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2025-04-25 00:00:00
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Hi guys,
I had SOL in my Phantom wallet and staked them on stakehaus validator or something like that, until some time ago I had the option in Phantom to open staked SOL and see the balance, today I see no option like that and I cannot find my SOL. I haven’t visited any scam site as far as I know… I am quite a newbie so any info on how to retrieve or where to look would be highly appreciated.
Thanks in advance
Edit:
I was with 0 SOL balance and that was causing issue with retrieving the staked account. I deposited small SOL and all good now.
Thank you for all the input! | r/solana | post | r/solana | 2025-04-23 | Z0FBQUFBQm9DbVhRN25LWlJMTEYxSDRRSGIwSG5YUnlqRWY5ZU43UlVwbzJvRmNVOGdTRUFmOTh1dUNBZ2JWLTFJazlpUEpyOTRDcnpJU2hITlVYaWswa3I2c1ZvdEFTdVE9PQ== | Z0FBQUFBQm9DbVhSZmdHWll3Xzdfd0VXYUxrXzR6eVNkbFNZUzNIVEM0a0dIUEpEOGFIZ0lzQVBTTnljU2Mwei1fX2pHX2lyZzRSMWMtREd2cGo2MzB5ZHdPNUppRGNCZ3BiZ1pXXzVqOG1zOXFlRlhqNldtQkRxT0VnYlFiTDQta3FlTVZhN2FvLUJGXy1MX20zOVRYWVBaUGFZbDlMSjk5T2hkdkgta0FjNWRLUXQ0dTNiMHZGSmZCcm1lM1NLQ0Jrak90XzRiaW1D |
Seem like others aren’t happy with my comment 😂 | r/datascience | comment | r/datascience | 2025-04-23 | Z0FBQUFBQm9DbVhRWWVHS1V2SjFPeXZUbnJ3eUdqdVo4dXQyTndlcW5sMHViSnFYd2tJRjVrMzM3NXpIcTl1TTlHQ3B0WW9na09lSV9TNWdveWJiNGVodGFYOEUtOEFCTkNxTHV6T3ZvaW9DNWFNdEdLOGRFaWs9 | Z0FBQUFBQm9DbVhSSUFhS0Z6V1Zrd0JKVlJ2cDFCRWVENzEzXzdCbzVZWDg5MXFLYjZKMFlfcUxzbFhUU0NTMmVaWWdrREFiRkIxZWkzWnVHYWZwVDgxdDlRS3dWQzJ2NUdpUTV1M3dEblNvTlpBaldfaU4zdTQ3YVNKTTB3ZlkxZTFmM0tueFRsTWE2THlYNGZGc1ctLW01dEZISEtpSS1UUXFrai0tTl9BdlM3Nm55QUU4RzJPLVhveGxmMXFDN3F2U1paaG42MjlY |
A majority of privacy coins/technology are fake or useless or pretender.
If you "know your shit" then you know that Monero is incredibly powerful and unique because it's the "real deal".
Not even joking.
If it can't protect a terrorist then it's not g2g or legit. | r/monero | comment | r/Monero | 2025-04-23 | Z0FBQUFBQm9DbVhRYWFQc0dlWHFRZ0xnbkp3dERLXy0zbnlBSGRjZlJCQVFnOE5uSnNhYVI2WGxMM0tTNzFLMnRwTXVJZnpNMzV3NV8wN0I5WlZuZXBxSGhfbmwwdXNxZmc9PQ== | Z0FBQUFBQm9DbVhSaFFCMjJUMmRfSDVwN2NtNE1GcUdKR1VzZzFOX3NybzVHTDFNMkRTZkI0V0VXdU1CS3c4ZXBYaUNvTmctdTB1X2RZdTBuUEtIdnBRS1R1Zm5iazR3T0NiNkJRZnQ3V2F5OS1zZEJjUXlneHpZVTh0QVZUNEJwWjdtblp0VGVWUklvdmdHMEFtWW5ZYU8xWU1yc2pfbGdZdGp0MXcySjdXSVpvVlZvcUx3WmhlQ01JZGNMOWpPRzJYdWNCS2FmdW14 |
Edit: found the issue, see comments.
Hi network experts,
I am a jack-of-all trades, master of none. If my assumptions or plans are stupid, please tell me.
I currently have a network with \~200 hosts, simple local AD, Hyper-V, no complicated stuff.
We recently purchased a SN-S-220. My current plan is to set it up between our current router and the internal network.
In the current setup, I have [192.168.10.0/24](http://192.168.10.0/24), where all my hosts reside in. This network is connected directly to our consumer-grade (yeah, I know) router, which provides internet connection via our public /30.
Now, I would like to set up the Stormshield in between as a first step in the right direction: Internal Network -> StormShield -> Router. In the long term, I am also planning to switch IP ranges, implement some VLANs and use more subnets.
My test implementation currently looks like this:
Host (10.0.0.24) -> StormShield Port 2 (10.0.0.254)
StormShield Port 1 (192.168.10.18) -> Router (192.168.10.1)
However, for some reason, I can not reach anywhere behind the StormShield from my test host.
I configured the IP addresses for the StormShield directly on the interfaces, not using a bridge. Both interfaces are set to "Internal (protected)".
Then, I set the NAT Filter preset to "(4) Low" and disabled the vulnerability manager.
All packages from my test host to anywhere on the [192.168.10.0](http://192.168.10.0) or the internet seem to disappear in a black hole, and I can't find any reason for it.
Also, the dashboard logs a lot of issues called "IP address spoofing (type=1)", describing blocked packages, where the source is the StormShield itself and the destination are StormShield Update and telemetry servers.
I guess I am just missing a small piece of configuration somewhere, but I can't find out what or where this is.
Can anyone here give me a hint or some tips please? | r/networking | post | r/networking | 2025-04-23 | Z0FBQUFBQm9DbVhRVlc0ZnBKVEZJcTBLWVkzSHNqeWVrelo5aUN1N3FsWVo2NFpzU2EzMWR2RkhzYWNkZFdvRzltdVcyblJRNVFuN2prZW5xblgyMEJPY0V4cFdnQlVSc3c9PQ== | Z0FBQUFBQm9DbVhSc2NjTVZVMUpHVWU2Z2tONFZlZy05WmpYSnhZR3JnSVRzZjZ1Z3QyRy1OWkZ3QmdTUHNCbUJNbUtXWHVGUl9sTEQ5V1RnaHUwZ3hmWExjbkFrTVlVSzRsUmcxaUhqeVdRdXRJS3FEeWtta1ZtSHdVOTg4R3Z6ZjZoRkRyZ2JwblRycGd1bERPTFJrUWI0U2ZrSHFhVjgwSTlzTzdDM2JZeF95QURDZ2MyLW1pOE9UYmtRN09mdDl1QjcyQXVzNFRK |
Thank you! | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRWHowdnNCRk5mY2l0M2MzTURrR1JEbXlraW55aHNBQno5VU4weFVqWlNIcnlYRzlJNVRZVm9HX0dGR3luS3laRHJmX0YwdWJwRDJjTWRaNjByZEtLVHc9PQ== | Z0FBQUFBQm9DbVhSemFQNmNTMHpwanMtbkxES1lXUVoyRWhMWURmekhld201Mjh3TnZDcnJtVlFKb1RDRFdlcTBxQXVadHZZcm1KZTBDVG5oYllvSWJUeUEtOU9pNkhsRFJKUjc2djF0RUNsc3lmbTdFVnE0cnhQSGdnT29YNmFoTXFLejE0bmVremljTUczTExqcVlueEFCSEJDQVFMV3BmVU1fVDQ0S21xaEhsTXJuU0pmZWNIV3ZRZTJUY3FBQ1hOb3MzZWFfeTJXM1UwNTZ1UDRqU0RneENpWF9aSm9kQT09 |
Thank you. | r/monero | comment | r/Monero | 2025-04-23 | Z0FBQUFBQm9DbVhRaUs2N0taeXZrWmZXQldIS3JlM1FiSUdJZUd1ZUFzWTgwamllb0JGT0Fib0tqbWtLZE1vM3pqVG5mSU5jUHphTlA3ck1Wdnp6aGVLR0tEQmxxNEFheFE5cTdwTk1QOXNaZmdIN0gtbmpPU1k9 | Z0FBQUFBQm9DbVhSRHVuSnBZeDJ6N0Q2bTltT3dubUdNb2tubUtTYmJaY3pFOWQ0Z3F5aVlYWW1VUG5Tb04yb3FXNW43ekhHNU0xRlAtZEZ1a0R0bGJMR0daQ1llaHVzZWhGcXhMVENaWWRJN19wOVlQUTFNaV9RTkVBTkFkcjhHQzFvNHMzbGxXN24xa2JDSllsRDVieWFWQjhrMEYyQ3g1akVWYTdsUjlROE50TnNOR0tWTkxhOFRUVlprVERVNnR4cDQwTGlBN0p4T0JaaEZ2RUpTQ1FsbDZYYlZjd0xZUT09 |
The guy who was killed at his “assassination attempt” was a firefighter. Perhaps he didn’t want them to investigate that. | r/liberal | comment | r/Liberal | 2025-04-23 | Z0FBQUFBQm9DbVhRUnJZNExSSGRHY3NuMmFEMXNjYmx4d3VVcWR1ZjVFcklUNklRVWVnYlhNZ1NCeXZXUHNZX2dFY01iU1VwZ0YzZEgzZkZTendfVFBZdndNOHAySXJVVDNleFhmYllZTWZNYXk2VkFHQTU4NzQ9 | Z0FBQUFBQm9DbVhSM3BuQl9FdHY2WV9zSXVXS0ZDVkM0QlZub2NuM0NYcUhON3lhTUVQYTJoY3E4UlJCb3ZfeWVTMDNKalU2UHBaQ01VeHFBdEgyWHZyVk5UcWtoeEFxVzUzcGNYa2ZZNG9SRldLUGp0OHZyQVgwUUlkb1liNnJuaFhvNUY2VzRnS2lIQWxvdkhTNVk5d0x3ci1na0F3Rk12T0ZCV1JwVG9yajExS0FHZ0VoZUE2a0MtU25MckpVZEhTLURWNHlyZ0laN3NNTm1lTTdzbWR2bm9lcVlfUmVZZz09 |
This is a great application. When the algorithm label the data, what happens next, does anyone do a quick validation? | r/datascience | comment | r/datascience | 2025-04-23 | Z0FBQUFBQm9DbVhRY1FpR2hWUkxsWGd4Szl6bmh5VTF6MWRHLUZGVDhPRmlsVUhUYUhzMHVvZ2EwNUloX1d6clNvVjRqZE9ZYVdXSXFPTHRLSXB3WVFieEUwMkVURzZFVEE9PQ== | Z0FBQUFBQm9DbVhSY0pnQU5TV3ZWWUl6cGk4amRMdGJibFVLT1I0M3MwRnRrUXV6Mzlua0hqVjlFYlExUEZZbklPT1ZoYlBzV2R4RV9Kc3hQOWxSanI2TVpEWDRtNk1mLVVGQVF2N2M3aEtlYU9ZSl9KR1NFYm5SS0JkbXl1M3dUUEFaMzF4NVpyLXlHMGFyT3NHQmk5UXlqMUU2UVctNklxV1p6c1BaYWRwUFdrWjBJbDFvOTFZTXNTRGlBeW9CbTVaVG16emxwUUJrTkljSHQ1aXB5VjRQeHY4a0JOdjBwdz09 |
Did some digging and found this article:
https://polkadot-fellows.github.io/RFCs/approved/0097-unbonding_queue.html
According to that graph it would take 10mil tokens to even push the unbonding period to 5 days....irrelevant for anybody reading this. | r/polkadot | comment | r/Polkadot | 2025-04-23 | Z0FBQUFBQm9DbVhRN182UHRnQkZTc3d6eWVodGtpUTJaN1EzcHRIR1g4UE1xNWV6YWEwb1UxbTJWWUVGU096UDBrNUVPS1pIQlBmODNSSEx1M1NGdXB5aElKT0VienFwbWc9PQ== | Z0FBQUFBQm9DbVhSZHZPVXl0R1hyN21rMldnQlVDSWx1ZE92OGRPRkFOT2duYU9QQjNzWUJzRU43VVlqQXl6OTZvMTJfZkp4YmdTNUk5U3JhTS1yeXhWNDdXVGo1QlllSWtKTE9yTmN0UThRQmExSXRzYnJtWEFNVFBteU1XTDFLektiYUU4eHZrSlpDaU16VmxLZ3l1b3NUVW5EeWEtZWtiNFI3MlAyT09oZXN2SkRDMXBqZEFCcGJHU2tkdzFlVVdpQVA0cmpERjhxcG9sRzM3M0xKU0pMYmNnM3p3aEtiZz09 |
Can you not simply use the output embedding of the last layer, before it is mapped to the logits for the next token distribution? This answers your question on what to do with the attention heads. | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRdmpFZ2tuUGhtZHNUUzNMSFBaQWNUVldzVkhFb0dxd05SZDVLQ3hYQXpRTS1RZ0Z2MlBxYWhlVFQ3ZW9JVVRnSjliTzd0V1Y1bFE5enRUQWdCTDlqYTE3UFFCNUdHcXlsX1owdElZMTBRU1k9 | Z0FBQUFBQm9DbVhSZnhDLXFrNTFtdDlRMk9udEdnMERSUE1WVG1jRlJvb0pjbEJ1RmZxQjVBT01VNWl2ZkNMcUV5aDhtS1kxa2Y2UTRVTGZ0SjZ1ajhzZHpTX2UxRGkyUldTNV93LVdaVTg1X2NaXzVCNG45dTJ5QU5xUVpCWTl0dkdERE1NczNMQ2dpX2FDNm5zOGMyS1drWmMwVDVlM2VwLUQya0dYd0lTYzA5U0VFTndHY21FM3dWU0g3N1BOaGMwX2VMVV9Jd1d4MGFTLXBOYk1Mai16QmFRcDZ0N05fcGNJMUc3ZTktZU9yYnpJTWlMamVLRT0= |
The #WalkAway Campaign is a true grassroots movement, founded by former liberal, Brandon Straka on May 26th, 2018. The #WalkAway Campaign encourages and supports those on the left to walk away from the divisive tenets endorsed and mandated by the modern Democratic Party. We are walking away from the lies, the false narratives, the fake news, the race-baiting, the victim narrative, the violence, the vandalism, the vitriol. We are walking toward patriotism and a new, unified America! We are the future of this great nation!
[https://www.reddit.com/r/walkaway/](https://www.reddit.com/r/walkaway/)
[https://www.facebook.com/groups/realwalkaway/?ref=share&mibextid=NSMWBT](https://www.facebook.com/groups/realwalkaway/?ref=share&mibextid=NSMWBT) | r/trump | post | r/trump | 2025-04-23 | Z0FBQUFBQm9DbVhRNS1KVjJROGctVE9ycXlWR0QxOWs0Wmt1eGpkWFhmMjZCYl9RVHlXNUg5ZmwyQWZxZzJuWjM0YVhON2pTQ1BFMVRTQmpoaVNkNXQtdmUzSTBMalVhaEE9PQ== | Z0FBQUFBQm9DbVhSTWZkTmpGY3Z4S2xaelBpNDNhSmhybFhYbDZDSjVaa0pndHItRjV4UUxqNUNkZExaa0xuckVhWENDWmhBSDQ0RFRYci15dUw4N29OcFZrT29KMUJsUEZ6QXhjUTYwTkJZWVVqR3FLbzBFdmpKYTVTd1RXVUwxYUpSWHozeVRBOU1fZXAtUEd3eUNBak5DQkF0dl9SLUVMWGJPNG1YbEFoWjZ0WHdocjY3QmxHSWNPY1JCb1BDZUVRR2ZPNEpzcjB6 |
I don’t use many graphics libraries directly. I prefer to convert the results into a JSON format compatible with Highcharts, which I can then use to feed a web dashboard. I use it a lot with time series data. | r/datascience | comment | r/datascience | 2025-04-23 | Z0FBQUFBQm9DbVhRX2ZHVjFQNUQtQ1hkVm9Hckt1NURMRlRrV1VFdG9XbTEyRTZ3Vmt6aFdrbkl3bWVhNm5NVlpXRDVJM202dVlwbTcwRm0wblFKT2s4ZFJLcGZIYVZwbWlNQmk0cTRrTkJCX1AydUhHSVAtWVU9 | Z0FBQUFBQm9DbVhSR3FSYlVhR0tjMmVCLWZ5ZVFKdVlGdUE5ZDR1eFRtWlVkTThrOTdoWmswaFZxdmd0LWUycC01bTBZel9nc0ZJMWVzZ29mdFZMSVBrOXVZSVl4d2NrWHFueURncm91cE5lQzdKU2xJajNIQ2pOdDE1OG45ajcwY1hCalJMT1VPc080WHlKNjl5aW92NW9Oalk2SXZEYkNpWEVoRi1qT2dsVE83cGZCbEpRWkdjbXZ3S2t4T3d1dW50X2xEcUhIR0ZocnU1VFpFaG9VaXlJa1YyM3NGRW1mZz09 |
It reached a valuation of $1.86 trillion as the price broke above $94,000. This is Bitcoin’s highest-ever position in asset rankings. Previously, its market cap exceeded $2 trillion when the price was over $109,000, but tech stocks were significantly higher at that time.
