Elves are wonderful. They provoke wonder.
Elves are marvellous. They cause marvels.
Elves are fantastic. They create fantasies.
Elves are glamorous. They project glamour.
Elves are enchanting. They weave enchantment.
Elves are terrific. They beget terror.
>sometimes you say you’re worried and sometimes you seem enchanted by capabilities

yes. idk how else to live. the models are fascinating, absurdly useful, awe-inspiring; the intelligence explosion is terrifying. everyone has been vacillating between these emotions for years
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Chris 🇨🇦 retweeted
why did we decide to call it "The Vulnpocalypse" when we could've called it "Spooktober"
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People are starting to wake up to this, finally
I've been looking into public benchmarks and am astounded by the poor quality vs. how much we rely on them as an industry.

@xeophon pointed me to this excellent site epoch.ai/benchmarks/ which is an independent third party which scrutinizes benchmarks and "looks at the ere are some popular benchmarks we all rely on. Before trusting a benchmark its worth running them and inspecting examples the grader failed carefully, to get a sense of the quality.

I'm continuing to look more into this, and will write something up eventually once I've collected more data, but I think this is an important subject.
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bruh, is it just me or are all the people who work on Claude Code shit leaving Ant?
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It do be like that
us judging you for never having tried llama.app @llm_wizard
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my burning hatred of php for really no reason isn't looking so silly now
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delvetown is great because the "normie" bots and the "fucking insane metaphysically unstable" bots just chat some times
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Man, waking up in EU and finding out the internet is doomed when you're sitting at a beautiful little cafe sure does make it all feel a little easier.
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Chris 🇨🇦 retweeted
we went live! don't miss out on Nemotron demos 💚
x.com/i/broadcasts/1…
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Not GTC Berlin blasting techo - best city on Earth atp
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GOING LIVE SOON AT @NVIDIAAI
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LETS GO DON'T MISS IT
6.10 PM today me and Joe Nemotron @llm_wizard go live to talk about local AI 🥵
there will be a Nemotron demo at @NVIDIAAI 💚

tune in not to miss!
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NEMOTRON-TC.
The OG local model gang unites again - in person at @NVIDIAGTC in Berlin! 🤘

At the rate Nemotron makes an appearance in the keynote and at the expo, they may rename GTC to NemoConf next year... 😂
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LFG
Finally met my man @llm_wizard Nemotron wizard 🧙‍♀️
GTC is always wild - See you at build a claw! #NVIDIAGTC
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GTC BERLIN KEYNOTE SOON!

The lines were all the way down a few city blocks!

Should be an absolute banger!
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Lowkey, most benchmarks do not measure what they say they do - and instead are just proxies for some systemic failure mode in creating the benchmark.
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Chris 🇨🇦 retweeted
Cancer patients with the same diagnosis often have very different tumor biology.

Molecular testing can reveal underlying differences, but that's slow and expensive.

Introducing Holon-S1, our platform to predict genes and biomarkers from routine pathology slides.

• beats two ing spatial gene activity in a controlled comparison
• has identified potentially novel biomarkers in breast cancer and colon cancer
• evaluated across 16 organ types and more than 15 scanners, using slides from both formalin-fixed, paraffin-embedded and fresh-frozen tissue.

We believe Holon-S1 has the potential to help researchers find new biomarkers in slides they already have, discover treatment targets, and bring more personalized cancer care within reach!
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GTC BERLIN GUNNA BE SO GOOD LOOK ITS @TheZachMueller FROM LAMBDA
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Chris 🇨🇦 retweeted
first neolab to IPO
INTELLECT Policy Optimization (IPO)

In async RL, trainer and inference never agree exactly on a token's probability. IcePop masks on the ratio, which misjudges both tails

IPO masks on the probability difference instead
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Berlin is best.
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