Stats Wire
@StatsWire
AI Engineer | Working with Agents
I build AI explainers with code deep dives on YouTube
Joined November 2020
594 Following 2.3K Followers
Meta’s AIRA₃ (no central controller) just took Gold
8th of ~4,000 teams, inn NVIDIA’s live Kaggle reasoning challenge.
Swarm of GPT-5.5 + Claude 4.8 agents sharing a hypothesis forum + filesystem.
Performance compounded over days.
This is autonomous AI research, not a demo.
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As a test of our progress to advance the frontier of AI research, in June we entered the next generation of our autonomous AI research system, AIRA₃, in a live Kaggle competition run by NVIDIA to fine-tune a 30B Nemotron model. The challenge was to teach the model to reason better — all competitors had access to the same information and were graded externally on a private test set.
AIRA₃ placed 8th out of ~4,000 teams to win Gold, outperforming human competitors who had access to the same frontier tools.
We believe this is a reliable signal that AIRA₃ can improve a targeted capability of an AI model at a level similar to human experts.
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