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President Donald Trump entered his new 2025 term vowing to shrink the federal government, slashing what he calls wasteful bureaucracy. In practice, his administration has enacted mass layoffs of federal employees, proposed closing or gutting entire agencies (and in some cases effectively already has), issued a flurry of executive orders to reshape policy, and even clashed with courts and watchdogs overseeing his actions. Do these moves represent a legitimate downsizing of government, or a power grab reallocating authority to the White House? Can it be both? | r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-03-29 | Z0FBQUFBQm9DbVhRUFdmeGlUeGZ6LVdscU9kMTYxbkhvcjJmSGdxNWlDVktjRHQ0RFY5OTJUMlhEckpwVmdUYy05RVpkSjhmbG95NlpYSS1CNGQzU1VIWkpla3RsUTN6eGc9PQ== | Z0FBQUFBQm9DbVhRN1RKMDFLWnZadVdjVmdFbmFwYlJpUDE5cVF2Q01lUnludVBwWVJtNlhsLVZuakh6U3VTY2Njb2hQMzlLWklFbE5UcWxkT2k3MjF4S2hyREN1M2ZyOE5iMXZtc0FTem02cjQ4RDZ2NkVnVUhtU0VRMncyZjhWY0M1TVduUkJpTm41MXI3bW8tU1RuWjhZZDgxa1RJTkFnanZ2c29GN1BZbFV1eVJpZU1qeUtfcjdCMTI2SUhDcG81MHo3cllwTF9INGxWYk5LQzJwVGJfTmFYYzVIWEF2Zz09 |
Me and my online partner spend much time on call, rejoining tbe call if one of our Internets die. Any alternatives we could use? She's easy, but im a snob and I've been enjoying sorta just accidentally? Switching to FOSS and after some recent annoyances with meet, I'm open to alternatives XD
Both me and my partner are fairly tech savvy, MUST be able to be used on android. Self hosted would be... neat? | r/opensource | post | r/opensource | 2025-03-29 | Z0FBQUFBQm9DbVhRRm5nX0h5UGJrdGZOVFJ1d29Yc0I2a2x6S25FdVhUZFF6YW9hQmdBM1NlVHBySm5wY3Y2T25NNG1MOEdRTDdiTElMNXJKVjFfSzk0RDNjRXpjb2dGWkE9PQ== | Z0FBQUFBQm9DbVhRWV9nWTRqVzNsM2RBQjA0Vzk2QzBVcmdjeVJ0Rkxnc3lmMWhhajZXMkt2a01Id184TUN6RWRBRkJERTU3WDRWNXliTGRLMlpmN1doMHRaT2NQMlhjOWpPTEZ2UURpRi1tSlhVZFE5UklQSndKdGtvY3FuQ01MbDZmTVQ5M0JzNzNaaFc3TVFIb1JRaUZJRUV4ZUJCdDZPblBuUnhGaER0X19fQlU1WGhIQmhwTHBab2dPdTFuMldnYU9Sa1FtbHNIRm0yeG96aVJlaUxkRk9vV3hSTk5tdz09 |
I have an upcoming project to track the shuttlecock live and display scores, can someone help? PS: i am new to this computer vision field. I am using
https://github.com/qaz812345/TrackNetV3 | r/deeplearning | post | r/deeplearning | 2025-03-29 | Z0FBQUFBQm9DbVhRUzZIc3dyeVU2WlYyYl8tZF9jd3FWekQ2MjdtdmhBb3ZuTThmcW16WUs4ZzUwX2JXRUxPV0ZPLXp4aGl4NDFQbGI5bENZUkJkWXRPaWZXcmVZVXZLNWc9PQ== | Z0FBQUFBQm9DbVhRc0xjNGppVG1mbVhld1Z3U1hsRU5paWF3ZnNvRTNVME1xN0tEM0xiZFN0eS12TGt5MWxGYzZHalY2emxRbGRZa3RfX1ZybXBaTEdRVUZjYTBjcGlLX244RXdJREZnVVYzMzd6MExQTHluOXJPNmJVQ0VPVHBneW5aOTVRaVF2UVJPX2ZvMTZJVkY0UTdqdlYtR0VrcXBES0NvenhGdi11RGlJck9QbUtoSDVxUXN0aHRzazYxWndCRFdrdFd6YkRlVmowOEVSLTBXZ3ZSX29mbEZUZHA0QT09 |
Currently in a job I love and a company that has been amazing for 15 years. There is a high demand for my career field right now and the money is ridiculous, over double my current 6 figure job. It comes with full-time travel with a paid trip home every 3 weeks. I no children still at home and a strong marriage of 25 years. Our finances are on track for a great retirement around 60 but with the change we would be looking at retirement around 55 or younger. Has anyone made a similar decision and how did it work out for you? | r/careerguidance | post | r/careerguidance | 2025-03-29 | Z0FBQUFBQm9DbVhRYjJiMi1qaWxMYS05T0V2Wk93aDdFOEIyWnpUb1JoSUxkZWt1RUtJT3NRdlQ2Z29Cek0yMGowUHplOXBDVDJBSFVPTUxDbm9sZVpMS2V1OUVHTlJiMUE9PQ== | Z0FBQUFBQm9DbVhRa3Y1ckNoaURweW9xS0w1VjNDbGx5OFZZQW9XcGRGQ3o2b29kdkctNGVNRW1falJmbmI0dmYzbTFzLUMtY3RwamxHeWZnSWpnRWpmSXZlLUZhMDlxYXhld181dW8zNjZFdkNxSUZBOU9fWnFOekhZaFFBb2dtRE51Vm9qN2VobGp0RGhUMkZWQ3FnaFRtX2Y0VnppempuX2RQcGlzVkpDTzJ3WG93ZWt5cmhuV2t4UVBSVkg3dmdGek1JajJicGhMY3NjR1hKVE9FeDljaFg2Q1c2LWN3UT09 |
Its funny, i didnt need it to transact for the day so i set it to 50+ blocks with low fee and it just so happened to land on block #2!!! | r/btc | post | r/btc | 2025-03-29 | Z0FBQUFBQm9DbVhRcFdoby1BUUtnLWJWMDdadURQMHJVT1ZwRWYtMW9GVWRHWWtsMlVnUm96blFUcDU2bUY5QUpDMGdJSmhKeEVGalVDc2hDY25BbFprdW1Yb21ob2JZRlE9PQ== | Z0FBQUFBQm9DbVhRUUJERWxOSFZvcEtuZnl6MHZkQ0MxTktvUDI0ZUdUdW83S2s5N2dRdXgtZ3JPdGVuQjNPOUpienFkREJjTDYzSnNhd3lqVGRIa1A5UVd3T2NXbmhvX1U2UDNhTVRkLWNvRjV6TlBIbnFpa0xwZXd1SDhIZjUyVWlzQnFhMjQ4TW5HOG9BNktQSUVRYmEyVjdXaTR6RXYwckY4ejVuQU43YlIwMHVnejdZRURvVEp0c0pMZWRUUVdSNTlPaWtvUktoVmlXV2VWSzJMVlVlc2VTdENsbGxzQT09 |
My wife has spent years building her professional and leadership skills, positioning herself for her dream job. That role just opened up internally at her employer—she’s a very strong candidate, has full support from her boss, and it comes with a ~$70k pay bump; however, it requires about 50% travel.
And—we’re expecting our first child in a few months.
She’s incredibly capable, and I’ve told her I’ll support whatever she decides. We’re thrilled about the baby, but the timing has her feeling conflicted. She’ll decide by Monday whether to go for it. I know what she wants, and I think I know what she’ll choose—I just want to support her the best I can.
It feels like a Hollywood cliché—family vs. career—but here we are. I’d love to hear from other families, especially moms, who’ve faced similar decisions. | r/careerguidance | post | r/careerguidance | 2025-03-29 | Z0FBQUFBQm9DbVhRZHNOWm5FbXF5Tmw4cVVHNTdvb3NJWDhvbmVCNGZrTFVWSlZTNU5HTTVMU0tYWWtwdnJ6UlNYUi1JR1pLcE5Bc0VUa1FzQlBEX0JDMkhUamlvMFpsTWc9PQ== | Z0FBQUFBQm9DbVhRZ0JISi0wRWY1Y2E1bUpWMm42bWswSTRFLWNhOWxybER3MTJ2ZTA5c19oZVhoY3V1UkQ5TW1ZUzFyNDF0elo0d0IyTmw0RXBpQzdVNTdEQi1SWVd0S0kzRk1vMHBUQ1F4NzFWZmpJMEhFQ3plRTdlbHpiVW44c01CZ3F3dEF6cXhlWXhLTnpsaG5HWnc1OEo3SmQzOWlBVHlGNnlqQ0JSVWxGUzlfTzFWV3F4VjZyOUc3ajRZQjlfdE5xYnVQNnpManlrc3E2dHQzY1BkTkRUWDRxUjhtQT09 |
Quality, let's see how it goes! | r/filecoin | comment | r/filecoin | 2025-03-29 | Z0FBQUFBQm9DbVhRNWppdU05N2VVQ1RDdnlYZ1B2WGdYTUZuZTVwamVtVF9jN3ZZcEQ5V0k0ZFVHSlNXRHFRZDJrS2cxWTFkZ3k0U0ZJSjRNMzFKVFg3cTJBU2ZXZEY0SWc9PQ== | Z0FBQUFBQm9DbVhRbXBtakFsTThlbkNYbTZ0Sm81LWtIWnU3d3NIakdaWjh1ZjdsWEtoM3k3VzFoazNYQ3Rja2pVSGx0cl9HMjU1LXRkUTAyQnlJRVNZRkdwSEoxeHRtLTVYTTNEQy0wdm53aTVubWd6eUlHblVBUWUyTzRqVkNVYzZmSEtLZkUwRDd5RVBnaktPWWY2a2RJSFpUZ2ZzTEg5bHBsdHRoTXJnYzJ5ckQ0eTBJeXI2SXFJd3NYZnlSN1ZlbUYwT0Z0NXIxa2djOXZzeXlJcVc1YndTZHVRdGJ2QT09 |
Jerome Powell contemplating whether he’s got the stones to wield Volcker’s Hammer — forged in the fires of 1980s inflation, cooled in economic pain, and now dusted off to slap stagflation back into recession.
Meanwhile:
• Inflation’s still jacked.
• Growth is crawling.
• Consumers are broke and sad.
• Unemployment creepin’.
Raise rates? You tank the economy.
Lower rates? Inflation flashbangs your stonks.
JPow out here playing economic Jenga while holding a bazooka.
TLDR: Rates are cooked, economy’s cooked, and we’re all just YOLOing puts and calls on vibes. LFG.
| r/wallstreetbets | post | r/wallstreetbets | 2025-03-29 | Z0FBQUFBQm9DbVhRVXZWREctRGQ0cF9BbGFtLWNhVDVlaW1meWZHbWJoLVp3UTNzRjgtMUM2anpfLXljZl81UVdDTXpyZXUtMzlHTklvLW41VjI3R0JFVUdzd1JsZk11dEJCMmgyMEc0dy1JVWVodENpTzZwd0E9 | Z0FBQUFBQm9DbVhRMnRUN1lUMkVMMUppVzR5LUVHVXUxSUJqOVJxS1RnTWQxVVRsZXRPQnUwVlMtcl9reWNQWW9id2IzeUczTnVCVkZZSDlBcnJrMEZYNVVUUG01YjBKTE54cmJLWjR5ZGI2alZ1UU1lbnR0NlRHUVdOckl1aGxoS0Zlbk9ZTG9KUTUyNXd6VjFrbnZqQ0RMV1NtaktDRGRPNVhLX08tQnVneGt2bDFTWlBYXzdXdmJGeE1lTGFOdjJNeExnWU5udDdHaloyOFZERS1ycXJrRFA0NFVoaFNNUT09 |
Ball boy lifted it | r/rugbyunion | post | r/rugbyunion | 2025-03-29 | Z0FBQUFBQm9DbVhRemd3bWdpUzd3c092OGc4R3poc1R4M1FWQWJqd0o2V01LUXVNcWUwVnFZRnRYUkN4clMzQ0FaNHk2TkE1dFNjSGJoNzBGa3VDLTlGd2RwYnpIaVR4Vmc9PQ== | Z0FBQUFBQm9DbVhRTHJZUHVJSGVSa2dHd3RnaWNKdnFfZ0p2WElYY2ZPYzJCUXcwTFVQb0hjc3Mwd1dHSWozeUkyQzJmQk5SblVpZzhENGU5UjhUTi14NERncm81MzhhaU1xek5FSFJJQ1VaeXpDLUNLRmFZZWwyVFRFU3MxVmxiSHYyT0wxcDNfYXNkU3pmWDFSZS1lR2cwZi1Zc1paQ3FIb2dETlRFSGh3OXJrQ3RqTUVRekRQZll1aGVEU0xHNU1YRDhFYkZBUTNKSDh1b0FHM1huWmpjR2ozdmo3TmRHQT09 |
When I was learning regex I visualized an arrow, where \^ is the tip and the $ is the feathered end. Since they are used often with Regex maybe it will help someone else remember.
[https://imgur.com/a/xfNHoxs](https://imgur.com/a/xfNHoxs) | r/learnprogramming | post | r/learnprogramming | 2025-03-29 | Z0FBQUFBQm9DbVhRYUlfZmhLUVJwSDlMbkNBaUtmSGRXTmJTQ2dnMU5WTWlwdjl1bHo5aVNqSjRfb01IOHFyX0doUjl4cHBxanZwOWRBdy1CcGlxWkd0dU1BRHMyX0R5ZFE9PQ== | Z0FBQUFBQm9DbVhRWEkySXE4Zk9TZVNwNlloU2tvSXd5OWhfWi1RUGxIZlpNMDkwcVppMy1vWlR0aEV4RVNtbmY1NFZXY1Bsa2RaRUxMWl9vWTNIV01jaW9yNXpqWE1OWHZBSVVYazQwQ2FhWVJSTmtlYzFZRDNwVTdkUnZicjhOVmhwc3d4ZVZQQWFLNG5CcXV1bmpoemx6U3kxcW5PTS1aeEMzVHlKeUdQSkNyVFo1Ml9NQkJnPQ== |
Polkadot has once again made the Elite 8 of the Ultimate Crypto Tournament! This time with a 150-87 victory over BNB. But now, DOT must get past red hot and 2-time defending champion Hedera for a trip to the Final Four!
-“Games” are 2-day Twitter polls. The coin with more votesadvances. Single elimination.
-https://x.com/UltimateCrypto7. Only humans may vote, no bot chicanery allowed.
-Spread the word far and wide as we determine the ULTIMATECRYPTO for 2025.
Good luck! | r/polkadot | post | r/Polkadot | 2025-03-29 | Z0FBQUFBQm9DbVhRb3pUS3RZMjBuMkZiMzlkTGNZY3pxMWpNNDhJYzZxejZOV2gtd3FoamtrNFd0VXJpMkthV2hrR0NGSWlOU2xmMlFQVjVZYVMtdXRnUG5ZYWVfVVp4WUE9PQ== | Z0FBQUFBQm9DbVhRcWEzcDRaa1pNNXBkUExmeXVkT0tJUlVyN1dMeEo5Q1lUX1F2cW9pNEZVWmo1U21zRHc4R1Fja09UNm1Zck5VRmZxVnJ0QUkyQ0xRSVlQekN1YnBHYlloY2lLczRXRzJwRGFyRnR4bzFFS2tja3B2dzVmcUFwTFd1T0k3UnVoV0VlNE5oMWJSa3BIQVFmVUx2RlU1b1lKMDZYTzNqTGhIRVotOWNnbEJ1Z0NGS3YybnhNVi01NmxIbmJUcFJmSWI0OEVBM2RLcWduZ2ZSUzZEbm02cUp2UT09 |
Started a job at a new company. They’re are using Bluecat for their IPAM solution. License expires Tuesday and we want to migrate to solar winds. I saw a YouTube video on how to use the api and pull all the blocks, networks, and addresses in csv. Wondering if anyone has used Bluecat and if any way to pull this data with the addresses mapped to networks, and networks mapped to blocks? If not, I can write a python script to do this, but just wondering. Also addresses through the api only come thru that are in gateway and static state, missing broadcast and unallocated. | r/networking | post | r/networking | 2025-03-29 | Z0FBQUFBQm9DbVhRMWk0OEJlUDRBeFQ1MEVZMVVlVklJODl4OXZSYjhGcWxvLWFMbEltcWdqNU1kOWpoc3R3NTlmOVBvakNpN0wtSmdzLV92aGFEZGppZElxaFplVTlyaUE9PQ== | Z0FBQUFBQm9DbVhRbU9VWHQtcWZ4TUQtcmQ3dWZmTlN1bzhYZnpPZllyZVRLN05LUmlwemtlMjVWcS1jZ0M5TnVIdHI4Tld2TjRIRXdLc1gzZlplQXZNdXdpc1NmbHVqSkJENTBEeHVvRF8zYlFpX2gzUW1Md0c4anNxWVU1dk0zLWZNS09RTVpfZGMtd2wtODNIQ3pLb3MzQmdWOXRFOFF3PT0= |
Should I switch my main wallet to a polyseed one ? Are there any advantages compared to the old type of wallet ?
*Edit title to the polyseed type of wallet*
sorry | r/monero | post | r/Monero | 2025-03-29 | Z0FBQUFBQm9DbVhROUFKeDdldmhsb2RIMHB0ZG0zUEdDWmJoazhVdnVZdUxHNjVUZUdxd2psVHpVbkJCbjRjYjZuaTdOTUtOWEljd0N2NXRWLW9vbHNjeUY4YU9qQVBJVXc9PQ== | Z0FBQUFBQm9DbVhRdXN1R25nVGU5Y1VoOWZEN0hhUXJhOU1RczZXSm5QU1lEM29McEdCMTc3UW1naDRxR24xZ1VxeFZaS0tTLTZhYUlpZUhaMzZJV0RJemhqMlJzeXZ4bHpBZ2dGYmEwWlB3RHNxU1h2NnhlOTJHXzBaZDVOX0h2aFdWQTFCd01IN1ROX2dJYi1xOGt1VFg4bWR1R0NnVHFtV0daZTRSN2YwMElMTzBGWTdudEg5M1lzV0tpZ1lLLTBuUmZfS2NBQ1Zu |
I am trying to bring up a 100G link from an Arista 7280CR3 to an FS [S5860](https://www.fs.com/uk/products/186775.html)switch, which has 4 × 25G ports, and am struggling with all ports reporting *notconnect.* The cable I'm using is [this AOC](https://www.fs.com/products/70454.html?attribute=13600&id=2022622), with the 5 transceivers appropriately coded using FS.com's programming box.
(this question is very similar to [this one](https://www.reddit.com/r/networking/comments/1eo3vxd/breakout_100g_to_4x25g_on_arista_no_link/) but now involving an FS switch)
I'm miles from Ashburn so I can't check the cabling easily other than via remote hands. But I've got two FS switches and two breakout cables going back to this Arista, both behaving the same.
I've not bothered with trying to combine the ports yet, I just want to see the link layer come up!
The Arista is configured like this:
!
interface Ethernet8/1
speed forced 25gfull
!
interface Ethernet8/2
speed forced 25gfull
!
interface Ethernet8/3
speed forced 25gfull
!
interface Ethernet8/4
speed forced 25gfull
!
the current state is:
```
#sh int eth8/1
Ethernet8/1 is down, line protocol is down (notconnect)
Hardware is Ethernet, address is 688b.f498.d862 (bia 688b.f498.d862)
Ethernet MTU 10218 bytes, Ethernet MRU 10240 bytes, BW 25000000 kbit
Full-duplex, 25Gb/s, auto negotiation: off, uni-link: disabled
Down 5 days, 21 hours, 36 minutes, 58 seconds
Loopback Mode : None
3 link status changes since last clear
Last clearing of "show interface" counters 5 days, 21:39:53 ago
5 minutes input rate 0 bps (0.0% with framing overhead), 0 packets/sec
5 minutes output rate 0 bps (0.0% with framing overhead), 0 packets/sec
0 packets input, 0 bytes
Received 0 broadcasts, 0 multicast
0 runts, 0 giants
0 input errors, 0 CRC, 0 alignment, 0 symbol, 0 input discards
0 PAUSE input
0 packets output, 0 bytes
Sent 0 broadcasts, 0 multicast
0 output errors, 0 collisions
0 late collision, 0 deferred, 0 output discards
0 PAUSE output
```
and the FS switches have no interface-specific configuration, as in:
```
interface TFGigabitEthernet 0/49
!
interface TFGigabitEthernet 0/50
!
interface TFGigabitEthernet 0/51
!
interface TFGigabitEthernet 0/52
!
```
and their interfaces look like:
```
FS#sh int tfg0/49
Index(dec):49 (hex):31
TFGigabitEthernet 0/49 is DOWN , line protocol is DOWN
Hardware is TFGigabitEthernet, address is 649d.99d9.8da7 (bia 649d.99d9.8da7)
Interface address is: no ip address
Interface IPv6 address is:
No IPv6 address
MTU 1500 bytes, BW 25000000 Kbit
Encapsulation protocol is Ethernet-II, loopback not set
Keepalive interval is 10 sec , set
Carrier delay is 2 sec
Ethernet attributes:
Last link state change time: 2025-03-29 08:02:34
Time duration since last link state change: 0 days, 22 hours, 15 minutes, 15 seconds
Priority is 0
Medium-type is Fiber
Admin duplex mode is AUTO, oper duplex is Unknown
Admin speed is 25G, oper speed is Unknown
Flow control admin status is OFF, flow control oper status is Unknown
Admin negotiation mode is OFF, oper negotiation state is Unknown
Storm Control: Broadcast is OFF, Multicast is OFF, Unicast is OFF
Admin FEC mode is auto, oper FEC mode is rs
Bridge attributes:
Port-type: access
Vlan id: 1
Rxload is 0/255, Txload is 0/255
Input peak rate: 0 bits/sec, at 2025-03-21 06:03:52
Output peak rate: 0 bits/sec, at 2025-03-21 06:03:52
```
The hardware is detected on the Arista side:
```
#show interfaces transceiver hardware
...