Source: https://www.coindesk.com/markets/2025/04/23/bitcoin-becomes-fifth-largest-global-asset-surpasses-google-s-market-cap | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-23 | Z0FBQUFBQm9DbVhRZm9DNXVuUzRTWnJRVVRidTdfQ2FOUXRzM0Z0T3E3WDVOckMyRDhhMk1OUy1rNWU4Tm5IeG55TFQySEZQZ0hXX3h4Wkh4enlZakxIRG5yRmdOQlRocWc9PQ== | Z0FBQUFBQm9DbVhSQmFxX2U5TVJ4Qlo0WTEzejdTYmo2a1lzV2VyVHktOEx2Ty1NRXhsU1RIWW9WcHU3Wkt3dTUzUWNYNTlkUGVnVENFSGxreUF5TmdiV28zYU5nMzF1bXhIRVJCR1Ntdmc2eDlLS3BnTFlLMXpmeFBybjVQbTc2a0VZaHlDRmVyM2ZDR2UwLTRqU1JCMWQ0dkI2SjY5LXRQdWJya3MyNTQ4ME9la2ZwaEkwM2Flb1hlc21iaFVwbVpVTzM2RVdnWW9TaVgxdEhpd0ZOUGFtUld0NVRUOUNmUT09 |
Hear ye, hear ye. The only thing I’d point out is that your impassioned post doesn’t account for those who are so severely impacted by their condition that they’re unable to take care of themselves. This goes for both adhd and autism. | r/uspolitics | comment | r/uspolitics | 2025-04-23 | Z0FBQUFBQm9DbVhRY1JTYjFkWVNRamlmTlZwLWRFcEp6Qm8tcUxEaFNlOEtmbWdWOWZMZmFMUEl1TF9ONlE4YzhaUkNFSnNzTE5naHFESHNULXprbjRqcVJVdjZRTW5nc1E9PQ== | Z0FBQUFBQm9DbVhSS1NZOUNKQ1FYUkdKcUx1ZzBwc0U0b1l3RUY1R195QjJDTU1GdGxmUW9HUU9SeWVBY20yTTJHRm1NUm1xUmU5UTkzZVlfRjR0UFJDRXl4YkJITjlMUF9tZ25VZFd1U3VqRnhWdVpMVm16TGJEQVA3MHE5RjdOMGFlVDZUQll3ZHY0bFlfUzViOHJhZkdBWkVYOWhOV0owLWNvNVA5MEtnVDVtbGg3QjNHemJ2UVFhMEtVbDFReWhTN0psWG5zOW9vRC1pNk9fblVXYnE2NElWWnYzQkFqdz09 |
> The fediverse wasn't ever about privacy or security.
However, OP's question _literally_ was. | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhReTl1c09yV1BuUG5tREVtTmFmcXgwUkVuZjI4T19iRVJlQldqS0YtWkhSWUNiczF5d1Q2MTVwYVZPdVNfVGxmeFVzVEZ6M0FMLWRZcmJhUHNKTldsZHc9PQ== | Z0FBQUFBQm9DbVhSVlhNbnZZTnoyQU56VVNUXzYyNG5HUS1DTjFla2NDWGtwWkROaHNxaWduQndWMVA5RzdQa2VTcGYway0tZ0NLYXBvYWM2SVpQM3NIU2tMOU5XUFhEaGhMMGQ3Y05OUzM0b1BJNHFwcGpWdFBSMkE0VWNWVkNLczMwWG9Od1Yzc2c3aUQzZHBDOFJvWUJiTDB3MkY2UjVVenlXY0xubkFGckh2RGFXcENCOHJRaV9ZZWxuUXQyelEtLTFrUVRDM2ZJQXdKeFdBUHJfcDc1VDdMTzlONUNqQT09 |
Please recite the Declaration of Independence to prove your point | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRellNX3RCZ1VKZHdwWkctRTNPbDgyempjbGplWmdEMlFVZllZYlM3TDFoeWRjRVktazBXSmJzNklORDVNWW9yZVkxRWxBeFVVRjBKVmdiY3BKR3hEYUE9PQ== | Z0FBQUFBQm9DbVhSYVl0WGpWeTlydHlzS1VfYjloNGN3eVZZbW4yUEVIeExvcFFQbHlWX0JJQWlJWG03bGVsOFVyd2hwdEI1T2xFcUl4R3JzM25vMnM1SHJTcnh3TTRmcmhTZkFTcXZ5LVpQTVM4QnBzeUNMM0dWU0N4T3ZuRDRUVENKM1dmbXU5VWZoVDNOVVROVWhTeXBkeXhkNUhLX29HcTFrVG96cE0zbHlheHM4VmJHbFdQSWI3blNOcWxJRUNtSUhaMV9RbnBCd3RBLUJ5SjZ6RldhcWRwWHMxb2VxSGlHSHBta1lpbVVzMmNSRk5CUEZtOD0= |
Sons of Benjamin Franklin! Cool experiment. | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRMGJDMHE3d05rQkJ5YmhCMW9uSUZURjRxTF9sYUQ5Uy1DWi1TYS1IY0owblZocGNodm42RjBYTVh5VUNFSF9YbDNxLVRQWUN0SHV5YXBfYlQ1TXItUFE9PQ== | Z0FBQUFBQm9DbVhSOHBUZXAwcXBsNjVpbzBReWszZjctRWpDYmxwZUkzemxOckladWZsNFdSNEFWcW1wRG5wMHZVWVp6SUFZUTFENXE2LWl2a3hxZmppMmhnZlNaT1VvZ1lWdkszd001eTJORG1CU0RTdXdMV2VySHRfQXQwYm9QRFJ3OGIwUF9BU0trRVhsLWNFeFQwMWE0bHZqRldUSGs1bnhaSk1FeXlRZ09JMjJvMG54LTBRZGxMREdfaEQ0NkdjaFBaYk9aanZIb1lVaUFmd0t3Z2ZBMTBUX2ZiNjdWZz09 |
I buy and then send to my cold wallet and more often than not, PayPal puts a 48 hour hold on it. Im tired of it, but feel there isn't really an alternative. | r/bitcoin | post | r/Bitcoin | 2025-04-23 | Z0FBQUFBQm9DbVhRZk5LSEZwNmFCVVd3SnlaTFd2YzlZTll4clVhbVRiNXJXQ2pabDBHejVFMjBhUkVXNnhRUkRpRHRuWjNOM1BBU3g2ck5yUHNuR1FLZEItNDJIbVFxeWFYTjZtNHJTMmdMRGR6bUlCRlFmb1k9 | Z0FBQUFBQm9DbVhSY3FFbDc3QjJTVUNzdXBwalQ2YnIxM2QyX1pJS0NWd1p1WFZmaWpaNnplNGdMbXBDMG10Z0N1UExLNGZYQ0I3M0FheHBGbXJkM3FlUl9XZExYZk9PQ1lXQ3JDRVhvQkI4RTJBSW9YaUdLY2lFdXRTUlhPYTBYVzBsNnI5Vk9jaFhmd0FyOEVKNzVJNGNhSUsxaWZtbTVHeHJJNzRRZEFrMlJEdnJpMlZhUnpwQ2FkbUZDZUR6YThTODZsVTZNeC1pV1BtcTJzLTFuelQ3ZktRSEZZR2JVdz09 |
My first thought as well…I hate this timeline | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRSVVaTGhWcllITVRWZW1Hc0xGS2ZoazBENXhXMldkMzA4U2htYVpQeGRnWl9jVnlQLXJ5a0hLa1JXRHJvTm9CdWYtSWtZVFJseC1NRklQOG9yOXlDWGc9PQ== | Z0FBQUFBQm9DbVhSV1RSVzVZdWJIbnozTEhOY2U3RDVVQkNHdjZ4NWJlM0ZJSzl5OWRUYk95aTBkTlVJeGI5anotMWpXZzRzNnZwSmdyQ2dtNzhpV3NfTVZqRjhHUE5lVkloYnkybkN2SFJiY0hLV0xQdUF5bGtBUEh1NHhTbFdRdjF6TkRoYW9hQlhDVzgxRGdyalo0Snp4a08wNndsNnNDRmJuOTBsb3RpekZVQnAtclNScVUtVzRUdmczTHpWSjg1N2VvNVJ2XzBlckRaaHhxaEJiV1VESkZZemNqMWFtdz09 |
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*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/MachineLearning) if you have any questions or concerns.* | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRYW8zUlFfcWthVzVWTWRwWENFNXFuTVRSTGY4dGx2X0puS1NEME1naUxWYUlpY1psN1ZFaDFLcXBDVU16eDAtQjNkdWZGNlJud0RkVUxvN244N2hHTGc9PQ== | Z0FBQUFBQm9DbVhSYWFsWExYVzM3LW53X0hWWUxadlF1c3p6WWhJOGJfSnF2N1FsTXRDRVFEWnA1TVhpM0NhM2I3Sko0cWptYUlrM2U3UC1RdHNKVlNsWUN0UUdVNHFvUmlQT0lwR1JnV1I5SkxTUFMzbXdLZ3FSaVpZajFxdDN4TVloa1Y5c01fdFhPUnVFS0xCN3BodUVkUnFlcHp5b2Z1UnR3ZHVxSUE1aDBnS3Qza19lczRvM0xJb0p5VVNsanpzWDY4ZzlWbU5zX1NWQzFPakkzeXFfUEFtczJzQ2tXTk1uaXVTc3QxQXJoakhjODdiMjhOUT0= |
Just crossed with this Leon Metrics [Tweet ](https://x.com/LeonWaidmann/status/1915012178475630978)talking about dev activity and Ethereum is king
https://preview.redd.it/q71s0cy7rkwe1.png?width=1016&format=png&auto=webp&s=df13f7ed212f99b9ece33f21eee525c479037b34
As you can see in the image above, when we talk about developer activity in the crypto world Ethereum is the King too. Active dev engagement, commit velocity and ecosystem maturity are on another level. This is like Linux of Web3, battle tested, widely adopted and constantly evolving.
However Ethereum must not sleep and keep working because projects like Solana, Sui, NEAR and Cosmos are quietly pulling serious talent into their ecosystems to try to catch up on Ethereum. Personally I believe that Ethereum will keep growing and probably even making the distance of this metric bigger because I am really seeing in my real life software developer job that companies, small ones and also big ones are choosing Ethereum ecosystem to work with for things like RWAs for example and in fact when I asked my boss or someone that decided to choose Ethereum or other project like Polygon they say, and this is quite sad, "Oh we didnt know there are so many good ones. Well we decided to choose Ethereum because it is the most famous one for this". We are so early regarding crypto knowledge in professional environment but anyway, fortunately they are correctly choosing.
Future is Ethereum.
Source:
* Tweet: [https://x.com/LeonWaidmann/status/1915012178475630978](https://x.com/LeonWaidmann/status/1915012178475630978) | r/ethtrader | post | r/ethtrader | 2025-04-23 | Z0FBQUFBQm9DbVhRTmxMcXl6UVdOdC1ETFlRRExhWUl4dllYeGRkM0l4d3hGaVhMUFkxcGJvWEU0RXFIRDdqb05hNTczTC1NNzhUSUZzUjF3dWxXR25oS3paS1I5WjF0d0E9PQ== | Z0FBQUFBQm9DbVhSYU45d1ppdEhKZHZIYjVaV3EwT0ljZHZOQlh4Rm5UczVBSDdWNEkyZnBhaHFjbVlQWUNSdnhycEFGQUhOSFQtdEd2dTk2UF9iUlpzRmVBZXdZWTRiTHZfdFg0bjFmUXg1UE1KRW45bnNMdlBXdXVESnQ0ZXV3N1poZl82eENJcV9UcmR5YkdoVnBITUVmbU13ZVFqVVpkb1k4TF8zYkxZc002NmpuajhuWGlOemlFVF83eU1xWmxZVWViZ2t6N3Ff |
Hi everyone,
So my partner is trying to summarise and visualise some feedback she got into common topics. Eg many asked for longer sessions, and asked if I can find something that does that the same way the word cloud works and I couldn’t find anything.
I haven’t really worked with NLP apart from the odd task here and there.
But I guess what I’m looking for is a tool which under the hood creates clusters with the common phrases, returns the center of the cluster and size of it and on the back of that creates a “phrase cloud”. Anyway is there something of the shelf she could use, like a website.
Thanks | r/datascience | post | r/datascience | 2025-04-23 | Z0FBQUFBQm9DbVhRVkNHTEVXVG9fdEFpNnE2TFJkYjBHM1R2aWJacHA2b0d0Q2FfZkZ4N0Q3MHNRdWFLSHp6U1VlbFBwRUNFLVJFX216OTI1VHFrN2t4WGpRM29HM2pubElobmRBcXlOUi1BVFZwbUpTd2NSSXc9 | Z0FBQUFBQm9DbVhSQmNBWWRfQUpTS1R4SUlheUNYcGp2d2U2bk1wMjJNSzZrcF80Xzl1Sy1SbHNoZ25NX0JkTWlTc1U1bWRyXzRydmdmMEtwMlp3dlMwZTR0WUg0M3VOcjhBWFlpam5KWkJJQ2d0VzZlWmU1U1kzaVBwMW4yZzlodTh6bUhsekg1MFFXbnk0VzdSNWNPTXNLYXhxdGpCcTd6SDVncmNuMjc0aVJKRUs1TTRHNGstYW9pYmNVWnJTdkxnaG9ySkl1SmYzQXhMQnNPQTI3TmlyUUxfOEJQOW5SQT09 |
Stupidity | r/btc | comment | r/btc | 2025-04-23 | Z0FBQUFBQm9DbVhRQ3RwOFlJQVJ3cEVBVEtvZTJDV2liOHFsalBaQ0EwYmdsYmU1Yjd4S1FBWXdVNmQ5b01wOVJPNnRibWIwaEhXZFhwTGVKbFFTWTN4OFVrOE9lMVNmU1E9PQ== | Z0FBQUFBQm9DbVhSY2VJd25xSTBzYl96QjFCMzl4WHNTaHVPVXNLT0ZxdHRxSFlsaHEtN2JYTllfbk1qeFRUOXl4Yzh2Z3UyLW52WWhhbUE4UkN5NUYyLVMwQ210OGJXWk85Ti11dTNYaTlPU2k3eVpLVjg3aGFJUVFJS19sTEtPM0duQnd5OERnQUlnaUxoN2VJU1JFcjRYdjVud0NDY3pWRldxOE9SU01KckRLNFd4cmUwc2g1TDR4elQ3T1lvOGpRR2s4TmlJdVJLMmY3S2paWTFBSWFOS0dZZzJhRFZDZz09 |
I haven't seen this before so I'm curious what is considered correct. A "kick" restarts play, but definition of a kick is "A kick is made by hitting the ball with any part of the leg or foot, except the heel, from the toe to the knee but not including the knee". Should this have been brought back or is my understanding of restarting play incorrect? | r/rugbyunion | post | r/rugbyunion | 2025-04-23 | Z0FBQUFBQm9DbVhRSVZsMjYxZGNUT1NhLUhHclRkVS1Ka0lxUVlWb2hHZHhHaWRHV29nazFHNDlMeUlSMURGRW9KVGRGdktmYUNpYUw5aVdqanl4ZmdwZlVZQzhIVXJEb1ZuM3RJTEtWV1ppcWcxTWR5WWNQVU09 | Z0FBQUFBQm9DbVhSNDZETFYyQ3VyVkFWZ2g2TzlwM0FkSjF6Vlc2dGhqM0E3d2Z4SWlGZ3Q0Q05UOUhsU3VEZm80ZWRDRV9zaC1YQ3pjTldieXY4Ykc3YjRXbnZ6T3VDaktMaUR0VWF1UFNqdmdGUXQ0eDBKVDd6WDVnQ3dmMExBSFdabDBqdXRnM2Q3VE1ORjQ0Y3hfRElITFBNbEU5VWFYR09rbjVJeURHVWs0N2d0Y2FFXzRnPQ== |
Wondered if I would see this comment. | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRZ21DRkw0MzNaU0xWVEFSeFFrdVFyZWtRT2E1VTNUTzVyZ0Nqd2ZJR0hNUEpDSkxjZzhuWnpUd0lVcWFFaE5FZUppNi1HcFFVQXNTc3lYdWppZGIxTlE9PQ== | Z0FBQUFBQm9DbVhSQkFhcnphNHZfNlhZcmF6SEdpYjhhLWJrMUVrMl9OaVYtS25ta0NSQmlPX1JYNC1JbFhhV09ZNXl5enBadWxuTFNIUHY3SnBqakg2cjQ0aE84N1A3MGRXOGpFdTd4Nld2ZTZTQ2ROb1IyblRVQlhqbU5MZUViRkFWNlI2UGRyX2Z4ZnFWMTE0RlFFNnFnMUFjQ2pUd1EydlVWWmY2c3FlVURiTWpxRWtCYnJBVlJ6OUh4cnROS2lQbWpoVUQxLUVEOGQxT0U4bDU5SU9CaDFpV0djaVBadz09 |
You know that a lot of the people you meet on a daily basis are in, "fake it until you make it" mode?
There's plenty of actual data out there covering the subject. We pick up on words, phrases, or tools that are mentioned frequently. We pretend we know them and on our own time obsess over learning how they work.
I'd say anecdotally that maybe half are really trying to develop the skills. A quarter of the remaining are just floating, and the remaining quarter are just running their mouths with arrogance to try and further their lie. That's only based on my encounters and my own observations.
You will encounter some people who have a deep grasp. Really know what they are doing. Those are the true outliers who have invested the time and energy into their knowledge. They may have different brains or something, but somehow they really know what's going on...
