_comprehensive_guide_to_rethtrader/)
* [What are Donuts?](https://www.reddit.com/r/ethtrader/wiki/donuts/)
* [Donut Dashboard](https://donut-dashboard.com/#/)
* [Discord](https://discord.com/invite/GCqpyAnmDa)
* [Advertise on r/EthTrader](https://www.reddit.com/r/ethtrader/comments/1glv2on/have_a_product_we_have_a_platform_advertise_on/)
---
## Stand with crypto!
In light of recent events and the challenges faced by Ethereum and the broader crypto space, we'd like to draw your attention to Coinbase's 'Stand with Crypto' initiative. It aims to promote understanding, collaboration, and advocacy in the crypto space.
[Stand with Crypto Initiative](https://www.coinbase.com/public-policy/advocacy/standwithcrypto)
Remember, staying informed and united is key. Let's ensure a secure and open future for Ethereum and its principles. Happy trading and discussing! | r/ethtrader | post | r/ethtrader | 2025-04-20 | Z0FBQUFBQm9DbVhRdFlHX3N1ZTh6LWl1UEtxR1VBM0lxOUtlUUdVc2tSVHJlWmN1bmlWb2Q0V0xGYk5xUllMWElvcVhyQ3gxREpKY0NWbU1TMGt6aS1jNVZkamxqLVpURFE9PQ== | Z0FBQUFBQm9DbVhRM0pFZVFPQ216a2ZnUEFKbjhHOVlzb0psZkFVeWJJbXlSa1JHOVpPMjJoeDNFTWdFSUhkaE4zM1NDdU9LcG92RkVLTGZ3TnAyaVozdnN6VVRyY1dybElrNU5rZmJaamJaTk9jLXpycGwyemtYRTlMcExHRkFvZ1U3Qlk0cksyaGtHbGZLbjFrVGxwdVN1cDBvQ0JvSkVMNjJNWk15XzVvb0JkaTdVRDBYemxfTXgyd3BSTHpSbWZ6bzFBc0d3WWJmTDB6Zml1Z2NCNUNHbzMybDEwdmJEdz09 |
I am not sure if this is considered spamming self promotion or not, but I made a video about an aspect about the Linux boot up process I think is cool. Let me know if I get something wrong in it too
https://youtube.com/shorts/XkgoCTuSXTw?si=M-nUV574vn7zcprE | r/linux | post | r/linux | 2025-04-20 | Z0FBQUFBQm9DbVhRNjE3Yl92bHhyMWJ3RnN4cG8xWm9OZWNuY2lVelM0cVBsd2tHT0pUQmRpSTVzdXVMdlpUNEtRSDhxUHlVOGNGdmJEY01iTzY4MmpFRGlfSTVVZHlGRFE9PQ== | Z0FBQUFBQm9DbVhRRnZaTTRuUllobW05c3QtdU51NzkxV3dxQ3Z0M0Vvb1d2dDJ6amlSbGM1QWpkeTZpNzBMdW8zZDVVdDVNZnJmTnhmeHE0T0hpUDU3d1JNRFRxTDFDRkg5VFprNThYVGtjMk1EY0xydDVxYmdPX21NMXFCR3N3UUh2aC1ncmxBY2xWX3BhaGVmdEVoNzFrYV8yOGpzN2RYU05pVWxTY21EMVRUYnRGa004bGZadUJQaEdpMTMyOEFsSkNMVGxlWG1X |
Hey everybody! Made this portfolio site for myself-- I'm an artist mostly working in sculpture, video, and, uh.. the computer, I guess. Using Svelte and SvelteKit. This website mostly shows off my fine arts portfolio, but also includes a [virtual clone](https://charliedean.com/e-charlie) you can speak to who will (poorly) help you navigate the site. He's supposed to be janky, I swear.