Name: Ethernet8/1
Media type: 100GBASE-AR4
Module presence: detected
Maximum module power (W): 3.5
Maximum slot power (W): 5.5
Wavelength (nm): 850.0
Name: Ethernet8/2
Media type: 100GBASE-AR4
Module presence: detected
Maximum module power (W): 3.5
Maximum slot power (W): 5.5
Wavelength (nm): 850.0
Name: Ethernet8/3
Media type: 100GBASE-AR4
Module presence: detected
Maximum module power (W): 3.5
Maximum slot power (W): 5.5
Wavelength (nm): 850.0
Name: Ethernet8/4
Media type: 100GBASE-AR4
Module presence: detected
Maximum module power (W): 3.5
Maximum slot power (W): 5.5
Wavelength (nm): 850.0
```
and on the FS side:
```
#sh interfaces transceiver
========Interface TFGigabitEthernet 0/49========
Transceiver Type : 25G-Activecable-SFP28
Connector Type : No separable connector
Mode : Multimode
Wavelength(nm) : NA
Transfer Distance :
Cable
-- 10m
Digital Diagnostic Monitoring : NO
Vendor Serial Number : C2410427369-4
Current diagnostic parameters:
This module doesn't support DDM!
Transceiver current alarm information:
This module doesn't support getting alarm!
========Interface TFGigabitEthernet 0/50========
Transceiver Type : 25G-Activecable-SFP28
Connector Type : No separable connector
Mode : Multimode
Wavelength(nm) : NA
Transfer Distance :
Cable
-- 10m
Digital Diagnostic Monitoring : NO
Vendor Serial Number : C2410427369-1
Current diagnostic parameters:
This module doesn't support DDM!
Transceiver current alarm information:
This module doesn't support getting alarm!
========Interface TFGigabitEthernet 0/51========
Transceiver Type : 25G-Activecable-SFP28
Connector Type : No separable connector
Mode : Multimode
Wavelength(nm) : NA
Transfer Distance :
Cable
-- 10m
Digital Diagnostic Monitoring : NO
Vendor Serial Number : C2410427369-3
Current diagnostic parameters:
This module doesn't support DDM!
Transceiver current alarm information:
This module doesn't support getting alarm!
========Interface TFGigabitEthernet 0/52========
Transceiver Type : 25G-Activecable-SFP28
Connector Type : No separable connector
Mode : Multimode
Wavelength(nm) : NA
Transfer Distance :
Cable
-- 10m
Digital Diagnostic Monitoring : NO
Vendor Serial Number : C2410427369-2
Current diagnostic parameters:
This module doesn't support DDM!
Transceiver current alarm information:
This module doesn't support getting alarm!
```
I've setting the `error-correction` / `fec modes` explicitly to reed-solomon, and I've tried turning it off altogether.
I've tried forcing the `duplex` on the FS side.
I've tried turning off `flowcontrol` on both sides.
Can anyone steer me towards diagnostics that I might have missed, link parameters that I've forgotten about, or just mutter darkly about the likelihood of this cross-vendor link ever working?
Thanks in advance! | r/networking | post | r/networking | 2025-03-29 | Z0FBQUFBQm9DbVhRWHBkLXpkUmhESDVkTE1ZWUlZQS14Z2ZxdWNQTVgyMDNmZk9CYU42VXJKZV82eklmTFROdTE0QUNacmlRd3I4QmNGZmlib2w1Um5NT0ZQRE5sdUh3elE9PQ== | Z0FBQUFBQm9DbVhRUHQ1cE4ybml0bnJwS0V6bFpKOHpDVVdXcHZNYV9lUXVZUS1mX1FwV0xmX2NYc0I0dENTcmdSOFZjRW8wRUwtdnRYblNJY2VSTElKNGdIS0VzZnlsckQwODJOM21sbDFtWktOY0ZWS01zbUw5UGNSX1hJa081X0x1NTctSjZ2UHF5LWJIY1lzSTVwWDJwRUMyTThtdWoyaFBPaE5RX2NmdHU3WVJDVW9EakF3cWRUOFZvdTlDR3ZwWDNCcHpWN25obGNPV184Wk9JSHVON3UydExuam01dz09 |
I had an interview today with Nimbyx, and it was hands down the most unprofessional experience I’ve ever had. If you’re considering applying to Nimbyx, read this first—you might save yourself from a toxic work culture.
The CTO of Nimbyx was the one interviewing me, and from the start, the whole thing felt off.
After introductions, she asked me to “tell her about myself.” Pretty standard, right? Well, as I was answering, she gave me this annoyed, almost hostile look. Before I could even finish, she cut me off mid-sentence and demanded that I answer in a specific way.
I tried to continue, but she kept interrupting me over and over again. At one point, she straight-up told me how I should be speaking, giving me an example like I was a child. I finally had enough and told her that I felt uncomfortable and that she needed to chill.
Her response? She doubled down and said that if I “couldn’t take it,” I wouldn’t survive at Nimbyx because their culture is all about brutal honesty. But let’s be real—this wasn’t brutal honesty, it was just rude and unprofessional. Then, as if that wasn’t enough, she randomly complained about how she had to wake up early and come to the Nimbyx office on a Saturday for this interview… and then told me that I was wasting her time.
At that point, I was done. I told her “that’s fine” and walked out. But get this—while I was in the elevator, she actually shouted that there was something wrong with my head. Seriously??
Why You Should Avoid Nimbyx
This experience was a huge red flag for me, and I’m so glad I didn’t waste more time with Nimbyx. If their CTO behaves this way during an interview, imagine how bad it must be working there. If you’re considering applying to Nimbyx, think twice—because no job is worth this level of disrespect.
Honestly, I’m relieved this happened because I saved myself from what was clearly a toxic work environment, not to mention the stress and insane traffic in BGC.
Has anyone else had a bad experience with Nimbyx? I’d love to hear about it. | r/cscareerquestions | post | r/cscareerquestions | 2025-03-29 | Z0FBQUFBQm9DbVhRdERMSG5EcUdXa1VONjExZlNBT3VsbXo5RGpLUTY5TFdiNjBqUG9kblJBRkItRXozYlAzejh6RDgwVW5aOG5jVzk0aDllZmNMNlRXYm1pVEY5QUs1V0E9PQ== | Z0FBQUFBQm9DbVhRQnUwR3E2WEMwdnhha3FMSUZIU1pfRExqX2dNS19UTjloNTRQdk9GaXpZU1RhcUdkN0hTRmZPQkZVdjlOQnNfMGhSZEljRjZOdVFRN09aV01WWmpEcy1Ka2tiQzF0bVVCbmtvQ2JabHl5dTJ6OWd0bDFzS3ZkSkRJOU9KVVVhV04xMWhpRm9Kek1pZlg1WVhSVVpORDdCUnF6cTJ1LUk5cThNM1dPczMyUWFpaHVHdEM0RVJjMDhieHRud0dGdVdaT1FOSlRDbGpZYThhMzBVQnNmSDdNdz09 |
From his X post (https://x.com/karpathy/status/1905051558783418370):
The reality of building web apps in 2025 is that it's a bit like assembling IKEA furniture. There's no "full-stack" product with batteries included, you have to piece together and configure many individual services:
- frontend / backend (e.g. React, Next.js, APIs)
- hosting (cdn, https, domains, autoscaling)
- database
- authentication (custom, social logins)
- blob storage (file uploads, urls, cdn-backed)
- email
- payments
- background jobs
- analytics
- monitoring
- dev tools (CI/CD, staging)
- secrets
- ...
I'm relatively new to modern web dev and find the above a bit overwhelming, e.g. I'm embarrassed to share it took me ~3 hours the other day to create and configure a supabase with a vercel app and resolve a few errors. The second you stray just slightly from the "getting started" tutorial in the docs you're suddenly in the wilderness. It's not even code, it's... configurations, plumbing, orchestration, workflows, best practices. A lot of glory will go to whoever figures out how to make it accessible and "just work" out of the box, for both humans and, increasingly and especially, AIs.
| r/cscareerquestions | post | r/cscareerquestions | 2025-03-29 | Z0FBQUFBQm9DbVhRY0V2clFMNjJUUmcxZGU2aUxqVm1MMGNFNXdCaUltaWhOU3FjUFdSeUlNcUV4MDJKeDBIYmdvMlp2U1duZVZpaHVTVWxGSk9BWnFYTlZHZGU1NURTSnc9PQ== | Z0FBQUFBQm9DbVhRSHYtTTE0U0RSUjhGeXJiWUtzcTZ3VDVvUGpieTVnNlR3bmg4UE4wdVVYSmo2RjVVMWdEVW1KTnBRVVlsdnEwT2xXcTFlRkZqTGJiYXpQQ2ptaFBaS0syTDBwMzJ5a1FZSnNOaDRoWGJYMWVybmFmX0hUUlRCc1dNQndtdExlZk1pdVM4T3VTaW5HYmxuNkctVkRfeGxOc3M2WExhS01ONGNMSG5wdDU5STlHUTZ5TTNCMmFocjQzVWludC1jTlhrX2NwT2NxMkt4NlloczREU2hLNERTUT09 |
It saddens me deeply what AI is doing to tech companies.
For context i’ve been a developer for 11 years and i’ve worked with countless people on so many projects. The tech has always been changing but this time it simply feels like the show is over.
Building websites used to feel like making art. Now it’s all about how quick we can turn over a project and it’s losing all its colors and identity. I feel like im simply watching a robot make everything and that’s ruining the process of creativity and collaboration for me.
Feels like i’m the only one seeing it like this cause I see so much hype around AI.
What do you guys think?
| r/webdev | post | r/webdev | 2025-03-29 | Z0FBQUFBQm9DbVhRTXJ4WmxOOWZBWmJvcVJrbmh3UmxQV0VUTi14WW9yQ3FJNUgyVGhNV1ZSSWVqU3VsYXM0Yy00MlVoQWIwTEtYb3IwRlVqRkphcE9sQjRCSU5wZVVjd0E9PQ== | Z0FBQUFBQm9DbVhRSGR3V2pJVlAyT0Fyd3dQWEV1aTZMdWpEczVYZ3pWVlpKX3kxN2p1a3FocU9vZER6RVdsa1lZcTdYY2R2UWZOY29xT1VVclNpdGVmUjAxNWdNLWtMc1hNMEwtVmVudWtYUGFOaHdYdlVsOWt2RWp3dW1OWE5ZODVnSFV6Y0hNOWgzV3BCVkZqaVBGVGZ3azU2WTlFNER3VHhKZWJjQ0UxY3ZPWVduVy0yQno4PQ== |
At this point are Google and Meta engineers actually coming in every day of the week that's required? What about at other big tech but non-faang companies | r/cscareerquestions | post | r/cscareerquestions | 2025-03-29 | Z0FBQUFBQm9DbVhRRVQtb00zcHg1Q1ZRYnJJQ2piMGhwV05sU1BWVEc0cjN1eGRocE40WGMtSDNXWVZSemdYdlZoYTg3Z1k0V0ZCemZYNE5Lb3hLS0dBTlpBZDVmYi1iMEE9PQ== | Z0FBQUFBQm9DbVhRakpUc2hSamVQQXVNdFl1b3ByS1hZNUUwNFljU2c4TDkxWXBIRVhDdnFsX2UtLUNKSHl4WXJMUGNHblNIVnNPM29OeERHUjhmNlZEX2NsM2JvSEpPTGlxckw1c2Rhc3RtdE9ORV9Gck5RVzh4bDdiYnBDR2pPWlhGZkZ6X0REUXFuZTZYM2daRV9MU3V2OEtDUWFlenJVOFlSOGRpcHhjU0FQdnpJTUxEaWhJbW9rQkttLVVZYWQxSlJxUGpQX2VC |
Are we cooked? | r/ethtrader | post | r/ethtrader | 2025-03-30 | Z0FBQUFBQm9DbVhRM0xnM3RlOS01U01FbVNQbVFjR0JXQlQ0SlBTVENNVlIxdkZxNWxxVHgxMUYzbUJWSUdEV0huM3dUTURMT0VZNWprZXZQcm10d09xRG1fbVNITGJDV1gxd2RZOUprSlp0ZVhOZmVfbXk2VU09 | Z0FBQUFBQm9DbVhRU0Q1X3pGUW1MN2oxQWFJSkl0aFJNdXBYQW1tUFRHa0lFUzFnN2JqbXl2SWtyd2M0Z3RzWXZmbW5JQnk4cHRiazNrb3o3ZklxTGVtbVcyQW1HU09tZ21ZcUJXc3dXVFRhalpFNVM1eFVSYnRkMkstTEpsdTByaWZPSG00WE1VbWxrWl9rak00emk4Y044QU05VlhXSjJaZVc0cnFkbWo4YXlkdk93Z25QWEdOLWE1UjhJSnhOZ2ZuS3F2MkIxTVg4 |
**March 29, 1961:** On this day, the Twenty-third amendment to the Constitution was ratified which gave American citizens who reside in Washington, D.C. the right to vote in presidential elections. However, it did not give them equal voting rights because it stated that D.C. cannot have more presidential electoral votes than any other state. Therefore, despite DC having more residents than Wyoming and Vermont, it has the same number of presidential electoral votes.
Furthermore, citizens who are residents of DC cannot elect voting members to Congress.
Should Washington D.C. Have The Same Voting Rights As the 50 States? | r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-03-30 | Z0FBQUFBQm9DbVhRaEFQVkhObl9yN1ZNeEI1b0xNQjZNcXBROFRwVFpXamV2SWlzVjVBalRQQmcyS3puVy1jQVFtYVluaU1Odmdhc2RxbFpYMlotY2MyaDExM1R3cGRMdHc9PQ== | Z0FBQUFBQm9DbVhRSHhHcGRsOTFjYkxsOVY5WnVGY3NvalZ5ZTctbkhYMnNMQ2lDa0hpS3ZKNkJNRF9VZHBpS3B5dURjVmV0d1pmd2JEdk1ib3g5QU9hVmFLOU5Jc2RPZ2xFNGZPMFhpXzE1UmRRVzV5YXoxLWpZRjhmSlcxV3FlRHp1V3cxdXZ2V3hydHJqYUdSdnRYbjljTjI1MlFZZC1Nb1VXQlI3QWVnZG81dVpDc1pCUVRRcTBFXzRqYmNTWDJ0NFlNaGVJMTBxR2dyNjRWSFBjck90UWRadHNXZmJLUT09 |
Since the Google civics API is shutting down and I used it for my representative finder website I needed a different solution. It probably isn’t the best code wise since it uses PHP but I’m not a programmer myself so I made a simple to execute solution. I uploaded a stripped CSS file so it is a good CSS building block but I uploaded all the data files I have so far and the PHO code, I figured I’d open source the data and the PHP code itself to help others in a world without the Google civics API as I know that will shut down a lot of representative lookup tools. | r/opensource | post | r/opensource | 2025-03-30 | Z0FBQUFBQm9DbVhRWFBKcVU3cE9nU0tRYUY3NlBjVG5RdExnZmczUG1hSng0MUNkSDlyMVgzYXZDTDVQZHRuQXJCaHYzTXJqT053dUhSeldWbmczR0gyVTlXSGdKcjI2dEE9PQ== | Z0FBQUFBQm9DbVhRR0FEcDl4TXN4LU1tYnlKaktqdUFOdlRVU3BIeExYaGpFUDVzTF93RFNjMDFoemZwc2dRNUdxRm1OYk94bHNudzByQzR6czVDc3R6ZUNfV0FGV0hOanlDR0FzQ0ZzOTVaamtHNVhPWDMxYmEzaG5WMHZjS0pQRnZ0ckd2SlhRLVE0YkRoMnVmby0teXhMY1JHdXFBN3RHQXoyZXpKY3FmZEFlSEZfVy1HNlkyaDIybWQwb1BCYTI2SWhkTzJIZ19u |
[https://dropshipdb.frctl.lol/](https://dropshipdb.frctl.lol/)
I've started off the DB with 20 products on my own and I'm spreading it around to see if others will help. If y'all can, that would be amazing! | r/webdev | post | r/webdev | 2025-03-30 | Z0FBQUFBQm9DbVhRcF82NHVIdUcta01Iak9SWDVBc0EyOWx4ZnhiZVFPNHYyd21DY2Y5ajdDYjRXUkg0YWNmR0w4T2NRSUMxUWprcEVUaUxubHFRZ295VzlCSVFQcnpIVWc9PQ== | Z0FBQUFBQm9DbVhRUTRRZzN0NDdNY3VtMjNwV0RQUWJZcGxGMEJ5UzlRNGVFYU53Y1ZXeTM2cm1Dbk5YR1NJeU1pa01mdmFqd3BIY3JjWE0yTnZzZFZGMDNXNDJjN0RhREVib1A3YmVZNlhpMVBEcVBVUFA2WnVrLVh0elpzZFJLOGhyZWJpMUlpai1nRm9WYmxQOS1uY0plVDByNFNvVXZyZ29yc19FSVVTVlEwMWJpQ3VmdzRNTGtObEMyNXlONDc2OEVfd08xdS1fSXNicFRHc3RSc2dTWkJ0STZKeTY3UT09 |
https://x.com/jacksonhinklle/status/1905839836059357479 | r/wayofthebern | post | r/WayOfTheBern | 2025-03-30 | Z0FBQUFBQm9DbVhRdEtrMTV5bnNSNHlnajJBWjVSMy00T2NIc2dmdmpkNzJreGdTSy1iVDVJa3BXUjJUcGxaYlQ4RE0wcE1IdUx2aTNBYXdIUWJpNy0xU1VmX3pEd1JidEE9PQ== | Z0FBQUFBQm9DbVhRSkc3c0tvMTEzSW9sQWYxMk9XMzhNbE1iOGxGYjNCd01jMDVLMVFvbnpwNXNaaEtCUjRoTnhNdnd5TUEwVE5WWXd0cmcwc1IweEFEVUZOd1dzdUtUM2dSbXZJOGdQYlBYOVNBa1RZSnNIQll4QVA1QlBoelVBSk9uN3BqZVl6ZzBWTTBaWkNWc1UtdzFCSzYwZW95WkF1dDFxWHA4eUFQeHFpcHdoYUNwRGhjUnd3UnFBVjkza3NtX2JnVVlNbTFaRDE1UTQzSUxESy1mNkVhekh1T3p0UT09 |
Louisiana tonight told their Republican Governor where he could stick it! Wonderful news after PA last week. We got to keep showing up to vote.
Don't stop, next week is Wisconsin!!!
If this can happen in Louisiana, it can happen anywhere! Also, this means they didn't just vote down party lines & the cracks are happening.
https://lailluminator.com/2025/03/29/louisiana-amendments-3/ | r/liberal | post | r/Liberal | 2025-03-30 | Z0FBQUFBQm9DbVhRckREeGlHem1RemNmbV9ReDFLOVc5Uk80My16VzEwVzJmcE0zSUU0dkpsMVNqbmdjcUVQT21zMFpmWFkxNzBSTzlXcXFsYWxhdDdKSlRhTTQ4aVJVOGc9PQ== | Z0FBQUFBQm9DbVhROFBZT1VIbXdSZEpINTV5SU53QmxWRkpsNG5vTGstQlE0U1gxTDJ5REJMRV9LaEMwME9yaERjOFRzVDcweGZzOEpuZFNEV2lfOHppYXFpRzRxZzVCNTBSMFM5VUJuaVhWY0NtWXdoNW5fUFNnbl9iVEFObkMzb1dMYzNTbURoMTM1SWxFcWNHQW14UE5TaUtVRzJYTWt4NktLVjlGZ1Z4Rkt3dW5Kd2FPaXY1VkIxNEpXVmZjQ295VXlDNjlWR25m |
I got my first IT job 3 weeks ago and I was really excited because I worked very hard for it but that excitement has since simmered. I don’t enjoy the work culture and it’s clear there is little to no growth here. I am learning but everyday is something arbitrary different and the department seems to be in utter chaos where no one knows what’s going on and things are changing on a daily basis. 3 weeks in and I don’t know what my primary responsibility are lol. I’ve been looking for what else is still out there and I have found promising prospects. Would it be wrong of me to apply to these positions and if offered the position to leave after such short employment?
Edit: Wow I didn’t expect this much traction and a lot of mixed opinions. I have decided to stick it out for a few reasons which I’ll list below.
1-This company took a chance on me I can at least reciprocate that
2-Even though it’s chaos I am learning
3-Someone commented that I have an opportunity to make an impact here and that’s exactly what I intend on doing. | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-30 | Z0FBQUFBQm9DbVhRWTRqdnNybk5QYjBPaUgxSFdrd0VDSjFnenJiU0tlU2g2cHNyMkRtcHNhakxjaldha2xTYXYzdm1sMGpFTXg5V05oVmNMQjBBZ2dyZzlMLVdPSVBIaUE9PQ== | Z0FBQUFBQm9DbVhRbkIxNmhrZ25FSmZsWmdBUnZuLTNzSDUyYnAxQ19SNEhhY0xWRDdGMEw5b3lKbm5vcno2Sy1KZlhvMklsY29TOHJrbGMyNGdGX2NWMkdMVHBMSy1XbGlqTEZqX2w0dTFvckRuVnVjRkhmNHM5dkR0MVVlV2tld01MNnBaSkVsOWozQ0FuX1BjemVLV05ZUHdHVnlFMmdYd0IxbTNwMEhmUnE2UHpnSzZ2M2pFREhyTzNVY2xmTE80UTFZQ0pmMVZtR0ZqUkV0OVdiMEcyc1J3a1lpeGRMUT09 |
I've seen how helpful this community is, so I believe you’re the best people to give me a definitive answer. I'm looking for a GPU cloud rental that runs on Windows, allowing me to install my own 3D software for rendering. Most services I found only support Linux (like Vast.ai), while those specifically tailored for 3D software (with preinstalled programs) are quite expensive.