This is true of the whole tech sector. From VPs to Directors, to ICs in data sciences and engineering... We are all just trying to fake it till we succeed. Some really are pursuing the knowledge to become the outliers. The rest are just committed to the lie and getting the paycheck. | r/datascience | comment | r/datascience | 2025-04-23 | Z0FBQUFBQm9DbVhRcTlCbHJuVkppMkNhZkNORFZ6blEyaXFXYUdJd1hkbmFHeU42cG9ac3lpOTY3MG1uNTdZU0xwaFR0Rm9tWV9SaEpOTUl4UUhrMnRrVGxOUk1lanEtOUE9PQ== | Z0FBQUFBQm9DbVhSazgwV3dFdzQxTEpUOFFwcTZpQTF3azFybGgzX1VDcGRRZVhNdmx6aHREV1RCN0cxMzFHT2ZoSzhuWG1wTTBSMmE4VXRwN2l1clpUNkJHelhXOTBzRktZVGJodEF5cGFMbEFIYlpmTzFKbnpCNzJUdGpOZ0dsT21WUGtoakZ0LUc1eW9YeUFTZGhpUi14WVROclFxaHBCUkJ6ZHBsSFlsRkoyeWRjQ3VZbHhvb2pXNThENXFVUUR5U0pmUUgxZVFUZmpLUTd6OVIzd3FfOTdCV2tpUUpHNFVvekFfUFZOcmF4bWxMZnRnYktuST0= |
Not just ignore. Block and report as spam. | r/btc | comment | r/btc | 2025-04-23 | Z0FBQUFBQm9DbVhRUzBleDVxYnh6UjNqN1lwaTJmNDNjc21jVXlWZWYtY0pnTDZXS0NDODVXNHlZYVBoXzZIRXdReTNRS2VRV2JOYWdOMmRsdF8yYURYQVN0SFlmOXhIMWc9PQ== | Z0FBQUFBQm9DbVhSMi1WS0tUMU9tWU9HM0Frd1ZxV21SZDhaSF9TeU5mamNjNDJEeG1zbkw1VlJRZnR3dU14b3ZQOWgyd0VKWFZsR1JxWUhpWW1Lai1DcjVNeVVtazZxVUZYSG9TR0E1V3Q1a0xJVERORlFGMVpZbTZUM2xBUHJZd2F1Ml81LTJnblVTUVVyNXZ0SWZvbzB6S1FKSmxXNkROTDBVNm5sajBlN1V6ZmF6Y1VJZjBuRENyNkVyVUpzclNGcXJlakQ5Sk5H |
Trad fi will adapt (use crypto rails) or go extinct. | r/btc | comment | r/btc | 2025-04-23 | Z0FBQUFBQm9DbVhRNzZVSzB6MHRCcHFGQzNVcEQzWDZub0Y4ODljLW1hbnBaNEVlMk5TSVVoVWttUGdEUlZXSEU1OVREV2wxbVNlTHQ5NVhvX1BBWnFFaWNFc0hnNVdLX2c9PQ== | Z0FBQUFBQm9DbVhSa2FSeURXbU43Sk9iczlxU3gtbWF3bnNEeWE5Z0J0QmhYZ05pUkZyTi1zSklPd0xGNnUwNzJncWs2b0tvQzdOY1g3RDlaMTZSSURnLUMxcXhuMHViZnRybXo2Y0lkUFhqUmZTN05XNm5VYmVtNWFhYXRYaHFwbVNiVHZ6ZnduTFUybnlIakJSR2VscUJ0bkZrMEdlRjZ2NUJfdkxVTDFRcF9yLUp4Umo1NFdfbkRyWEdXTHF5VHpDa21McDl6ci1UQUFJZVNILWRnNUxYTF9yX3g5YWlmUT09 |
Not only that but the god damn chain has been under constant attack to deanonimize it since 2015 and it has remained secure and anonymous. There’s really no catching up to this in my opinion. | r/monero | comment | r/Monero | 2025-04-23 | Z0FBQUFBQm9DbVhRNm5TLUtNWWcydHZvSndmbk4zR09kOW5OVFlGbl9qQTd0UjVVenNhR016aFlUdUxiZ09ITVhCNWF2dG90QVVGVXAzUlVZTTRfR3dmYlpRUmh3TEQwZnV1cmM2WHNJc3BTVjNKalZSbE9xcUE9 | Z0FBQUFBQm9DbVhSYUZSR3llNmFDcUxXcUNxTlZSY1JKT0Y3NU5IYjczeXBPak9TbHBnUVhrYnMwMkFhYzhOWklOeUpWRVM0dHl6WVJSOWZaQWNyRkNQa0hQT2lqZXdqeFVPUmJtZmZzVWNxZUhMUjQ0VU9qU3JhZ2J5TGg5Q3k2ODd4QWNuR1g5Y1BkTlVSRENlSHpTNjlWNHB0N3VLTzZIUEd4bmFXb0xZQlBUWHBWLXRBSF8xWmFjX1JMX1NvNDdJZ1UzdG9rRk05 |
She really should be censured from all Human discourse. All of it. She should not be allowed a single syllable for the remainder of her natural life. | r/liberal | comment | r/Liberal | 2025-04-23 | Z0FBQUFBQm9DbVhRb3lLYmNLNGlWV2x3WHdVOGtRMjZNaGdmMGtjUGRweEJpaTJrQ1FLUXJVcnRXemtjRU0wcEVJeTdOUS1TR1VvaENVa1B6QkN3VE92RXhRMjdUZ2lhZXc9PQ== | Z0FBQUFBQm9DbVhSRVBwTy1KR0p6ZHhPZkNrQkdQRjBtazNralpxQVRCN0xJcGgwT24tV1F5N1FaTUlkbUtSbU8tbWM2TEpMa0xHUUFYeF8wVTFidnJsV3RNMHdQemQ2UmVETnM4Y3dBbG4xeHVnN0dqSlNuY3RZbGUzSGsxMWprS1VGYkRSM3FGdXhfOFhKWVV1aDBYWjhxckRRYzBWYVQ1Q2lxWXVnT2RkYUxoc2VpSVhfTUVVTUZaVF9zdE1QeEZLRHV5RGRQQnVVZEVRbDFQVDZjSHRLZHNzQVR0V1k4UT09 |
Hello Everyone, I made a significant improvement in my React app's build process by adopting a best practice called multi-stage builds. Previously, my build time was around 13 minutes, and the image size was in the GBs range, far from ideal for production use. But after switching to a multi-stage build, my build time was reduced to less than 60 seconds, and the image size shrank drastically from GBs to MBs.
How it worked?
\- In Stage 1, I used a Node.js image to install dependencies and build the app.
\- In Stage 2, I used a minimal image to serve the production build with Nginx or another static file server.
This strategy not only boosted performance but also made my Docker images much more efficient for deployment in production environments.
In my blog, I go through the details of this process, explaining the steps, the YAML examples, and how you can apply it to your own projects to save time and optimize image size. If you're a beginner looking to optimize your Docker workflow, this post will be a great starting point to improve both build time and image efficiency!
Check out the full post for more details, [Docker Builds Too Slow? Here’s How to Speed Things Up (and Cut Image Size):](https://medium.com/@DevOps_Guy22/readlist-3-optimizing-docker-builds-3fe568252658?sk=77fc54af8ffb424e6365d2b7247207af) | r/devops | post | r/devops | 2025-04-23 | Z0FBQUFBQm9DbVhRWGQzWXVRV1F2elRzNmE3VFhLTEhpNzRlOXo3RXUtVmNkd3pqTFplYTFXUkRVemplUE1iemR1ZkJ6UnhhOXJvZS1ZOV9ZZEwwVDlRNkMwWDQzTzNKVFFpdTZYaFRtc3E2dW9TMTlZU2FfU1E9 | Z0FBQUFBQm9DbVhSTm5lanBYTlBRQk9ZX1hzZHBGczRfRUxiRHBsaWo5RFhmZk15MDVQM3psT0V6V18zWDZZWWpmTlAyRFh1ZnRlWm1GM3FXc09vam4tM1FRZi1VdEpOeW9YZzZfYTB2dFR4MlhsWTN0OVUtZXVjQnBVVFhwQl9ha05KM1JBZjZJWUE1MF9Ld0x0aGx3X3Boc1ZQUmJMalRfUUFrVnkxcTg3T1dXT1p0ekZvcjAxUE9SUjg2ZzdwaDdILUg4a3dYM2ZiYXVtNVFZQm9ObWhOcFNTd05CQk5xQT09 |
I'm a Python dev for 4+ years and I need to learn C++, and fast. Almost all job ads I've seen require proficiency in C++. I've been going through learncpp.com.
Whenever I come up with a project, my current mentality is that "ah, fuck it, I'm just going to use Python for this," which is not what I should be doing. I need to be restricted. I need to work on something that Python can't do.
"X but much faster" is not what I have in mind.
Need ideas please. | r/learnprogramming | post | r/learnprogramming | 2025-04-23 | Z0FBQUFBQm9DbVhRbHBEVDZMaUFqLTctNVNmbll3cWlIaUJkZDNBOXRjbVZWaXVwZWE5MUdFRVlDLWNMTHBCQzdlV2dBXzNQUDdPUVBHdXZJbHdEbWpRTHQwZU02VWR4MXc9PQ== | Z0FBQUFBQm9DbVhSUGh0QzdkbWs4TzNmbmlLQnhqWmQ1UFYwZkQ0RGpLdWFKbmpQV3otWmNnS1dscVQybEt1MjE0d1FNRFBkYVVfWXJqaER0UGRjclU2X3AxWFowc3dqYXRUSEdQZVdlc0k2aFh0dGFuRjNsSHNYRVE1ajZ0ZTlMSWl3YlZpMHVfME5mZ1VPbVZrY3l2Q05OVG1iNS0wNnhYN002NEdpMDRXNDFkbDhNR0ZmM1A5TkpiejY2N0ptMVdXM1RyTklMZzNRd2t1Zm9WczhWek1OX3ZHTlpFZFI1dz09 |
What a whiny lil b**** lol | r/liberal | comment | r/Liberal | 2025-04-23 | Z0FBQUFBQm9DbVhRMzNyeDBKSVpvWjFOOFJuLVRvTWNpN1JVNnpzUlkyVF9wdG1qM2dmZkZRZjd5RjBpdFB1N3ROVG92SnNOVl9VZmdWQWNzMHdkTHYwMEZiS0JJZXZMVnBBMU9JTUtVSzk0OWRPcExYeWlpR1U9 | Z0FBQUFBQm9DbVhSSVVuUG5TMFpHckZsbjc3M21Ud1U5THIwYUlZd1k4TXNNdHB3bXAwd1VteEFGNjJtdV9lOUIySWRPbnkwSzNqM0t5WFV1dmw2NlQ1cE55QkQwNWRpNkhsaVpDWk1iUmI3SFRrS2NKblQ2N2J5NWp3ZE5zMVZmSG52UFkyeC15TWUwZmd6c3poczJicXdhU2I5QlQ0V0gta2RLZkVpR0V2SUZiSzJtU2ZvYWFpMXg5cTBpTVh4c1J6NTdqYW4tYWRaSm9qS3h1aHJzbzhqUWlHZXhIQ2hEQT09 |
Yes, yes they fucking | r/liberal | comment | r/Liberal | 2025-04-23 | Z0FBQUFBQm9DbVhRU1hXUXRrYjAwckR4OXdJQlZ3VzRCbTdBaUdPVnVyUmNpNkNSTmdDajdObEotOHNoWTA2aVlqNFFEaFRBUGI0UjBneVdmZ19Ja25VdXM2eE1ERkl4bnc9PQ== | Z0FBQUFBQm9DbVhSbV9MUE9PM0l4NEYxcjd3NmNCQTFjdGZYb3dxY0ZJb2I1bGpEOU05cEp3dFVvV2xkTkQwc0RsWUdORmVfLWR3WUFST2U5N2xybHBFVEZPZjFoRFFRdnp1b25TdG9zSjhNX3BZQ0N6LXNCdExXMzJkR2w3QURmTHFtQWkzbldOOVp0bFNtcEtPb0lhSGtoclh4TjA5WXpmOTY0RHRvQmtBQ2JOQzRkdWdMdjZRQldtbEhTaE5wZ2xveVNBbV9yRlNkeXhVNnBpMzJUQUdhb1k4bEJZUjVNQT09 |
So supervised labeling? Or unsupervised clustering/t-sne? Thank you for answering my question 😊 | r/datascience | comment | r/datascience | 2025-04-23 | Z0FBQUFBQm9DbVhRUzZnVnBSNU5ZT3VQYlgxOGRhcWpzV1dfX0t2MFJmWkRHZ25XRE9WT0I3bnZHdWV5R3p5LWgybHhFcnpJcHNJRU5zX1gwNk9uZm11TzVFd05OdDhOTmc9PQ== | Z0FBQUFBQm9DbVhSNl9Wd1NrWGtIay1UVHJadHB3aWYzTi1BUHhtYmw4MW9LNDJvUDFuc2xHNWp6bC14ckx3RkJJbnU1b0MwZFVheVExNFUwakdiOFBuWHRvemUzS3pycGpHcUNDdXZFZTJRZmlhV3RYNVRUdWdXZFI0MFlXY2lWQlZhQlNpclZ6VVVHOWtqbzR2MkljclBGQk5hNm44QWp6VDhyVHlOTXRnbXZ3NVN2aVctUGc2ZkdrYkU2ekxuZGxSelV5TzNhZXVZX1FwbW96NWJDajhhOXA3LXlYQkRrQT09 |
Sorry, but you just KNOW the guys in army green are salivating at the prospect of "triggering and directing lightning strikes" 😬 | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRT1dXd2xwUFNDVExXbHNTdnVJMURaTVhhWHF5a0YxT1Y3bU4zNFJta3ZRNzBITXVQdnpWdEg3eld2Q3NCUXpFeDQ1cHkweXEwZzBiNUZUay0wcnJNV0E9PQ== | Z0FBQUFBQm9DbVhSNF9nT3AxLWI4NG1aQUJIZ0ZGMVhveG8wMExQUWZBOUJ1Y2hMcWU2LTVaMHVHVWNfLUp3NHBoTllxUFZXVmVRQmxwejNuaTZVMjFCYUlXSENQaEk4blVldm1GN0o0R3pyLWdsTFBfN21fcEZaRFBET2hDSlZ0V1Z0REtWNE45WWFReEJweGE2NFFZYVRPUWk3dWlvUUxBT2doRUNELU5WZVN4WE5GcTlYMVZ5VmlfRWo3NktIZ09yZnB5cEc4NVdtUjN3bFJHTVpsVGRkNHBmcE9tVjI0UT09 |
Better actually | r/liberal | comment | r/Liberal | 2025-04-23 | Z0FBQUFBQm9DbVhRT3hFYzRJWXN4MFRDcXAxdXU0UkhyRE5sR0lJU0YxTDN6c01IUXNTeTg0NmVxcHRadVpYV25maEZpQmQyWXdmbDZac0xtcFhlVWduLTM2OHhWVVMwc2c9PQ== | Z0FBQUFBQm9DbVhSb2tjTVlmWWtVVmFGbHdGOUlwak1XU0NIckNnOHJEQVhtZjFJdklOeVpIaVdsX1BieXE1X05RN3ZydG83YnNpcEhuRnRFU29ETXVwRm9JTlZwT2ljUE1lYktrYklLaXNhMEU3STRNc1RBOWxqMlExb01tRDhOdk5vTHl3bERQeWl4XzN0VXE0MXRQck1CMjVzVVp6UXVxZUc0VW9zMFpleUtRdTZuNDIwUndhY3c3cHhucFlaeW1QYkt4RHhpc09ORVN3UGxzaHhETlFTcWRDNEozVzJmQT09 |
Supervised labeling. Unsupervised was performed as well to get a general feel. | r/datascience | comment | r/datascience | 2025-04-23 | Z0FBQUFBQm9DbVhRQmltWlhGcy10eXFOV2YyT0RCQ3h0UlNGRGstcGtEMTZpdzZnRklyTnRBV09MalA3YVA5dHlKLXg4ZXY1bnk0REdUemFnTThkYTZfLXpBMzQzMll3c2Q5RFBKTHB1STlkSGF2ZGxsS2xLQ1k9 | Z0FBQUFBQm9DbVhSSEtVSnd1RXhsS1V2dzZWWENmMVBIZS1QUWNHdW55SlNlcEl0QlpPd2x0R3F4ZC1MUW05RURqTXl4RHJmTEZmNTBRWEY4Mnd4S2dlYl9NeXRPb3lXbkdtN2hDYVBPdnQ2a1BHMXpQN1ZHNkJnb0hRN3NaSkQ2T1lOcFEyRHdONUlVcV80U3BGaUszS2R4bXF0NGc2cmhNUXI0NWl1T2pvdGdjN2lqd0pIbmxoZ2pnVG1VSVY3d2QxUDFhUHN5RGhRcDJLMGxueXA1RzhPVUxNTFRyLTlWdz09 |
Monero is never going to become an accepted official payment method though. It doesn’t need to be listed on any centralized exchange either.
Monero isn’t an investment. It’s for transacting in private and to provide anonymity to those who want it. As long as that part of it is intact, it will forever be the #1 private currency. Simply because of how battle tested it is and how it has stood the test of time under nonstop state actor-level assault. | r/monero | comment | r/Monero | 2025-04-23 | Z0FBQUFBQm9DbVhRNG5qX0ptT2dad1dMeTZ6NjQ0NENwTlJxNVhaeXpmam9HakNpb2w5Y3pqcjVQZlhZdElsOFRCSHc0cEthSlRJanV2dWtHRi10dkw1YXlRNnJTMzdiR2VUQTBFeng2Z1U5Rm01NFlaUENhc0U9 | Z0FBQUFBQm9DbVhSNkRlTl9CTHE0OTIxdE1MWTM3U2UxYWhfUV9DT1J0dF9xXy1Nc2NGZmhMVGF0V083WmFEZGdqa05HWU53cDdNYlJET3JfbHBuTUdBSnZ4eEl4MU4tcTVsdXNwSElMM3UtSzUwdTJSYTM0WFVmVWJleGRIRTlYLU9kNjk1XzRHc3Z3bDZvWFRuS3A3ajI1b1N5NkQxUzlmYWRaS1p6TlBGVXF6WGhIUzFhcmJEZk40OElLelJVakN6R3ViS013NHBT |
# Polkadot News
I will be speaking at Web3 Summit this year. For more details and tickets, see here. [https://x.com/Web3summit/status/1915005782619303948](https://x.com/Web3summit/status/1915005782619303948)
Alice\_und\_Bob would like to know what Treasury statistics you would like to see for the bi-annual Treasury Report. [https://x.com/alice\_und\_bob/status/1914965906410684667](https://x.com/alice_und_bob/status/1914965906410684667)
I gave an interview at MERGE Buenos Aires which covers a lot of what is happening, and what is coming up, on Polkadot. Video here: [https://x.com/Polkadot/status/1914616868356210808](https://x.com/Polkadot/status/1914616868356210808)
Referendum 1501, proposing renewed stablecoin acquisition for the Treasury, has confirmed. [https://polkadot.polkassembly.io/referenda/1501](https://polkadot.polkassembly.io/referenda/1501)
Jonas posted an update on the variable unbonding time update here: [https://x.com/GehrleinJonas/status/1914602300447850601](https://x.com/GehrleinJonas/status/1914602300447850601)
# Kusama News
Referendum 518, proposing to upgrade Kusama Asset Hub to runtime 1.4.3, is currently passing unanimously. [https://kusama.polkassembly.io/referenda/518](https://kusama.polkassembly.io/referenda/518)
Referendum 517, proposing to open a bounty for a “Kusama App”, is failing with 24% in favor. [https://kusama.polkassembly.io/referenda/517](https://kusama.polkassembly.io/referenda/517) | r/polkadot | post | r/Polkadot | 2025-04-23 | Z0FBQUFBQm9DbVhRRkI3dmh6QjNicEtPOHI5VUR2V1ZJUnpZQnZ0NW84UTRvOWJwRWdaWFNiV0Juekd5QVhTbkVJSzhFSDVtWXdBbndjVV9Ibk5CNENVdkJSWmZoYzRwOHc9PQ== | Z0FBQUFBQm9DbVhSa3B0S0haLWZCMW5lbXY5UmwyQ3BLaE51VUNXSkxBaHBJRkwyWlVwRUdScFd5eUVFQ2wxLVNaZXBITmFPQWR5WG12RXE4bm02X0JDNVEyUDZCZGZtdVpRaWZFLTFnemUzQzJUUXhULUNJUEpaNThQNlk1ekhWMWhtWUVZS0dyX3VkQTZheUl4THpUaHFQUEVZUU9hdFhQTEFPaGExNU9seGJFREctdmxGZEJBPQ== |
This is going to seem a little irrational, I'm sure, but I feel the need to ask.
