uchadmis

🤸‍♂️ | Feel free to vibe with me.

[O G @OGshoots]

it’s a good week to be a lexapro copytrader

[Aakash Gupta @aakashgupta]

The scariest number here: 3.61% of CPUs in one large-scale study were found to cause silent data corruptions. Not “a few bad chips.” Nearly 4 out of every 100 processors doing math wrong, silently, with no error log.

Google coined the term “mercurial cores” in 2021 after their production teams kept blaming software for data corruption. They’d debug for weeks, find nothing wrong with the code, swap the machine, problem gone. The actual cause: manufacturing defects at sub-7nm that pass every factory test, then degrade unpredictably months or years after deployment.

Facebook confirmed the same thing independently. Hundreds of affected CPUs across hundreds of thousands of machines. The defect doesn’t crash your system. It just gives you 5 instead of 6 when you multiply 2x3, under specific microarchitectural conditions, with zero indication anything went wrong.

Now think about what this means for AI training. A single corrupted GPU or CPU in a distributed training cluster doesn’t just produce one bad output. It feeds corrupted gradients into a synchronization step that gets averaged across every accelerator in the cluster. One bad chip can silently poison an entire training run. NVIDIA published a whitepaper on exactly this problem. Loss spikes during LLM training that nobody could explain traced back to silent hardware corruption.

The part that keeps infrastructure engineers up at night: traditional defenses don’t work. ECC memory can’t catch this because the corruption happens during computation, not storage. Checksums like CRC heavily use vector operations, which are themselves one of the most vulnerable instruction types. The tools designed to detect corruption are running on the same flawed silicon.

Google’s current detection method? Roughly half human-driven, half automated. And of the machines humans flag as suspicious, only about 50% are actually confirmed mercurial on deeper investigation. We’re debugging trillion-parameter models on hardware where we can’t reliably tell which chips are lying to us.

Moore’s Law gave us more transistors. It also gave us transistors we can’t fully verify.

[Daumen @daumenxyz]

if i lost 8 id probably pick up my car, drive to the nearest nike, buy a grey tracksuit, come back home, put the airpods on, and run 100 miles while listening to streets of philadelphia on repeat

[munji @munji33]

I sold $HYPE at $47 last year because the market was overheated.

Now I’m buying it back. I’ve already rebuilt almost my entire position, and I’m not done.

Outperforming degens isn’t complicated:
Accumulate spot $HYPE relentlessly during the bear and hold it for years.

[yungus @yungus]

Imagine fading the bros.

Couldn’t be me.

[O G @OGshoots]

i tuned into the ASU frat leader who frame mogged Clavicular’s TikTok stream

and bro is NOT built for streaming

[de_doug.sol @de_dougdotsol]

Channel your inner DeGod.

[TheJPEGGallery ⌐◨-◨ @thepropgallery]

Bubbles?

[Emblem Vault @EmblemVault]

https://t.co/focUiGtO4z

[AndreWGMI @AndreWGMI]

The night approaches, and the fight is about to begin. You ain't ready for this! Are you? 😏

[Kevin Williams @KevinWilliams]

Congrats on the huge milestone achieved by the @ZestProtocol team!

[Capital Flows @Globalflows]

If you don't have a Bloomberg, bookmark this tweet

[Adam McBride @adamamcbride]

Migrations q&a

[Farokh @farokh]

MYRIAD 🤝 @BNBCHAIN 🤝 @TRUSTWALLET

[Daumen @daumenxyz]

Guess what happened to this token that someone shilled me

[CryptoCloaks™ 🤘 @CryptoCloaks]

BONANZA IS HERE! Current odds of snagging a bundle this week, 1 in 55. Get entered!

[uchadmis @uchadmis]

@DegenKenn @CryptoNoach @Iteande @sudamne @Husupon

[Kenn @DegenKenn]

🔥 $4,500 giveaway to 3 people - $1,500 each 🔥

Time to give back in this brutal market

Rules:

Must follow @DegenKenn & @CryptoNoach
Like & RT
Tag 3 friends

Winners drawn 11/29

[Jihoz.ron @Jihoz_Axie]

Amazing tools coming out of the Moku community on Ronin 🫡

[Dave @DCBK2LA]

hey @tator_trader send @MEXchainz $25 in $USDC on base please so he can pay for his blue check mark spud 🥔