After extensive research—and given that I don’t fully grasp all the technical details—I’d really appreciate your guidance. Thanks in advance for your help! | r/deeplearning | post | r/deeplearning | 2025-03-30 | Z0FBQUFBQm9DbVhRMkQ3N0VjWEhyQVpCYzBKS29HSWM1STFONmhUSndWVXR6M0N3V2RzQjljM1llMEtzUjZqbXBQeGphUXB1bGJ2NnZiYWFtSXJSYS1RRlFfQTZBT29DZWc9PQ== | Z0FBQUFBQm9DbVhRVDZWaU1BU3ZVOVNYS2kzTlVHZnZZYXVUTkdZTlFwbEEzaFhYMTNXTVYxcnRGaVdINjl0dzRid096MFBQblFHclJ0SVVTRW52Q2Z2UWNzaVZhYmVLcExqZ1lDaUl1VG9md0pZMU84aVBtRU9HRXV4NEw3SUdCUjdaSU16UGhUdjdDMDhra0E1UUpwZ0I0TTVtRzkxNEotX2d1eTZ0OHRzbVdUeXZ5WkRncUp6LWNheWFKZkxLdU9nZlBkTnNwUDh5 |
Hello,
I m a new system admin learning to enter the job market. Is running monero node can help me learn about administration or it is just simple operations.
Is there any ideas where I can from one side support community and the other side learn better ops and sec ops . Any ideas are welcome
So please propose things I can do with monero node that would also teach me new stuff in operations
| r/monero | post | r/Monero | 2025-03-30 | Z0FBQUFBQm9DbVhRTG5Ob2lCY2xta1pCZUtSbC0xT01tc0VlZ2o4bHpmeUVvRzIzTl9xOXM0WWx4TE5kRllmdjRaT0loeVJOUjNEdFYxbkVYbFJ0dXNIVjU1U1Vpb2JaU0E9PQ== | Z0FBQUFBQm9DbVhRQ3A1eDlXenpEc3NGd3g3aXVRcXVnUkYtSVc5UFZoekFUU1g3Y0FsVWwyb0xpN2tfQzJqbE90VWN0ZDFyN0xpSTVvNzd6X1B1VDQwdFd6bWRLN3ZRWUlWb0RCaEl5SDJuazJUU3piSUgtd2UwN3pSYjNJcmRnZi1LeEkyWDRqeTlaWkg1UlhIbnhvbWctQ20zRlNJU1ZWOS1CT0l4NEQ4ckVESUluYjFaWTZNb1AzMDFKYlZNRHZSNTVzM29MaV9U |
ChatAnyone introduces a hierarchical motion diffusion model that can create real-time talking portrait videos from a single image and audio input. The model decomposes facial motion into three levels (global, mid-level, and local) to capture the complex relationships in human facial movement during speech.
Key technical points:
* **Real-time performance**: Generates videos at 25 FPS on a single GPU, significantly faster than previous methods
* **Hierarchical motion representation**: Separates facial movements into global (head position), mid-level (expressions), and local (lip movements) for more natural animation
* **Cascaded diffusion model**: Each level of motion conditioning influences the next, ensuring coordinated facial movements
* **Style-controlled rendering**: Preserves the identity and unique characteristics of the person in the reference image
* **Comprehensive evaluation**: Outperforms previous methods in user studies for realism, lip sync accuracy, and overall quality
I think this approach solves a fundamental problem in talking head generation by modeling how human movement actually works - our heads don't move in isolation but in a coordinated hierarchy of motions. This hierarchical approach makes the animations look much more natural and less "uncanny valley" than previous methods.
I think the real-time capability is particularly significant for practical applications. At 25 FPS on a single GPU, this technology could be integrated into video conferencing, content creation tools, or virtual assistants without requiring specialized hardware. The ability to generate personalized talking head videos from just a single image opens possibilities for customized educational content, accessibility applications, and more immersive digital interactions.
I think we should also consider the ethical implications. As portrait animation becomes more realistic and accessible, we need better safeguards against potential misuse for creating misleading content. The paper mentions ethical considerations but doesn't propose specific detection methods or authentication mechanisms.
**TLDR**: ChatAnyone generates realistic talking head videos in real-time from a single image by using a hierarchical approach to facial motion, achieving better visual quality and lip sync than previous methods while preserving the identity of the reference image.
[Full summary is here](https://aimodels.fyi/papers/arxiv/chatanyone-stylized-real-time-portrait-video-generation). Paper [here](https://arxiv.org/abs/2503.21144). | r/neuralnetworks | post | r/neuralnetworks | 2025-03-30 | Z0FBQUFBQm9DbVhRdWV6eGctbERpY2lBVzk4ZG5tX0JfUnBhV25BN1docjBuYnNlY19IVDJHb0hyVUlkcldFTzVnWUM3dEI4NmxxY3ZRbDFUVXFYQnZ2RzZTV1J6cVAwYW5vWFVzZnlSck95S1lrRm1nNTdoQm89 | Z0FBQUFBQm9DbVhRVkZmT2pWOVFnWEhBUWpKdzNidTFlV3VOZUhKZ1g2VmlFa09aeTRnYVE2bWZrcVZUTzN4R29XTmFla2tjbkE2Yk5jU3Fzb1NSb1ZSOGc4YWpuOHU5Q3JpbEVCOWFuMTR5UkFKaUtnQzRsSVpBcFBPd25wV2lQSVZjQW9rbEFuSm5ady1Ma1JON3dfRnprOWV3N0UyVjlmYTFuWFlNWktHR0laYXBrWmVVd2xDVHlZQS1zWk1IeEs3Z1g2dkZ2SDlhUGYtSnJiTW81RWxhQ1l5YjlOb01DZz09 |
It's probably a vague question, but I'll try.
Let's say you have MPLS connectivity between four branches. Each branch has its own CE.
If I have to set up some routing, let's say a static route towards a certain prefix with one of the branches as next hop, can I do this on the CE or do I have to rely on another routing device? In other words, can customers configure CE or are they configured only by the ISP?
This probably depends on the ISP, but I'd like to hear your answers based on your experience. | r/networking | post | r/networking | 2025-03-30 | Z0FBQUFBQm9DbVhReVJGSXpFanlLN1JSb1V6WGdoTFpmRWdHUDlTTVZjaEZwLVBWcGtEbkVNdXF2OEE2R0JDUDBsRmYzbnQwMW0zUnpoRW5VVVJwbEtXWl82X1pFZi05Z1E9PQ== | Z0FBQUFBQm9DbVhRNGpFcTN3emphRGwwSlpISVU5cmRUUTBObVU3SWVQamhiRkVHOF9GclBqZDhVQ0kwU25VVlplSHVnRHBPaFhjV09Zd2hERjdNM2xTN281ZVNJaFVobVZBVUplVGVEWlVMNG11b2ZYOEFBTExtLXVKYUs4bjRnRFJMSzJ0OVhPN2tZS1ZxVG9iNEt4NC1tYU93Ql9KbE1IcGo0UzFuWjJJNlY0VVduU2huUjRJVXhlTVd0YXF6YllsY2NJUFdfdFJOUjQxNmpsNGRsZDNxVFhtMFhKSV9aUT09 |
Please stay on topic: this post is only for comments discussing the uncertainties, shortcomings, and concerns some may have about Monero.
**NOT the positive aspects of it.**
Discussion can relate to the technology itself or economics.
Talk about community and price is not wanted, but some discussion about it maybe allowed if it relates well.
Be as respectful and nice as possible. This discussion has potential to be more emotionally charged as it may bring up issues that are extremely upsetting: many people are not only financially but emotionally invested in the ideas and tools around Monero.
It's better to keep it calm then to stir the pot, so don't talk down to people, insult them for spelling/grammar, personal insults, etc. This should only be calm rational discussion about the technical and economic aspects of Monero.
"Do unto others 20% better than you'd expect them to do unto you to correct subjective error." - Linus Pauling
**How it works:**
Post your concerns about Monero in reply to this main post.
If you can address these concerns, or add further details to them - reply to that comment. This will make it easily sortable
Upvote the comments that are the most valid criticisms of it that have few or no real honest solutions/answers to them.
The comment that mentions the biggest problems of Monero should have the most karma.
As a community, as developers, we need to know about them. Even if they make us feel bad, we got to upvote them.
https://youtu.be/vKA4w2O61Xo
To learn more about the idea behind Monero Skepticism Sunday, check out the first post about it:
https://np.reddit.com/r/Monero/comments/75w7wt/can_we_make_skepticism_sunday_a_part_of_the/ | r/monero | post | r/Monero | 2025-03-30 | Z0FBQUFBQm9DbVhRdXpEVzlYV190Y1VWdWxjV1Z0NlZ1dlkwUkM3cnI3WTFUZlNfb09OanFQaHpNV01NWDE1cldVeGxDZnkwNGlGTEZMdy1ZdHd5dEVhTjFVV3plcUszd2c9PQ== | Z0FBQUFBQm9DbVhRUWNLYVpFSnhoNXNkUkMyNmo2UC1iMmFoajM4TnpCTWpLQmZCZTRJem0zREEzWWJyODdqckUtQXJwOWJfV3l0TmI3UGlBd1VKWDIzMTF6WmlGWk4zYVVfdVlWcUFoSFp0Q05UNW5YSjMwOVZPMzhFWVE5SjBac1MxWkF3cHFLYUg4clBISm5Janl5WVFWVUZNeVpwNWRZaFJnb2Y2UjBwdUY0TGxOS3RkSmRLOVdfUE5WRXVFQmdtRGU0a3ZjZm92 |
We're excited to announce the release of Neural DSL v0.2.5! This update brings significant improvements to hyperparameter optimization (HPO), making it seamlessly work across both PyTorch and TensorFlow backends, along with several other enhancements and fixes.
## 🚀 Spotlight Feature: Multi-Framework HPO Support
The standout feature in v0.2.5 is the unified hyperparameter optimization system that works consistently across both PyTorch and TensorFlow backends. This means you can:
- Define your model and HPO parameters once
- Run optimization with either backend
- Compare results across frameworks
- Leverage the strengths of each framework
Here's how easy it is to use:
```yaml
network HPOExample {
input: (28, 28, 1)
layers:
Conv2D(filters=HPO(choice(32, 64)), kernel_size=(3,3))
MaxPooling2D(pool_size=(2,2))
Flatten()
Dense(HPO(choice(128, 256, 512)))
Output(10, "softmax")
optimizer: Adam(learning_rate=HPO(log_range(1e-4, 1e-2)))
train {
epochs: 10
search_method: "bayesian"
}
}
```
Run with either backend:
```bash
# PyTorch backend
neural compile model.neural --backend pytorch --hpo
# TensorFlow backend
neural compile model.neural --backend tensorflow --hpo
```
## ✨ Enhanced Optimizer Handling
We've significantly improved how optimizers are handled in the DSL:
- **No-Quote Syntax**: Cleaner syntax for optimizer parameters without quotes
- **Nested HPO Parameters**: Full support for HPO within learning rate schedules
- **Scientific Notation**: Better handling of scientific notation (e.g., `1e-4` vs `0.0001`)
Before:
```yaml
optimizer: "Adam(learning_rate=HPO(log_range(1e-4, 1e-2)))"
```
After:
```yaml
optimizer: Adam(learning_rate=HPO(log_range(1e-4, 1e-2)))
```
Advanced example with learning rate schedules:
```yaml
optimizer: SGD(
learning_rate=ExponentialDecay(
HPO(range(0.05, 0.2, step=0.05)), # Initial learning rate
1000, # Decay steps
HPO(range(0.9, 0.99, step=0.01)) # Decay rate
),
momentum=HPO(range(0.8, 0.99, step=0.01))
)
```
## 📊 Precision & Recall Metrics
Training loops now report precision and recall alongside loss and accuracy, giving you a more comprehensive view of your model's performance:
```python
loss, acc, precision, recall = train_model(model, optimizer, train_loader, val_loader)
```
## 🛠️ Other Improvements
- **Error Message Enhancements**: More detailed error messages with line/column information
- **Layer Validation**: Better validation for MaxPooling2D, BatchNormalization, Dropout, and Conv2D layers
- **TensorRT Integration**: Added conditional TensorRT setup in CI pipeline for GPU environments
- **VSCode Snippets**: Added code snippets for faster Neural DSL development in VSCode
- **CI/CD Pipeline**: Enhanced GitHub Actions workflows with better error handling and reporting
## 🐛 Bug Fixes
- Fixed parsing of optimizer HPO parameters without quotes
- Corrected string representation handling in HPO parameters
- Resolved issues with nested HPO parameters in learning rate schedules
- Enhanced validation for various layer types
- Fixed parameter handling in Concatenate, Activation, Lambda, and Embedding layers
## 📦 Installation
```bash
pip install neural-dsl
```
## 🔗 Links
- [GitHub Repository](https://github.com/Lemniscate-SHA-256/Neural)
- [Documentation](https://github.com/Lemniscate-SHA-256/Neural/blob/main/docs/dsl.md)
- [Discord Community](https://discord.gg/KFku4KvS)
## 🙏 Support Us
If you find Neural DSL useful, please consider:
- Giving us a star on GitHub ⭐
- Sharing this project with your friends and colleagues
- Contributing to the codebase or documentation
The more developers we reach, the more likely we are to build something truly revolutionary together!
---
*Neural DSL is a domain-specific language for defining, training, debugging, and deploying neural networks with declarative syntax, cross-framework support, and built-in execution tracing.*
*Neural-dsl is a WIP DSL and debugger, bugs exist, feedback welcome! This project is under active development and not yet production-ready!*
| r/deeplearning | post | r/deeplearning | 2025-03-30 | Z0FBQUFBQm9DbVhRUUItRXhSblVsMUh6SDZpdlVCdkFWQWtZVjlERlBrcmZvODFMMkdKeXVRTm0tWnZMZ0xlVVJnaFM4b1JBQUtTYnN2OEhRNWV1X016cGRuVXV0ZzE4WHpZczRZb2lBM2NDN1prbTVJaUwzb2M9 | Z0FBQUFBQm9DbVhRa3U0Q0paMTEzWlRQSGJDYkI3NlVzUWptVVd5bHliZGViTGF0Tlp0dGV1azRwU01yX1ZKMjUxMzRLb2U3cVpfalVDNE9QVHlCQWJlV2pCaTZmajZHZUIySW9KSFp0eEtPaTFndnlOajRNTHBsRkhha0k0b2VzZk9ocWNlSUpBN1NhMkloSlJzLUx5XzI0dkh5ZmtGRlZMZjk0V0Z1ZlJTaGxEMWszSTNpV181MUcxZkFwalJZZXgxdkdJWlpmZ2NCczhRbDktUFlsZDNVU0FJSE5XNndDZz09 |
Hey everyone, There's a potential call centre client whom I maybe setting up an AI voice agent for.. I'm trying to decide between AWS cloud or on-premises with my own Nvidia GPUs. I need expert guidance on the cost, scalability, and efficiency of both options.
Here’s my situation:
On-Prem: I’d need to manage infrastructure, uptime, and scaling.
AWS: Offers flexibility, auto-scaling, and reduced operational headaches, but the cost seems significantly higher than running my own hardware.
My target is large number of call minutes per month, so I need to ensure cost-effectiveness and reliability.
For those experienced in AI deployment, which approach would be better in the long run? Any insights on hidden costs, maintenance challenges, or hybrid strategies would be super helpful! | r/deeplearning | post | r/deeplearning | 2025-03-30 | Z0FBQUFBQm9DbVhRLXdNYVM4emUyZDR5QVk1MUpVc0Q0bmtweGt4WjlubV83TFREblZwRHFzbThPQjJ6bm12YTY4MGN1a0ZlTjdDMk8wd09INHRQZTJwZHlRVElXWks4c2F0Wml6cl90VUgtZVc2dWVZUjNKUE09 | Z0FBQUFBQm9DbVhROWxEekgtaG05QUY2UGZkWFl2WHNIOW10T3lqVGdhQXBkbVo3QURfa0Z4eHhXZ3p4SkQwZno4aWlTZmNTUDlqbFFjOW5wSXRBcXJYZ1JlbmRWQzB2Wk8ydm54VnVDT0ZoNWhueVF5Z1o0R0FMdVFpMUtlSno2SGhYaHZzOUN2WjVoOF9GNjZTaVFsMVpEVDJlWGtZZm56TlBNYjhkVjJqZTZWY0puUUw1cUctSlJXOV9LM0hTX2kyWEY4OEFMSlpHWkVjVHBvZm43UDB1SlhDVF9IdHpadz09 |
I finished my PhD in CS three years ago, and I've been working as a data scientist for the past two years, exclusively using Python. I love it, especially the statistical side and scripting capabilities, but lately, I've been feeling a bit constrained by only using one language.
I'm debating whether it's worthwhile to branch out and learn another language to broaden my horizons. R seems appealing given my interests in stats, but I'm also curious about languages like Julia, Scala, or even something completely different.
Has anyone here faced a similar decision? Did learning another language significantly boost your career, or was it just a nice-to-have skill? Or maybe this is just a waste of time?
Thanks for any insights!
Update: I'm not completely sure about my long term goals, tbh. I do like statistics and stuff like causal inference, and Bayesian inference looks appealing. At the same time I feel that doing some DL might also be great and practical as they are the most requested in the industry (took some courses about NLP but at my work we mostly do tabular data with classical ML). Those are the main direction, but I'm aware that they might be too broad. | r/datascience | post | r/datascience | 2025-03-30 | Z0FBQUFBQm9DbVhRSG1SVWlQNy1rbVVVTDNiR2puTDR6T2Q0ckIzN1lyM05fSjBIV0VuSjhqV1d3TlJzYUJlb1IzdHVjTC1xLXZ0UXdubmd3QkI4bkY2SlFiQWxITWhVX3c9PQ== | Z0FBQUFBQm9DbVhRZFVocENYTTVRcTQtVWNMcUZqQWFvOEdGMXF2dFdLYjVRQkRxRWF6ZFVYZmlFWlhfdUt4TkJMUHNHUFlkanBrOXJGNkNqTEZzMGhIRThTSFZCTE8zZHV3ajg3dlYwYWpyTnFlLXRsVkZVMDhTSjFJNDFvQTA5MlpSS1RWMWpDRlptOGtkSFFRdGJJNkdIbG50VVhneW5sX1N3STlibWVQN3BBUXFZdVRlaTdpcFlzekUtSlg5LVN4d1ExMzZzbVllVGtaeG1Ra0tlbTJXRHZJN2VCdlhuQT09 |
Title: Write Right – The Art of Being Right
How is the art of being right misunderstood or misused?
I want to start a digital protest that I call "Write Right." This name has a triple meaning: It refers to law (justice), right (political direction), and correct (objective truth).
For centuries, capitalism has caused a widening gap between wealth and poverty. Technological advances have further exacerbated this inequality—while the rich have become ever more powerful, many have been left behind. It is a fallacy to claim that both capitalism and communism can be strengthened simultaneously, as no lasting success has been evident so far.
Our idea is to either develop a new synthesis of capitalism and communism or to stabilize capitalism so that it becomes more just. To this end, we want to launch a digital protest to analyze the extent to which propaganda policies, government, and public opinion are influenced.
Our main goals:
A clear definition of our demands
Better communication between the population and the government
A critical reflection on how narratives shape reality
I invite you to contribute your opinions and suggestions for improvement. How can we make this protest effective and achieve a wider reach?
---
Why these changes?
Clarity: I've streamlined the text to better emphasize the main points.
Structure: Paragraphs and bullet points make the post easier to read.
Stronger argumentation: I've clarified unclear statements and formulated the call for action more clearly at the end.
If you'd like to make any adjustments, please let me know!! | r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-03-30 | Z0FBQUFBQm9DbVhRdThmdUNHQ0czaDM0N1BXTmFNemVRejZKQjdqRE91YkZuRHRSeWdRVGFqMktRSjYyakkzdVptT1pyeEFwNHY0NUtQaXlPeV9ZNFZzVzdwY1ZCTjZFVWpWTXNmWDYwWnA3X1F4cHMxelZqTjg9 | Z0FBQUFBQm9DbVhROGluc3I5Y2RXMVY4aGZGVzM5c1pKQnJfNkVsc0pVaUM1eHhnVXNNWXFKeUZDZnVKaWs2SGJQYW5fMEVOVHVLWTI3dkF4UERST0xuaVR3bjZJdXAwRDJPb1JZR0J2aUFfRkxZTGNjaC1jLTJyUVZHQVJSOVVQME42ZzV0NlFSa3hGVks5SFRfcHo4a2s4Q0RfclpGMzhrSlhzWG5TUXN1UG5tMmVNLUxVVjRNeGZITEk5WndIVlNUSzFBZVBtazQy |
If you could be self-custodial on L2 without L1, it would become your L1 and the original L1 would not be needed.
Using one L1 tx to get 100 L2 tx (if you somehow manage to balance it that way) means you have to freeze capital for at least 100 tx in front. How many people are liquid like that and can actually do that?