I've got a lot of experience now with full-stack, mobile, and React in particular. I've made APIs, backend services, React websites, React Native and native apps. But most of what I've done has either been work-related -- either Enterprise applications, or large public-facing projects with a large team -- or personal, where I've made local servers for my own interests. I'd like to start making my own public projects and sites on the web, both hobby and some business ideas.
But I've heard tons of horror stories about people who put up a simple website, miss something, and now they owe AWS five figures due to traffic or malicious people.
I understand the major pain points -- use a CDN, optimize your images, don't serve 10 gig files to the public, use Cloudflare or a similar service for DDOS protection, general security concerns... obvious stuff. But I don't know what I don't know, and I'm worried about blindspots.
So: how irrational am I being here? I feel like I have to be overthinking this, because obviously there's billions of websites and horror stories are relatively rare. Does anyone else have this worry when it comes to getting a project out, or did they in the past and somehow manage to get past it?
Thanks in advance for any helpful input on this. I'd like to get creating, and this is the last real blocker in my way.
EDIT: Wow, thank you for the fast replies, most of them helpful. I wasn't aware that there were hosting providers that allowed you to pay up front -- that pretty much solves my worries for now. Thanks to everyone who assisted with this, I appreciate it. | r/webdev | post | r/webdev | 2025-04-23 | Z0FBQUFBQm9DbVhRdjN2bXBiTS1tQjh3Z1dBRG8tbWh1NFgyZWctUlhhVE9FQjZGc296OVNJYjRZbUloU1BjdlpmNU02ZmUxWkpNMFFGaUtRLTJCS0JSSXV1SU56X2hGSVE9PQ== | Z0FBQUFBQm9DbVhSU1BRV1lJVUhXUnRkUFlLd0ZqUW0zc3FVa1hzY3FOeV8wZ3RKUVpBZ215Y0IwWGpsSWlDalExa2ttc3lwd3FEdXNlQnRzUFdvbG52cXJxSXIxSkZ3N3BoZk9sU1U2azNuMFVIZkJsQWFfN2N2LUlMZzBWa2RjMXdEbVZBZWxaRnNPd0gxdzNZT3ItMTNwRUVWdTNQS3ZTMm1HTENReWc3MFZCQ2FVOXRNVG1TdDVtV1lCZUNxTEJ3YVhiTGpMWTNmaDMzWlF0R180eEs0LXdzaS1VUXNmQT09 |
Just imagine when it surpasses gold. It’ll take a new generation of new investors and 20 years but it’ll happen IMO. HODL 💪💪🤞 | r/btc | comment | r/btc | 2025-04-23 | Z0FBQUFBQm9DbVhRUG5Dc2Nma0RTYVpDTnJia1Y1c191b1h5aVMzdVNIN1VSbnlRRGkxWDI1UDhqSnRzX0xlYW1NZndyOUVYN3ZlMl9LT3BUOHdHbXBTZG5Lc3ZGcnNEREE9PQ== | Z0FBQUFBQm9DbVhSS2lqLWVQblZjWWctM014VDNVcUczSVFXQ2VNVDdYaXI1M2dQSnItY2dNVl9iT2dZczRfSzY2VThiWEVFdVFJOGVxbHFUX0dfQVk5cEhUZXVRdFBwaHd3bkU5Yzh0ZW9KcUFGVUxIWlprWU9FZmk2T3JlUzllWHBWZmY2b0ZKYktEUklMZkpqV0hfRkwtSG5NOGVkWnAwWE5JQl8xc3g0V2NBbGd6NVM0UjFqQzhjZGN1M19tNmluR0RtOFp1MEZTSURFa0pxRnVqUHMyelhmTUxDenNRZz09 |
Topic modelling is a thing! You should start with Bertopic which does a great out of the box job at topic modelling. The docs will also walk you through different ways to label the topics in a human readable way. One method is to use an LLM to produce a sentence that describes it which is probably what you're after.
Honestly though, you'll probably get all that you want by asking an LLM directly to summarise each piece of feedback into a few key sentences that are specific points of feedback. Then asking it to take all the points from each piece of feedback and group them. | r/datascience | comment | r/datascience | 2025-04-23 | Z0FBQUFBQm9DbVhRV3NjazM1dWxDY1UxbmlTZnhLdzJ4SlMxbFlTcC1tTHM2b1BNSFIyamZ6SjVtWXZ6bW42MFRUcVFEMS1BR1FoUzN0djIyZzljcnJnMXNtaGFlTGJqeUE9PQ== | Z0FBQUFBQm9DbVhSYm5JQnpMLWs4Q3FnUEVoYW9feWphX1p1WTJWNTRUNFJuTElQclJydHdQQWRtVHFGRTNMWG1wQnNSMDBpczJUR2oxOVJLMUxXRlNlZjRiYXMyVWtXd3VQZmc2NC1CUWNpX2ROUkU5ZDJvbndobUFzLWNMcV9yR1ZWUmFYT2FPZjRaN2hTWE1fbGhQN090M3MwSG51WlMwVmJ0SlRPRnZ2Tk5ja3ZFOGI2QUlxNi1hNGVCUk1faHJtRVJDYmVrWlhBU1ByUS16b2gyNXFzVHVxMXd6MGJfUT09 |
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*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/Monero) if you have any questions or concerns.* | r/monero | comment | r/Monero | 2025-04-23 | Z0FBQUFBQm9DbVhRNFJaSS1Wendwam15MEZYcXl0WmJmUTljd1N2bmNTei1SRTV0S0NZdmc2U1pvWG9OSEZWbVZPMi1zQkZsSnJ0QktVT2tOYWRaOHVYeDZFTkt0LXpzcVE9PQ== | Z0FBQUFBQm9DbVhSeWkwQUk0NkN6b2VKYkVoQkZBZ1NTa3NfZ1l3YmVhTzFrSS1vUng3M3RLYkJRUm1EdmNLYW03dXFmMUJ0SFpKY2pseU12WDhqX25yWTFEeXNUVVRZQ2RMN2pscUhuc0pYY2s5ck5hRUx3LVE1X3Nsb1pPdVpWdi1oOG9XT25VMlRjMUZQZ0lfRUc1QzRkNElxNE12TmhoRHlnZndXN0V0X1BOVjloU2hrWmdUSHdHQjN3MjlpcjI5THIwdVMtV2NM |
I recently got a remote role at an MSP with just A+ and my manager has had me doing "training" since then. He had me jump into Network+ training which i had already started, and after telling him i finished watching the course content he had me jump straight into Server+ training(not sure why) and i finished that yesterday and he wants me to jump right into learning Security+ now too. Im wondering why he has me just doing the training for these and not really allowing me to take my time and get the certs like i want to, and it kind of bothers me. I dont mind not doing being paid to learn though, it just seems like im gonna have to just do the courses he wants me to while trying to prepare for the Network+ exam also.
Has anyone else experienced something like this? | r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-23 | Z0FBQUFBQm9DbVhRUFp5ZkJZa1E5bUZZNVBEZTU2NkhVclZ3NkZ5emYyTlJpQzlfcUxCRV9hX1o0YWFTbGlGQnI5cW1rcVpJTXBxNHFzS3FQdVpKTWZSQkEyRl9XR05HUkE9PQ== | Z0FBQUFBQm9DbVhSYWpFOEJ3WDJseTBvSmtKZnpUQU9CdktaY0doZ2VxdzJmWExSMVJpd3RoQmRvWWNDZHJCeGFyWnFRLWRrYjBuX0NvS1JWV0V6UDY3OTAyRUJ1ZEJnWUZlLU5rVVNiSks2N1RNSThXSVhiaHRza3R3Y1ZiQU9sdC1QY2xlUXNEV25XelQ4SWxWVW5mSUVaaVNkeFZSU192WUdsT2oxMzY2blotRUJWYWJDX1Ruc0Y5T2c5TEVJV09DblY0dk9TY0pYQnpYTHE1QXhzbFNuOHBKZGtiOUR4Zz09 |
“Monero-wallet-gui.exe” won’t install? Please help me out someone | r/monero | comment | r/Monero | 2025-04-23 | Z0FBQUFBQm9DbVhRRnhBYXliUlRZUkp2VWVJczlHTnNBQUhfQ1p6azVsYnpnQVJWdFdscHBGTWw3aEFpT1NUZjA2a0NqYTNQX3pzbGJoelpPdDc2OW9nc1V1bERYTk1qd2JZejhrU1d6eHoyaXE3eWQwSVJ3dTQ9 | Z0FBQUFBQm9DbVhSQk9HUDdYdXBPTG5pVklWWFVzMkJjSEg1UFFyN2VQcHliZ2RMbTFwWXkxbkZ6NFhmSjBIU29fTTAwSFBTWmJRV0hjR2h1V19BN3lwV1NNeHFUSng3TThNb0U4TlBGTkJpWi1IVG1EVGRBdHphaGhuOGs0d0hhaTNQazRnbklwQld3SlFEZGJlc3VILVFzNmFtSTNWUktrMGF2V24xcFFJbnU5N2xoNXVmY19uM1ZrX1hKbTh4QkE4LUpSdHdfTmpQMVpsQnk3Z0hsY1BkOVBVcEtQcFlldz09 |
Trying it out for my senior design project | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRcDdLZFF2M3NwNW1Mb0g4aGhidnNEXzh2SEhhTEhqdzM4aklCeE1PNGVubWtJOFAtSVIwZTI1OWRraWI3ZjNxUFBZYTNyMWFHUTdxME9TLTBUb1FseGc9PQ== | Z0FBQUFBQm9DbVhSLXZ5YU1YRTJtc2I5UzZqeTkxdDd6Z184RUZhenNJMVcwcmUzbk9veml2SkR5cW5HNl9MNWNzd0FIVXE1NVkxN0ZYUEhLNUx2VlB1NlE0TXVjZ0xob0NfMEVJUjRjTVBZMmFlRGMtTUYtRDhyMFFoY1A3dEswZlREWmFpUjNRSDdaQURDWU5CWGFpOS1KdEE5VmpUcnpVLXBXSVhQdUZZcDY3a2ZxQlh1NkotbWVNamFNNTFEam5IVnlqM3VMSVZSOWd6Q3pnTmQySjB6WUZ1SEYxYTJJUT09 |
For now, Mister Bond... for now... \*dun-dun-dunnn\*
No seriously, I am aware that US institutions have been at the absolute forefront of the sciences over tha last, what, fifty years maybe? But to be honest, I've seen first hand what a populist government with Putinist tendencies can do to the most vibrant higher education and scientific system, if it's not seen as an asset but a source of ideological challenge to authority...
The intention to place universities under political control has been spoken in no unclear terms. The history of the Soviet Union and National Socialist Germany are full of interesting anecdotes of what that typically means. (Just google early Soviet biology, or the 'Welteislehre'...) | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRbnpUbzJKYVBfUzBrYmZtenRBVUNEeHRERWpjZzdnaHZJWVNwVk5wajFpWG9ZTE9YbzhaeU9oNGxLNU5Ra0VDVzM4V3RQLXdZb2lyTzc0d3VGTUplc3dKYUpvRjJPdmFNcDQ3MTV1NHBYaHc9 | Z0FBQUFBQm9DbVhSZUpVdXllVjFIV1Z0aVdkVVRhdHZLU3pYRG0weEhRSlVESE8yNUZXUmViS1lzd3pET2FobVlBR29hZGI1SGpMZTVfdkpDZHpYSGdPMWQ4dmQ0N01URUoxRDQ3OXRkYno1c1RFdnRUX0dKVFV5M2xnOXRSeXVtUVZtblVIREZYZmlaNFNIcFdOeVg5eVlWMVJtcTNPTkJVT1dYT3VTTWEwaC1GbnJWb253ODBNS0ZienZTSmJLRDNCYkIxTzV4Qm5jeVJ5WVJiOXl6M3BCY0gzNlB6YjlrcTJWU0hNLWhaNVdkN2NmLUsyQzNoUT0= |
I’ve been diving into the whole Zora ecosystem lately and it's honestly fascinating how they’ve structured things. The idea of turning posts into ERC-20 tokens with a fixed 1B supply and letting the market decide value via Uniswap pools is both chaotic and kind of brilliant. It reminds me a bit of the social token experiments we saw a few years ago but way more on-chain and less hype driven.
Also noticed they’re running on their own Layer 2 now built on Optimism’s stack so minting and trading NFTs or coins is super cheap. The HTML Onchain concept is cool too, letting you publish actual web native content on-chain, not just metadata pointing to IPFS.
That said, it feels super early and a bit like the Wild West. I tried testing out a few of these creator coins and the liquidity is all over the place. I ended up checking prices on Bitget just to compare with other ERC-20 stuff I was holding, and weirdly it’s been a decent reference for smaller tokens lately probably since they’ve been listing a bunch of on-chain/experimental stuff.
Curious if anyone else is using Zora seriously or just playing around like me? And how are you all tracking these newer tokens? I’m still trying to find a good workflow that isn’t just refresh Etherscan every 10 seconds. | r/ethtrader | post | r/ethtrader | 2025-04-23 | Z0FBQUFBQm9DbVhRc1NXbUl4NndiQ2NjMVEwUGtCRlN1QThKUG5SY0Fsbnd4TTc2bHZ2c3g4VW1OUVBuMzNiWUVlQmh6OW5MaWRnd1ZTcE5kbTdDbzd3cnJyTXIxeWJpTzJhcHg4dWZYVk1NVUFwNll2aUwwTkE9 | Z0FBQUFBQm9DbVhSb2diWTNtbDlxWTh5bTRyR09NbDVUU2NhdVVuVEZ1eGRqREhXNWx0QkNBYTFpY3JndFhiOGhORXNWRl84QWFyUjV3cmhFcUpNVlpBUGRiVlE0eUhSUENKUjJicE51SFZoZVJCR0U4Z0JNcm9CSEtjYURoVzBQc2dYUHVCb04tRXlVVnBMSWt6Yk95eEoxel9EcXpaUG1zN0haZDVmQTE4R0gyZ0hNMXV0YWlwRzJJRExPTzFnejhPRVpZdlpvXzY0 |
My thoughts are with Squidge in these difficult times. | r/rugbyunion | post | r/rugbyunion | 2025-04-23 | Z0FBQUFBQm9DbVhRYTJtcDdOeXFzNFpjX1ZDcjhIUDhvY0I2TF9qbzF1M0pvUE9LYkthSVVNR3hXbkpreWw2S0d0d3lVUU04a0haMEVuaFd5UnZCTzZBOVBnS2lyQS11YVE9PQ== | Z0FBQUFBQm9DbVhSeWdCU2FFTVZlZkZYRjBBbE5lOWM4MjRFWVUtbDlNdnJaU3lhUUF1dDhpQ1dFOFlRVEVRQ1NXSU8yaUtQVzdJaFMtcm5pWWtoWTZfNTVlQmFwQ2RvdUc0dnJNdHBCZXVlQjhZczhOVkF0RmttdHZRZTdmcXAxc0RqT3gybFp6cHNtQWpVZ014WHlVSzJLME5LSy1fUUU4VFNCRENPS2ItSTNMRVc2YVF0NnJVPQ== |
If you can tap your mastercard on a reader for half a second and have a £100 charge on your credit card, it’s clearly not a super secure method. I don’t know why OP thinks it is.
Even if the card didn’t have the incredibly convenient wireless feature, an attack would still be as simple as threatening someone with any number of objects until they told you the shitting pin. | r/monero | comment | r/Monero | 2025-04-23 | Z0FBQUFBQm9DbVhRTmpxTS1ZdmNKZEZDUnVNajlQSWNrazh5ZGFHcmVSMk5tQU9rcW5lV0tuMVliNVI2VmxrOVVlV1lpNHIyNC1KQzB6YlNBaFFkcWREQzVJZFNhSzRybG0xT0FYUk04eFZ0RVZvSGdNN2lMa0E9 | Z0FBQUFBQm9DbVhSYUNLOThrVHozVHFrb2YxVXBvc0dhUnhqam9GNlkzX1hwdFNxRVVfRUJxTjBKbGZ6ZHp5RUFLT1VXOFNfNC1VVFpyY1ozXzJBeDZQWUt2Z2NLbE94Zl9IWEJTWFpKVU9TalN0clBkWk1QaGM3bURZQXNjZU94blZFQ3Axd245TmRvQ0ZEODBJbWVQdWNGVHk3N0xfUVhyTkpzQ2Zhb0hudUE1SDJ3aUlVTkMtS2E5b1BMMlQxZTZTb2F3RjNOTW92U0lRYm1ycEx6YlFxZjh1czROYzlkUT09 |
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Disclaimer: this post is also to vent.
I got into a debate on something that I didn't think was so badly understood. The debate was with people claiming that "big O notation is just counting the number of instructions" and "you must abstract away things like CPU".
These claims are formally incorrect and only apply for specific contexts. The big O (and little o) notation is a mathematical concept to explain how something grow. It is never mentionned "instruction" as this isn't a mathematical concept. (https://en.m.wikipedia.org/wiki/Big_O_notation)
The reason why we "abstract" the CPU, and other stuff, is because if 2 algorithms run on the same computer, we can expect them be impacted in the same way.
"All instruction take the same time" (not all instruction take the same time, but the execution duration of an instruction is considered majored by a constant. A constant doesn't impact the growth, we can define this number to be `1`). In **simple** cases, the time is a function of the the number of instruction `n`, something like `duration(n) -> INSTRUCTION_DT * n`
When you compare 2 univariate ("mono-variadic") algorithms in the same context, you get things like `dt * n_1 > dt * n_2`. For `dt > 0`, you can simplify the comparison with `n_1 > n_2`.
