Rahul Madhavan
@imrahulmaddy
learning. PhD at IISc.
Test Cricket's beauty lies in its fragilities. 22 runs and a back-spinning ball was the difference between India's bruise and England's roar. Test Cricket breathes on... espncricinfo.com/story/england-…
Reminder that GPT4 cost 21Billion peta flops to train. That's 2x10^25 operations that have gone into the training of this mechanical beast. is it still a chatbot?
Arthur C. Clark in 1964: "Biological evolution has about come to its end, and we are now at the beginning of inorganic, or mechanical evolution, which will be thousands of times swifter." youtu.be/xkhddj7Alic
You know what's cool... a quadrillion tokens. We processed almost 1,000,000,000,000,000 tokens last month, more than double the amount from May. 📈
Google is processing 980 trillion+ monthly tokens across our products and APIs (up from 480T in May) 🤯 No slowdown in sight, intelligence is everywhere.
Mine too has got the same suggestion. From two different reviewers!
I'm surprised that my neurips reviewer said I only ran experiments on small models (llama 70B and Claude 3 Haiku), and I should probably run Claude Sonnet/Opus, Llama 405B. man
Proud to introduce Group Sequence Policy Optimization (GSPO), our stable, efficient, and performant RL algorithm that powers the large-scale RL training of the latest Qwen3 models (Instruct, Coder, Thinking) 🚀 📄 huggingface.co/papers/2507.18…
Canada condemns the Israeli government’s failure to prevent the rapidly deteriorating humanitarian disaster in Gaza. Israel’s control of aid distribution must be replaced by comprehensive provision of humanitarian assistance led by international organizations. Many of these are…
Israeli soldier admits to deliberately targeting unarmed civilians, stating that the decision to shoot often depends on the mood of the commanding officer. "They might be shot, they might be captured. It depends on the day, the mood of the commander" news.sky.com/story/israeli-…
The suffering and starvation unfolding in Gaza is unspeakable and indefensible.
Slides for my lecture “LLM Reasoning” at Stanford CS 25: dennyzhou.github.io/LLM-Reasoning-… Key points: 1. Reasoning in LLMs simply means generating a sequence of intermediate tokens before producing the final answer. Whether this resembles human reasoning is irrelevant. The crucial…
Why is everyone simply watching? theguardian.com/world/2025/jul…
“People in Gaza are neither dead nor alive, they are walking corpses”: a colleague in #Gaza told me this morning. Meanwhile, according to @UNRWA latest findings: one in every five children is malnourished in Gaza City as cases increase every day. When child malnutrition…
🚀 Excited to share that the Workshop on Mathematical Reasoning and AI (MATH‑AI) will be at NeurIPS 2025! 📅 Dec 6 or 7 (TBD), 2025 🌴 San Diego, California
Graph of Thought.
[LG] From Reasoning to Super-Intelligence: A Search-Theoretic Perspective S Shalev-Shwartz, A Shashua arxiv.org/abs/2507.15865
Doing god's work: data cleanup.
HLE has recently become the benchmark to beat for frontier agents. We @FutureHouseSF took a closer look at the chem and bio questions and found about 30% of them are likely invalid based on our analysis and third-party PhD evaluations. 1/7
hamas evilly kills former babies, while the heroic IDF targets only future adults
Amit Cohen, who was killed yesterday in Gaza, was once a face known to every Israeli — in 2007, he was a Huggies baby.
To put this in context, the terrible 1929 Hebron Massacre, one of the worst tragedies suffered by the Jewish community in Mandate Palestine, resulted in 69 innocent deaths. It has been the subject of many books and studies, and is still constantly referenced. Now around double…
The killing in Gaza continues Yesterday, July 21, the Israeli military killed 134 people, 85 of whom were waiting for humanitarian aid. ישראל ממשיכה את ההרג בעזה. אתמול, 21.7, הצבא הישראלי הרג 134 בני אדם - מתוכם 85 בעת שחיכו לסיוע הומניטרי
This is the second-best paper I have ever read. It combines random walks, group theory, and representation theory. It's amazing how two people managed to combine so many difficult topics into one clean paper.
Not more empty words. Need action. Stop the violence now.
Civilians cannot be targets. Never. The images from Gaza are unbearable. The EU reiterates its call for the free, safe and swift flow of humanitarian aid. And for the full respect of international and humanitarian law. Civilians in Gaza have suffered too much, for too long.…