The whole scaling through layers is a red herring. There is no substitute for L1 scaling. | r/btc | post | r/btc | 2025-03-30 | Z0FBQUFBQm9DbVhRSUQ1R3l1Wnk2WFRxYTFiREZvd1dFSW9zQzBoRTVrcmxvamNRLXNXS0t4dHNHaU9XRDZ1TEhnQ3pyeWFMbm1ncXNCakZvZW5YS2VKRFVHcmNZS3JReXNVeDN4YXBVSV81dXVwQktnVTRBUE09 | Z0FBQUFBQm9DbVhRODJXSWF5bEdIMjRDTjVnOWEyQWkwc0pMTDNjVk9xNjBubFQzU1VNLWxLV1RQNWJod2pDMUg4dWdibTVpVFdVRWtwdFo0ZDNMZFpkWjE0blJnb1RkdXE3cVZxTGEzYUNkQ0traVBrZGhKa0RxWkxLZVpueFZ3Zm1PUVBUcjl5cGJuU3p2Q0ZWSC0yUzVQaDJyQ1VWUzZzZUV3eE1oeWNXSjA5MzhWbDNUb05aOW4tMW9uNURUdC16MkE5aXhDWEFp |
Tickets can be purchased here: https://bitcoincashgloballotto.com
Grab yours now! | r/bitcoincash | post | r/Bitcoincash | 2025-03-30 | Z0FBQUFBQm9DbVhRa0xDYWxZakRqYmJ3YldQSldxNk41TDVGMlNSNUlsMUNoWjRhRXNMYWpTdzJ5MVdjRUhvY3JhdVJxeTBfRVNKZzJqMjJrYXhsMXBOaV9rRUVweVlyVXc9PQ== | Z0FBQUFBQm9DbVhRTFdQR2pZNHc5dk5DMFJfd2dMRjFWX2tXV3NKbnF1eUw4T1ZTZDk1OHBKN0FKRVZUaFRaVXVVWlFETktXOE5kMWFqZUI1TlA1UlF6eU5haWVEU3hHb1JNcTJQVzN1aFdwLWJVUzhzeVBfaS00anNVX1YySWt1YWdMbHNpYjlYQkR1Rm9wOVF2RTh4SGhJTXllYU0tMDNpVm9BTGxpdWRKa09ra3NhTlZub2RzN3c0OGhVWnhYM1ZadlR6RjBkLThfUGh2bDFET3hlV01xbURJNDZKMzdIQT09 |
🚨 BREAKING: SOMEONE JUST BOUGHT 1.777 MILLION $SOL ($223 MILLION) ON KRAKEN AND THEN STAKED IT ALL.
WHAT DOES HE KNOW?
https://preview.redd.it/on3vmjmqxtre1.png?width=670&format=png&auto=webp&s=ad8fbf38a7f17f237c60fdde3f15a032ee139413
| r/solana | post | r/solana | 2025-03-30 | Z0FBQUFBQm9DbVhRUlI5S1Vjbl9ZZzIzR19ja0Y3Y3p3aVV6TWVLRi1oQ2RuaXUxZUNuLWNjdkFLWXE5bjBuVEMzczd1VzZBZDBYdUdydkUya1F0U2w0dTg1S3hMN1RpcXc9PQ== | Z0FBQUFBQm9DbVhRRUtBcTlRdk5DSmlRRVQzVmw5RnBuNlpVUVltMklIcThKZ0hfakx4X2Z3YWJJelRhTEZjelc2RDQzbGVPRktWRnVKNmZmUWRpVXJnbzBPYTF0LXhDZENZWjFUdEprQWVhdjh6ZEh2TUVESEJmdjY3NmFBUzdwcGhqUU9kc3JJSllabi13MXNXWWZqNUJfNEVLUnVsbmdsQ2FDa3hHRVFjN0JDMTNQd3VqblB2MmdkXzdhX2dxZFNGRDVRTHBISEFmQkFfZFN4TGk5QlB5ajBpMTZMV0haZz09 |
My current contract is coming to an end this week, I've got nothing lined up because I can't find anyone hiring network engineers/administrators or even look at me for it support jobs in southern California of all places.
So now, with the help of another IT service provider who's been in business for 5 years, I'm looking at starting an IT service business. It has to be the most stupid thing I can do, but I have no idea what else to do. I've got two kids and am a single dad, I've got maybe 8 months of finances... I'm constantly sick to my stomach, lost 10lbs this week.
I'm going to keep applying, yes, I'd rather have that stability. I understand business is extremely difficult, but what else could I do? Upskill? | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-30 | Z0FBQUFBQm9DbVhRRDFBLUlQWmQxcmpiRi1mYVBNUmpxNUViSDgwMm5vVWZJWVpCWldCQ2dPZVpaRmlST3NxN2t2emxncDh1QTROS3JQanlqSGpmR1o2M3ZhekNRMzA2blpQbEF2b0RUbUJyZkFJSTR6bTVPTWs9 | Z0FBQUFBQm9DbVhRLUdxc2lQRXhWVWxMeDZYNk5jcDNqQlBlZ2ZQSmlGOENGRUNiNjdnMEV0M2YxaFBnQUI0M2sxdjVlQmlYLWdhRVN5T0hVN2Nibmx5SWg5cUpVMk9WaGJKcEphV3M2dWRHRHVEWWw5dXR0TFVsM2MyT2RreWJoZlBlN2JNRUhXZS1zRlRacl9tQU94bDFheDRvSmZvaHBVRkhqQW9hSEI0WXNiYVFuMXZQd2RDQ3hvUTZvMUZfZjBxMmNYOUVLMnZlVzM1c0hndUlQaU45M21vS3hDMmd0dz09 |
This is my plea to you to talk to the people closest to you.
I consider my family to be pretty informed politically. We always align on our views for the most part. This weekend I decided to bring up how important I felt this election was for our future.
Not surprisingly to me, my family was not voting Conservative (despite the fact that we live in the bluest of blue areas). But they were planning to vote either green or NDP due to the “Liberal legacy”.
I had to show them Carney’s resume and that he’s actually more like a Ben Mulroney than a Justin Trudeau. I told them that while I agreed with them that those two parties would have taken my vote before the liberal leadership change, that now we had been given the rare opportunity to vote for a Progressive Conservative. Somebody left enough on social issues to satisfy the left, and some one fiscally responsible enough to satisfy the right, without swinging too much in either direction.
The “Liberal disdain” right now is keeping people from looking beyond the party label.
I told them I felt he was the unifying symbol we needed as Canadians right now and they agreed.
Have those conversations folks. Face to face. | r/liberal | post | r/Liberal | 2025-03-30 | Z0FBQUFBQm9DbVhRZWU0OUM4WEdjcVhUbTBUV2RZMHhpSWt1dTNpdGpGZmNYR1U3aXNadWpndHRIUWdKV2Fnd3NNbmtsM0xWY3NEQVRpQ2pmN04xUUdKb3NnT2phMTQ3VlE9PQ== | Z0FBQUFBQm9DbVhRVVhRck1sM2U5bHMyOXNsSnl5RkpzRGt1TXUxTUs0QkVqZ1VIQTVHSm51QlNLYnFBSlpndERaWlJjYklnNVVmQW15ajE3Q3laVGNRRGhGYkRJVnF1cmp2ekZnaEJxTGZpYkFlNGh1T214R2c3YUxNMXhaMi1lX3VOTmF3aUpOb014Sy05N2FhZ0xUSTNfRlo5OGZyTXFaa2o5eXlqRTJ4aDdGTTRGZUVwVnBvPQ== |
I'm a fresher who joined my first job as a software engineer trainee 6 months ago. The project uses .NET Framework for the backend and Angular 2 for the frontend. The initial 2 months were KT sessions, and after a month, my team lead started assigning me bug fixes.
As a newcomer, I feel like I didn't receive proper guidance in those early months, and I struggled to get a good grasp of the codebase. Now, my manager and team lead are not satisfied with my performance. They recently hinted at changing my role to QA, which I don’t want since I worked hard to get into development.
I genuinely want to improve, but debugging this large codebase has been challenging. I’m putting in extra effort, but I feel like I’ve been set up for failure due to the lack of initial support.
Has anyone been in a similar situation? How can I turn this around and prove my ability to my team? | r/learnprogramming | post | r/learnprogramming | 2025-03-30 | Z0FBQUFBQm9DbVhRY2d3aGVWMXppR1U2QV9UZXF3N0VSd3E2bGxqbFVhT2NqcGx6Smw2YmVMY1dhVFdwNmpSNmp0M1ZmVFVaY0FLYUM4QzJ6MXpYY1ZnQlNSU3h5SUJVZmc9PQ== | Z0FBQUFBQm9DbVhRS200cGx1dExGbk1GSWQySFRIR1NjUTk0bnlBNzBZZGhveDlLaUF5a09Xcm9hZDdaRzlNZ2lOWF96ODV4ZE1nLWdlSmVaQXFtVElZVE5oVzJzeExSQ2cxbEdjQkRVXzR0QjVCaWJza2lIOVYwNkppM29kMGtOYkkwQW81MXRaOFJuM0RxckV6N1puU0xJYzZFYVR0RlE0WjJjMF8zLUlybHRnajNUUzl1WlBzcW5JS1hWeDIyMy1FRlpfNkJkdnp1NDFRUFZqWl9FMnc4UXJkQnFodTUtUT09 |
Are careers a dead concept?
Normally the career line used to be something like, you get educated, go into a company, the company would grow you as an employee, you have the option of changing companies no problems, you retire.
Now my partner made an interesting point; Careers are dead. This comes with me looking for my-- I don't want to say 'dream job', but a job I moderately enjoy, however as we all know, the job markets are dead in the entirety of the Western world.
Not only that, graduates are struggling to get their foot in the door, even with the most practical degrees, such as IT, HR, engineering etc.
And in my case, employers are unwilling to develop their staff (Real pride denter). Most employers seem more interested in, 'I want to hire X to do Y, and thats it'. There does not seem to be an interest in developing staff further. Additionally we hear certain terms, '*Not limited to*', and '*the needs of the business*', I.e an at will employee. Further to that, I have seen a merger of roles lately. Originally accountants were just accountants until they were expected to fill the HR role, now they are covered the admin/billing roles in addition.
My point here, is it seems all these factors reinforce the idea that there is no career. The company takes you on at your current skill sets, and expects to warp your role into whatever they need, without the growth related to your trade. You become, the Accountant/HR/Admin/Janitor/Stock-taker/Packer etc.
What are your thoughts on this?
**Is the idea of careers a dead concept?** | r/careerguidance | post | r/careerguidance | 2025-03-30 | Z0FBQUFBQm9DbVhRQ2Jfbk15VEVNWTBiRHNzZE1US1RxVmVqX3ZvM1pOTnA3YzB2MkxZbWpycVJ5SzhvR0VnMENLdEtQQk9Zd01NVE1aN2x5VFJoMmsxMEI1MkpIcjRTU1E9PQ== | Z0FBQUFBQm9DbVhRajFadnZRVkp0a3lYcURaVEVNWFR6dFBaOXktMjdJbG1lUGlPUjZMNGlXUVhWMk4zQ2phMHVGNUN4QnJqbFlRU1pEUDF2VlkzWTN5bWtCMEpIS2NrNGN6NWNrdENyTWpaZjVnT1hVTzAtWXZ6VXRZSjVLLUpFb3V4aFNSaExDakhhTlExZFZvODFfZTBVM0ZuR1hJaEdseE1URVctNUFVWnB2b1RvekZDZXIyZW5TT0ZodllUaEkxRXhzZVltZU1v |
I come from Non-tech background but I want to work in IT field. I am thinking of learning Web Development but I’m a little confused.
Is there anything good other than web dev that I should learn? | r/learnprogramming | post | r/learnprogramming | 2025-03-30 | Z0FBQUFBQm9DbVhRM3pvSUtERW5VUGVvWjlZblhRV01pYkJCVVU5OUl3bE8tcFNlMTBtaW92MUR3VXN3SUdVUUhVQldFblhrQzM3aWhWWmN4VFJZUWxld2swam9haFhlYVpUeEpKUmM2LVRkMDJlSTFfVGJqT1E9 | Z0FBQUFBQm9DbVhRUmVGMGRWVk1iV09wUUZHQnlwYTUxcWt6VFhoOUM5SmkzYTZ1UWFER3BWdENGc1U5WEhvQ0MxVDF3N00tOXFqNmdkRURadzhLa19KdHpYamlxVVc2cnR0SHZVWmdtWlY5eEdpblM1cUZYOUxFemltQzM2Z0p6Y2pHemxDeW5RenVXS3QzaHJIemV0djlwdUR4T0ZHRW4yTm5vODFFSkxsUWQxWjJDN3NZLTRUQ19OejJHQnBOSUxxaFpZU1c3Q3pnN3pjbVJpMHdydGpIaU5wLWt4WjdhUT09 |
Serious question. I posted on Reddit in a sub about Nietzsche. Nietzsche is a long read and can be challenging to grasp all the points. So I asked ChatGPT so summarize a few things about his views on specific things.
Someone responded by saying to never use AI, but when I asked for examples of where it was wrong, he didn't answer.
The point is that what AI comes up with is either right or wrong.
---------
I used AI to generate code for a project. The code worked. I know the code because I've been a programmer for many years. The code needed some improvements, but it wasn't dead wrong in anything it produced.
---------
I asked about using AI in one legal case and Grok gave me what looks like a fully valid response. I could validate what Grok said by confirming with a lawyer, but I haven't done that yet.
So when I see people say "don't use AI" I have to ask why. I know that AI has been proven to give goofy answers and some are just out and out wrong, but for someone that can't get a real life lawyer, it can be a great resource.
When I use AI for other things, it does seem to be right. Other than math problems, it does seem to give reasonable answers.
---------------
TL/DR. Is AI a usable option for someone to do legal research and find out about court procedures ?
Is here a better solution that ChatGPT or Grok? | r/legaltech | post | r/legaltech | 2025-03-30 | Z0FBQUFBQm9DbVhRZmJGUTNGYnFYR3NUem5mTVNBSFEtaW5rY0xQajhMWHIzYUtxb3R4bG9LZnZYbmNiQmtaX0UwdXJnM0dvYVFjb3gxX183cllNeEJZemN3WHp0d0tJdWc9PQ== | Z0FBQUFBQm9DbVhRZW5sM0xGazVOUU5fbWRKNW1NWU9ET0MyeEM2djJWQ2pqOTk0R2lyMUhoc3hJX01rLTRFQmhyOXZibHFRQXpfQ0tiWWpTMGpMWmtJZ212eXp6SklRVXg0TmhjZWlGNW9KdzNrYzRPX25JRk1pZVRiSXVOWklUblNRTzRwbGc0NlRNR1lTWUhFd3BnRzdrUDJWLWhNbGVKZGItcm5Gd0tzWEVodTVTMmpKblIydFJFOEZMbGRFdUVNb1UyVGlPa0xKSnhZSnlZQVM1WmRrTVhDT3c4UTIwQT09 |
Hi all,
Can someone explain why there's no multicast used for sky, online streamed live tv and so on? That would drastically lower the traffic. So why not? | r/networking | post | r/networking | 2025-03-30 | Z0FBQUFBQm9DbVhRNXgzT1R2Tm5rU0lGZHZKTWMyaEZJOG5JZl9vSmdjc0d0VFhCSVNlVWloTmxvbE5qMkNHTU5KN251VmUxa3VwVlRUODBtRGNGa3JOOU9KcG5TWDFNbnc9PQ== | Z0FBQUFBQm9DbVhRZE1uMEZ6VGdBZVduQXZZVWxqRExGcnZBSGVidWF1eDF3akZIcG5ubDVmeVhOY3RLTVMwRFcyQzhjVFc5SU9WWnBKdDRvZGRsQjdoM1Q5UkF3cmNQNzdMc2Y5XzY0bTljbVZYbTRnWnN1ODZrazZNSWdvYlhVQ0FiZUg1dFBvVEEtWF9ZLUJTTC0tNWRXUlp3T2tMTm1ZSjM1dklDTm5heTFYdEZfNlF3eUd4WGZydXVXTGdvVDd1Wlg5ZmlVVHRn |
Is better go and do proper gambling that hope whatever you are holding will rise like dough.. instead the dips!
People that made are just as lucky as those that won jackpot same thing.. no gurrantee nothing is promised just luck! | r/cryptomarkets | post | r/CryptoMarkets | 2025-03-30 | Z0FBQUFBQm9DbVhRUDdscDhoRlFZS1BMdXcyamxjWktQWGVwcjZXODAwMUJNSjBOTnBNVjVhSHV2UDF3bDBYOEVhZmQ1V0lxcmtyRndMZkgwX1U0VU1rdjR4eENHUlJtQzZlRVpRd2JIcEJhNGQ0NlBtZzRMTUU9 | Z0FBQUFBQm9DbVhRYnpKdVItWXhEY1U2RlI2Ri1OaUxNLWVESGl6VTN2MEJOWTlRTnUtYkRPOTZPZmplcWZBcVFSN2ZvOGhSSDdXemxJdENTT2RVclFfaTZQTTFTc0ZMTzMxNnFVTEg3QzBOTWRUOEhyb0NEQmJxWE56WWM4Vm96S0dYcEJ1ZFJoYldxMVJHQ3J2QWFsVWJrNEJxRVQwRHhRc1d4cjJ5VTE4SWlfbHRCUkNFZHNZc0ktV051Z3N5U1NIQWlYc3EtaW0t |
Bombed try and silly yellow | r/rugbyunion | post | r/rugbyunion | 2025-03-30 | Z0FBQUFBQm9DbVhRcDhKOWxLU0hNdEJiVVI1N1BjZXdoeEZIZ2JDN3RWaU5XYlBqVjFzblRVN21FYWVPNW8zM0lmUU5jX1lJYUZzdEg3T182eXcwYzdHajhqN08wWDdUUWc9PQ== | Z0FBQUFBQm9DbVhRVVl1QkxUWWdyM2dhOXBHbFdDMjVKdlJXQkZkWTlvVG1IRTdmZFZfaFlNNzlKa1hsMEZoNnBLeTRCdzFNNXFOT0NhWjgtX3ZuN2dkZzJwU3BTWFBaRVFXaTdVT0V0SGNtdVE0V3ZWczRlS0NpdUhQelVQMFBiS3A2Y2VlUVBsQW9nUVk4V3NHOHp3dmZsRGRpXzA3cFFIcWh5NE0teHlUQXNaekRYcHhGN3JjPQ== |
Yo, I’m on the hunt for solid projects with an **upcoming Token Generation Event (TGE)**—aside from **YieldNest**. Looking for something with good tokenomics, strong community incentives, and actual utility.
Speaking of which, **YieldNest** has been on my radar. It’s a **liquid restaking** protocol that integrates with **EigenLayer** to maximize staking rewards. They’ve got this whole **Seeds system** where you earn future airdrops, plus **MAX LRTs** that boost yields. Seems like a pretty interesting play for passive income in DeFi.
Anyway, what other projects should I be checking out? Drop your suggestions! 👇 | r/ethereumclassic | post | r/EthereumClassic | 2025-03-30 | Z0FBQUFBQm9DbVhRQ0cwMkNmc2d6WjVNeTJQNlNVYWlxdTctY1Fnb3Z6ZnJhNXdLdE5yLXRCVDRUSnNEamtmUWlxWjZQc01idmlCUWxwUUFZcTN5TE9HWENtTkJDLTNsZ1NRYWFnOGNhREY5WWtYS19fZnNkTXM9 | Z0FBQUFBQm9DbVhRSXV2OWRjZGQxZmE1VGtJQnBwTC1aQzBWNzJlV1dEcTFkaHdKblM5YWhOcUh0NlFNaVpob1k0SDVuUS1WdW1wNVNHNGprT3NTLW91SVVIWjZJZTE2NlJjQU9mSHBaekNmNjAtN1VlTEl2OXRlYzVLTE1mODY3X3FlNUZrOWJLWTgxRVFnZVpMd0tiQno1OUJtV2JoUXhlelFUcnh5SmRYRGVfcmRNZU0taThNWlNjM3YtaUVLT1phd1luUHg3M0xo |
Edit: article didn't link
https://www.axios.com/2025/03/30/stagflation-economy-inflation-growth
We are entering a timeline where quantum acceleration of AI through the global society. As q2 starts, whoever made gains so far is happy with that and isn't looking back.
Companies will continue to automate, continuing the wave of governments example. More unemployment leading to more free time to go out and protest rising prices.
After they save enough money by firing people, universal income will be rolled out across the board and society blooms into the golden age for 210000000 years | r/cryptomarkets | post | r/CryptoMarkets | 2025-03-30 | Z0FBQUFBQm9DbVhRTElLZENJTEdvdm1jV2x3cHNrUWhnMS1kT1NBY3p0dWlnQUZENlNOclgySktJdjJtSE8yNXpDZFJrSDNESlhVMFJvVHRIdXBLb2NUS0s2U1RxOE1Hc1E9PQ== | Z0FBQUFBQm9DbVhRNTlfUUdGN3VaQWxfNXJKYzFvUTBHNUxybzNfSUlhRl9BbDl1MEgzT1F6dWpFcTE2Q2s4VDY2dFNIaFhwV2FkLThwQ0M0UzZmV3JDbnItcy16b1hwOVJmODZKaW9MVTdHbzJPelNhT2c3UTFOY1o0NFFGWUt0QkQ5WWk1SXVJdExDMlpacGVyLUV2cEp4dW9uVUF4YmlHZUpuVFdMcnFNTjFzY0J6RnZPQ3h0T25HWGxROW5XNHd3MFVUS2NCS3FudC1Va3R2c2RCbWt3RTdSYzdXMXFjQT09 |
I often see people default to using MAE for their regression models, but I think on average most people would be better suited by MSE or RMSE.
Why? Because they are both minimized by different estimates!
You can prove that MSE is minimized by the conditional expectation (mean), so E(Y | X).
But on the other hand, you can prove that MAE is minimized by the conditional median. Which would be Median(Y | X).
It might be tempting to use MAE because it seems more "explainable", but you should be asking yourself what you care about more. Do you want to predict the expected value (mean) of your target, or do you want to predict the median value of your target?
I think that in the majority of cases, what people actually want to predict is the expected value, so we should default to MSE as our choice of loss function for training or hyperparameter searches, evaluating models, etc.
EDIT: Just to be clear, business objectives always come first, and the business objective should be what determines the quantity you want to predict and, therefore, the loss function you should choose.