Similarly, when the number of instruction is fix on one side and vary on the other side, then it's easier to approximate a constant by `1`. The big O notation cares about the growth, there is none and that's all we care about, so replace a constant by 1 makes sense.
Back to the initial point: we don't "count the instruction" or "abstract" something. We are trying to define how somethings grows.
Now, the part where I vent.
The debate started because I agreed with someone's example on an algorithm with a time complexity of `O(1/n)`. The example of code was `n => sleep(5000/n)`.
The response I got was "it's 1 instruction, so O(1)` and this is incorrect. `O(1)` in time complexity would mean: "even if I change the value of N, the program will take the same time to finish" whereas it is clear here that the bigger N is, the faster the program finishes.
If I take the opposite example: `n => sleep(3600 * n)` and something like `Array(n).keys().reduce((a, x) => a + x))`
Based on their response, the first one has a time complexity of `O(1)` and the second one `O(n)`. Based on that, the first one should be faster, which is never the case.
Same thing with space complexity: does `malloc(sizeof(int) * 10)` has the same space complexity has `malloc(sizeof(int) * n)` ? No. The first one is `O(1)` because it doesn't grow, while the second one is `O(n)`
The reason for misunderstanding the big O notation is IMO:
- school simplify the context (which is okay)
- people using it never got the context.
Of course, that's quite a niche scenario to demonstrate the big O misconception. But it exposes an issue that I often see in IT: people often have a narrow/contextual understanding on things. This causes, for example, security issues. Yet, most people will prefer to stick to their believes than learning.
Additional links (still wikipedia, but good enough)
- https://en.m.wikipedia.org/wiki/Computational_complexity_theory (see "Important Complexity Classes")
- DTIME complexity: https://en.m.wikipedia.org/wiki/DTIME
| r/learnprogramming | post | r/learnprogramming | 2025-04-23 | Z0FBQUFBQm9DbVhRdzAzUnhWRURMc0JEMnp6WVdhUFc2a0pOQjR5REt0MEt0RGFRVkNGZFdRTmRKTHNhRVRhSklnTUZrQmtheFJBS19lMjdzeDBMSkpWSlhiblQ2OFVQaXc9PQ== | Z0FBQUFBQm9DbVhSMW9adVJjZ1NLUWpkOFlJalhlYkNJZVVSczJrSWtrbFM5bW80b0wzMDFTM3dGcFJsaEJRZG9lR0ZySjYyWFkwMnA5N005cUdnMEItc2JfS0VQbV9YRktlSTYtc0pDMDFWMlNodU9QSElUTl9BNHd3Zlo2S2NLS0MyTUlnWDhIYmZaRnZFcG56WDJ2UkVlX2N6VGFHNHk5TnV6LTk3V1JnT3FuV3BQeDJfRWJJaEVLNWx4bDgzOTcyRlU1WFNBdUVnc0NKeGR2SHg1dlJYNkI3OEREQ1hTQT09 |
for 1) Either or neither is fine. You can learn both. A good intro that can expand on this: [https://distill.pub/2021/gnn-intro/](https://distill.pub/2021/gnn-intro/)
2) You can add any kind of data into a graph, they are very flexible. | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRMElWby1kdkJqeFoxTWZESHctNzFkME9MOHFnVi1WaGItclNPbnNhNWtXNm9LRC10YWtzR2xFQm1leWFBeklobWRrcXE0dVNoM3VuV0NCYW9jNzR2OEE9PQ== | Z0FBQUFBQm9DbVhSbWxVdUZsdnZhU0ttVEFnZm1pUFdOMlpHS0NTa1d1aXlfeDY1b09kdXJreFhUX1M0LUtVRTdpV1QtWEg4aFBVMFZiRHBncFhwZ2hvaHU0dml4SWNUSm04eG9paFVuNHE2U2gxZU9NWDh4bkg4MUpqWkF3d0YtWVQ2S1BSWWFFNVF0S3NPMEl1SjJka0F4Z3VJdEtKTW41UHROSFV4dF9ZUnNUZXF6c19XV280Y3VfQkxNQVF5Y0NCYXpIdTgxTElQRU1Td1E2U0hsZGxJd1JVT3JvRkd2dz09 |
Given the fact that the last couple of months have been nothing but headaches due to an unpredictable orange man as president. Do you think we will go up from here? | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-23 | Z0FBQUFBQm9DbVhRLVFjNW1fdHN1LXFjWExBNWdQTDNXcU55NUZaZHVQc1JDVEVvWlh4M1VUOWJJbHBhMmdqOFBhY1VSdFJUUmx6a1JGaTZDM2t0VjBBeHBja3hDeTc4djR4VUlYSDBwbkN5eVczcmFnNWZnX3M9 | Z0FBQUFBQm9DbVhSTzhzcmtGS25TTmtqeFJmR1ByWHBIYWpXc3FROTd2OXZOWjNidHNWbVlUWGozWjdrN3FsVWJIeGxkUFktaHgwNEwzdWpjTmI5WjRMd2VId1lia21mbEdmVjNZblRJNGZMLS1pdUtYTklfaFo0U0pYQnpqRHhtT2hNU2hURDVsdGczZ1g4MFQyYlMtcDdKUkFNSUQwZHp1LWFaVzZtMmN6WGU4cU5xZGtzc0kwX1ZVOTF4eWxpQ0IzN1ZOd0YxTjIzN3NKZjg5S25FRHhLZ1pfVnpWWW0zdz09 |
How do you guys psychologically cope with seeing rejections almost daily in your inboxes? It's tough | r/cscareerquestions | post | r/cscareerquestions | 2025-04-23 | Z0FBQUFBQm9DbVhRWEtFU2ZSWTFDaUh3T1pDTjBib2R5eURXMF9SaTUzQklaZHBFb1ItOVFhakJHOHRJZXJIZ1NvMm9ScURXR2VNRUszb3EtN1YtQ3V6ODBTZnJsSzUtb2huV0pUVTViSWV6V2VpUHo0eGlSTFU9 | Z0FBQUFBQm9DbVhSd09uemg0NDZ6TTdkdlhfcXZtY1Y2Rnh3Nnl0VDVyOGQ1WE9iR1ZHdWg5Q3FDLWxBUndtT3BwRzFQMmRCX1BTUzNKamN6b1RLa2NDbF82VXdhQVZBbnNVOTJSNFBnSW1laC1xZFN1Z2c3UVQySHJQbC03ak52TlM1LXp3S2RxeDZxRzZld09FajBGZmFlOVhmdl91b2l5LU1WZlNidEhuanR4S0kxeUd4Si1JaEViSUF1X2FUTWU5YmJHXzBlN1dY |
Typical workfow is learn node embeddings with a GNN (many ways to do this) and the use the embeddings as imputs to an xgboost. | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRNUtfSDh3MnJMczJwUFhhQTdCcXlETF9uSlVfajhYUlFuTzFlZTNEbWdVVVhGdnhZNUxfQ21DaUVGREp3b0RIdExIZmZXc0lSM1VGY2VkeFNTQUQ1WEE9PQ== | Z0FBQUFBQm9DbVhSakNBRGstRUlERDdjM3paSW1Qckhwem9ZWlZxWVRHYXNtVldCVG1iOHVQSVlXanY5OXpYRjRiRkl3YjUtWFg4Sk5KdkltajQ2bVRuQzJxbmt6YW01RnhwQ1RjalZ0OEJ1S2VIcUhuT203THFPTTE4dm1JdDBCMVBQVmJneUxLTXJwR0NjNDZremFrQ0dmWFpTUnRDM09JMlBlSEZtV0dDaC10bGNNVmVqSTZkbkhhcVpOcjhsTFU0ZG9SNzFOQldZNEVHT1A4ZEJ2VVBpQ0VGR01iMkdnQT09 |
Are we still mass spamming PDFs? | r/webdev | post | r/webdev | 2025-04-23 | Z0FBQUFBQm9DbVhRUWpVM0o2OXNzb2lFOUlWbkJIcGpsU0JLVFlvQmdIbUd1SVBUdXhwMGhaRWFGazRwRXZZVTR3Z1k0V2tKUURkVV9BUFdSUnNkc1B6Vi1GaGRua0NPNkE9PQ== | Z0FBQUFBQm9DbVhSN1Yyd1JlZko4VGRnd3V3UzUwNHdzcVlZWXV5OWZqYVA2ZDlfdXhlRnRBX1BNczVrR0JjTlRSOEZzaFZ6dVNoczJuc21WYk53QkJpQ2M2dVJ3ZTJLV25iRUkyYVhGUTZLZmtaNm9XVlJIVWVSM21Remx1X1JSMjBVN1ptQlJPZ3pIR2UtS0lwRG9VN1VZX1YtbUNtWXhpMmQtTmxZSEJmYTZmUTh3Y0NYdE5xREJpRXpTYzR5dkw5WXd4TVBFM200 |
For the longest time, nVidia only supported up to OpenCL 1.2, when the competition was already up to 3, and the same workloads ran at least 50% slower on OpenCL compared to CUDA. Sure CUDA allows for more optimization and synergy with hardware, but double the runtime suggests absolute and unabashed neglect... | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRb3FHcjUxV3ByeVpGa0FmcFQ4cVo0RFZUeWZVaVFibFRkYnFRNmFXN3lrbmd1NTZhTVpmWDM3MjRuNWhLUElReDMxNkJZa2c0QmVZbXM5ZGlQVUR0aHdOU0ljdkNNQ3l3dmpLeFdHdm5FUzA9 | Z0FBQUFBQm9DbVhSaFFramppVDQyeHZlbW5fdnl4VXQ3ZjRKUkZpemRRcTBJa1BKSGhQZXJPNzFUeWpZVFVyNU9STG03UHd4ZmFzN3dmMVdybldnTXN1Qmg0dUJZZ1pRb0tJaGdtVy1TMUstbFVYTHhEbkdzLWlDeFFwc3gxeHk0VHZMR3RiYm9POFpVblRQSkZEVDQ5Ym96ZGJpdGpPYzV0aXoxblJuVkh4MW10em1jVjFmQ2JwN2QxRTRDNFVBbjBZSDJoZWJCd0U0Z29YREd3S0hWblJHZTBSVEgzWUl0R3RlWGl6WUFwTlhSQmFFckh1TWQ0TT0= |
#YOU LIAR! 😡
Jokes aside, this is pretty cool! I poked around but didn’t immediately see it, but how is it handling transcoding or is it just direct play? | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRVG1sSXdDTHFYQlRJM0M4STE2VEVRZ3pGYjNLU1BjWGhBUThoNWh0V3g2V3lQYVJXRzMwcnBqSlBKb1FGemxRUklTQlFrNTdxU1dJZEdzNGZKYWpqT3c9PQ== | Z0FBQUFBQm9DbVhSbzdSOGJ1X19RRmQxUlRCSG9ydWp5MVk1anNqaE9rN1BhdDEtS2FNWlZxcWNMcnFkX3NKM1pwX2pFdGt6VTBaakRhN0hBdGhDX0hpNTNvR3BHUklIdHNhc3l6T1RpVWFmVzFwSlNhTHUtNUlkVXJHMzNfSm9oUzVEQ1lSdUhrdm81cC1YTkJXcXlyVnBaRkhUSjdEVFJ4clJIeUt5RjhuUW5IWEx2VENsc0cxRlVwbk8zTGpPcnM4bDdCb21qYmlRZ2h6T2ZCbTBtd0d5dFFxdkhSeXdrdz09 |
Seems everyone is looking for specialists, but I'd most like to do the whole shebang, requirements engineering, UX/UI wireframing/mockups/prototyping, full stack development, graphics, except for maybe the deployment.
It seems like companies just don't look for people like me and I'm not sure if it's because they assume we don't exist or what the issue is. I can output pretty decent quality at a competitive rate so for something like an MVP I would imagine I'd be in high demand but I don't even find any vacancies for generalists.
I won't argue that there's benefits to having a team of specialists over a generalist like me, but IMO there's also drawbacks which give me an edge for certain types of projects. | r/cscareerquestions | post | r/cscareerquestions | 2025-04-23 | Z0FBQUFBQm9DbVhRalJ3UjYxSmRfN0tsaXgyOFVFMTRCUTk1Q1lnWGR4NVlIc2dSUmcxSGc4RC1XTVAzeG9ZekhTUnJzaC1MZ0pKcWZTTGZjX0xKS2o1WXVwazNMMXptVnc9PQ== | Z0FBQUFBQm9DbVhSaUFUWVY5UkhGeEsteVZzTFVqNXltQl9SYUQtSHVuTUFzWGlPSVhqVmFpemdjM2NuV19OanVlSXVkQTZGV3NnN2VaZEduUGZlVnZvN3p0aU9OR1ZiNlVfaXhyVnZPREJnTTd1X2EwcTVYMnBTbXloY1VjQ0Jqb2pYWDlyUmFXRXhMV1Z4eEVFbEF2S2xRcW9wUzBmMXAyT0YySXVLc0dFSk1FcTBFa2RBS1V5X2p2UUVnbklPam80djFfTHlTeFl2SFB5amlIRWpCZTRwcWFGOW96TndSdz09 |
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*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/MachineLearning) if you have any questions or concerns.* | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRN2hEcGYySjdPZm51Ym15MnpaSVJOTnlFOVFnYlA3cGJDeENsaWJNYms5aW9sOHRrcTlLNzZBaGo3eHk1eDBHbkladkNTY21NeEs3MzBOWngxNktGbVE9PQ== | Z0FBQUFBQm9DbVhSYUtoYnRMNzZtSlNRQTJkdlhWbEk1X3c1Vjlta1FRd3lXWDVja3h2TC14aXE1Q2tLY24zb0M5My1oRS1MOG03MUxPMVZXMGVNSFIyZWVXWlNhQVhNU3FTc3pNWXk4NTdNWS01THpDeG9SYS1vSm4xZld4YUxSLWNuSkppeFo4Qk1qakdNYWxGNS1aX0pnM3J6SjY2WFV1bmNGMjduenNVTVdLUk15UzM0bjBPcGl2OWNkN045bGJNZ19sQW1GMkdkMGFYTm5UOEFVT3Bjd0RVTnVfRVRHRHktQXB5UmhPS0V5LVEwM1ljN3dFdz0= |
He ran on deporting millions of illegal immigrant criminals and rapists.
The criminals don't exist in anywhere near the numbers he lied about and even deporting "a million" non-criminal illegal immigrants is logistically difficult and his numbers aren't even at Biden/Obama levels.
So now, predictably...who to blame that's not me? | r/uspolitics | comment | r/uspolitics | 2025-04-23 | Z0FBQUFBQm9DbVhRLWZhOVoycUw0Q0h5WE1faFZEdWFBZWlWbEdoVW1oWkFpS0M0Y0NYODZDQUE1YkhqNGxsOHhWbXVtTjNZNmViWmdQWXlpaVNIa1lTU1BoWVF0a3V1Vnc9PQ== | Z0FBQUFBQm9DbVhSa3JqSlNQSG40UkdWUFRfS2ptczJFR3UxVzM2MjRCb2Q1WDJGRFVBRktrWjFfQ25KRTlxelhyZW03Ty02VEtxRmNsLWpfaTVNb1Awbm1oVjdHVWFGZC1Yb0xBbVY0QWFVUl9vdkxqSVAtV1RhWE5sSEhHb1k2SE1uUnE0U2Q4WTRFMU1SVkJYQjBNcm12MldhV3pRak9fZ1F4RDNxMUxMTjlrX0hienRVWjJjM0NSSTVNWlZYbWlMSUlnS0Zwdm02LWtaSFRmaUs5QzhKX09lRDd2YXFMQT09 |
I have things to get off my chest.
Today marks the glorious 6 months of research for an internship abroad (I'm from France) required by my university to finally graduate with a master of Engineering in CS. I have literally sent hundreds of personalised applications (resume + cover letter) for most of them and got only like 8% of answers, most of them being automatic rejections. I initially applied for machine learning/computer vision (my major at school) openings, but since there is no way I ever get one of those, I've widely reduced the importance of what I'd like to do in order to send more applications.
Even when I get to go to the technical tests, and perform (I have had platforms telling me things like you performed better than 95% of candidates), I still get rejected without getting to the interview phase, "we've had a lot of competitive applicants bla bla bla". The only interviews I got are from Belgian societies, refusing me even though they don't pay their interns. I mean, even for free (for them bc it would be a lot of money for me to get there), they wouldn't have me work for them ??? This is just crazy.
I have already worked half-time for more than 4 years alongside my studies, meaning that I have at the very least 2 years of full-time professional software engineering and that seems to not count at all, I've even had interviewers telling it didn't count as experience and that I was a junior with less knowledge than a student who wouldn't have worked during his studies (I admit that I left the interview after hearing this bs)
I tried many different things on my resume & letters to not get rejected by the automated TAS. Many people reviewed what I sent, so I don't think that the problem comes from there.
I mean, how are we supposed to find internships in CS ? Is this really the result of those 5 years of studies ? Absolutely no consideration from companies that I'd love to work for ? I'm losing my mind over this..
That feeling of rejection/not being enough, even though I have proven multiple times that I can provide valuable workforce to campanies is just unbearable. Having people telling me that I should persist is now my new most listened song of 2025, but you guessed it : not my favorite.
Sometimes it makes me want to scream after thinking of all those efforts to apply that won't ever bring me anything but sadness and despair.
Finally, I don't understand why I should intern to graduate. How in the world can I not already look for a fucking job and call it a day since I already validated all the exams ? This just feel like I have to be a poorly paid (or not paid at all) person to graduate, even though the reason for that is absolutely unclear.
Sorry if this is a little out of subject, I just wanted to share my experience of looking for internships after having decided, in 2019, that I wanted to learnprogramming. Thanks for reading.
