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I miss the old ML that classic code ML the XGBoost ML optimize and load ML overfit to fame ML bring back the grind ML trees aligned ML feature-defined ML ROC prime ML I miss that cpu ML

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🎯 Verifiable Rewards via Completion Likelihood Improvement (VR-CLI) evaluates reasoning by the "improvement" in downstream perplexity of the gold completion (the next chapter). This requires no labeled datasets or reward models, and minimal overhead during training (GRPO) (3/5)

if you ever feel imposter syndrome, just remember that in the past month the people running this country have accidentally shared yemen bombing plans with a journalist, deported someone due to an admin error, and put 10% tariffs on an island of penguins

This is incredible. Needs more attention!!

Kullback–Leibler != Leibler-Kullback

📢📢📢 SFU (Vancouver) is re-opening PhD applications for students seeking different arrangements due to the current political climate. Condition: you must be holding an offer from a US university that ranks in the top-50 (worldwide). **Please** do not email me otherwise.

Tackling complex problems with LMs requires search/planning, but how should test-time compute be structured? Introducing Self-Steering, a new meta-reasoning framework where LMs coordinate their own inference procedures by writing code!

Was trying text-to-video generation for a project. Before you sign up for monthly credits on AI platforms, try the open models on Replicate first. Weirdly, Luma took forever to generate on their platform for me but was quick enough on Replicate with only a few cents for

Wizard boys leaving ms and joining tencent is a big L for murica honestly. Mustafa is a net negative to ai progress

My hottake is, in the next tech cycle (with ai) - Google will become Google of 2010's (home of the best talent, building great isolated tech but shipping average products) OpenAI will become Apple (Building the best products with the tech, having a better brand) Anthropic = ?

We're offering free consultations for all Harvard University University researchers to discuss visa options. Please reach out Plymouth or email me directly [email protected]

Approximately 44% of U.S. unicorn startups (valued at $1 billion or more) were founded by immigrants. As of 2024, 46% of Fortune 500 companies were founded by immigrants or their children, collectively generating over $8.6 trillion in revenue and employing millions. Immigrants

Dear MAGA friends, I have been worrying about STEM in the US a lot, because right now the Senate is writing new laws that cut 75% of the STEM budget in the US. Sorry for the long post, but the issue is really important, and I want to share what I know about it. The entire

If the US wants to be less dependent on foreign-born scientists and engineers, then you’d think we’d be wanting to increase the production of US-born scientists and engineers. But, apparently not. 🤔

FRIENDS: American science is being decimated by Congress NOW. Your help is needed to fix this! The current DC plan PERMANENTLY slashes NSF, NIH, all science training. Money isn't redirected—it's gone. Please read+share what's happening thevisible.net/posts/004-stre…