Lastly, this should be the final optimization metric that you use to evaluate your models. But that doesn't mean you can't report on other metrics to stakeholders, and it doesn't mean you can't use a modified loss function for training. | r/datascience | post | r/datascience | 2025-03-30 | Z0FBQUFBQm9DbVhRYlcyYW13dzJCZGRsOVU2bmR4M2JuTlBvb0tZYlRzeFI2VGhjeW1GbVFxT3VIZ0l4QlduTFdRRl9BelhyaTdYNWpfQjFmUTBBTDJHMUFtM2lldGlpeGc9PQ== | Z0FBQUFBQm9DbVhRdnM4QmhFT05MZ2JuNVZmY1Z3RFJ6dGZZYjhmYl9kbUM5Rm9GSW5KUUU5NzRPUDFUWXRoTlV5akwzZFRGOHBwTU9lU1VkMm1rQzQwSnhXRGxiRG9PanFxNmVtZUhzREVVX0d2Z1Z0OVZCLU9TanpkdmgwV2hvUEtzSjhFaUxaanduUGY5Tm9qREgzWjJBNkg1SjFBbkZPNW1UOTRuMFEwdGctaUpvZHJBeUt5OWhnb0I5WmdTNmZnT3d1Zjhac2tF |
Hello everyone,
We’re currently working on a project that’s aiming to develop a fully immersive technology platform that seamlessly integrates with the human mind. The concept involves using neural interfaces to create engaging experiences—ranging from therapeutic applications and cognitive training to gaming and even military simulations.
The core idea is to develop a system that learns from the user, adapts, and responds dynamically, offering personalized and transformative experiences. Imagine an environment where memories, thoughts, and emotions can be visualized and interacted with—bridging the gap between technology and human consciousness.
Any thoughts are welcomed. Open to conversation.
EDIT******It’s easy to sound a bit “business-y” when trying to explain something like this. I’m definitely not trying to sell anything here 😅 just looking to have genuine conversations and gather input from people who are into this kind of tech. | r/neuralnetworks | post | r/neuralnetworks | 2025-03-30 | Z0FBQUFBQm9DbVhRcmE2UDhQcWVWME40LU4wNXFNbnhuLXY2WmFSYTVnSWlIVjNSdF9RZ3hoSVhoR0pKNk9uZkl5TDJYelB4N0Z1OHFhSEFxYVFCVkhTN2RFOVVtMXpmcHc9PQ== | Z0FBQUFBQm9DbVhRMlV1UUlUTGtUNG5NQ2EtTTlOM3htZFhwbzF5eGtQUWxLX1lnWlpsYThXX01yaDBQTmw0QUdfNDZ4VldKWTR1QWdSRHJUbFM3Nlc5cjlMUWpYZHVHUTRCOGJvVEhlckpxdFVCUVlkQ0lHdWxHbUJZNEJBd0dkSDVabzE4OXdZX21vdUJCaENab3A5a2RGbjZEU3RkWlhZdi1OTkJUNE4tbkwtOGdTZ0phc2w3Yy0zRkJSZnNsZHNEQ2o0cGxseDhwRTRuN1RHMVh2QlF0QlRGOUxQci1udz09 |
i completed an entire cs degree (not at a very good school, to be fair) and never had it drilled into my brain to go to the source for information. in school it was all slideshows and then sending you off to build a whole project with minimal practice, and online it's saturated with tutorials that walk you step by step without explaining why you're doing it.
people say to just start building projects and learn from there, but i'm the type of person that needs the full story to know why i'm doing something. i found myself getting stuck on how to implement one feature, an article or video would explain it, but then add in 10 new terms that confused me even more. starting from scratch was literally the only route i had left.
it's truly not as intimidating (or expensive) as it looks to sit down and read about the language/library/framework. i treat it like im studying for a serious exam: read it, write it down in my own words with pen and paper, and then type those same words where i keep the rest of my notes online.
i've been doing this for a couple weeks now. my reading and writing stage is usually during free moments at work, and then i do the typing portion at home. the last thing i need to add is actual practice, which i intend to do this week - one step at a time. good luck :) | r/learnprogramming | post | r/learnprogramming | 2025-03-30 | Z0FBQUFBQm9DbVhRclVkQzFpMHpNd2ltMFpfbHZsNmc1c2ZLc3dUcURMelFjYjFJQTlpQUJsUWJybjhnLTdSaTg0eFhrZHNvaXBjcjVMZnR4cnllVnMxLXB0UGo3bUJxNEJQLU9pS0tCUWxmMmszNjNQVzVENUU9 | Z0FBQUFBQm9DbVhRa1R5M3BYX1o2V1I5V0FVLXZzN25VRUpQbkE5WUk5TXZRWEVtbU1JeVVBSl9XVzd0Y1N6SEtuSllLV2QwQ2ZUMnI0TGIwNlM0TFU4eTJHQXQzd1M0bmhSU2l2ci1VT0IwQUJ1X1RaREotbGNlX1BWS0tOVXA4TTYxZ3Y2Q0ppUEVFQ2FCb0V6aTJGRVUxbTRhaFZnMFVZQVVyM2RBXzdfQkNEdEJiUlQzSVJKU3dpOU1lR193TUVjT0s5Zl9UdWhYbFU5SnJmRGpYck5GeVNEOWFEZ0t5UT09 |
Always get flamed for this but I'll die on this hill. IPv4 NAT is a good thing. Also took flack for saying don't roll out EIGRP and turned out to be right about that one too.
"You don't like NAT, you just think you do." To quote an esteemed Redditor from previous arguments. (Go waaaaaay back in my post history)
Con:
- complexity, "breaks" original intent of IPv4
Pro:
- conceals number of hosts
- allows for fine-grained control of outbound traffic
- reflects the nature of the real-world Internet as it exists today
Yes, security by obscurity isn't a thing.
If there are any logical neteng reasons besides annoyance from configuring an additional layer and laziness, hit me with them. | r/networking | post | r/networking | 2025-03-30 | Z0FBQUFBQm9DbVhRRFJvaGdwV0s4cGZDdzktc0RNT1F3bXNYQ19sMUZxbE5hQlJQXzZTcF9hRW82V2ZUYmtGUFhOOXItVm1MLWNmVWpPMkVYN1pWb3B1bDEwN0hRYUdQZkE9PQ== | Z0FBQUFBQm9DbVhRbGNBb25xX005WElxdk5JQ3hIZkRrdkE4cXVWcGxfZG9NazZOd2ZKdHN0TFg3Zk9Jel9Hb3Y5QUw1XzJHV2ZTV1ZxYXhQLUNsbnR0dmNCZW5mVjdLd3M3NmdFYVR1UGV0blFjSzVwUEJPOGZtcnh5VXVlNXVqeVRZNXdjOFlzTDJVNHVzNWYtUU1peEpFS1JieWdnMXNOeERoRTJrNks1MlFvdVBqUjNQc09RPQ== |
With Musk dipping his hands into Reddit, what other platforms similar to this site that will be safer are there? I appreciate the anonymity, local organization of protests, and seeing content from around the world before it's censored on Reddit. But I'm clueless as to what else there is that I can use to stay connected without potentially risking mine and my immigrant family's safety. Thank you in advance, and I hope that y'all are hanging on alright. ❤️ | r/liberal | post | r/Liberal | 2025-03-30 | Z0FBQUFBQm9DbVhRMThBaGk2akZVQnRUdEJENTZfLUpKWXN6ckpiRzRta0JWakVfMFhHYTlMZEpNZmN1TWNHdUhhazJ3ckV1WktaRm43UGRyV0FmSjhza1daNW8yaEhZU1E9PQ== | Z0FBQUFBQm9DbVhRSVJZcWlYbDhsM0E3a0ZMUW15WTlIRFVGUWxaZkZNVENQcUZlZTF1WTFZVzlrSEtqS2ZiRHM1NEVDZ1AxbDU5YkZOem96eDBPQ3V3N1pyX21VTlMxb2cwYzZvM0J3cUtSTm53bnpFY0FQQktZNzNNQ3N2WGN3QV80a0FjTGpHR0tMb293Vk5tbjZJb2xpc2NCQm1MbTl6c0ZhNDZuTGZQN24yY1N1TW0yb3BZPQ== |
Own your data. Build your dashboard.
1. One-click deploy \`[vercel-edge-ping](https://github.com/openstatusHQ/vercel-edge-ping)\`
2. Connect Tinybird and deploy pipes
3. Change base URL on /light
Read more → [OpenStatus Light View](https://www.openstatus.dev/blog/openstatus-light-viewer) | r/opensource | post | r/opensource | 2025-03-30 | Z0FBQUFBQm9DbVhReENGc0VRT2xaWUoweXRkRjc3ckh4dDU3NGRSNmNENE1GZGJFS29lb3FCb01DYzdjQmpldk9OLThMVjhqd2pRTU9KWURoZnRSSWFNYm9CSjVLUU43SGc9PQ== | Z0FBQUFBQm9DbVhRRXZPRGhnOFUtUzg1WHRqNTRQZ1VkTndGWlFlM294Y3g3TDBfcjBGUFk4UFNKSE8xdjlCYk9WQVJzM2gwT2VmUE5WemNpUW9UTkcwNnNPemthMS1sNHFVSmM0TXRrNXgxV2pHS0dIckZ1NzRqT1FuTHJJNnZKX2VqNE5GXzJsT2RnampoRG42UWo3VWNJMHFSSnN1NGdzMUV4c2RWamFKTHZfeWtXTVlJMVlNNkFtWTFxQjlZbGRJU3AtTTVYQlRj |
Hey everyone,
I'm looking to connect with fellow web developers. Whether you're just starting out or have been around for a while, to create a supportive group where we can hold each other accountable and share our progress.
A bit about me: I just started programming for i think the 3rd time lol. I keep on stopping before i actually get good enough to build something cool, and i want that to change. I have a cool app idea i want to build with next.js and supabase. Currently not anywhere near that level of coding though, i'm doing The Odin Project. And i'm at the foundations part.
If you're interested in joining, DM on discord: pabloexe
EDIT: This is the link: https://discord.gg/AkMVu5D8eR
Thanks and happy coding! | r/learnprogramming | post | r/learnprogramming | 2025-03-30 | Z0FBQUFBQm9DbVhRZGZsSnhtRFpFTDBnVnktb1oxWjhPNDlPNXA5WWs0cE5iTmNicGxRNnpJWlNhQzNkRDNhdGk2OTdVWkxTSlBnZkpQQVZuVjFJQ1NmaGljNlNwRkpGeGc9PQ== | Z0FBQUFBQm9DbVhRbjZKLTltdjc1bldyZ3ZHd0lhOUR2VmlLaF81VDhMcG5zTjYta1Fkd3RodlIyREJkc09LNU1RSHVCZW9zZWZxVGtpZVJuUVpEcWc1MGpzZmxuWU9mbmNiRDRPdWNTX2JDQjRKelpvY0lJMWN5WUZOOXI3NHd6dTVZaTVocV9pUVJ0bDYzZ0dSYUJRc0VJSnozLWRTZ1NwMDFlbEZCbVBSUGRqS1NTcFBESzhDb1RoRGwteGgtUTBBYTBIOGZPVnpyT1VQVFRxTHY4OWYxdFdTTW95OEluZz09 |
Nice to see the adoption continue 😎 | r/filecoin | comment | r/filecoin | 2025-03-30 | Z0FBQUFBQm9DbVhRM1NWVXdfMHhEVGVFNmtUcERGWmItMWp0ZVliUENLelQ4SG5wUE56dkNvQm1YU1FBeUxTWEQ2ZGZMeVR5aXZ0RnZySFRoclFkYnoxMzVnUDlIbU8tanc9PQ== | Z0FBQUFBQm9DbVhRSl9KYlNrbjJNdGJNdmZybDBWeFBjQjRCdnI4cmJWWjJkaklkWFNsSnhwQ19MeVcxVW1tUzRKanpEcWViOVhDOHR5TEpnazNlemRBM0VYS2RURUoyVkVHX2Z5ZUZLS1l5Q3h4ckVXbmlaR185QnY2bDNEa3lxanRXSkxURDV0WGl4emgwN0tBQkw4bnVmTkx2bVEzMU1EQ2hIMEdkbUtaeFU4bFU4MFoyLXFKU2tXczBXQjJjR1VYT01zX2FTVHJDVjRkX1R2M1JxQTlLNEl2V3ZxcVNMdz09 |
I'm averse to generative AI, but is this one of those if you can't beat em, join em type of things? Is it possible to market myself by making projects (nowadays) without shoehorning LLMs, or wrappers? | r/datascience | post | r/datascience | 2025-03-30 | Z0FBQUFBQm9DbVhRZXpISC0ybGViX0k2RkRpbTNteUt1UWF0ZllkWWY0THNwWEktaURsSmoxbDhTYzZuZzgzamxGYmF2TVlPLTJ3dzRVdXJRcnRYd1RMek1kdFdjakxTWkpoWVl5Sl9rMVJZT3pfR2R2UmNkdUk9 | Z0FBQUFBQm9DbVhRLXVBQzl4WmJzeUhJcXJYa296THdEQzc1WWlLaWlEaldDbUUtdTdVQ01NWno1RzdoVnl4TExWYmVlV2NtdV9QNXBoZjYwR3B4eWQ4eW5TWEZaZ3h6VWhqLWxTb0h1Z05jVVRWVTEtaGFYdkFZbnYzbm9CcVY1ejc1NHJ6Z0U5RVhBdDE3ZzQ4U3V0ZlZGT0NMMEgtbG9LLWFseHdFTE5BXzFOU3FBVENjbkZnPQ== |
This is great news for the ecosystem | r/filecoin | comment | r/filecoin | 2025-03-30 | Z0FBQUFBQm9DbVhRWUJVOHFac2hNRGY1Q0dOZUtXVy1Jc2RrTzVkbk40T1hibzZKX29PVHRpaU16RHBNd0Vjc2xMZGxnNkk0QkdxSjV0SHVabllYYmI0QmlQdnllcFU1RVE9PQ== | Z0FBQUFBQm9DbVhRLXh2LU9KamMwRHJuWXdDR2xvSzZzeTNDWnhWal9EVnlVcDhLMnZIZnRHejZJLXlHNDh6SVFyOFVBWFNoUHprUndxWG10VjJ1eEtDVTd5Qkc3ZloxZ2kzVDB1UUF1SVVpSzlhOGgzYmdFcldadk16UGUxRVhBdmZ4aFpvUXY2QkYxME5zUjN6M2p5aHBMN3NwSExUWWlMX0pOdzBBaXdQZWd6dEVDWkdVMU1lUWZhYUhlVVVlUmZCSG45RHVIRWIxbGRydTdxdUR6RDdfZEZaY0o1VWNuQT09 |
I am seriously considering leaving this field. I'm very burned out and am tired of the constant stress.
I'm a 'SWE' with 4 YOE. My current role is more like a support/sysadmin type of role though. I do little coding and more firefighting/maintenance and release work. Our release process is an absolute nightmare.
This job is brutal. We regularly work 70-80 hour weeks not including regular nights/early mornings/weekends and 24/7 on call support. Rarely is anyone on my team not doing something work related. Its way too stressful which affecting my sleep, which is affecting my body. Team morale is super low. I have to gtfo this job soon.
The wiki/faq says this about finding a more chill job: 'This is a function of your boss and your company, not the role'.
I realize this but this is job \*3\* in 4 years for me (all were 'SWE' roles). I can't say I have actually enjoyed any of these roles or even my internship before these roles. Both this job and my last one were way too stressful, even though the actual jobs had very different types of tasks.
Besides all this finding a new job in 2025 is nearly impossible for non staff level people. I have 0 time to do leetcode either so its not exactly easy to go and find something else. I am also very afraid of finding a worse situation than this, or landing a new role and still not liking it.
I like tech and find it interesting but right now my conclusion is I dont like \*working\* in tech. I absolutely hate the interview process as well.
No idea what I may do next but my first thought is anything adjacent to tech that I my be able to pivot to (IE something that doesnt require a new degree). Tech pays well but its not worth it for me. I make $150K but I would jump on a $75/k job if I only had to work M-F 9-5PM.
Has anyone else been in this spot before? What did you end up doing? | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-30 | Z0FBQUFBQm9DbVhRZDhvWEQyOTQzc1RHeDJvRnZlOHpwOWFVTVJwX29ISkRsSVR3ZlFzQ2c3TGd6V2pidkY4MHdyekNYNGYxeGVXeEEwSGZ5MmpMNm9YbWFWSlVkSVpxZ3c9PQ== | Z0FBQUFBQm9DbVhRa0c3cm1UaDhhUS1CTW5BNnZZZnBqNElSTThRTTZkamsyYkR1YXQxSVJVMV9zdHo1Q1gxQ3ZjRHZIYTc5VjdwVk4weTNzVlFUQnpPeXpjZXpNSXhEQlN4S0JnSVVya0VMQTR2c21FdExFand0UlFVc1N1T1N1aHNZT2wyT3hoQ0FOQUk5TG1XRGNYcGJkbmw0RUVQdjFWQVdqb2RfLWJtOXBIMldYd0l6THh3V0EzRXZzVTNvNGJwakduOWFHbnVwTktqVjBlRjREelNYaEpaZk9xWG43UT09 |
Sharing my thoughts on how the "generator-discriminator gap" principle has shaped my approach to AI implementation as a CLO. The article explores where AI creates genuine value for legal professionals (communication facilitation) versus where it creates verification burdens (factual research). Would be interested in hearing how others are addressing these trade-offs. | r/legaltech | post | r/legaltech | 2025-03-30 | Z0FBQUFBQm9DbVhRYmtUenhQN0ZmTThNR0tpbGp6TWNjRGgxaEZQZF95c2VmTm1ja0R2U3FzU0FXSG9WWldJSFg1RFFRcnN3U0NUVXpBdmxUQ1k0UDVBc2lNZnVpVk5VeVE9PQ== | Z0FBQUFBQm9DbVhRZjFWRlFOdkxwcXRqZjZJbXJwOTUwamF3dXotSnlBeE9rVDZlMng5NkFRU2NlN0ZNSE1rdW5Ib0xBZG9RR3p1YjhZRlp3NVJhYjFXYmZDV1RCdmVDVXlldTRlbnBRS0ZEazNFNHNUbi1wVmFvVVFUbElyWTJwSUhUZk9GeXlEanRPN200WGZDNU1nT3NMNWxjTjdpLTJSd29fU3dPaGJmcjlTNUZsckVWRXhhenN0VlR1N0tqQ2ZaeUNtdDY2elZu |
Hi guys!
Good morning/good evening!
I wanted to know a few things, like, will [FCMP++](https://ccs.getmonero.org/proposals/j-berman-3months-full-time-9.html) protect against statistical attacks?
And what's new about [OSPEAD](https://ccs.getmonero.org/proposals/Rucknium-OSPEAD-Fortifying-Monero-Against-Statistical-Attack.html)?
| r/monero | post | r/Monero | 2025-03-30 | Z0FBQUFBQm9DbVhRY0FvNVJiTEs1VlZheWxUMlVhOFk3OThmdmFTVUh1ZE9YSllmZVpGU29nc2JfQlc0WUdJTHZhcXFRdERyaFFKTnNPU0xvUHZSMGJQWjE4a3FQbTJ0WHc9PQ== | Z0FBQUFBQm9DbVhRWjNsRW9VM2M0ZWJwcDNhLTVfN3lkZU9WQ0MwNFNsRFoxUVk1R0Q5TThPUl9LWE9HT1Excm9rWG1weHVwSTRlZjdWaHIzOGRuY3lnOXF1WEZsdy05TmNOcjV2MV9nOC1Cd1FQVGdOUnV0RkpKWEFHa3FGZE52dFp0amN2R0U2dW0ySEpNa0lxNExMTGVVVWk3NzJIeHNvdmNvZmd2a0w3TXVpYWN0aEo3MjNnTk5HUDJEcHBGLUdyUTVzSjhkTzBCWXhIY0xPOWdyREY2M2cwX2d0RkpWdz09 |
Really excited to see early results from Wan2.1-Fun-14B-Control vid2vid Pose control LoRA! It's great to see open-source vid2vid tech catching up!
Wan Control LoRAs are open-sourced on [**Wan's Hugging Face**](https://huggingface.co/alibaba-pai/Wan2.1-Fun-14B-Control) under the Apache 2.0 license, so you're free to use them commercially!