Edit: Added that the internship must be abroad and that I'm from France | r/learnprogramming | post | r/learnprogramming | 2025-04-23 | Z0FBQUFBQm9DbVhRWUlsYk9sTWVZN1BKOFFHb1pBMkZWZjA5UjRjR3Z6S09XZ2c4cEl2el9ELUg0dC1RZnBmenNZX29pWFF3Vko0VDI3QWpVbzdqeXhQa0JwU1g0VjczeWc9PQ== | Z0FBQUFBQm9DbVhSRVEzUF96ZkdjTXBteXNhREF2ZmZmRnhrRHV3MzFEN3lpR2htVV9sWlBCa3dVSmg4bEx6U3hhc0trU2luWC03LXFmclIzVGtxTWp2TU1DejlXUmctYnpKQlhObF9mYVVVLWpuXzFWU2ppUnVVakM4M1dEYmRaeUFMaUwtR08tV0xRM0dBem52dnMxcTNtOExmOWtLUnF2M2dmcFFodThwRGJRbnBDNW1DckdfelBicnpfODJ5TE9sTzZCbE56VFpwY3Y5RXBIdER0ZHJKeDJCdEFpanU5UT09 |
Bring something like a baseball cap, the stadium lights are pretty terrible and will shine you directly in the eyes. Hope to see many of you here | r/rugbyunion | post | r/rugbyunion | 2025-04-23 | Z0FBQUFBQm9DbVhRSm0yWnhpVzIwSDVVNE56VWVLNURIb2YyWE5SdEN3bnJZcmlzZEQ1elY2Vmp4UlVBV0xoSHc0R0lvZWpsR3dWUkZxaF82RERVeGxhMWJWdVRBdmVKWGczZ21DRXg5UDlBcWtYYW1hTVg3a3M9 | Z0FBQUFBQm9DbVhSeUk5cDRxeGFaYWZCbHYzcmVJY1lVNjdNOEpEdzNmX2tGLTRoY1ZZa0s4X2dpVURRbkFrN2lQYl9lZ2F1YU1VNG5TQUtQVTFnMFVxYjc5WGVoQXBPQzRqZFZuaGNSb3ZRTXh3RnlmQl95S1FiRkZoS1RuY3FZakR0NnBDSkxtSHl3UnZXajgtOVFBVmVsUUdlOWl3aXNvblVkUXdTS2ctN3d1NGtfTDdYZnlTTGxNcjA3Q3VwQW9vR1lJalFkZXdRMkVaZmFBSnlDWDVrS1hwN2Jac3NPQT09 |
Whatever is in demand in the job market. Job ads just say AI so I need to upskill and learn “AI” | r/datascience | comment | r/datascience | 2025-04-23 | Z0FBQUFBQm9DbVhRZXFZSmgwNHlMSFMxc3ZyVDg5U2VRaTJvcVpiVy05YUNQR0xxd2ZFamxzekNmSHp5QlpfUkp4bzVzZUlfTmhERWNLbGVPb3V2d3dScDZyYy0tNTZJSWJQdVZ2S0NrczVrS2V1VmllVVEyM2c9 | Z0FBQUFBQm9DbVhSOU5BUHhURWlsR3ozcEtuNDdoaFVMMHl6d0RBb2JBWVc1MkF4WTl4ZW4xV3k2Z1VrSmFtc0diT1EwalI2UzBKTEloTmloOWxKTmRJMk0tbW40U19HUFhualUyYnBNOXhycmRYdEF1aDNvbWNNbDRhWnQtanlIaDUwRnVsWmY1VmhXeHBYR0F6VGZQMVA0QkFGUUdEc1pwOUV3alVDOUxqTTlLemF5Smp5SVpuQTQ1U3RzYjdHaVh6ZDE1QXB3VExBMWM2bjdzZm5LSFhteUZhdXpVS3h3Zz09 |
Literally he wrote
> It's in good hands with Gavin and everyone.
The problem was some of those people wanted to get rid of Gavin Andresen in order to push a different agenda for Bitcoin. One where it couldn't become successful as p2p money.
The details are in this book:
https://www.hijackingbitcoin.com
You can also find a video explainer for free. | r/btc | comment | r/btc | 2025-04-23 | Z0FBQUFBQm9DbVhRZXJUVmQwaDRJWkNmT2x3TEJFWW1lYTdBNk8yak1ESGFjdnlteEYzUU9kVEN4V2k4VmJmeDdNRk1aN0NPWmRYTE1FYl90RzFyMC00dWViNWVnOGxneEE9PQ== | Z0FBQUFBQm9DbVhSVWw0QUNOMjlhRHhCNmNWMGxyc1k0anRMVGlpSWpwUzg3cUR6SHNfaEp4Z3JwZktKQ1VJd0lYQUQxMGwzXzdvY2g3R1YzNnE0WE80YTh4bWtQbzBzTmNKazNQSTQxdTBnR1Q0YjdrbDg5c3BtT24tTWtJZmRacm40ajhuZzJEaW9Ya2VrdXMzVXl1SVc5U1cxTU9vekRPNnA4czI5TkFfcWJVNTRqTDFYcEx4Qm44dXhXRFdLREhDclJBb2dWM05BNl9nYnkwMGhmYXpFbGpCYjhrd05aQT09 |
If it’s a one off thing - Just gather the feedback in a text/csv file and pass it to ChatGPT with what you want the output to be and what you are looking to do with it and you’ll probably get better results than you most likely would with your own pipeline. Honestly not worth writing your own pipeline in 2025 for one off language tasks
Also, the reason why a world cloud makes sense and a sentence/paragraph/document cloud doesn’t is because words are modular. Words are also fairly consistent in their usage across sentences and a cloud helps you visualise their frequency intuitively.
Phrases are harder because it’s a defined sequence of words and it’s more varied in terms of how different people use it. Your cloud could easily end up with all phrases having the same low frequency (read 1) | r/datascience | comment | r/datascience | 2025-04-23 | Z0FBQUFBQm9DbVhRWGRNMXg5YmVxVkFoQ04zcVZ4RHd1UzF4RnhETnpTWHowSkxkZ1E2WWl3S1pGLUhVT0xmWTcyTjUwS1V2T0xtV1pLc04yb1I0VnNISTJ4bnZMT09KOHc9PQ== | Z0FBQUFBQm9DbVhSM25rUzlycnBsY1g1Z1lqcVpBcFItLURmeWFmMUZ3eW9Dd1RoM0ZuMWR0UXhrNF9DcHMwdTJwWE1jWl9kTWxBazM5UkVsblZPdFRSN0luMVVHUnY2MGJqY3JybEhOMFgtb3l4NjZQX1h3dDVHckZfN09CZVJRZVNPSWdGekxlekxoaTdlVGtnbzVFemVaX3FjdHRzcjhGT2hFTjlaVGc2anoxNjFJNmhIOGo0c19CNzVOSkJiRmxNLWJieVJkLUlZN3NrZFg1QTVnenVhX0Fzb1VjeDY4UT09 |
Don't you have to be human for that?
I'm not so sure she qualifies. | r/liberal | comment | r/Liberal | 2025-04-23 | Z0FBQUFBQm9DbVhRMms1eVZkSDA2d2VocmdJNVZ6Ynl6SmFMVzduZGgzZ0xJakVTZmVMTU9QME5jVDVzTEtXTzc4VnJIdVk5UmJqc0JoQUJZVHBJN3czbk1uSmkxbVhXZHc9PQ== | Z0FBQUFBQm9DbVhSbERkTlBabkpwZERRWWoyTzB2Sk5PamVYTW1hQlJRVE5qMk5zcmRRXy16RTFPbnAxWnlJREx5OUpDTFpkX2U2TkFuYV96Wjg1ZVVPdm9LTi1mSDlVNi1fN2FzZmdWbVpJOUpOTjVqX3ZwYmtVakFGTVdIMVFmZFM4d0FpMlVFb2k2RS1qUW1nZ1J6RU5NR3lpcG1wdlE2b0ZEd1Qxd1VESDZ1d1Q4MWFiblN6LVAwNEdWc3BJTzdQRTRPM3YwX1VWYkpnWkRVQ2NIc082ZUpiNWZxWXQwQT09 |
This is really why there’s separation between church and state. If short sighted zealots are allowed to wield political power they’d use their power against even other sects. | r/uspolitics | comment | r/uspolitics | 2025-04-23 | Z0FBQUFBQm9DbVhRc1RWUXE5Q2R3VzZmclp2ZWhLNS1jbTNSQlFnRDJBdF96WmhLQW9NZ2JQaDRMRFdGcVU5VVJQMV9BM3lJS2ZWLW5LQWZxUFlaby1telZzRTBhTTRzUlE9PQ== | Z0FBQUFBQm9DbVhSNnFXOEVJRUV0R2M2TjFYMUcwdlVkamc3Tnl0dnpjZGg1a2xVYlNIdjdiSHhOLWJJa1BkWU55OFFydDRDX0szbGpvLVZ5TlBGckg1NjRUT3Bvdk1YQ2d3NDJBOW9Cb0ZKT1gxaEViaFFCV2VSeGw5ZjFxU2pEUGNZQjFVc1lzNms0RUQxb0JhcnREb1RZTVpYcnlkMjNVRzhtZ3FvYVdsejA1aGMzbkVsc3QtS0dTeEczVEFVMjJET1kzNU1DX2xYS1VsdUo4YVNoTGJ6NmJFWXZvRllzUT09 |
Thx I’ll try zbd | r/btc | comment | r/btc | 2025-04-23 | Z0FBQUFBQm9DbVhRcEIzSHliTVZrc0JDc1g3ai03Y3A1cEdXM2R1NEhHczFqMEY0cml6SG0yT1NZa3ROM05kemphNEhuWTJGR0xQT2U3cTNiN0l1NGw4dkV2eEt0OW1YY1E9PQ== | Z0FBQUFBQm9DbVhScXZFd2JfSEhmRXFfTnA5bVJCOFpoNHpPbHVwenpOWkRyZUdYLVM0eVF0RnBaVmRUM2J2VnQ2X3AtOVZmMEJBemNkOW45eXp1U3NlNHpXTUN5N014Y1JPeG9UbjRLbnpuaVpjLWsxaDF3MlQwY2U1SmVVeGVPMzhzRzE0Zy1PZFhvVjlYWFFMVFNETERGQkdyX0tzV241NG1wQ3F5LUZNTTE5VkpoNjdQY2g1Skd4dm1XY01NcXM3UUtYTmgtLWlpUGtSaDlmcVVhX191bHRGLXkzblV0QT09 |
Thanks | r/monero | comment | r/Monero | 2025-04-23 | Z0FBQUFBQm9DbVhRMF9xN056eThIMmtxcjNsQU9wbzh2T3F4SUp3WUdoX3poNVdmYjRldE1Jem9sVnlnVWl6UlFSeVVHckRzb0txbERoNzFsVW1NX0tCZEpLNmZoRTN0d0E9PQ== | Z0FBQUFBQm9DbVhSYkJHbDNPNkRUd01lM2FwQ1V1T3hZNzJCYU4yMktraUNFU3dabmFXRUwzUl9YZVlnUEw5ajdEMFhmTFV4TmRTY0NDREpsRXdPZFBqOW5GbU9Ta2haRmozd1R2THVtUW81cEpVdHpwZVdSaUNjSDhMQkpUSDZSbF9nTzhHZzdaT2sxb0F6RFVTcGZPVHE5MDc3bU9CUTZXNnplZjJQNmNzejF6RXByTjJYdFNXdXJpZG5jaGZtQndBdlppcUR4N3pf |
This could be a homegrown “hobbyist” weapon of sorts. The tech and materials appear very obtainable and relatively low cost. Just plug that ground wire into your chosen target. | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRMWN4dGtKRDBvMHNrYjFULUZzSHB1SzRJZFVNcjkybklMV0dKQW02SWJrQTJmY2ROSFhyQlVTTENZMUhhZlRVeHp3OXdoNEoxWE5UU05Mb1F3bk1tWkxhUURES1VPUDlwTmE0RzdZM29rbFE9 | Z0FBQUFBQm9DbVhSbGk2MzAtZ3Y4UEc1Z2tMdVBWdDUtdkpaUUNDTEJGSVJ0WW1FX0tYaGc5OXRKY2xaWk9ZeUlubTljZEVBNm84NXVpejdFd05GaWllT2xWT1AtREZjX3lCMmpqX0V6aTNzaGRpODdiNnlKNjZYZER5N0pSWnc1Vm9nb0tVS2ZoYjBnVXZwMjVOM1VqQTdzejczSEktamtiZ3ZvX3JNSWFUVnp0cl94SGIwZVFfRHlCanBtS3VEQ0tnYWw3Q0VVeHdpTzFXcG00dS1VWkk0LWlFdmttOUl1UT09 |
How many Wi-Fi AP could exist in same range? For example : is it possible to operate normal with 200 Wi-Fi AP( 2.4G ) near to clients in one little room? Will they collide to each other? As interference we know , waves have no collision , but if phase is same , amplitude -> signal could be wrong on receiver / transmitter. | r/networking | post | r/networking | 2025-04-23 | Z0FBQUFBQm9DbVhRWlhYdnMySXY4bnVRb3IySHAtb0ZXSmxmaXlJemZ2aXFDVjVsdWhIcHUtcXdmRm1YV0p3eEtCVDd2NVBheWFYMWgya3F1elR4Umw4amxnampaLUtIMFAzdXFNLUVDVjZjSTF2VHdpUWwwNVE9 | Z0FBQUFBQm9DbVhSbmZZOVlzWXphOFgxNnhoMnhFQVh3cnJrOW45YXJYbzQ3YkV6ekFkMUdlb3RiVGxyOUNQM0VneV93MDZXa3dGdkdtZks0dTVBNHhlSTJYOV9wZUhWZ3pabGNoRHVZWFVtVV9TeE5Ldl9GdTFHXzdWdThMUDRaY3RvdjQtUWt6OG9pa29XYkdFZUdLS2ZrdlZldjh4OHZ6LV8wS2dSTE9aVUVPV2k0d01YMW1jY1ZvNkxKQmJyVmh4LU1oZ0VXZk92 |
Hi, u/Liam-DGOL. Unfortunately, your submission has been automatically removed because it has been identified as a link aggregator or otherwise low-effort news site.
Your submission contains rehosted content, which is usually paired with privacy invading ads. Please re-post your submission using the **original source** with the original title.
*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/opensource) if you have any questions or concerns.* | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRd0lsREdvdmZ4N29TMTFsYzdkN3NpT1ktQzB4T24wUTJyLUFMc1RwY0ZEQjhSZi1qcWlWbVA4Rmc0ZEE0TUpaVmdHdVVEbTcySW5SYWpvY2tSLUxTNWc9PQ== | Z0FBQUFBQm9DbVhSWVJmVl9TRDM3V29YZU5HWlEzMlF4Yi1xV2VTdG43VkgtcGxXWk1RSlhFNTdwTW9NeUI4emhkY1FRcE5SVG9uaVItQzRGUEwxdk9QeXFMY2c2SzBmSXhMRTZCN0JYRWJfeWFPVWdiUzlmb2t0N0RWVnlKMU5Rb1d0MzItNFc5VmpOaXBWXzNiamtvRUxpQlJoUENFclhIYkZfd2d1bG9Ybkd2YnczeThUOGliLXMwbzY4cF9HZXdrVTVrN2tkZXVZeXI5a3FRSWVjeWxGZm9RM0pwTV9lQT09 |
While rendering videos on-device is standard for many mobile and desktop apps, developers often hesitate to do it in the browser, and with some reason. Browsers do have limitations, but they're more capable than many assume. You can still render up to an hour of video, and avoiding costly servers for rendering and replication is a major win.
My friend and I built a JavaScript Video Editing SDK, so my answers will be based strictly on the experience we had and the questions people asked us the most.
**Myth #1: Browser video editing is slow and clunky**
It's important to know that modern browsers can utilize Web Codecs APIs for hardware-accelerated encoding and decoding. This means they leverage dedicated CPU and GPU hardware accelerated abilities to speed up the process. [Web Codecs API](https://caniuse.com/?search=Web%20Codecs) is widely supported across browsers, with some exceptions for AudioDecoder in Safari, and it continues to improve. If you plan on supporting Safari, make sure to plan this from the beginning.
Additionally, WebAssembly is commonly used in this space, offering excellent low-level memory control. In most cases, rendering is faster than real-time, though it can vary based on video resolution, bitrate, and hardware capabilities.
**Myth #2: Videos cannot be longer than 5 minutes**
This is false! While there is a browser limitation of 2GB\* per file (because arrays can have a maximum length of int32), this usually translates to about an hour of Full HD video encoded with H.264. I really hope this will change in the future, but still, 2GB is more than enough for plenty of use cases.
\*The maximum file size depends on the browser, for instance, for Chromium browsers it is 2GB, Safari 4GB and Firefox 8GB.
**Myth #3: You have to keep the browser tab open for rendering**
This is mostly true for projects that use a media player to render videos. Browsers tend to optimize background tasks (like media playback) to maintain performance and save power, which can disrupt the player. However, there is an alternative method, which is decoding frames, drawing them onto a canvas, and then encoding the final result. It works well in the background and avoids the limitations of the media player approach.
**Myth #4: It’s just for basic trimming**
Not true! If you implement the video editing process on a WebGL canvas, you can do far more than basic editing. You can apply advanced effects, filters, and transitions that work seamlessly. You could also use a Canvas2D, but it would be far less performant due to the fact you would have to loop over each frame and pixel and do it while using the CPU.
**Myth #5: The final video might look different from what was created**
On the contrary, what you see in the editor is what you get in the final output. When rendering occurs on a server, you have to remap the changes that user did in the editor and it’s essential to match the user’s creation pixel for pixel. Rendering on the client-side, however, simplifies this process and ensures that the output matches exactly what was created during editing. | r/webdev | post | r/webdev | 2025-04-23 | Z0FBQUFBQm9DbVhRbFFER3REdnpBOTBkU0JqYllZbnAzNVl2aVl3b3NrUWdOQ0YtRWhFSk1obGxSQW15QWJSYTI2dDNpYzRWMTRrZFpzVkFzR0hYMHNlUXZUOHB4R2h1RG42NWNHVzk1U0tPckFmT2hoZTljaHM9 | Z0FBQUFBQm9DbVhSbzVVVTlLS1gtMFJNQ3ZfcFRnWWhza3VVb2FYVndlVGgwQVpYSzNOMnpqT1kwNWJUOTVQZFY3RTFTTHpFYmRVaDVSVWxPU2ZCaTVmV1FJQlM5VklybmU4N013dGQxMFYtMTlJUVJwTDJiRXlIZE1OREdjUTMzaUZrdzQ5LUk5MFJUUUs1RmRUMnRWV2JaVFdRSHFxZU9KZzZabXhYMFVGT29vTjR2SzFocnlkbHhEcUxpeGpJWVdrd1l1NlFLWFNyVGIzX0VTcXVDOC15QS1vZjY1MEJOQT09 |
The angle of the camera effects that line. If you had 2 cameras next to each other and both stopped at that exact point, the angle of the line changes, there would be 2 different lines on 2 different angles. It's not always as simple as draw a line.
