Xunan Dai
FreshmanD
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AI & ML interests
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reacted
to
their
post
with 🔥
about 3 hours ago
🥇 23 Kaggle Gold Medals. One Agent Framework.
Introducing LoongFlow: A Thinking & Learning Framework for Expert-Grade AI Agents.
Unlike traditional evolve agents(like OpenEvolve-Style), LoongFlow implements the PES (Plan-Execute-Summary) paradigm to learn from mistakes and avoid local optima.
🚀 Highlights:
* SOTA: Surpassed human mathematicians on 11 geometry/algebra problems.
* 23 Kaggle Gold Medals on MLE Bench.
* Efficiency: 60% more efficient than current baselines.
🔗 Code & Paper:
https://github.com/baidu-baige/LoongFlow
https://huggingface.co/papers/2512.24077
#AutoML #Kaggle #Agents #OpenSource #LLM
posted
an
update
about 3 hours ago
🥇 23 Kaggle Gold Medals. One Agent Framework.
Introducing LoongFlow: A Thinking & Learning Framework for Expert-Grade AI Agents.
Unlike traditional evolve agents(like OpenEvolve-Style), LoongFlow implements the PES (Plan-Execute-Summary) paradigm to learn from mistakes and avoid local optima.
🚀 Highlights:
* SOTA: Surpassed human mathematicians on 11 geometry/algebra problems.
* 23 Kaggle Gold Medals on MLE Bench.
* Efficiency: 60% more efficient than current baselines.
🔗 Code & Paper:
https://github.com/baidu-baige/LoongFlow
https://huggingface.co/papers/2512.24077
#AutoML #Kaggle #Agents #OpenSource #LLM
upvoted
an
article
about 8 hours ago
Beyond Brute Force: Why LoongFlow is the “Thinking” Evolution of OpenEvolve
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