Would love any feedback! | r/webdev | post | r/webdev | 2025-04-20 | Z0FBQUFBQm9DbVhROXdUT0JyRlF4TUN0aGh0eFc3eTVaTHkxYWJQQ1ZqRUYzck5DdnhOZGhiaURhd0xiRGJ0WWl3T2tlWXFzaFlHZDVtQXhwUUFKdm9hUmhYRzJhT2IwWmc9PQ== | Z0FBQUFBQm9DbVhRNFhIMHFBdnVQWlVaUy1OMlNaMGFDS3BFcjlEVEtrZ1NabEtNbnEzWTduOEJYdEJiR2dxSlhCUW5LcGIzQ1hNSFRQRzE1WTdGZkUtbDE0b3hKYTlodDVrOC01YkxyN3p3eVh5eG1sX3R6bXE0SlJLUTJfMVYxYjFIMVNPMWRmazJCLVo2SEhXcFZxakZvVGVOQ21PbWh6Q1NTd3plMGlHbzdJUFFDM3Q2QTNLWFB4R2NSZ2MwNklBUWFLOXRmM2pKb2VHdkx6Szg2VjBYSFIxV2lOX0RMdz09 |
great webpage | r/bittensor_ | post | r/bittensor_ | 2025-04-20 | Z0FBQUFBQm9DbVhRWkhhdW04aDl3ZlFFcjBWcEo3N1BKTW83SUFITmtHQlhnX1E5WjVEdGl3b3hWLW9PVUNRZHc0ZlBBLUxGbzdQNWpheGwyMUQtMzJzRE5mMTZoQnAxZHc9PQ== | Z0FBQUFBQm9DbVhRNldFV0wtenJKcmVWT2c5Y3lFbXR3blBreFhhbGM0eTExSFY4bXN5MGtqdnBicHdrRU1oNktfd18xYXNvWnVBMmdPRFYybV9PVmd2ekhUYm5xZFdOOW1ZR3lHZ0JndVJpalV1cUxLUEtDeWZ6Y0c3SkhfZEtWc21UV3FJUWNvVXdLTnFEY2NFR196d1pibXlDem5ETmpsMXJJR0U3VmpzTDNtWllhM2ZOWE9JPQ== |
Hey, so it seems PLC devices connected to our switches are somehow turning off from time to time our switches's SFP fiber ports. They suddenly go off and by removing the SFP with fiber, and putting it back in it works again. Anyone ever had this issue? Could it be a surge? One PLC kills all our switches across our offices through different fibers on different switches . I've never seen this.
Unplugging all of the PLC's confirms the diagnostic, dont know which is causing the issue.
Seems to be a rare issue, only found one similar issue:
https://community.cisco.com/t5/switching/what-would-cause-all-fiber-optic-ports-on-a-switch-to-go-down-at/td-p/4814704/page/2
Any input would be greatly appreciated, thank you so much! | r/networking | post | r/networking | 2025-04-20 | Z0FBQUFBQm9DbVhRM2tfbExlaWdKMElUSDg0V0lOWjBpSU5UdVdCZURVQzNOZnFIZHlvczJkY0ZVT0lBSndyOVByNXRyMlFhME11MFVjZHAyU1VETVppSkEtbmljeDlYcXc9PQ== | Z0FBQUFBQm9DbVhRUU9vdTVwQXNRNWJJTGUyWWc4X0RJYzg5MFRlZVdXOGVCYUwyM1RwZGlGU2VMdm51SUl6WnZvckxWOEljN1JvNHBfMEI2QWw4WHhUSFVlQzkyTVpLWXVJRUhDSi1fc2lUU0dPbXpWcUVBZE8tN2JYRUR2bExZQktsQ3B2OFNSX2RTVmlSbHl0M1ZQSTNrUmM0NkFwaW5hUmQ5bU1laDluY1FTUl9tVC1vR3E2WmxHRUhXRS1MSnRIQ1JwbFJ2SDlGbUwtLWctZnlSbmxTVEpiSHI0M0dOUT09 |
https://x.com/barrysilbert/status/1913603895181328649?s=46 | r/bittensor_ | post | r/bittensor_ | 2025-04-20 | Z0FBQUFBQm9DbVhRc2RBMU1RLWZ6RFBZRHhHWjdtUmtHSXl5dEhNVlFrb0ZTUkx1dnZZMFRyRHZmczNCNUZER1ZiNEpoS05LcGpxV1drcFFzT1k4ZXh4czl2alFQSm51akE9PQ== | Z0FBQUFBQm9DbVhRbTN4dzNOOU9md25pdnJyclZQMTVrQlRIUThibDFZajBQSXgyanZjd2daRnI3Q1hEbVVpN1BZSU5Yc3RqbDBmQlNyN2ZXcmZrLWlzaGN5REZyXzR6UDFpZmJ4U2pHVVJfYVdaYW1JaEtyYUtOQXlLejFrRDdMLTZHRjc4X1BLblV3WU1fb3FNWG1kcnphOE9RbEFXNGE4aFU5WGMxQWVKTGpvTWpPSmh2RzVXRTFKbjA0MEt2eHpoWDZuUlZwc0dpWFFNbWdIWk43UFB4dGUtRktTdTdXdz09 |
⸻
Started staking 100% of my TAO into dTAO around the second week of the dtao launch.
