Bhuthesh R

bhuthesh

2 2

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AI & ML interests

LLMs, Inference

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upvoted an article 14 days ago

Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident

reacted to stas's post with 👍 about 1 month ago

After many months of intense work the Snowflake AI Research team is happy to present to you the new open source project: Arctic RL https://snowflake.com/en/blog/engineering/arctic-rl-open-source-backend/ - Arctic RL integrates with VeRL and SkyRL today; enable ZoRRo with one config flag, no code changes required - ZoRRo delivers up to 6x actor-update acceleration and a 3.5x end-to-end training speedup, reducing Arctic-Text2SQL-R2 training from ~5 days to ~36 hours on 32 H200 GPUs - Arctic-Text2SQL-R2 achieved higher accuracy scores (48.7) than Gemini 3.1 Pro (47.9) and Claude 4.7 (47.3) on Snowflake's evaluated enterprise SQL benchmark under the tested conditions - Two open source recipes ship with this release: a text-to-SQL recipe that improved BIRD dev accuracy from 59.92% to 70.35%, and a multi-hop QA recipe that improved average accuracy from 69.6% to 72.3%

upvoted a paper 4 months ago

A Survey of Context Engineering for Large Language Models

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