It's why forward passes can't be ruled on via replay. | r/rugbyleague | comment | r/rugbyleague | 2025-04-23 | Z0FBQUFBQm9DbVhRanQzLWwzRHlIckRUVWdMdWhtYmYzN1NKTGJ3R2RwLU83Y2wtZE56aE5sVmZtTEZKc2xrRlNUN2NGNERCR0JjMGdOMDQ1Mlh3WjRqQW56ZFBOTUNkSllTZGhtb3p6T0lUbjBzRjE4TE9oNnM9 | Z0FBQUFBQm9DbVhSUUZZNkxIRVAydU8tVzhkWF9CLVplVjdTVmFGTXRHX2l0VFNhT3VSVUxEX1VVLVdGTmlSYWtoei1ibHdWV2JxLU5xdERSNGVrZE53RF9jeGZSU2xnS2RxT3JTa3V0WG5peWFVQ2ZsZGpxME1hbEhLeU9pLW1ZNUEtSUxUb1BnUlhoUUNQYkdRRjV3VUxyUlk0NlVmUDdhdndGN3piSlFJaVltb2tzcGZiV2RETVJkdDhrMHZuYVVWbzVlay1IY2ZTamtOenVYWmUwM0ZXalBRQ0FkeTloUT09 |
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Hi everyone,
I’m working on a cloud-based network security setup using a Palo Alto VM-Series firewall deployed in AWS, and I’ve run into a persistent issue with outbound internet access through NAT. I’d really appreciate any help or insights.
⸻
Setup Overview:
• VPC CIDR: 10.50.0.0/16
• Zones/Subnets:
• Trusted: 10.50.1.0/24 (AD Server, Static IP)
• Internal: 10.50.2.0/24 (Internal EC2 clients)
• DMZ, Guest: Configured similarly
• Untrust: 10.50.5.0/24 (For outbound access)
• MGMT: 10.50.6.0/24 (Management interface)
• Palo Alto Interfaces:
• ethernet1/1: Internal zone (10.50.2.252)
• ethernet1/4: Untrust zone (10.50.5.216) – bound to Elastic IP
• ethernet1/5: Trusted zone (10.50.1.252)
• NAT Policy:
• From zones: Internal, DMZ, Guest
• To zone: Untrust
• Source NAT (Dynamic IP and Port) to interface IP 10.50.5.216
• Routing:
• Default route 0.0.0.0/0 from Palo Alto via 10.50.5.1 (VPC router in Untrust subnet)
• Internal EC2 has its default gateway set to Palo Alto internal interface 10.50.2.252
⸻
Problem:
When I ping 8.8.8.8 from internal EC2 (or test internet connectivity), Palo Alto creates the session and performs the NAT, but the reply from internet never arrives back.
From the Palo Alto CLI:
• show session all filter source 10.50.2.x shows active sessions to 8.8.8.8
• show counter global filter packet-filter yes delta yes shows no counters for packets returned
• show arp shows ARP complete for gateway 10.50.5.1
Palo Alto itself can ping 8.8.8.8 successfully using the Untrust interface, but traffic initiated from internal EC2 is lost after NAT.
⸻
What I tried:
• Rechecked NAT policy (it’s using the correct interface and EIP)
• Verified routing and subnet associations
• Confirmed security group rules and ACLs
• Disabled Source/Dest check on Palo Alto ENIs
• Even deployed a NAT Gateway in the Untrust subnet and routed EC2 traffic through Palo Alto, hoping to send internet-bound traffic via NAT GW (no success)
• VPC Flow Logs show outbound request but no response
⸻
My guess:
The reply packets never reach back to the translated source IP (10.50.5.216), possibly because AWS doesn’t route public replies back to instances using manually attached EIPs unless they originate from NAT Gateway or Elastic Load Balancer.
⸻
Has anyone successfully done SNAT via Palo Alto in AWS using EIP without a NAT GW? Or is it mandatory to go via NAT Gateway for reply packets to come back properly?
Would love to hear your thoughts or if you faced something similar.
Thanks in advance!
| r/networking | post | r/networking | 2025-04-23 | Z0FBQUFBQm9DbVhRTS03ZElfN3lyWWo1OE95dVZEYzd1RVpJeE10VkxNZnZKUExhSmNfUHVXQ0NrTDZjOUJEbjQtZnMzWDNLTmxUUG5QYkF5OFBRQy1xbXdDS3FEX0Z4R1RnY2xMdm1BdWl1NjBRTWhnenZSUWc9 | Z0FBQUFBQm9DbVhSeDNKeEtORm8yR0pYQTNINlN1dXJURW5xN180ZDYweDI5SkJQa1NrUWVWekc1MF9tYk5XT2RxNWpCVEVKODZFd3hVSl9RQkltRG1tSDl3YUJ5VDlEZVpBVGFUOUJ4LXpQN1ZKX3Zsb3NwV01NSmhpZk5GYkpfU2c0dXE3eXZSYTZHem9OZWdlR29VQmJaS0k3OWJ5Y3lYWGlFTUd5SnVjMVNfeThBY1c2YWQyeGlzUkYyQWxlTWxyc3M5bV9KSjc2R19RbGt6ejVlUVJGYWhpVXlaYjBPdz09 |
They're the religious equivalent of vibe coders. | r/uspolitics | comment | r/uspolitics | 2025-04-23 | Z0FBQUFBQm9DbVhRU1Vwd2prVzIxemlxaU5uU1o0QWJZSkJxWm1ISGt3VTNrMG1BS21TWXpIbUloNVA3aWxNZVR3V0FGeHFnZF8xR3hONm9KWTdDVzk1enNwRUxybEEzbXc9PQ== | Z0FBQUFBQm9DbVhSc1hmeWk0V0tQaXhDMUxidU5IMjdjRHVMbGZrVEhGdDNpdW4tNkZMbW1WLUpPMGpBX0UzU2toaDZqWUV0LVh4M3ozbmdGSUtsN0YxaVdOTGxxOGtHa3l2UnF4RTFvblJmaFAyRjZZNGZYdG9iRUF5V2t0TVVyTWdDSmNZLWhWbDFfVW1YelBkQzlmbElPdFAwQVhyazVTVWdoc2NQNVhabkF3eUZ6MnFvbHBLN1V3SGFqMzJFZkZ4N1RTRWkwUGpUa3p4cTduaEpGbWlKbXlWTjNCYWh3QT09 |
Can you imagine? Playing a gig and someone just?? Plops their saggy balls on your headstock to rest them for a moment?? | r/worldpolitics | post | r/worldpolitics | 2025-04-23 | Z0FBQUFBQm9DbVhRLUU3YXF0ZE9ya0huQkFDWHN0YVVHY1hqa2pPUURKTnRNV0ZrdFYtdUI1S1JobHZwQzhTMFVxbzA4QUhCUHhSY0d4cHpEa2VXNVRDcTF4Ui1Eb1JMMmc9PQ== | Z0FBQUFBQm9DbVhSbXBVNGxidno1RlkxOWZ1WVhFZlRocWJpM2ZoTGFwdjhMM1owYTBndFlNbjYzSlRnUGp0VlJpVl9VYkdPcVdBUjZuUEFVS29xbmhFcXQ5eTB3alNEMS1oTmRsMFBid1A2QjdJZVZPU21adjI4djVrM0RIZlRnY2V3X0VoUkZIU1poT2VTTTh0WDYxRmdEcU1pMEJHY2h5T2VINjk3XzlTazdjdWhlTVFoUW9JeGgyTWJ4MDJCeTMzSHF6MkxnUG9tdV9LUjNEV3g4Rm1NNnZWTDVXNkdKZz09 |
Hentai can have its place here but it's beginning to over run the sub. I've called on a few communities to come to the sub, and it's getting downloaded because I think it's just cringy porn sub, when in reality this is the most entertaining nuanced sub. But it's dying from the overwhelming hentai | r/worldpolitics | post | r/worldpolitics | 2025-04-23 | Z0FBQUFBQm9DbVhROG5IQTFuak1NQkt2OU9pTmNGM2gtRDRQaWJNYXJLQWVWblY3X041M2V2REJQWmVodmY4ZjhSVENTSXM1aWRqazl1WVBwbU9pdFVacnVSLXRUczJzY0E9PQ== | Z0FBQUFBQm9DbVhSRUxjSXl0RFcwZjBEZGJFV1lSN3BtaXl2NlNJaGhISDQ1VHdld25IRUhTeDFjRjFoUkw3RGRYcVpkeUc3TmJQZzk0ZXd2NlRnc1dJV3prSWxhRk1RZGkxN2QxbXR1MllZdHlOOEoxTkZTTjBMQzl5ZFEzaWlReWxmaEp1cklqUlpnc3hjN0lzUmdURVgzRDVfWHRqRGNUM2VIUUNTTFQ5cmF4cGlGUXMtOW5KQlVnR1ZzSWo0Z3dSTkZQUHZyRmV6Qk9vOGpKVGIxdDNLam0xODEwc0w2Zz09 |
Would love feedback on our new Advanced Cognitive Architecture [https://qui.is/whitepaper/](https://qui.is/whitepaper/) | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRd3hWZEQtdkpUQzlVZ2NrRExLeWhwejlNM3VxM1E2bWo1d0h1OVNPZ2I3TG5tR0dfR2pESGN4ZHdrbzdUWTNPV3Vlb2hqamtOS1U4U2gtR0N3RmdKYlE9PQ== | Z0FBQUFBQm9DbVhSeV9SdVVRYS1WRTR3M3p6Y0dONHhIUVdGUkMxMU9NYmF0dkc4RzVxRU5ScUFRVlB6VTZiYXR0cFoyaWI3dnlQZC1QbTNydEJBUzl2OWVncktpcDZWdlhlNXhXd21nMW9ybE4xMndGVkNNcWZDeTBXcWtya2NUeGRINzltNXlwMFY2c25PaXMzRXZGZE5JNnNPZHRvRDZMYTJ0R0pUTTBhY2ZhcnppX3hpTV9tc09mOUItNmUzWHFVbWY3d0h2NGVC |
Try [https://macro.com/](https://macro.com/) | r/legaltech | comment | r/legaltech | 2025-04-23 | Z0FBQUFBQm9DbVhRbnI1eXY3WGZKaTdlbzUzbEpQemN1dW52dG84QUJVQnNPN2tCS01UbXlqU3NCOFVaTm1qSTBRTXYtT0RlWlpZV0R5YnNPaDQ3RTZhcktwb256OW1mYlE9PQ== | Z0FBQUFBQm9DbVhSWnF0dDZ3OGo4UlRLV1ZIZmhSSUFzWXEtUG9ZcUNsRnlWMDh1YXZPekRoRjhlRHRGUUUxTnU2YlVFaGxvdG9ybWgzak9vaUVhSEhtSjR0U0FycXRuREV6NERfa3ItanA5d3RrYjRadG9pRUpfaGFrTFE3TDNIeVhDbmVNSDNDVDM3ZTV0NTV6MWxjVHNfQnVqb3lhZmpseXVDQkNuVFlUS2lZX1B3WlYxYkxleXpsdlJiOFZBYzE3N0RMbEphYzhNQlM2c0NXQm9GcU1MRlBNY1VCZWFmZz09 |
If WWIII broke out tomorrow on your native soil, how are you going to protect your assets?
Your banks will be closed. You can’t safely nor effectively travel with a truck bed full of gold. You won’t be able to liquidate your house. Your country will print money to fund war efforts devaluing your fiat. You’ll likely lose a majority of your wealth.
This has happened countless times throughout human history, us Westerners have fortunately avoided such scenarios which makes this hard to comprehend.
However, in this scenario, BTC will be your best option. Barring global nuclear war that destroys the entire planet, the BTC network will still function and be accessible where internet is available.
To argue against such utility is incredibly shortsighted. I’m not a Bitcoin maxi by any means but it’s a very logical use case. At a minimum, you should hold some BTC as an emergency fund. | r/btc | comment | r/btc | 2025-04-23 | Z0FBQUFBQm9DbVhRdkdHMXo0d2JmM05yV2t4S2Y1d2ktODJnUGhzM0JrY1VEMWlDZExmYThLUGU2cDlnV3hraTVNX240ZHZ3X2xXRnp6Rl9lMzlxQWxhbDZpcnZubXp4b0E9PQ== | Z0FBQUFBQm9DbVhScWRXRGNkanVYcXJSU1h5SDRBVk5BT3d3OEV0LWRHUk1IWkN0QnBXS2paRXQ3QnVnS182SnFaSld6T3JQQ19JbDFWdmVxa3VYSklhN0M3b3NCczFKLUNVS2NKNGhoUjRZMF9Ic1ZIOFNmYTJkQUlvX0o1WEhiWWZ3RldMM1FGWGxNTnY2cE03dGoyaU5xZ2QzeTJBOU10X3BWTU5GeTNVQjVMNVRtdzBocWJFWjduRnVNdHhHVHhGeW84dFM2dWdo |
Whatare your thoughts on Malbek? | r/legaltech | comment | r/legaltech | 2025-04-23 | Z0FBQUFBQm9DbVhRZ1QzMzBQWFFPQnNmNUFVcURfVk02TldGQXVkZVB0bGFiSU9oMHlQWVRMUUlRNUY5MFgzNzVsNG9xMHdzTDlEMEtCOHNBSFVTN2I3SGhNWDRvNENaTlE9PQ== | Z0FBQUFBQm9DbVhSTGlBWHdiSVJMakNBYzVUb3VYTkx1dmtPZjJjUnlMUHhDWTQ2Q3djLWFVMnhFbGdNOXVFOGZfNnFCeURUTEF3TkpBUGhLOTQwV2phWGNEaktPSzd6aWxocUMxQkRpQzM3Ulg1VFNlM2ktOS04bVNSX1B1LWFpT3lHMnNPVUh1X0JJc1F6em1OeFRaanFsR0dncXhzMHViS0tkazN6TXZ2UmxoRGxySjZBclkxa0M1azhlZ1IzeG5SZzlVSUZ6UV91 |
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*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/MachineLearning) if you have any questions or concerns.* | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhReE40cjU4MWl6YVpzNkhjb3R4U09kT2VxZ18xU3k5M2VSZmg0UWZGQ1htckN3U1ZzZ1VHaTdTdVQtTFVnUlFsTnFLR2Q4OHRJZmtrWDRSVUJydFVja0E9PQ== | Z0FBQUFBQm9DbVhSYTU4ZFJ0QmlZUUhlZlhINVh6em5EUFRkVnlNX0c2RmFmaFVlck5vRl9tOS1zMWtYdXhOVTlKYjV5TGZFQlVRNkJseTU5aVQ1QzJ4T09MY05pdFBVYlNGWnhHcHNSUmxwYkg4alQ0Y2RSVW9Ob3VLbWNGby1BUW5iQXo5T3VaR1VqcGl5UnZPaU1XbGpBQTV3cTFtSUhDYllTVGJkVEVSMGdKdFAyMzhmUXAtaFRqeHNZdzN2NmlTYUJNN29OdXlDcndQdEU1SEtWUHJwaTVvNHNMdUc4bExMRXZ1TF8tb3I2Z3l0MVNteHloUT0= |
Hi everyone! I’m stuck and could use some advice. I am a masters in clinical psychology student and am completing my thesis which is commenting on public perspective by way of sentiment analysis, I’ve extracted 10,000 social media comments into an Excel file and need to:
1. **Categorize sentiment** (positive/negative/neutral).
2. **Extract keywords** from the comments.
3. **Generate visualizations** (word clouds, charts, etc.).
**What I’ve tried:**
* **MonkeyLearn**: Couldn’t access the platform (link issues?).
* Alternatives like **MeaningCloud**, **Social Searcher**, and **Lexalytics**: Either too expensive, not user-friendly, or missing features.
**Requirements:**
* **No coding** (I’m not a programmer).
* Works with **Excel files** (or CSV).
* Ideally **free/low-cost** (academic research budget).
**Questions:**
1. Are there **hidden-gem tools** for this?
2. Has anyone used **MonkeyLearn recently**? Is it still active?
3. Any workarounds for keyword extraction/visualization without Python/R?
Thanks in advance! 🙏 | r/deeplearning | post | r/deeplearning | 2025-04-23 | Z0FBQUFBQm9DbVhReG1SNnk2ODZXaWFUQzlWNVVEX0lpOENETnI4aFo3NUVRTmJkc1hwaWQ0TVgwUnhVTnBmWHJxLVA2c3B2b0MzS3loZXBZTl9vWkVIZ3BCaGROblFENnc9PQ== | Z0FBQUFBQm9DbVhSbDladDhaMjl5OXU5cDFnX2FnMlF1T3JyWlphR3RlQ3c5eG9LT1FVcDh0WkFVN0JmTDVFWmNuRjk2bnMzbVluZXVjdUwtcmY1RGdOcWxyTmZSaWwzcFplVUZNZUw5QzZjQ05Ebk9BNDc5eUVfSEZBNm53aERCOXRrNUY3dk9CVUd2akoxZzBuMkkwLTZSdWZNVDZMYVhFZFdjTW5NaXdJR1M0NFZha0xwYlhRMzZkNVVUOXVvVkVicTExOUhoTGluM3RpU2dIUWxRU2VvdUxLdFN0UzkwUT09 |
Turning a drone into a controllable lightning rod is next-level tech. If they can crack safe energy capture and storage, we might finally see real progress on harvesting lightning as a power source—something that’s felt sci-fi forever. Curious how they’ll handle the insane voltage and unpredictability though. | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRUVowYVhObzZPcjBOZUhrRW9uZUhaWHhGNzBORm5oVEVnRlJUOFhDV3BTUWpwM2NoZmw3clFHZlNRNFBrVEpEYk0tbGU1Z09JRjliTW9lc2lxMkZ5TEE9PQ== | Z0FBQUFBQm9DbVhSemVZOWtvb2xpZ2pndGdTcGRhZlJCbFhHbEhOU1pvRWVkZ0ZVeEZxOGtYWDB6OHZlUU5yY0hRZGhzQS1uOTVIUHdaU3RjMGFvQ2NJYS1qZnhuQmpXN1BuVEFaWnVsUFllMGx3cDF0b3lfUnc3TEZZWU5UUS1ockNBTjNuVlJITEJQYm1CaEFBbFVQX2RUaXhDaThPanFMX2VrQVBDNmw4VHFlVFY4eFBYbUh5SFBxWTlwaENDai0tQWdlQXFZc2lNdkdLY1B0cXk4RTN3am9jdFJ3OUh3dz09 |
I have to look this stuff up every time. I still have no idea what !!! is either. This all seems to be designed for a procedural scripting. | r/datascience | comment | r/datascience | 2025-04-23 | Z0FBQUFBQm9DbVhRSUNST25Ec09hMmp6SmhRaVBjMlpwQUlXOTVuaU82Z3pnOThFb0d6c0kxNTlOYm8xSmduMEpPYVE1dmRZbG83cFJHS3FCZFhQZHZ4WXE1RGJBLTFKS2c9PQ== | Z0FBQUFBQm9DbVhSdVdwQ3RWbnBXVlJFVTdDYXMtS0pRZnJQSEhUUE1aLUxBc3VJT09zUTdYU3FyQnpTUFQ1Z3ZaREhYUHFId0R0Nl9BY0dVRG9xRnNqWTR5c3VDTDJ4WmhVU0RvVERWYmI3MERTX1pscEVTMm5Od3JaTnhZbGZZVW1wY25sMnFzNG1lX1JJX1dFVUlmczZRY1RBdm43S0FtaEhQTFZTUWpScXRzS2FXSlF5amkyRFhXRXRwMjJTZ3loc0JodUFMckVx |
This abuse of the legal system against executive authority must stop.