I never sold, but for a while my TAO stack was down by 50%. I was in PTN, Celium, Masa, Dippy, Chutes, Bitsec, and Nova—but eventually consolidated everything into Chutes. I reinvested heavily, swapping all other tokens into Chutes, and ended up gaining back all my TAO, plus more.
Chutes’ role in Bittensor is to provide a decentralized platform for inference, allowing users to access models like DeepSeek-V3 without the need for personal high-end hardware. This makes AI more accessible and scalable, supporting tasks like text-to-video generation and API-driven queries.
That said, Chutes has seen significant weekend dips over the past few weeks—usually recovering within 12 hours.
| r/bittensor_ | post | r/bittensor_ | 2025-04-20 | Z0FBQUFBQm9DbVhRNDZDMUlfb01TMVVaVXotSkU0YzVkN3VvR1gwZjFsWGx3NjNNWk5xbWNMRmpEd3F1Q1hfTjJhSjFTTW9ucUV5TVkxTk9nZHJpVUFZdWFJWXpKWHBsOGc9PQ== | Z0FBQUFBQm9DbVhRcVhOOUhwOHFHZWZoVHhBcVpNN0Q4LVU3WWNncU5OUEphcEozX0o0bkpBWmtMRmxlcW1IX1c1X1d0bHB6RUZLS01Gd0FDbGwzOW9hMExKMGdUWTFOTlJZWXFfQUVuRnQzdEM1T0N0cTYyc0xGd096ck5FSGg0Vk1tVWZ4bzk5VC1jYTk2YkRGTmd4QS1XRmhWbnZhaFhVdFlXSmdBM19fcFItaGNQS0gtSGJ3PQ== |
2015: ₿0.0099
2025: ₿0.0000665
2035: ₿? | r/bitcoin | post | r/Bitcoin | 2025-04-20 | Z0FBQUFBQm9DbVhRZjZqbklDSmtzbDFXczRabzdPVjFfYVhmQS1nYmxzbzBROGptdXBlaFd2bEN1d2VMSDZ0ci1CWndKenFoTFUya054eUdLS3ZZT3h6T3JXbkdXWWxzT3c9PQ== | Z0FBQUFBQm9DbVhRX29wY2N0aTdwd2pqMXhsVWpmYnEyWE9hUUlaY3BKbkRDeGM0UUhKdVhPdS1qR1BBMUw1OFVCd3B3VmFOczVjN3BwU0pLQ0NEd2lsek1TMDRydk5zdDd4VS1pRktRRDM1bEJwS1ZXeGplb2JtdTJTdllPX2RsbG92bUxMeUtJc0VaTzQ1cHViai1LUlBRYV83QTVPdTdPbWVjNk5ldWpwNmlub0tpLUxGQnFtNDc2aW51MDZHdDZOeTB3aW5TUWd1 |
They both downloads your project from github so what's the difference? How are the usecases? | r/learnprogramming | post | r/learnprogramming | 2025-04-20 | Z0FBQUFBQm9DbVhRcVFjVXk2QV9sa21ETEctaTNxa0ZaS1BlNWxCM05mM0N3Q2g5YVRPSW9LTVJjUElCSzhmRE9pdVlNUWlER21ZQUZKY1YzNmVfQ210ZkZOb2hFbGFsV3A4WHBmUDlOd2ZuOEh3V05JdVZ3ZTA9 | Z0FBQUFBQm9DbVhRLW9WWjBoamNpY043c3gxTWh1UmNOMDh1ZkZDcWxzYURLZnhIQW5lb2h3bUdGd3BrdWE1MzdTaHpzb1JVRjFWejJ5VmFfTWFfU3prcTZGR01jT1llLUVtbVR0MnFnNXFDSGd1WkdyNUlPaWhWdTBsb1NuS0gwbWZOUXhBbVplZ29JTzFHc1pPbXc0akdibmNvOTd2dXVCWUhNc1ZmMTF2Vnhta1FIYkJkdUY5MEFOcHVPaV9iNFpyT1FyNkRWX0dheF9UMjljUHc4SnZiWXJrUzRHSE1wZz09 |