Special thanks to [**Remade's Discord**](https://remade.ai/join-discord?utm_source=Reddit&utm_medium=Social&utm_campaign=wan_vid2vid&utm_content=deeplearning_vid2vid), for letting me generate these videos for free!
| r/deeplearning | post | r/deeplearning | 2025-03-30 | Z0FBQUFBQm9DbVhReVdJOU56RnF5ZnhhSEJRRUlaR0Fjc2dMakZXYjQzcnpUQ3BIRnUxMU92dXhFSUx5Q2xFX292RUQzS293Q1RUcFdpeVEycGtlZTMtR1J2QUM2OFN1dHZ0dkFHRzE0dDB4QXlVRENhR1F4b009 | Z0FBQUFBQm9DbVhRNGFra2xDcW9MMTlWdEFGMk5odnFjWGFONUR6YTh5Qm5XZi10eUxvNTY3S3dGQXltSEN4SDZuRnN1elVwNjB2aFJPWU9ZVnFjMkhSVmJXLUs1VUUweVlsUnNhclJDUVZnZFg5blNBTllRcFRsUnlQdnZzUVV0UTRORVJoMVluZ2sxTGZKSHB3Z180MnZ4cEhXcXBnNE9WRnhxOWFPRmVoQk1JWFNCczNoaXlCNS1ETlc5UV9ZUHVFVlA5aXVzMHU1R0ZVX3dmRmgxWDRhcHFGM2xBNlQ2QT09 |
I see the claim all the time from Republicans is that celebrities should not have political opinions, regardless. Yet, Trump was also a celebrity and they elected him twice. I mean Trump had a Hollywood star before we got smashed and he was many cameo appearances in popular movies and TV shows like the Fresh Prince of Bel-Air, the nanny, home alone 2, sex and the city, and the Little Rascals. Heck, he was referenced and parodied in pop culture most of the time like Sesame Street and Back to the Future. Tell me, why did a celebrity like Trump got elected twice while republicans say that celebrities should not have political opinions? | r/liberal | post | r/Liberal | 2025-03-31 | Z0FBQUFBQm9DbVhRWllxcFk4eE5QaEs1SjJtS0JVYmRibVptdnRhRTl3ejV2Nkt4SXgxVkhGNXNnTndIU1RuZC1mQTl2dk1vZFBfV0VkOWxUQ0Y3NkhGU3RkTjR1ZTdxR1E9PQ== | Z0FBQUFBQm9DbVhRQWllY192SXgtWUlYMjFpOEs4aDFCTkllelNtZjR6bTRPVWxBT2ZwX1ZwdnFBa1BQbDYzcWlPYkQ3RzRza2tBaWx0bU54SjNHRk1CaFBnakFiUmdCRHFMRUZUZ21IekFYVXFCTXhjX1lXT0JHTkdHUExoQy1pNDhHNVEyWjg2SWJVanotTTlBbnNYTGt3aEFKSzhKMEZ4aWhmTkZWTjJpdVN3TUktZXAxbDNvQmJFa1MxUGtLbXhkdkNLZEFkSUVJ |
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Please remember that this community is geared towards those with experience. | r/machinelearning | post | r/MachineLearning | 2025-03-31 | Z0FBQUFBQm9DbVhRQ3FhcndueXdyQVB4TGtlX3JMbXBZYUlYMkl4djRIdzBvb1YwN0FWVjRXRFlpTEVrd1p2SmQwQUpuS2hwaDQwSS1mSWJERm1NWGRzNG9VR2oxN3M5dHc9PQ== | Z0FBQUFBQm9DbVhRTjA5eGViQV92YVdtWW10VHlYakVLYUs3NzVsS194eDFWRS13cnRMS2F1aG04OG1uTW9OZm9ZVnhWSHZQTzdrc1RNSmhQWks1TzZvZjVnWU1pXy13VkFGYUVwSzEyZVRvYVNMbGVFLThhM0ZRVGh2eHQ5OVFRUWJmWWdaUFpKN3RodmxwakJ4TFFLWVhWaGFFSC12blhENGVsNC00MjRiT0RNSjY5NUFWX0VROFNvM0J0Y19ySkJSR2dwa0lPdC1FRjl6MlpUX3FLY1F0UHlnMGNLODV1QT09 |
If so what's your favorite kinds? Do you have a favorite narrator? | r/worldpolitics | post | r/worldpolitics | 2025-03-31 | Z0FBQUFBQm9DbVhRV1piSlFhMTlNbmxRLXppOGFDQWdIa3NjTUM4U1lJVHZfMXlXTm1CbEtOLWhITDFXM0QtUmJKOGczRkJVSUNlODBhN0Jpa1ktaDNnN0FMMXl1OExGb1E9PQ== | Z0FBQUFBQm9DbVhRNG5EZWJiVE1oUDNZRzRjU0trTHVKWnk5WnB5Qk5Fbl9IUFdvUFdfdXFSZ2k3M2dFbjZrbzBJWjVsdFJpQ3FqdGJ6ZlBsWFZNY2RBSHExVy1rSFdmZEtfOUZqdVFjemh4VzVtUnNNNUNPeVR0ZXNrWEVqZmJTbkoyUHJWZXFnNUwzLUZMTVBfZTZMTDh4NURER0l1N0NOZS1qUXc3MjE5VXZ5dkx3TGRxcDU3THBDZ2dxbXRuX0sweV9KTDdWNS1N |
Yes, this is very interesting. I was educating myself through a number of prompts with AI to ensure those who asked me questions about AI understood the context of the responses they were getting, what they may not be getting, and what data major LLMs actually consist of (possibly/simply due to what is massively accessible and economical). This was the final result of my quick self-education session. I'd like your thoughts, specifically on what AI models I could personally play with that may bridge beyond dominant narratives and potential bias, and that can lead me to a deeper truth in response than the larger widely used models can give me.
---
## **The Shadows of Knowledge: What AI Reveals, and What It Misses**
Imagine truth as a perfect, multidimensional shape—complex, intricate, and whole. When light shines from one side, it casts a shadow: a triangle. From another angle, the shadow becomes a square, and from yet another, a circle. Each shadow is true in its own way, but none captures the full form of the object. This is the nature of knowledge, and it is the challenge we face with AI today.
Most AI language models, like GPT-4, are built on vast datasets drawn primarily from Western, English, and dominant cultural narratives. These datasets are expansive but incomplete, reflecting only the shadows of truth cast by certain perspectives. What this means for your use of AI is simple yet profound: the answers you receive may be accurate within the context of the data they are trained on, but they represent only fragments of the whole.
---
## **The Light and Shadows of AI Training**
AI’s training data consists of vast libraries of books, articles, websites, and research papers. Yet, this data is disproportionately sourced from literate, digital, and Westernized cultures. As a result:
- **Western Philosophies and Narratives Dominate:** Concepts rooted in the Upanishads, Buddhist sutras, or African oral traditions are often absent or filtered through secondary, Western interpretations.
- **Marginalized Voices Are Underrepresented:** Indigenous knowledge, oral histories, and minority languages are rarely digitized, leaving vast reservoirs of human wisdom untouched.
- **Truth Becomes Fragmented:** Without the inclusion of diverse perspectives, AI can only offer partial truths—shadows of the full shape of knowledge.
This isn’t to say that AI is inherently flawed, but rather that its knowledge is limited by the light we choose to shine on the datasets that shape it.
---
## **What This Means for Your Use of AI**
When you interact with AI, it’s important to recognize what it knows—and what it doesn’t. The systemic biases in its training data mean that:
- **Dominant Narratives Are Reinforced:** AI often mirrors the perspectives of those who have historically controlled the flow of information.
- **Non-Western Philosophies Are Overlooked:** Eastern traditions, indigenous knowledge, and oral histories are often excluded or misrepresented.
- **Incomplete Worldviews Are Perpetuated:** The answers you receive may lack the depth or nuance of perspectives outside the dominant narrative.
To put it simply, AI provides a version of truth, but not the full truth. It’s a reflection of the data it’s trained on, and like a shadow, it can only reveal part of the whole.
---
## **The Limitations of AI and How to Address Them: A Comprehensive Guide**
AI systems, while powerful, have inherent limitations due to the biases in their training data and the contexts they miss. This has broader implications for how we trust and use AI-generated responses, especially when it comes to cultural representation, inclusivity, and knowledge diversity. Below is a comprehensive guide that merges key insights and solutions to address these challenges.
### **1. What Is AI Trained On?**
AI models like GPT-4 are trained on vast datasets composed of publicly available text, including:
- **Books:** Digitized works, often skewed toward Western literature and academic sources.
- **Websites:** Publicly accessible content, such as blogs, forums, Wikipedia, and news articles.
- **Research Papers:** Scientific and academic publications, predominantly in English.
- **Code Repositories:** For models trained on programming languages.
- **Other Written Texts:** Social media posts, government documents, and more.
**Key Limitations in Training Data:**
- **Cultural Bias:** Training data is disproportionately drawn from literate, digital cultures, leaving oral traditions, indigenous knowledge, and non-written forms of human expression largely absent.
- **Language Bias:** Models are heavily trained on English and other widely spoken languages, underrepresenting minority languages and dialects.
- **Temporal Bias:** Training data is often outdated, capturing knowledge up to a certain point but missing recent developments.
### **2. What Context Is Missing?**
AI models inherently miss contexts that are not written down or digitized, including:
- **Oral Traditions:** Stories, histories, and knowledge passed down verbally in indigenous or non-literate cultures.
- **Experiential Knowledge:** Insights gained through lived experience, intuition, or non-verbal communication.
- **Ephemeral Knowledge:** Information that exists in transient forms, such as rituals, performances, or conversations.
- **Non-Western Perspectives:** Many non-Western philosophies and traditions are underrepresented due to the dominance of Western sources in training data.
**Why This Matters:**
- **Incomplete Worldview:** AI often reflects dominant cultural narratives while ignoring marginalized ones.
- **Bias Reinforcement:** Missing contexts perpetuate stereotypes or systemic biases present in the training data.
- **Trust Issues:** Users may overestimate the completeness of AI responses, unaware of what is missing.
### **3. Addressing Oral, Experiential, and Ephemeral Knowledge**
**Challenges:**
- Oral traditions are rarely digitized, and even when they are, they may not be in a format suitable for AI training.
- Experiential knowledge (e.g., intuition, lived experiences) and non-verbal communication are inherently difficult to codify into text.
- Ephemeral knowledge, like rituals or performances, is often undocumented or poorly represented.
**Solutions:**
- **Expand Training Data:**
- Collaborate with anthropologists, linguists, and cultural historians to document oral traditions and ephemeral knowledge.
- Incorporate multimedia data (e.g., videos of rituals, audio recordings of oral histories) into multimodal models.
- **Fine-Tune for Specific Cultures:**
- Partner with local communities to create culturally specific datasets, such as indigenous oral histories or Vedic scriptures.
- **Adopt Multimodal Approaches:**
- Use models like GPT-4 Vision, which can process text alongside images or videos, to better capture experiential and ephemeral knowledge.
---
## **The Path Forward: Illuminating All Sides**
To build AI systems that better represent oral traditions, experiential knowledge, and non-Western perspectives:
- **Digitize and Preserve Oral Traditions:**
- Work with communities to document oral histories in text, audio, or video formats.
- Ensure datasets are ethically sourced and used.
- **Focus on Multimodal Models:**
- Train AI to understand and process non-textual data, such as gestures, rituals, or performances.
- **Promote Inclusivity in AI Development:**
- Involve diverse voices in the development process, from dataset curation to model evaluation.
- **Invest in Open-Source Initiatives:**
- Support smaller companies and projects that focus on minority languages and cultures.
- **Educate Users:**
- Teach users to critically evaluate AI responses and recognize the limitations of current models.
---
## **Conclusion**
AI systems, while powerful, are inherently incomplete and biased. To address these limitations:
- Expand training datasets to include oral, experiential, and non-Western knowledge.
- Collaborate with local experts, NGOs, and communities to ensure accurate representation.
- Invest in regional and open-source AI initiatives to fill critical gaps left by global players.
> To create AI systems that truly reflect the multidimensional nature of truth, we must recognize the limitations of current models and actively work to address them. This isn’t just about representation—it’s about understanding the full scope of what is possible when all voices, all histories, and all perspectives are included.
In the words of Plato’s *Allegory of the Cave*, we must step beyond the shadows and into the light. By doing so, we can build AI systems that not only answer questions but also inspire us to see the world—and each other—more clearly.
By addressing these issues, we can create AI systems that are more inclusive, representative, and effective at capturing the diversity of human knowledge. | r/aiethics | comment | r/AIethics | 2025-03-31 | Z0FBQUFBQm9DbVhRYnJURkhlYkdvb3ZsVXhSbUNxTmVaQ0hKdzJUOURhbEhYR1kxaDBQM0E5ZFlnbkc5d0U0TXl1TjZGQjNyYnRGZzlDOEtSUlpTRWlpSlFXU3RnWUxaaHc9PQ== | Z0FBQUFBQm9DbVhRZk1Hd3dNRlliMXpGb2JHM3MxTjE3UVU1VVotYUpCOE55R0hMeHBvOGFNMVo1QUJ6NXAzQ2dfdmpxNU56a3pCY3pwVmFkMjctaEVVNjVjZ2tIaTMyTEtTbGNYTmtSMzRQV1RtNllRblBrTUFLSzlHTzc1OG01QVNmX3ZpSDcxR0Z3dXp2UDBnQklrQXZFeDRsc290THUtRVhlWTduX3lUTndWNUxHZGFOcms1dGZMNjVkRnBuMV9VTEpzUDNYenFP |
Very interesting! I’m looking for a Reddit community where discussions like this are held—whether it’s about AI, relationships, or workplace dynamics (particularly in the context of **Golden Age Leadership**). I recently asked AI to explain what I found at the link below, but I’d love to join a community on Reddit that focuses on topics like this. Does anyone have recommendations for relevant subreddits? [https://www.reddit.com/r/AIethics/comments/18n1stq/comment/mkmqrcq/?utm\_source=share&utm\_medium=web3x&utm\_name=web3xcss&utm\_term=1&utm\_content=share\_button](https://www.reddit.com/r/AIethics/comments/18n1stq/comment/mkmqrcq/?utm_source=share&utm_medium=web3x&utm_name=web3xcss&utm_term=1&utm_content=share_button) | r/aiethics | comment | r/AIethics | 2025-03-31 | Z0FBQUFBQm9DbVhRaUo1SUlLd20tdmM5X2JEYy1RZllTM3NfSG91QXBoc3ZYUVhBX25xVjB3aWpFaWlsX0djMUkzZDdIMWhKSEx4NV81Vm9KZTJQckZjSmJqOXJrMmtwT2c9PQ== | Z0FBQUFBQm9DbVhRWTNmb2d0bE9wVXNfUDV0SFFHQ0JvWjRYRE5XZTlwYnlvVEhxeFFsN3NIYlEzZENqVmVnODlvZzNyNTZTSWxBR1hWRUNFYVEyYWhVQlU2dVJzRFZmeUtTVEozWnZUc2ZGVkptUjdua2ZjZlh4UHZnQ0lIczlIcEpvZHlHOHJqT2RTZjBPZVlWQ01SV2h5WFF1UV83S3hkQVZxTkQ3U0hURGhLSXVhOFdGWnphN0VKM0dGak04ekwzb2VIeGYxNmlw |
Welcome to this week's entering & transitioning thread! This thread is for any questions about getting started, studying, or transitioning into the data science field. Topics include:
* Learning resources (e.g. books, tutorials, videos)
* Traditional education (e.g. schools, degrees, electives)
* Alternative education (e.g. online courses, bootcamps)
* Job search questions (e.g. resumes, applying, career prospects)
* Elementary questions (e.g. where to start, what next)
While you wait for answers from the community, check out the [FAQ](https://www.reddit.com/r/datascience/wiki/frequently-asked-questions) and Resources pages on our wiki. You can also search for answers in [past weekly threads](https://www.reddit.com/r/datascience/search?q=weekly%20thread&restrict_sr=1&sort=new). | r/datascience | post | r/datascience | 2025-03-31 | Z0FBQUFBQm9DbVhRSDJIbGNrUjhGdlgwN3JDVW9KRURQT0I2dHhXV1NpX2g4VTNLR0tBUXJDVnVmRkN0THJfWlVoTVFyOEN0d1M3WjJzeXRmMVQzU0FKWFozVmFGRW42T2c9PQ== | Z0FBQUFBQm9DbVhRZW9MWmVmY1ZUZXIwbFMwaVFKbWpNajY3T0Q1MWhabDRyZkt1Wi1jRE9UYUVkaWF3cmJLZUtVdTlUU01xeGM0Nl9CN3dJaGZkVGZYcHhKZ2wzbnB4Tm1HRmprakhSTkFtTGxBYS1QbVJkZ3VUcHBURkl3RDUtb1U5ZDNfeXRCYTNNWlh5dHBmdVVIazQ3cUNldDZIM09yMkZWa2VqOGZMcnZVa0R3MElvbmpKMWVkaEhLbXRpQXlhRFRqQmFLUS1Ia1d1a3pMeVB2MERCZGlGX2xoNHVfUT09 |
I know this title is going to sound like a partisan attack to some. But, I'm wondering if we should be seriously considering the possibility that the US president is an older man who has experienced notable cognitive decline and is behaving erratically.
When Trump is discussed, you will occasionally here people using the term "sanewashing". This means acting like Trump's ideas are saner than they really are. His supporters want to believe he's playing 4-D chess. His opponents want to believe he has sinister intentions. But, could it be that his behavior legitimately does not make sense because he is unwell?
The man is currently threatening Canada, Greenland, and Panama. On the campaign trail, there was no mention of the idea that he might try to forcibly expand US territory. No one voted for that. I don't think his own party is on board with these ideas. These ideas seem legitimately crazy.
Not that long ago, he was calling Zelensky a dictator because there haven't been elections. Later, when questioned, he said "Did I say that?". Now, he is apparently angry at Putin for questioning Zelensky's legitimacy. Is he seriously confused?
Some people want to believe that Trump is attempting to implement madman theory. This was a political strategy popularized by Nixon who wanted US adversaries to believe that he was capable of anything. But...could it be that Trump is legitimately losing his mind?
There's an argument that the world has a problem with aging leaders. Famously, people began having doubts about Biden's cognitive ability. There also might be reason to question Putin's mental state. When asked to explain the war, he begins talking about medieval history. And now, the US is led by a man in his 70's whose behavior might be described as erratic.
I don't want to be agist, but it’s an established medical fact that older people experience brain shrinkage and cognitive decline. In the US, we've seen examples of older politicians (like Diane Feinstein) who noticeably decline while in office. There's a problem with people continuing to elect well known incumbents, not realizing that they are losing it as they get older.
Should we be seriously worried that the current US president is cognitively declining? And can the US system handle that? The US presidency is a very powerful office. Does the government self-destruct if the president loses their mind? | r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-03-31 | Z0FBQUFBQm9DbVhRWm1pSzdwbVR3V05DMzJSam9NV3VBcFN3UjhJZEpfQ0pma0hTV3F2WjEtOUR3S3ktT0I5MlpVdUJNUFU5R1BaQWdOSldZSDZMQmxLR1hmZXYzM3U2dmc9PQ== | Z0FBQUFBQm9DbVhRdWVFNHRNZ1lGMDZSejQ5bm9LVjVPNkZrdXczcFVxQ0pIekUxQ0NCMDZkRHZEMTZUQ1k1ZVg5aXBxZnpOX3NEQ0dySWw0WUhZd29kUHl1RzE4b3NpdHA1azA3Vm00QmgtV2JfTGJNdDVSUlhzZmZFcGFXZG11UnRmRWdTU0ZJREFQTmp3ZEM3bVZ4UlFXbG5KVjJScjNiTDgxa0d2Vkh3S3haUFdvSnFNaEk1emduOGdLOVMxaXVEQWw4ckFlbndFcXZFcGdrR0o0VG9UZG8tN0h5akJtZz09 |
Hey guys,
First of all, I had a great income because of my business. Got like 500k after tax after 6 months. I got into crypto, first only investing spot, then I saw what you can win with trading. Well, wasn't the best decision. I lost 20k and then I tried to get it back and lost more.
I hate myself for that. What can I do to not think about it anymore and just move on? I still have my spot and will keep it, but nothing will bring the 100k back. Should I just leave it here and take it as a lesson? I think so. But after losing the great amount my brain just realized it.
Edit: repaired weird words in the text | r/cryptomarkets | post | r/CryptoMarkets | 2025-03-31 | Z0FBQUFBQm9DbVhRT1dIckw2N0NxMUNfRU9vVnRfVXBBcVYwQVNBWmppUGVfcURyNkdYa2tCQWY0NzJDSVBHRGs2RE9GVER2STdkY1V3bHZqU3ZqVllBRWV4T1ZKMFJlRVVKdTBQSzJkQnROQU9xNXozbG5kN0U9 | Z0FBQUFBQm9DbVhRRFlrdElMbGo5NjVDb3BRaXA0em5MSl9jeVpodlE5Ti16RDdnVExBSUhCMkpkUUZtbUpZYUROWmtoYWwyYzI4NDRVX2RfLUJGWGp6UlNMZnNQdTZkS1FETmp3OHpGVm96aWFITkk2SDQ3VXhhTVg3LXRYRVlEWm9MeW5qRVZTbkI5VG5zc09sUEV5WjVEaGhDTTZPNGdrb25XUDU4bktyNWhEMkJMcDdpZHlJPQ== |
I once had an interview where the guy told me “we’re like a family here” and then proceeded to explain why they don’t believe in “strict work hours” (aka free overtime). Another time, the interviewer kept checking his phone and didn’t even remember what position I was applying for. The worst? A company told me I’d be paid in “experience” for the first six months before a salary would be “considered” 💀
What’s the biggest job interview red flag that made you run for the hills? | r/careerguidance | post | r/careerguidance | 2025-03-31 | Z0FBQUFBQm9DbVhReGlfdVF0QXZOdGNvMFZQOE1MSUpoeFc2Zy1DcHhDNHhGdE0xYkNBSFJETlVmTmxzYnFmQjhLdERDNktweVhBbG1aZjhFSkY3ZnhhNTZsQ29kWk5ydVE9PQ== | Z0FBQUFBQm9DbVhRbEEwa29nam0zd3lDR3VLemtWVE5vZkFPTTk3R3BuMGJiV2E2RVZNR19sVG5nd1dkS2dlNWJwNGRwVlN6MXZIYXhXWkJ3azZneWRDWEVzOXk2YzQ3bDBDRGY1VzZrWHlGODFud3BHMmFTSHI2eFNHRlZVRGNRMjJtdG9FTjVaQTFreDA1a3ZzWmZBMjJYQUxBZmlyc2tldkNHY3pQYkNDdlBZVnZIUXVyanptUi1YSmpEVDJvZy0ySmdzS1M1YXBVaGZmN21uYVRyTkFOQjNnakxZU2tBdz09 |
Just crossed with this interesting [Tweet](https://x.com/MerlijnTrader/status/1906406067107750092) that shares the following chart
[ETH \/ USD 2W](https://preview.redd.it/rl9958qeryre1.png?width=2323&format=png&auto=webp&s=ffb89a38de1cfab5759c4ea68cb69c73f1423303)
**If history repeats, ETH will make legends once again.**
As you can see in the chart above Ethereum price is revisiting a very important accumulation zone that has historically served as a trigger for insane gains. In 2017 and 2020, ETH spent some time in this green area before waking up and leading to a massive bull run that changed lives. Now it is 205 and we are again in the same region.