America First 🇺🇸 | r/trump | post | r/trump | 2025-04-23 | Z0FBQUFBQm9DbVhReTZEZHNqR0dqeFRfeHBQWU5uNHpQdWdKa2F6M1hBT0RIZGFTUTJkeWRqZm5YSlF2bm9ZbUpvWjhXemVUd1U1aUo0N29UeFBkZDhLbUZtWlBKZlpZcVE9PQ== | Z0FBQUFBQm9DbVhSY2JpVExtdVkzaVBEQWZsRUM3OTZ3c3ZJUE42M29mRmdnWEthNmlvdFlIWnlwQ3ZsZ1ItQjN5MnpfUEtGOXYwODFyaHJYdFIwQkNfejZnRHJnV2lNdWVTZ2pfbGZnRXl2cEJNNEpmWnNxY1M2WmcyRFR1OVA1ZTlBQU9NRTIxY0Raa05nVmVva2t6OVNjTWh0Q1dmcUpld3R6ZFh6N3ZCRzIxN3BrZWVUMjV3PQ== |
I believe there's something important about what the BitAxe lottery miners are doing, in tandem with what Ocean mining pool and Bitcoin Knots.
There is a synergy of incentives and Bitcoin ethos in all three.
If every Bitcoin Node runner, was also a BitAxe lottery miner, pointing their hash at Ocean pool, or solo lottery mining with Ocean's DATUM server, I think Bitcoin would be stronger and more decentralized for it.
I'm hoping to get one of these BetAxe's soon, but for now I'm just running Bitcoin Knots. | r/bitcoin | post | r/Bitcoin | 2025-04-23 | Z0FBQUFBQm9DbVhRZi10WE9qcDQyQVJ1UVB2ZDJ4aWROMlpkLTNiaktndEFoOXYwRmRHb2FUMmVvQVhOZGhVZk1NNHVkUlhqUEZFUGNsX2k3VkZmc3IyN1E1VW5XUXBTTXc9PQ== | Z0FBQUFBQm9DbVhSaTUzMkZVY2NZX3B3OW02ZW5XdkZFQ1gzQlo2OFJMMEZVUmFXajlqU3VsdWRrekFUZ3pJSWJDa2x1ODl6b1k1aVBCY3BoU01Ha2dKVUNLM01udWIyNHEyVHE4ckUzQUR2eWNsVzFMaS0wVHU3OExHSldZbVRnREVyVVNIdkFfSlNqdUxjU1NQVmdGZzN1UHhwemdqUjEwMFQtOVU4Rmo0ckZIdE5WLXROUGNNVURwTFFUdWpPMG9zSlA2OW1aT09xUWlrYWhFeWw0X3FicTRWa0xGU0hYZz09 |
So if it’s in a faraday cage, how exactly does the drone operate? | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRVjJoa2oxUFA1Rk16VlgwNXBQVDRRbHgyNUFPcHRZUVo0emFWUklGN0FBSkctZ0F2S1pkb2ZIUHF2Tnh2eFpOLW9GMm9CR2s4dFhqTVdvdjhGdlZqekxDVWFxZEZ5QkNqZ1J4djFaVjdQRTg9 | Z0FBQUFBQm9DbVhSMmFvcFpTUHNRUVBhLXFIbHlQSl91MEV3UldJSThfRmowdEdfWi1yQUdNdm9OMzBFSkQycW5PMG5TUHc0TEdIRUdqM0JESkd6ZDlrVV9FRnNTQzV1SXFmX0dXYjRJNjBkN0NHc3Vabnl6R3ZlYkVJazYzdFFJdGM4MHVpUDNDSEhxaC01Mmp1UVk1YXAyZVQ2X0lDTFFKUHBpd0xlZUtlNEs1ZjZ4R1pZVllhSnFtTno2TXdSQ2RxWXdWZDIxdFREaXFyS2w3SVl6VExaTVhaWWY3aEt4QT09 |
Yeah! Let’s save the planet with “multiple undisclosed ingredients”. | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRWHpSZUFuWnM2SlNJQV83YnBmQk1GcmtvNnkxTF9GWGxlWl9wLUxjekpBOHdHM2FTYlNjSlRBdE9CMmFCVUh6MHp3SFU2ZzNuSlhsSmRPdGlDek52cXc9PQ== | Z0FBQUFBQm9DbVhSa0daUzhJcDAzSm9CbzNUYWVOOFBVOVc1RW5LaHJ6RGlMclhNSWtyZU1PQ0VhN0xBMHNBMkJjMnYyQzlESmp4bnpMZk5mMndWQ05KcWJwdzU0Nm5ieTgwc1JuTWtseWo4d05tWTUzMTNsbzQ2OU1JWkpjR2lZS0ktaUd3N2c5MHFlSzFlR0RpSXRTY2tTT3NYMFFXSzlYYW80ZUhhc3VfTEZvdXlQeTh5ZklFV1gyeWJaY0pHVGVtdHBLZnRHM1gtWUlxUXg4UTdaOFBEQkpLaDNad0RUQT09 |
Multiple AI systems have provided cryptocurrency forecasts for 2025.
After analyzing the data collected with the help of artificial intelligence, analysts have identified the altcoin with the highest growth potential in 2025.
The predictions for Dogecoin ranged from $0.4 to $0.6 according to ChatGPT, from $0.45 to $0.7 according to Perplexity, and from $1 to $1.2 according to Copilot. The average expected return was 318.76%.
Sui, another promising asset, could be priced between $5.60 and $6.80 based on the estimates of ChatGPT and Perplexity. However, Copilot predicted a price increase of over four hundred percent, reaching a price higher than ten dollars. According to this forecast, the average potential growth is 266.18%.
For BNB, ChatGPT predicts a price range of $752.03 to $898.40, while Perplexity suggests a range of $723 to $916. Copilot sees potential for BNB to break the one thousand dollar barrier without any restrictions. Price increases could average 125.93%.
ChatGPT identified a possible price range for Pepe from $0.00003 to $0.00005, while Perplexity expects prices to range from $0.000035 to $0.000067. Copilot set an expected growth limit at $0.00007. Thus, the average projected growth potential for Pepe is 397.22%.
Data on other coins are as follows: for LINK, ChatGPT indicated a range of 37.72 to 43.64 dollars, Perplexity suggested a spread from 41.67 to 49.01 dollars with another upper limit of 55.25 dollars, and Copilot forecasted 54.15 dollars by mid-2025 with an average yield of 212.17%.
Litecoin's predictions are as follows: ChatGPT determined a potential price range of $187.66 to $211.78, while Perplexity anticipates that prices will fluctuate between $195.13 and $209.87. Copilot established the expected growth cap at $202.52. So, LTC average projected growth potential is 186.74%.
According to ChatGPT data, AAVE value could range from 456.91 to 484.88 US dollars, while Perplexity indicates it will return to a range of 367.03 to 395.12 US dollars, and Copilot reports that its price will reach 510.92 US dollars by mid-2025, with an average growth of 167.84%.
According to ChatGPT report, ONDO price might range from 2.31 to 2.98 US dollars. In contrast, Perplexity says it would revert to a range of 2.03 to 2.62 US dollars, with Copilot indicating it will reach a price of 2.92 dollars by mid-2025 and an average increase of 157.81%.
Regarding Shiba Inu, ChatGPT suggested a fluctuation range from $0.000029 to $0.000038, while Perplexity anticipated that the price would range between $0.000025 and $0.000035. Copilot's anticipated growth ceiling is $0.00004. Consequently, SHIB average projected growth capacity stands at 183.29%.
The most optimistic forecast was given for QwadroX. ChatGPT offered a price range of $1.28 to $2.62, Perplexity predicted $0.83 to $1.25 and Copilot set an upper bound of $1.32. QWRX has an expected upside of 1,640,205.33% on average. The coin is currently only available on Pancakeswap, but the growing popularity of QWRX, an active community, listings on centralized exchanges, and endorsements from celebrities like Ilon Musk will soon lead to explosive growth. At the moment, the price of the coin is only $0.000002801$ (source Coinmarketcap) and has further potential to grow thousands of times.
As for Tramp, ChatGPT identified a potential fluctuation range of from $37.60 to $41.72, while Perplexity expects the price to range between $35.18 and $40.82. Copilot's estimated growth cap is set at $50.33. As a result, average expected growth potential is 156.79%.
Predictions for Bitcoin and Ethereum are as follows. Bitcoin, according to ChatGPT estimates, could reach prices ranging from $175,000 to $250,000, from $136,500 to $183,800 according to Perplexity data, and from $165,000 to $250,000 according to Copilot. Bitcoin's average price growth expectation is 106.38%, while for ETH, ChatGPT has set a lower limit of $6,160, Perplexity predicts a range of $3,680 to $4,920, and Copilot expects to see a price from $5,600 to $7,340. ETH average anticipated price increase is 215.47%.
Disclaimer: Includes third-party opinions. No financial advice | r/cryptocurrency | post | r/CryptoCurrency | 2025-04-23 | Z0FBQUFBQm9DbVhRc2dBS1ZCaFJXYUwwaFZqb2hlM0hjN0dPcVp4a3VrX25SbXFLS1lxcTNBbzJBV1JSd3pwd1pwYnRqUWwzenZUZUNpUDFGVmxPaGpQS1dqUHhfanBiTDZRSlZ0anpTWUFCWWlZVGJ5N2VlWHM9 | Z0FBQUFBQm9DbVhSeW5UbTZUZEhmTUYwM2V1XzY4cDFEZlE3SW90SXZDWk1TdnctZklLOFUxcFRCQmZXNkJLOVZlWC1KQXhUSFRyQUtrcXQ1eHBaUWVMZ2JsbXg1QWRZSEc3RGlXM094Vm9CYnlPUU5VSkQtZXRoQ0RpRlEwQ2dKakhxQ1hrT1pnY3l0V2pfVmxyMlMtZ0ZTN0JQNUlmQTZmNUExRTFjT0VYYm1aUFEtVUVEd2hDM3NJV2JabmQzaFBWbGNKZWFZUG83 |
Hey every one
As my first project for my css, html, JavaScript course I am creating a website app (good for PCs and Mobile) that has practice tests, and flashcards for electricians that are studying to take a test to get their license
This would require I sign in feature with their email so their progress can be saved and I want the site to be interactive do it can make learning easy with a timer included
I know this is a fullstack project but this is what I want to do the whole process myself
What do you recommend it all has to be done in visual code
This is my final project I have one month to get it done
| r/learnprogramming | post | r/learnprogramming | 2025-04-23 | Z0FBQUFBQm9DbVhRdEN4d0h6WjhTSk1pckQ2UjhqRVBVb0VseHN2NHkzZktRWnFXUzVXRkk2ZHVxUjVaaTJoTElWUGY1d1dYWXJRZjFUVUJrWVhiSFRFWU1aYk1pSnhBSHBtMWRnOGo3YnpmMlVFbmR3S0RkSFU9 | Z0FBQUFBQm9DbVhSMWNKV0p1cGwySkI5MmtWTDg1ZDYxWExUOTZZZjZmRjdGbnR3cHVMbkhUUWFnejN0eWFoOXNJczFPMGJqSmNnNndDaFRRVWpTb3hrZkhKY1VLS3lYN0UxRkJqcDdkZ09KUHk5YnRJUkQ3SV9tQUJER2FuSE80bktzbUpwNzU1M2FaQVM3SDUxdTgwOHhCeXpiejNhSE9BeWZKV0pCRzRlUE9EdUtjNlZpUXc4PQ== |
[xmrbazaar.com](http://xmrbazaar.com) and [moneromarket.io](http://moneromarket.io), for darknet stuff, check dread. | r/monero | comment | r/Monero | 2025-04-23 | Z0FBQUFBQm9DbVhRVi1iTVg5MzJlOElYZEdsX244Sl9SX2xCbEp3OFd4R1VNSk5uWDVFOTRGbGRJaU9kT0VlYTZTa2Y3XzN6RWUzdVJ2LUQ0UklrOGpINVRvY1AyMjNBcGc9PQ== | Z0FBQUFBQm9DbVhSQkhnWXlndlpQZDEwbzJnQVBLWHJtaUJHYWhpV0pVV0QtTnBRNm50R2hmNHkwYkRBNFU5MkliRVV3czUzUzRMN19RZmU5aVljaTExSUpkZUNyQ1RDS1l1QkhsbHV6MmE0WENKZm9iTlhlR2ZYT3hldlVJVWVIOFY5Q25sZk5KeklLMXVEeDJmYVg2MGZ1Vk9SWnktaWR3Z0xSbU5mS28yTDFyNzR6UXEzZlRZaXJfNlNCZF8tOFRaU1pKMWgyakg0 |
I have been a sysadmin for about 5 years. Currently i mostly do Windows and some linux administration, lots of vsphere admin, troubleshooting, deployments, some SDN stuff.
I want to break into a higher tier i.e. Architecture, but I really don't want to become a manager. I would rather learn hard skills to get deeper into technical deployments i.e. cloud architecture, some cyber security, etc.
Is a masters degree worth it? If so, what are the best programs? I have seen some folks suggest OMSCS but that seems more like computer science and less so IT/infrastructure/devops deployment stuff. | r/cscareerquestions | post | r/cscareerquestions | 2025-04-23 | Z0FBQUFBQm9DbVhRam5NTzhoWXA2MFZzOUJQMlF1eWpKMmg5SWRacnpCN3JsZUVEVktpeFBtU1l5VktfZXZzTm9XSjZoZ1k2NHNmazlndlBnaFA1QWgwUlAxY01aSUE0TVBWRkVCenBGWE1rMzNyVXJ3bTF0Njg9 | Z0FBQUFBQm9DbVhSWlUzaWJnb1VuZG9Mem5fOVc3YXBpcG40OUprNzhpVXM3VG43NFN0d0o3aXNPVmxTaFRENEtLYTJLMXM3WUlYSFJZNm1uNkhrQmNBLTNQMS1iUC1fdmJfRnhjdlJfbGNkUkFkYkRDQWdvOGJjSm96N1l1SG4wQnRjZ044S3ZNUEFLb1g4QkVGMDZUalBJUk12Y2x2U3ZaVzBGUThZdURjb1JLX1l1UHhwdzVYaE95c1VnV1NXa0VWc0FnNkdhUXZGVEdXRThxZVNubFlKUXdxSWdqbzVOUT09 |
The men’s competition will have two new teams in 2025 with the additions of UG Titans and Dragons, making it a six-team 13s Championship
[https://www.voice-online.co.uk/sport/2025/04/23/ghana-rugby-league-launch-new-season/](https://www.voice-online.co.uk/sport/2025/04/23/ghana-rugby-league-launch-new-season/)
I will be surprised if Ghana doesn't get the remaining priority spot for funding support | r/rugbyleague | post | r/rugbyleague | 2025-04-23 | Z0FBQUFBQm9DbVhRTnR3aEdMVzdwWXpBOXUxQ25uV1F6R2lFMW9jSnFsNzZXNE00bDJyc2lzWGJFQ2x3dGxiTzU5NnhMa25VbzRXOVVGeEpqMzFrV3d6c1RoRUtHMzE5Y3c9PQ== | Z0FBQUFBQm9DbVhSQ0hoTWk4ZThzSUUxYWJGM05nYmswRWNuYl9MUDNjLWxEQnZraHJWWjFqMkNpc3NCMzU0N3JVLU1OUzdqNlRaVFNETkNITFI2OGkwbkY0czhhbXZBRnI5Tm5mMlFFV0JWV1hqUm81RFc3ZWVqUHhEQm5aRldPNDE3SDdpWW1Cdnk5THg5d3lhb1ZTWkJjc2FCQ0d2bE9XUDZqLWFhWXdNTjdnNHNKc2dMdUQwa0M5bWJvamRfRVFxZlJIeHBNUlI0 |
I'm chilling with both, thank you very much. | r/bittensor_ | comment | r/bittensor_ | 2025-04-23 | Z0FBQUFBQm9DbVhRVDlrTWxTU2ZId3JYd0dGLTVIUzY1dXFhN05ueXdIbHV6dHp0TUs4ZjBadGZiYzRTMmxFb0xDSDlGTGtvV1dheUF2c2dKRl8xbzF5UURzY2p2T21wU2c9PQ== | Z0FBQUFBQm9DbVhSZ094WVk0UUR5SEU3aW92dm1FdFNXeEZZeEdyNFpLQUZvYnczQi1fX3hkVWFXSlRJQ0c5U0xXa3JzUWszMndvNWxLMTQ3bW5RamJ5OFJlazZ3dHBOM3htbUxEa2pka2hLOUE0N0lLWWFxcHNscF85Ympjc3hQVXM1U3BWY0lZRk1NRXFxdEd6OUZzNFU5bDJtM3hfUTFWTk05M2FNVEY5VjRTM2Z0YjZGUlpYUzBmdUlnZWg1WXV2OF9SSlpMNFhHZ0c2Mk9UQ2V3bFVITnN5eEpIOGtGQT09 |
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