Can here to mention this one | r/bitcoincash | comment | r/Bitcoincash | 2025-04-20 | Z0FBQUFBQm9DbVhRX004TGpSWE16S2pvRzM5UEp2UkFPb18xQkM4UHlVdjVpVFFKZzRzMUNUd1poUU8wOUZ1a29iVHo3WnFoUWVYcFBFTWp1NjBndXd6MzRMODNwRzlOdUE9PQ== | Z0FBQUFBQm9DbVhReDZ5cDB1Q3pWZWxPdG9LRXZMcWNIZlkwYnBLVGlaTXRQZjEtY2ZUdnFuYXAwQ1VPdkJHemhxMXZkZHBrN0ZOamJESVJKS2pKNUluVzJlbFJ3Q3V5X1NHdG9Mdm9fZ0tvSTRmTDBtWHY0bkFXVF9Zei0xYmE0cE9LcnFDeGM0eDBNSnVWMGVFamdjRUdFNWI3cTNLam9GR2EtTGZmMGNwQm00RndPTnJtbE84PQ== |
I have an interview coming up that includes job responsibilities like managing printers, servers, and networks. I am eager to learn, but these 3 topics honestly kinda scare me. They seem daunting. I have a home printer that I have had to troubleshoot and a home network I have messed with a little, but using enterprise infrastructure or sophisticated setups are different. How would I explain that I do not have much experience (practically zero) with these topics, while also saying I'm eager to learn about them? I don't want to say "Well I have no experience with this, but I'm eager to learn about it" because it sounds so empty and it sounds like I'm not trying. | r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-20 | Z0FBQUFBQm9DbVhRVW9TOFBlam1lazBkQ0hyNnZRYl91VWFxT1VIWXZDSnI1WmVmUkNLOWtRQ2oxWnAyaVVEZ2didEM0aVBJU2JNczNuSmotdktxdTZQWGxxcGdYMUJ2dXc9PQ== | Z0FBQUFBQm9DbVhRVzR4V3NHWWtRZV82TkNRVlBMd1RzRzJPQXpXd0Y4Vk9laVlGQ0VQeTE0WlVqRFhBekNWSlY5VVVMYmZaeXo3dTFMd0hia3dNUFkzdHh1V2pzQnJwOGhOSkpIWGtTNE1BRkpRbUx5cmZUc1N1MXltODN2QVZGOHM1WFpGSXRmVUNIb1dubWE3U0U2QUtFbGUwV3BLUWd3VWVIWmdkenlaMUlVR2g4R1F6dkJxMnlGQXA2ckc1bExwTXZyRnVIbXlzWmJNaG41MFNiTEljQXNNYVY0TTgtUT09 |
Deranged anti-Trump protestors in Asheville NC are comparing the deportation of criminal illegal immigrants to El Salvador…
…to the 1945 Nazi concentration camps
| r/trump | post | r/trump | 2025-04-20 | Z0FBQUFBQm9DbVhRWHV6OGhLbnByZUxBODFQR3BvamE2SGIzTXNqRVNZYlRycGVzOGQ5NFNOenZxV0locDRzcUJRMVI5aVk4dkNvUlNsWVhhY0NSZTVKa2gtaHVKX2J2Xy1ULWhKNTJaSlBiU1Q4Q21iemVBVVk9 | Z0FBQUFBQm9DbVhRT3dqS2REWXBwdmdZLVZsU1hOdDZmVTV1dVBjSUVlTmlxbk02X2E2dWhKa2NEY3VYdl9ya3Z3QXk5SmItYnVTVmZzX0tVdWRtaHVvRWZFaGd5Q3lmZjFKalFrZUJoNTZ5YS1RX2FFZDk4OEViVG9yQVdWT09haFY0ZXBWTUVGR2JzRWxCZE1VWGJkZjMzaERTNHpDSHVwQ3ljT3hhNkRzSURISHhJazBpQjBBPQ== |
Basically as the title says. I’ve been working as a dev for almost two years and i realize that i don’t particular a future in it anymore. Before graduating i was between cyber or development and development just ended up working out.