This is the area where conviction and trust pays. The past has shown us that those who accumulated here saw returns they never imagined. Now, Ethereum is more mature and has a huge ecosystem on top of it, it has also institutional interest and it is dominating DeFi. The real question is: Will history repeat?
If ETH follows the same path, the next cycle could send it a lot higher than previous all time highs., $15k incoming? Unfortunately crypto is not just heart and volatility is part of the game so are you ready for what comes next?
*Disclaimer:*
*The concept and ideas in this post come from my own thoughts and everything I have seen online during my three years in crypto. Any resemblance is purely coincidental. This is NOT a financial advice.*
Source:
* Tweet: [https://x.com/MerlijnTrader/status/1906406067107750092](https://x.com/MerlijnTrader/status/1906406067107750092) | r/ethtrader | post | r/ethtrader | 2025-03-31 | Z0FBQUFBQm9DbVhRcjdsNUt3WGdGa2k2VzRZWUplaUFzNDhjODI2cWcwSURGYjV5eElUdUM5Z3k3ZWRFMFF0UmFGRXpiODlmOWItby1Cd3J5WkhnMTRBN0ZqR1NtdFB0dlE9PQ== | Z0FBQUFBQm9DbVhROVo4YjBDc0hsU0ZMbmR6X1BlemdQS1o0Z2Y1N0w4TldNVTRNM0ozQ182RGY1TVBXdTQ0Qjk5eUc4Uk1JUmswYjNHZVZ3aUJ0SGdrSVFMVWE0Mlduc1pBVTYzS2JZQTVNNDBDQUF0a0MzMmhaVGtaczQtSkpoZUwtOVZILTVzWXZCQ3FtSXRFUEpWdkJFZEhKbEdlVFFCNUFrTzdYbzEyOVBPYzNoYm1kSWhRX29oMkEwNFJURlkwTkxkZGNaWXdocU1xVnFzSGtQX1NLS29WcUhMZ2VEdz09 |
I’m starting to see Unlimited PTO as a new benefit in job postings, specifically in Director/VP jobs in healthcare.
We’re pretty understaffed and getting leaner to survive, so I typically just cash out my excess PTO when I hit my max PTO limit even though I would rather use it. Plus, if I left my current job, I have that PTO bank that gets paid out.
Unlimited PTO seems like a bit of a scam because I think they know the managers don’t use it as much and then they avoid a big payout on termination. And anyone that abuses it and uses more than normal could just be sacked for underperformance. Otherwise, what’s to stop me from taking PTO every Friday and Monday? Am I missing something? | r/careerguidance | post | r/careerguidance | 2025-03-31 | Z0FBQUFBQm9DbVhRZEEtQlBuVnNzVGZxY3BySlhTUG5tbmdTYkoycy1VMDdwejVfcTdZOHZ6VHlNVC0tS2gya0FPdlJDZzhfQzQtZzYwcHdXelRLZWt4ME80RmVQblZZOVMxd1VvRVJsQnpxbENqNWo3akxuTlU9 | Z0FBQUFBQm9DbVhRTmdaVl9PY3Z3VGhsYzQ5dFAtRHE5UWFDMUI5V3pVeHJJU1JpeWRaT1lGbjNHbTFhU3piSEZQUzJacnpwWHZPeEJQbDFZdmF0QWYwZzdpMUlQdGZfY3BWc016dmxfNXJueWF0MW9ndkVRTDRNLU1hcDVpNzFYTXVLT1ZCRjRJT2FJUWU4RHlINHg0eG1MbTY2aERLdXhQMGk1N3VMTTNmaVpiQ1dLOFpwYmNYbzFhTmVrNm93cFNqcU5yemwyRDFkVWRldFpwX1VsRlBWTWp5YWFoZWFyQT09 |
I'm working on a credit scoring model.
For a few features (3 out of 15), I'm getting high Information Values (IV) such as 1.0, 1.2, and 1.5. However, according to the theory, the maximum threshold should be 0.5. anything above this requires severe investigation as it might indicate data leakage.
I've checked the features and the pipeline several times, but I couldn't find any data leakage.
Is it normal to have high IV values, or should I investigate further? | r/datascience | post | r/datascience | 2025-03-31 | Z0FBQUFBQm9DbVhRTHA4eW81MXBMWnJ0X01oVnNGQ0g1OEo0Sm5SZVFqWldDZ3cxUnVTNFV5RDdZbTdZMFRXMWRLb0ZWVDhfek5xVHdhdnNOT0lJVENJLUJ5XzlVUG5YSUE9PQ== | Z0FBQUFBQm9DbVhRVG01NVgwNk85Nl9LbmJVbUlpb2REdjFrMGw5NHVPWF9jTG5WeEx5TFJQLTRxVnN0M2tjQWV2MUlzVzdpVGxpcjk0MU9HckNOcExKdEgzeTZmYUpfeF9vcHlkSnBhbzdoTGEta3JPX3dyNFBpNG9ScWp4bzVVQUVZVFRjYWdqTkRKQm5vOFBILWI1MlBoYkxfc2V2WExpRklLUjNhNWJJS3Fhbko2QXdEMV9UV3dEbHJWaU1lN2ZXTnJBZ09HdmFPNGc2Nko0NDd4aGJjZDhCeVNISWZZQT09 |
Hey everyone 👋
If you're into time series analysis like I am, I wanted to share a GitHub repo I’ve been working on:
👉 [Awesome Time Series Papers](https://github.com/hushuguo/awesome-time-series-papers)
It’s a curated collection of influential and recent research papers related to time series forecasting, classification, anomaly detection, representation learning, and more. 📚
The goal is to make it easier for practitioners and researchers to explore key developments in this field without digging through endless conference proceedings.
Topics covered:
* Forecasting (classical + deep learning)
* Anomaly detection
* Representation learning
* Time series classification
* Benchmarks and datasets
* Reviews and surveys
I’d love to get feedback or suggestions—if you have a favorite paper that’s missing, PRs and issues are welcome 🙌
Hope it helps someone here! | r/deeplearning | post | r/deeplearning | 2025-03-31 | Z0FBQUFBQm9DbVhRUWlYcnJMdUw0bzlTS1dYekRicnM1MTRmanBibVV1alVnMVBjM1AtRXVsTzN6Y0g1ZXk1T0Q2dWNtMk9VX0xIZ1FmOU9hcWRCR2ZrYmhrZ0REU1hSakE9PQ== | Z0FBQUFBQm9DbVhRVXlmdEJtVUE5aTZCM0g2Rm9sbmIzV0JqV3pxWVhTelVaTkpJTDlIU2V0RjE1cHVnMjFHbHdNXzllVHdBbXBLbVFlSDZaSTJfTE8zX3VyeHN6R0I0T2Q1bmdib2Y1UUt0M0NTUXBleDRZYXgzZ09ZQjlZOEhFSllkSWdQb3JNem1FbUs5SlM2YU5OQmc1WTBSTGVMa3gxOWxqZW5sQktjc2ZmNW1yLTdrdVRCUHYyQ3hzcjhxR1ppanFybW9UdEJpdENHd1lMOGhzS3BfVkxhbEo5b2lZQT09 |
>*Our $BCH wallet has been disabled for maintenance. We will update this thread once the wallet has been re-enabled.* | r/btc | post | r/btc | 2025-03-31 | Z0FBQUFBQm9DbVhRYnVBMmFrc3RDMkprc2FXRUF6SkpvVlpHVF9PRURkaGVPSG94NlM1VXgyR2FSVzF2eEc4bWtPZVlMM0g1OFpGZW5DdGw3LWU0SXduQ3JNQTJxR2hndmc9PQ== | Z0FBQUFBQm9DbVhRTjBOUFFwR0xlQlRVY0VWaU4yRzJGeXpLbzVXWWItWnA4WVV3SEwySzZ0UTRwYjN6Q0JRZDFCaU1nQkM0dVpqdlVNVnlGTzhEbTItRTVWYllfT05VQzNOc2ZhdXpPbUZJYVVIdGJGM1RyWHRHSTJfYWhhYUpoS01BNTBRbkVIdU93UTJWdTZqRGdNNGlWZDZ1VTk2aUVORHp4Zm95WDViOGx6WkNrRVEzejVFPQ== |
So, when TAC gets involved on some appliances such as ISE or DNA, they execute \_shell, it gives them a base64 hash, they copy it, run it through an internal keygen, and then paste another random base64 string.
I am sure that process does not require internet access; do you think is a simple keygen that looks more complicated with base64? | r/networking | post | r/networking | 2025-03-31 | Z0FBQUFBQm9DbVhRV0U0Um5rcjNqdlQtSEM2M2VCZUpaTUhmN2ZMbzNCT1NVM0h5cGVlbnQ5ZFhaQ1I0ZWp6bk9HWFduQzdCTmRiekdLQnE2Wl95VXhpUnpCbnRGMGhuYXo1TXh1UXIyazdpc1hScFpBTF9NUVk9 | Z0FBQUFBQm9DbVhRNlRuRDdITnN5Tk03Y2g4TzFpalU5WFJ1TjRSblhmNXNqSG9MNHJDcEVKN1hVVTlLVUJkVUx5cXd2M1YwTVEzQzQzc2Z1Ujh0aFpYWnFqV0dlbFdOZFBVM0V5d29ZdnRZbEJfSXJkdVMtd0lDRFctUUwwMEo2cmUwcTY4MG51T29RVmgzUTJGV1M1ZmRsb1FhYzZMMXdjSERjRDl6U1FNeEtnMkdMbDl3cjFhZW4yTWNUOTNBWHdkUEtaa2VFa254b19lZUZDb3lHajQ2UDhyYnJYbFZTQT09 |
[https://www.thetimes.com/sport/rugby-union/article/qatar-saudi-rugby-world-cup-uae-bid-6gvz2jx3m](https://www.thetimes.com/sport/rugby-union/article/qatar-saudi-rugby-world-cup-uae-bid-6gvz2jx3m)
I am sorry if you can't read this because of the paywall, but equally sorry if you can.
Highlights include: changing entire rugby calendar so it can take place there in the 'cool' winter and changing the rules to allow gulf states entry (and presumably get Wales a few wins).
I hope this dies in a ditch for so many reasons, but rugby is obviously desperate for money and the countries in question have obviously seen the benefit of sportswashing in football and boxing, so who knows.
| r/rugbyunion | post | r/rugbyunion | 2025-03-31 | Z0FBQUFBQm9DbVhReFR6azczN3BfVGxSeTNPeURZN21wOUJodkdMOVVlTUFoSDdXVGx6QnNoTElzdHczSmtHeTF5QUkwb1FJQkhybk83bVNHN1BNSUxpQnpvM3A2SVoyY3c9PQ== | Z0FBQUFBQm9DbVhRV2tkbzNqeloyYzlLbjVNZmlubGREamdHZWM1LVZuaFNLa29ZTUZ1VFVDMDl2TkljRHp2cmtmdW10bUdsQXVZZ1ROTkVMY1RsdEFEQUFwb1JneDI4QlpMbkhCQS1kU2hFVkRPdGZfYVJwenFXVkllNzFWOWhzOURSU05PS2tpUHpyQVRnd1J6SzlNRFlMQW1xeGx4TGhsQ1hLYm5UekkzdURQbmE3MDRWeVpXczFuSk9WVUFpbHl5bC0zNmhaendoUlJBT05IV2pMM1JCeGlaTFYxLVQxdz09 |
Given the success of the previous MAAMs ([see here](https://www.reddit.com/r/Monero/search?q=maam&sort=new&restrict_sr=on)), let's keep this rolling.
The principle is simple: ask anything you'd like to know about Monero, especially the dumb questions that you've been keeping for you every other days, may the community clarify it all!
Finally, credits to binaryFate for starting the concept! | r/monero | post | r/Monero | 2025-03-31 | Z0FBQUFBQm9DbVhRUEQxTEpUa0NDUHRRNWZ5d05kUEsxZWJUXzY2bmVkUVJrekJaTzdqNEdrT2VTUDlfMmlrSU1CZm5zSHdRODgwXzdtV0xvZVFWS1JLOEk2aUdBMUlIVFE9PQ== | Z0FBQUFBQm9DbVhRUkVsV0g1WjFhSFljMllDUG5iZU5vM29ST2VTOEZUWDgtR1BJLTk0Q3ZHOWZfVEk0aWpleVZtZDhBMzd5VERXVHFnSWtqRUNwbTIyMUNuWjJ6bmVlTS1taVZncDNPMVkyVTFpcU9YdXhiQUIxWEFKd2sxMXZNSlFsM0dmeVU3S2t1M1JrcVFOM1NxNGRGMV9raHBBcHc1U0NrQ3RNX01uTzMtd3BVaFFmU3hDUS0yckV1d2JiY3lsdFQyUDdUUFpI |
I'm just curious about what people are doing. Waiting, DCA'ing, etc? How are you handling things at the moment? I personally see prices dropping as a opportunity. | r/cryptomarkets | post | r/CryptoMarkets | 2025-03-31 | Z0FBQUFBQm9DbVhRYWgzaXlvWFNlN3ByTzJpc090TjlOeUlpWVhvb25odVdBTWlJeV9lNzNpamhTZGxFWVlYWnR1c3RiZ3JlZWxVeTlSX21TVk9SNF9MdVJPUFZTQ3UtdUE9PQ== | Z0FBQUFBQm9DbVhRTUo1MnVuajN5UVFjczBwWEFRWXVLaFlaVGRjOUU2TDk4VFZPdzBZcmNwZnNzdTRCTjhtMEczRks1WWNmdVlnM196WFAwbENKYTZvWHZNa2VvT2JuckNodjNOTi1BRXVFWFFEa3RpUV9NTndleFdJQmJZRXhxdHMySnRRRzRDSVB5azZidGxjU28tWE5EUzBvalBCZXNHR2YyZnlFeVItR2hiaHhQanI4WHlRWlFITEVnSjlfVU85RGxCX1MzXzZHTzh4NDVIQlBFSzJ0ZVhGMUU4NV9UZz09 |
Elon Musk said he borrowed the name from a 1960s science fiction novel, but another AI startup applied to trademark it before xAI launched its chatbot. | r/artificial | post | r/artificial | 2025-03-31 | Z0FBQUFBQm9DbVhRZUpCeHh3bmRnOXM5djFGUzhTZlBqcnAzUElzU21HVVlGMkNra3lhc1NuWFRLTG5wRjZzTGc1cUd0X3B0WXVMRldETW1oeTZjU3BRb1pnaFNQd0NTOGc9PQ== | Z0FBQUFBQm9DbVhRSW1FU1VTQmJaTnBJTDliaGl6LTRVbktFSElwNF9nTFZuazhPX3NKZVUtbTVqaE5mQXhQNVYxWmEzVE9YRTFwbGZfQnRKUHRlTGRSUU5vdk45TzJBY2NDaHg1VXdmUmdMeE1KN05WVzBDUXhJbnVWLUtyd2ZRRHpIWDVXdzNCbk5vQldFLS1PV0NKLUtCcTVwTlBvLTlsSlpvRmVfaWRscW5NT3FfUWtObHpuNTJKb2JSREl1Ti10d2ZhTGQwb0JVM2ZZb3lFbDZycm9NenZwRjZtdnE1Zz09 |
Hi, have you had a journey of struggling with procrastination, trying out tools and then uninstalling them in frustration? I made **ProcrastiScan**, yet another one you might ditch or finally embrace. It's particularly designed to be neurodiversity-friendly, especially in regards to ADHD, autism and demand avoidance.
**Why?**
There are lots of blocking/mindfulness extensions out there, but I often found them either too rigid (blocking whole sites I sometimes need) or too simplistic (simple keyword matching/indifferent to my behavioral patterns). **What makes ProcrastiScan different? It tries to understand what you're actually looking at.** Some potential use cases for this approach:
* you need to browse some distracting website for a task, but also procrastinate there
* you find yourself overwhelmed with dozens of tabs open and want to sort out all the distracting ones with one click
* you are stuck in a hole of executive dysfunction or inertia and need a push to get out of it
* you tried nudging tools but got annoyed about staring at a green screen for 10 seconds when you just need to take a quick look somewhere
* you tried other blocking tools but found yourself sabotaging them out of frustration about rules being incompatible with reality
* you don't realize when you start to become distracted
**How?**
Instead of just blocking "youtube.com" entirely, ProcrastiScan tries to figure out the meaning of the page you're on. You give it a simple description of your task (like "Research why birds can fly") and list some topics/keywords that are usually relevant (like "birds, physics, air, aerodynamics") and ones that usually distract you (like "funny videos, news, entertainment, music, youtube").
As you browse, it quietly calculates a "Relevance Score" for each tab based on these inputs and a "Focus Score" that tracks your level of concentration. If you start drifting too much and the score drops, it gives you a nudge.
**Features**
Some people prefer gentle nudges and other to block distracting content straight away, so you can choose whatever you prefer:
* Tab Blocking: Automatically detect distracting tabs and block them
* Procrastination List: Recognize and save distracting tabs for later
* Chatbot: Engage in a focused conversation with an AI assistant to get back on track or reflect on why you got distracted (highly experimental)
* Theme Nudging (Firefox only): Your browser toolbar will be colored in a bright red tone if you get distracted to increase your mindfulness
* Dashboard: See at which times you were focused or distracted
Additionally, **ProcrastiScan is completely free and no data is collected.** All processing and storing happens on your device.
The extension can only see what happens in your browser, but you can optionally download a program to score other programs on your computer as well. [**Here is the GitHub repository**](https://github.com/Marc-Pk/ProcrastiScan) with links to the browser extension stores, more infos on how it works and limitations, a setup guide, as well as a FAQ. I'd love to hear your thoughts if you decide to try it, as I spent a lot of time on this as my bachelor's thesis. | r/opensource | post | r/opensource | 2025-03-31 | Z0FBQUFBQm9DbVhRUzhzTlRHemM5ZE5vOXZyMmxjek1NSWdUT3REMW5ZREhzcW1TNmRUaUZfdXM5ZEZPUmY5U2FwV2RERDRhb29lVDZQNGpvbnRnZlJScGlFQUVZa1ZjUHc9PQ== | Z0FBQUFBQm9DbVhRVWVORkhFZGtKcEVEV3RVRjEwT0FHSGtuQ0lSOVMySUtjTTlwTzl0TkgwaVV5WTRzYTF2MGoyUDFXNkRPUmg3ZTNDNldqaXRmMXhLb2c0dEJuMzJsaVlTWmpodHVUaFdzblJwUk01WkNRMVQ0WG5tbDNrOUFOaVZBUS1VbTJmU2dtX0VtalB4RnJTWGppZllCZlE2LXVSUUd1eUE0QnU1aG5MQ1Q0VTU0OXJsRXQzMFRhZHc3bm9rb1l1Uzcwc2ZfN0V2a09fSmJKQjY3NW0wS05yNEJ0Zz09 |
Using @Polkadot is like stepping into a thriving city, one that offers everything you need in one place. From supermarkets and restaurants to schools, hospitals, gyms, theme parks, and even nature.
It's a fully equipped ecosystem designed to support everyone. | r/polkadot | post | r/Polkadot | 2025-03-31 | Z0FBQUFBQm9DbVhRcnV0UE8xVGJGU1BYVVEzVUtKVmRDMUJEb0ZOX19Nd3hiMHBBYXR3TEVTVHM4aEFCYTNXUlc1d0lMTUZGcWJmbEtXcFdtRXlCY3h5NGFHSGtxOXZJSUE9PQ== | Z0FBQUFBQm9DbVhRMUpJY3hveVduZFE4dURkekZ2aWRaWW1XWkEzN3lLM25QNkw1aUNJaWM4ZXhUR2oyYm83V3RXRm9Ra2dJS0FCck85MWlrcl9lQUtFX3ZrMUhmSWc1eVNFakZnTERQa0t0U1RVc1o3TXlrNFlYQ282dmRRRUJrVUY3cmN2WEwwd05sQkp6VW4tc1pvUFdNVHJjZmlmQnlqaUdXd054cHlJT0ZvVjFTS2dHQzM4PQ== |
Looking back, there are always things we wish we knew sooner—whether it’s negotiating salary, networking, work-life balance, or even choosing the right field.
