James

Jameshua

3

AI & ML interests

Inference Optimization

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upvoted a paper 2 days ago

Multi-Head Latent Control: A Unified Interface for LLM Agent Decision Making

upvoted a paper 7 months ago

Confidence Estimation for LLMs in Multi-turn Interactions

upvoted a paper 7 months ago

Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits

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upvoted a paper 2 days ago

Multi-Head Latent Control: A Unified Interface for LLM Agent Decision Making

Paper • 2607.14277 • Published 15 days ago • 8

upvoted 2 papers 7 months ago

Confidence Estimation for LLMs in Multi-turn Interactions

Paper • 2601.02179 • Published Jan 5 • 17

Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits

Paper • 2512.20578 • Published Dec 23, 2025 • 87