Since ive started working Ive gotten my Cloud Practioner cert and am interested in exploring more of the cloud environment than the application that comes with development.
My questions essentially, is a switch to cloud security realistic and does anyone have any tips? I’m currently studying for my security + but i’d be lying if i knew what to do with it. Beyond that any insight/tips would be greatly appreciated! | r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-20 | Z0FBQUFBQm9DbVhRSXNMUUlNRHk3SmpJN3lxS1ZnT3F6dlp2VDJaMmN0eDk2Q3VwRlh1R3hiTmkxNEVGcDA4dDl0a3FOdGtkeFhLZVJ2b1BXTmhGb2FseXZia0lmMnhMclE9PQ== | Z0FBQUFBQm9DbVhRdW9wMzB4N3BUZFNxTFg1QlpJeS1FbHhpSHRVbEVpcGhGY3JjYzRiZzhQMnZyODFFTDYxczFmTlkwd1F5Njl3eVhyUklwUTU2YU1Wa1hWMlNhejl2UHNpSjZfQmcweDFoZUw0b3ZMWF9jZjFyWVpOSDliTUpJeUsxWFpvQUhweXk0WUdTYmVMQUhhZXMwUkZydXJUeExlQlFpRVliRnRvclZjb0FIR0VxdmlCOEV1aW1RM25MYUFQaUFlRWVGV0FiaFRNM3V0VTdZdGJQak5EUEtrdjV2UT09 |
Might be a dumb question but can you stake BCH anywhere or earn interest on holdings? | r/bitcoincash | post | r/Bitcoincash | 2025-04-20 | Z0FBQUFBQm9DbVhRVHFlVHowbWs0am5SalNUOVlqa2VZQjg2NlRWRG5tMGd5VUg1Q0M5eWJoLTZsZmkwUzZITkVDREZqRGVKb3hpM2VEQWNnOXgzaGRfTnpHVjdyMHNLRHc9PQ== | Z0FBQUFBQm9DbVhRdnBlQWp1d0lkN2ZRVnlSSHpOMklMZGRtMkVHR2pLX3NUMW9LenpHNWdZS3BfUHU3QXFXdDV5V1FOa3RMYUtoLV9CdjdtNVZUdGVRbjNOZ3I4UkM1SVlwY0F4aEduUGNBaGk1YlV1Z3VUemVNVHIxUmp3S3YzMkVDTU1sNE10TjNDZTBnR2J5V0hINXBlRjVQMmxGVUlRPT0= |
It’s awhile since I lived in London but you might want to consider Rugby Union if you want a competitive social team. A bigger selection of teams at varying skill & fitness levels. | r/rugbyleague | comment | r/rugbyleague | 2025-04-20 | Z0FBQUFBQm9DbVhRRE1uSU93cm9XdmJ2MVRuVWVPR0MyVWRPVFllQXh3dExOZTkxalAxdkpBeUxoRjJCSnRVMzZMTHl1QndxdjBhS2k3bGpZSW44RktkZzZNUDcxNEtSdVE9PQ== | Z0FBQUFBQm9DbVhRVERXZWdtbW5adkpTREkyS1p6bGJ0bk14Y3N1RmU2RXBaZjZaQ2hUaTBMMkxKMWpYd1Njcmd4ZERRV1V2eWdaR0VBWkFIV3dUdUxBTTREYk80cFJXMURvNkNUUk1JTGdVWElfTGVQOGFKQmZ0YmI3R29BNEZROWlDR0pLeklwNHR6c1ZfZnVuWEFlNWZ5MEVjZGtPSFltSkRPRmVhN24wSXlNdjBEcW02cTJSYno5ZTM2MVRKM24wZzFCa0Zxb3Bn |
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