What’s one piece of career advice that could have made a big difference for you if you had known it earlier? Let’s share and help each other out! 🚀 | r/careerguidance | post | r/careerguidance | 2025-03-31 | Z0FBQUFBQm9DbVhRekpZNmtxSTBQcFkzeXh6VGdZSmZsZUo1V0pOdkZmRHhPdjlCTzBCTUk0OHlhU2R1aE92UlZCMF9LXzgzSjh1SFc2UTVRbWVLNmFXRWxSTmFQV3J3d2VwZU55N3JsY1JYV19tckNWb29IRlU9 | Z0FBQUFBQm9DbVhRWUhqcTdiSUlZYWo2VWJFMXhEU3htd0xUbXc5aUlSb0NRU2pzSDZMdHR2TFJyTi1fcm5INmZGM05hZ1ZmZTN6VHlNUkJZbTZIbmdrcEN4czJxZUVMbEk3dDg1bERRTnA4OE1Ya0J6TFM1U05BMU9udzA5OVkyRl9nTk1tWHNpaWM4VVc1R1JZak1BMjlYQXowelo3UnVvTTc0ZGpYSFhfc2Zvc0FiZEpvRWtUZFZBblg4UEdKNmFJbE1saC1IMDg3MlNUODFCX2ZVWk80VTJGZVYycFhDQT09 |
Does anyone know about a good documentation, with example code and mining in monero. (I'm a programmer) | r/monero | post | r/Monero | 2025-03-31 | Z0FBQUFBQm9DbVhRRXJyQVAta29ZVXpORGJXSGtsVEk1SklGMXdEaFVXY1NFTk1fQnFkSUJ5cjZIblprY24wLUtJYV9QcXdnMGdsSkJTekdYTjRQYlRXUkhUdkRDYk5Mbnp4dEQwU3pmTmw4cnI1N290QkRBNUU9 | Z0FBQUFBQm9DbVhROGozY2RYSGNjc21mTlE1am4tUHN5TmgxV2t1eE9mTFRpUFlGcVV0V0tZUWdUdTh0M0JEbUhCVjROZ09qMEJUODNtejZaYTNSbGRlZ1BQaW9NZDdhcEpvTGtES1RkWVFzc3E5MWN0eWt2NGhId2dKSjR0bElXWWlrb0FjOEE5VmJqTnkycERhYnZVY3Z0NFNuS0d0OWNtY0ZXVHBKRjAzOHktUFpiYUZlN3NjPQ== |
source: [https://x.com/elonmusk/status/1906543487010365778](https://x.com/elonmusk/status/1906543487010365778) | r/neoliberal | post | r/neoliberal | 2025-03-31 | Z0FBQUFBQm9DbVhRMEZkb1dWcjR5ZEtXUW93cHMyQmZhc0tCMzRyT0RDLWRXaGtUVXY1T0lfZFVWeFdXYklnUThmbXgxeXlQYzRSakJEb0w4OHZlZk1WaFRDRmFYbDllNEE9PQ== | Z0FBQUFBQm9DbVhRZ2ZZMFNoM0tJdHhrR3NpTU55dE5TS2ZvX1BSdjdZaE9ZUnNPZUVmbUxUQkdpWWNQeE9MdVpqWjNFNlExazY4UGI3Nkp1RmtvOGlrT3Uxa2dCdTlodTlaZkFJQkVuZ2xLTWZ2RkNqWFdXX0FGbGlBdU9DN1gyNFBHS1pESjVkT24zVkJ5dDVIS2t5T3lXUnlOLXRwVW9VcjlWNEs0UXlfUXZlSEx6S0JaU2tZPQ== |
IBM used to be the shit. Now it's not. Degenerated with too much bloat and too little innovation.
Which MAANG is most likely to follow in their footsteps? | r/cscareerquestions | post | r/cscareerquestions | 2025-03-31 | Z0FBQUFBQm9DbVhRbEtyTVRaNTFPRHJaNkF0cnUtQmRjNjlpRUVGR1RfMVVIU19qUGpYMnBTX1dSRlF0amVXYlY4c1VxTkt1ZktOZkZRZVpqWEVWYU1MUnJHLWlYWmtTcmc9PQ== | Z0FBQUFBQm9DbVhRa09jNzdqTVM4bVlkTjFvYjQxaWgtdzZwR1U4V241T0s3NVJ5WnExUTZkYjZCaGVRU0M4NUp0NUVmekVZNWZoZDlVSXpuQWtYeWw3RDJjV3FvV3FIcE56SnIzZ3dGQXpkZ3BxeXlXYm1DWHdYazRUUkVhd3NRQVRad3RwQWFzWmYzWF9lUWZlZC16VlVocUtaYnI5TWFuaWxpZjdLaGwtNjVxcGp2eGJmQ0JGWGVncEpIVk5SMWpZNkRQcjByUWZHdlVQUW9GeTJCQjZFN3JGa1VUVHFPQT09 |
Clarification from Elon Musk was followed with Dogecoin dropping 6% in the past 24 hours, lagging behind Bitcoin (-2.4%) and Ethereum (-3.2%). | r/cryptomarkets | post | r/CryptoMarkets | 2025-03-31 | Z0FBQUFBQm9DbVhRYlgxNjY1cnhKdXVPNEFobDhvT0cySmpxX2o5Mzl4bDhoczFqNDNHRmdvLVZ6OXA0NHVaV25TYThvdC16bVNOaWFoSUwyVFhQa1VzYm5GX0NHdUZvS3c9PQ== | Z0FBQUFBQm9DbVhRX0s5NFZra29SeW9naVdJTnlIUGpxNEJacW5RTW10d0RfNzNFRTZ2YkRPZUJFblUyaHlvTmlHZ1B0Q0RnVkVLOUJGVkdJc0tTYkstaHlBVWx4a2ZQeTZ2WHpGWXFYbGFnR3hZNXZVSmxFVU4taXltRVhrbVNwa3JFa2xqUGtZMV9TcDFLUFo5cVEzSUc5LXR5SXl6enB4YlQ2VkNkaUZLeDdQbTZYVTg5RFNZM1dZaDVfVFNGcGxOcXB4Tk9WSUR6VFU3Q0t1MUZob2s2RUR3cGVoUFVrUT09 |
Opportunities have been slim lately. I usually have more interviews request this time of year. I only had one interview so far this year. Anyone else have similar experience or just me.
| r/networking | post | r/networking | 2025-03-31 | Z0FBQUFBQm9DbVhRV3NvVFNOeGd2N1pQRkoyQ2JadlZvS3prdWRaQWRtZDhDbTljV1RxRUUxTmJMRVFQVHNrZUlYLTR4ZlRUUkEwS0VlbjFXQThQOWlmZTE5b083bFhBdGc9PQ== | Z0FBQUFBQm9DbVhRYjFIdEk3UGJXa0NJdHlLSk5VN1R2eW1QWWc3ZHlnUU56cERQNFlVNHg3QmFvS3I1Yy0tNDQ4eEpVVi1ZU2VLUFFoU2MtWGhsLWplQkNybHExcFVSNGEwV1BzZzBzNzNLVS1LdTZyc0htWkctN3p3OW9Jb1BPdzFhRTZpc0dVdXY0MTN3eThndWI0WWgtTFJOWF9JMk1rWmRHZTR6WGpvMlQzTlN5WEZCT1prMFR4UEN0bXRYV2h5d1JGOFBqSHd1 |
Recently I feel like much less productive when doing data science work when I do more software development. I think it is because I use AI effectively when building software. So I setup a test to find the best AI coding assistant to help with Data Science task.
The result is a bit surprising for me: None of the popular AI agent works for data science. Although the demo looks gorgeous, Google Gemini in Colab fail pretty bad. But there are some tools that has potential and some are already a bit useful.
Check article for more detailed analysis. | r/datascience | post | r/datascience | 2025-03-31 | Z0FBQUFBQm9DbVhRTDRJejdIejZEYXdFa0JDQUd4elhXNmNVWlVlS1VXeWhjOHNfRVlDdDQwNWI5UVh0TXdjZHUzb3d4cU1yMVdPb0FXNG1IY0dBeUFCLWVPaC1jbHFoNHVlZ1ZwR09TcTVLVVRrTS1VbFI0ZDQ9 | Z0FBQUFBQm9DbVhRQzl4Yl85MTctVHQ2dVNDQjZMQ3pselVIcTE5aVNCVFVTWGZUU2ZUQVpTUG4yMW1QOUdwMHZMbUhlOElmUmttdUhQM2REWVdKeVViU0tUQTh0Ym1zVVJXME5ibFQ2bEh5MnMteDhveUwxbWRzdVZFeFZuSkpsdkJvYmFUV3czcXVsWXBzRVE4bXJpR1VOM2NLcmNJM2c3QjJoRk91ZWo5bU1fZ2M1dTdrQzY4RDhjS3hHQXVGNjRWb3ZPWm9oQUVnVmlvcFBZMjhRXzhTd2swQWx2RWxYUT09 |
Could you help me to write a program to find daybin a week using switch? With and without while loop. I couldn't get correct output using the below program.
\#include <stdio.h>
int main()
{
int week;
printf("Enter week number(1-7): ");
scanf("%d", &week);
switch(week)
{
case 1:
printf("Monday");
break;
case 2:
printf("Tuesday");
break;
case 3:
printf("Wednesday");
break;
case 4:
printf("Thursday");
break;
case 5:
printf("Friday");
break;
case 6:
printf("Saturday");
break;
case 7:
printf("Sunday");
break;
default:
printf("Invalid input! Please enter week number between 1-7.");
}
return 0;
}\ | r/learnprogramming | post | r/learnprogramming | 2025-03-31 | Z0FBQUFBQm9DbVhRZ1QtaTdmR0RqZG5xNFZMd1JUOW0wb3F3dGxPSmJxTTNWbk1WMGtIMUJiYXRtVV9ESGxJTHZlV3RCS19kdnJ2YlBIeG9LMHo3U0ZobEp4dnRlRUE0VGhtaGVtYUpZOWQtbjN6WlQxNzVub2s9 | Z0FBQUFBQm9DbVhRbTgzUkxlTXh0LVBBQVR0MDdNamVDUzRUcVNKNVlrbnZaY01HVzlIYTU2SlJEMFAydVNYVWVJdkVmLWhLWGwyaVlOd3RYcV9BdEJKNWEtVFFnWHJoazlERmZieGJwbkRFZklCaHZaWjZTSDdXQ1ptR3ZYd2dxQ3dZMFFPbW9wM2lsMkhNOTZ5TzdOV2IxTkZyZjJDM3BfUWpfeWFteWhFai1ZUlJYWjN6YkZXX09ad0prYVVfQ1R4RmFpMlU1aGFzOVBrWmxha3VlQV9LbmJBMW81QVJDUT09 |
Mine probably like;
Frontend: React for SPA, Astro for Marketing sites
Backend: Nodejs (Hono, Express)
Database: Postgre
Authentication: BetterAuth (only for Nodejs)
Blob Storage: S3, R2
Email: Resend
Payments: Polar
Background Jobs: Cron
Analytics: Fathom
Monitoring: Beszel
CI/CD: Github Actions
Would love to hear yours too. | r/webdev | post | r/webdev | 2025-03-31 | Z0FBQUFBQm9DbVhRYm0yS1B0clJlXzVodnA0TVBLVVJZY1JCNUhzalRMS1lYTTNkZlUtbVVMLTYzOTdXRTNselVkNnE3QW9BdmpEWGhlQTAyelpqRlJkblNqY1JBV3ROemc9PQ== | Z0FBQUFBQm9DbVhRSHBiVHJBSlJCZlBhdDlReWthVUhVR2dFRUY0NmRRdUFpa0V4TDUweVRwc0hYT3M4VHlJc2FCNjdOWGUwZnlNemRPS3FnWXVzdnhaNmFBYktsN3loWmFtRWRfYXd5N1FsdjE4MFpFMndUblRDenJvTVN1MDNQdTN2TzhCZFZUMkZObEMyVzNaMlV2ZTlscXJHTEJPaUlKLWJuNTI2OFdpRUNXc0loQld1QV9BdDFPSjl5MHRfaHlwVTBiaU9DZXhnVC14MGdFVktFcnJpZURiMkEwSWJIZz09 |
I know, I have a problem. Everytime I use any software I always ask myself "how did he/they created some so complex"? For example, I'm learning programming and cybersecurity so I'm using IDE, Ghidra, security tools etc and they are very complex just to use it, let alone to create it.
What's the mental flow or the thinking behind the development of this things? The coder open up the IDE on a blank page and then what? I can't even imagine where to start, hell I struggle even to do the exercise of the courses I follow 😫
| r/learnprogramming | post | r/learnprogramming | 2025-03-31 | Z0FBQUFBQm9DbVhRbjZuSFVrVEg3aGNVX2JUTVRsTU1Gai1OTUNCRTJGYU00YmVmYzNzM01LczFSencwQ3R6YWtveVFQYnJ4N2gydzd5eURTczZIQjNrQ1IybTZNZjBQRk1OejFjVlJQdm1rdlJHMGRyb01UTWc9 | Z0FBQUFBQm9DbVhRaVlQZ2ZvRUVpN1JJWG9aSkZCM1Y2Z0dMX3hwdV9HbGRTdzZwNmVXdzNzdG9MYlBTemNaa0pxSC13YWN3T0RUcVA2c3o4enFVQlBrSHNCNTdFaFNUS0sxZ3BUUWRBZGFUTzJYQkVqWTNndUxKeXlzZ190dzFoZF80NHZKWTkyX1pZY3pXZERZZ084d0E4NEpqeGpjNGw2NjNQZFIxZ0pyRXBtOVFrSG5sWGticUktUFRmLTZkQ3NKNUQ5UUhtNEJZQ3FfZU5rS2MwejNJUzVtZDJnejEydz09 |
Tbh I was scrolling Facebook short videos and suddenly I saw litterally porn as ads and I was like WTF, imagine young kids seeing these | r/webdev | post | r/webdev | 2025-03-31 | Z0FBQUFBQm9DbVhRWmZnQmJtRV91eW1SemFSQUk4aVNuQUZqZ0ViM2ptbnNBd3JuX2RTLXcwQndGWVdxSWdiaEFzSExTMFRyRHYyRGV5WUZCSHpuRnE4RmpSMDdLU1VnbWc9PQ== | Z0FBQUFBQm9DbVhRUGo0TmRzcVBybkZTcGxyWWlKV1NWczNJdFhaY1hmeFBfTTVNX1VST19PZGpfQWNRQXJmYnUxZDJuanVWMWNSQnd2ajlpdVpzZE1XWHFaRWRMODFkU0tyX2pLQ0Z5Q1lCcEVIZTBDWlBhRkg4Wk5QYkNJb180MUVDTHpFOVBVQVU4MTN1eXBUVG1XNzFkSzM3ZVRuejF3U0ZRa3dCeHYycG4tSC1yRDZncUtQV1hqbktsanI4aHZQakR4al9CNzNwT1FLRk1FNDdSbGFvRXphcWROM181dz09 |
If you’d like a more in depth analysis of why Anthony Watson picked each player where he did, you can check out today’s episode! | r/rugbyunion | post | r/rugbyunion | 2025-03-31 | Z0FBQUFBQm9DbVhRX2JfUy1fMEVXRXUzc1ExbkVCT3VFVFA4WXJkNkRuekJubmg4REpOY19JQU1nQTNOd0FYMUpoYlM5LTRtZFUyZkxPbnBTMTg4TmJ1T3FWUm9EZnlCS0E9PQ== | Z0FBQUFBQm9DbVhRMDhHRGIyUk45Tkp5aU5iZUZGNHRCVkZPOWdQNHloRGRENXVqbHJGc1NlRGlCS1Rya1NIdmI0enFMZW1IRHFaN2pBV1VBdDBqYjFMbDhCc1pvS3VhdzB4WE9OcHJOblcxeV9wSUxsMzlkLXpsc3J2OHhqU1FhUG1LcUlqZXBTTnpNMzFCM3NUZ3ItZUt5TXkyUEhCcEZYSkk0empfZEFxUU9zWHY0dzFSNGU4PQ== |
I’m coming up to the end of my first year of Network Technology classes and as I feel and know I’ve learned so much I feel others are ahead of me or know more and I feel like an imposter, like I’m faking it so hard I love what I’m learning and I want a career in this so badly but I fear I’m never going to amount to what’s expected of me in the field that I won’t retain everything I’m expected to | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-31 | Z0FBQUFBQm9DbVhRaFpROU9HcExibENnYlpjOE1PWU56WTBYOG5lLTd0QXFZcEpEcWswNUxxZzJTTGo5QVkyaWVlN216cWNHQkhYdzl1d01lcHhET3lWZzBfQzNzcFlSdUE9PQ== | Z0FBQUFBQm9DbVhRdzk5T3JLWXRyWmhJaUpiTk9lYllQZFBYbWI5NU4ySTUzOFUyT2FYZUFOMkVHcnpaU0RDZjdJQ2M5TGd4aEhEaXA3WVRHMy1PdWU4RGRzZ292UEFLeWpOZXY5MjItQU9FU2Z5RkgzbE5IN05xMS1sZlVRYTd6YzNpbGpLanlUMi14UlgzZHRmMzVSUnBmVzhvV096QzBybjZsTXlyRUg3dzA3WjJtcW5YbVQ2eUlnR0tFcWRQTWx4X21LMGFNZWhEQTBZcWJGOXlielUtVDU4SVkxMTZHQT09 |
Probably a stupid question but was just curious | r/learnprogramming | post | r/learnprogramming | 2025-03-31 | Z0FBQUFBQm9DbVhRck5XVDEwZ016YkE5WFhyUFpIY2hSbEd4TDFITVJLVFVBV3FVTjJ5aldheWVoVEphX2xmYzEyR0JibVk5Q3JWUDBPMHVyT3RrVkdqRzJhSXlUOXpXd1E9PQ== | Z0FBQUFBQm9DbVhRLW1CVTBvNmltSmRHUldCSzZmTnI0ekpJX2Z4WUZXMTlpUUszS2FJdmE2dG9Hd2lMRkNpaTktVkZDSllCUjJFY2t4MHFzck9EVERJa2VKdlZwQmhSa2lwcUQ5T2pacFNCOXVpSEtjQkV5LXJfMjFWcTR0V2p0bkhVUmc0eWlaakJBRDlLa29vQ0VRazhoMU03cXEyVnZGRmxYN1k5b3ctWnFoX196X0VlckhCT3QteUw2Mmw3NXBfNFhRM2xrUGpqVHVMZ05Cb1lrY2NFOHlFbG9odHZOQT09 |
To me, the idea of Trump being an abusive father makes sense in a lot of ways. **Guy who thinks he knows what's best, does what he wants, and is emotionally/psychologically hurting the family.** The analogy can be shaped a few different ways, but the framework makes sense.
**Macro-Perspective**
The Judicial/Legislative branches are the wife and the American public are the kids. The marriage should be an equal partnership, but the father (Trump/Executive) has taken the reigns and the balance of power is off. The children could represent the split American populace. One child may be constantly protesting against the parent/trying to share their feelings but they are disregarded. While the other doesn't understand/view it as abuse, may excuse it and say things like: 'Blood is thicker than water' (Common in abusive households).
**Micro-Perspective**
The father can do no wrong since only he can lead the family. The wife won't stand her ground and the children can only plea. Anyone who resists the father is met with strong opposition and is not heard out. People who do oppose are met at every level. If you talk back you're met with criticism, ultimatums, and humiliation. If things get physical, one side is clearly stronger than the other. Meanwhile the children fight amongst each other.
Thoughts? | r/liberal | post | r/Liberal | 2025-03-31 | Z0FBQUFBQm9DbVhRWFc4Yk9keEFvOXppWUlXcUFoeWN6cWMwaVdyVDMtb0pQZlZ6amowQ0dSTEs0enpuZWxNZF9Dd0dobkVIUzZEOXJhZ2pma1k0Rm1hRmJkdDh6MF9zOVE9PQ== | Z0FBQUFBQm9DbVhRMHd3RWtoWWlKeEtucXhlZ1pLRDZtaWlGLUR1Vzd1VUFNMXhsdXhoa1FxMnNDS2VZdldqcm1lWUVlZVhCd3hrWHBOa2FBRUlWMDRNSnA0WXY2MTE5UWhxdzB3aVFvcnFpQ1NON0lPSkNpbjQxbnhqRG53Q1lEVkZfbVB3WVZnWlNocjctUXpPWUczTnZQbkdWQXIzazctZ1JYeV9FeEZCejRTUHBpWHhKX0xjam9DTUhuWFQwREhnaGtpY2Zoandw |
Auckland vs British Lions, 1993 | r/rugbyunion | post | r/rugbyunion | 2025-03-31 | Z0FBQUFBQm9DbVhRTm1DaERaTFVzcTlDVE8waldBUGRQUkt2YWVDSW9SdXFTTmRWZzJtZlB6aXF2MVJxUndKOHlMczVULWNpR0ZycnIxdDZiMF9Xa3BMSEtFYnpROWhqNnd3cV9iWE80cy1vSk0xYVE0V0ZSUVU9 | Z0FBQUFBQm9DbVhRcGJBMFdzdlZIeUNaZUhoaFZ5eTM0ZEluVE1EVE9ULTlWQ0Q4N0h1WHBDQk5vVVVCRkstOC1HM2JmOWtiXzhSUS1kTXd5blRNcEd0NGVvaG5mczdER05aRUtaV0tyUzlTYjFHUzVTTFFkQVFWOUF1cGk5WWtvelJ2dE0xbkY0S0JJTnp2elZvbXRpUVBXTUVBWjlnc09VbmtBU2wyN2g2QXZhX2NDMlA1Unp1elptTTE3ZnlWZ21mZWhfNmFpUlA5WkU5eURUX1JJN1FhVm9uT2FDQmt0Zz09 |
Marine Le Pen, the main political opposition leader in France, will not be allowed to run for president. This follows the banning of the presidential frontrunner in Romania
https://x.com/Glenn_Diesen/status/1906711453152813464 | r/wayofthebern | post | r/WayOfTheBern | 2025-03-31 | Z0FBQUFBQm9DbVhRaG9NSndObXlCRk56dkVmcko2d2ZqQ2dpZW1SbFJiQWt6dFVIdGxCTjZKcG5FbkFvajdoeGFhNzFQOF96TVEtLTVIZUlJd0gwekVtOTc0ejJ5NWh1MXc9PQ== | Z0FBQUFBQm9DbVhReVMySEJhYTBSZ1Z0TXhpY0NJY2ZLQ1Y5al9ObzI3RGluaXgxMkx1Mi0tcTk5M21MSVRKWllkMWR3OXBaTXVkazA5NUNEb1VKMUhfYTE2Z2NDZ2FQNldhb090c2tXdjJHbDlYX1RLVTZKZlBOV005VjRyRTNnTWN6a0RDUGNmMkl1U1ZVd09kbzZqa3J4WTdiZ3NkOWRpR1B4QXlIX3pRbEJZYjFUTEg5UHY0Ym1tdEk0Qi0zZE10X2E5U3FYY3E2WHR2Rl80a3FsU3h1aWJHaHd0M2ltUT09 |
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