PathAI #MachineLearning engineers have recently published new #AI findings for mechanistic interpretability of PLUTO, a pathology #foundationmodel. Using sparse autoencoders (SAEs), we uncovered biologically meaningful and interpretable features. 🧵 arxiv.org/html/2407.1078…

Monosemantic representations - Single SAE dimensions correlate with counts of single cell types. For example, SAE-1736 represents plasma cell abundance exclusively - The findings generalized to: ✅ Out-of-domain datasets (CPTAC) ✅ Different stains (H&E, IHC) ✅ Various scanners

🔍 Interpretable concepts found using SAE - SAE trained on PLUTO embeddings disentangled polysemantic features. Single dimensions captured distinct concepts: ✅ Cell types (e.g., cancer cells, red blood cells) ✅Geometric features (e.g. edge of tissue) ✅ Artifacts (surgical ink)

🚨UPDATE: BACKPACK REVEALS ACQUISITION OF FTX EU ASSETS COMPLETED IN JUNE 2024, WITH CYSEC APPROVAL IN DECEMBER, IN A RECENT PRESS RELEASE

You can literally buy Dogecoin with Pizza! 👇

‘They don’t want to go digging because they know they’ll find dirt!’ @JoshxHowie, @JojoSutherland and @NickDixonComic react to Labour’s vote against a national inquiry on grooming gangs. 📺 Freeview 236, Sky 512, Virgin 604 🔒 Become a GB News Member: gbnews.com/support

‘They don’t want to go digging because they know they’ll find dirt!’ @JoshxHowie, @JojoSutherland and @NickDixonComic react to Labour’s vote against a national inquiry on grooming gangs. 📺 Freeview 236, Sky 512, Virgin 604 🔒 Become a GB News Member: gbnews.com/support

It’s time to double down the caffeine so we can double down on the trades! $BTC $ETH $SOL $XRP $ADA

James Woods, 77, breaks down in tears as he shares 8-year-old niece's heartbreaking plea amid California wildfires gbnews.com/celebrity/jame…

Hollywood Boulevard evacuated as at least five people dead in raging wildfires engulfing LA gbnews.com/news/us/califo…

Nigeria's SEC Director-General Emotimi Agama warns that some virtual asset service providers don't meet regulatory requirements. The SEC will provide clarity to assist with registration, but expects transparency and accountability. 📈 Nigeria has one of the largest crypto

$BTC / $USDT - TA OTD 📊 - In partnership with @OKX The US DOJ plans to sell $6.5 billion in $BTC seized from Silk Road. Is it time to really worry, or is this just local FUD and a good opportunity to buy the fear? Well, follow me to find out! 👇

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That's it for today. And remember, nothing in this thread is financial advice; all my content is for educational purposes only! If you like this thread 🧵, hit that like ❤️ button and repost the first message!

Hundreds of farmers descend on Oxford and drown out Steve Reed's speech in cacophony of noise as Labour minister slammed for 'not listening' gbnews.com/news/farmer-wa…

The presentation is done, but #GalaxyUnpacked is far from over. Curious about what’s next? Follow this thread for real-time updates and let us know which #GalaxyS25 Series features you’re most hyped for 👇 #GalaxyAI Psst... you might catch your fav influencers in action!

Chart Request Day! Which #altcoin would you like me to chart? 📊 I'll choose 3 in the coming days!

The #crypto market never sleeps, and neither do opportunities. What’s your next big move? 🔥

TRON Protocol Roadmap 2025 Read more 👇 medium.com/tronnetwork/tr…

Amir Khan fled UK home to live in 'much safer' country after terrifying gunpoint robbery gbnews.com/sport/boxing/a…