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shattered.io · Nov 11

LingBot-Touch Open-Sourced: 5,000 Hours of Touch Data [2026]

Robbyant open-sourced LingBot-Touch on Nov. 10, a tactile foundation model trained on nearly 5,000 hours of touch data. What is confirmed and what is not.

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Nov 4

Multi-step SWE: Can Coding Agents Keep Building on Their Own Code Over Long Horizons?

AI Long-horizon benchmark for coding agents building on their own code.

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arXiv

Oct 12

Beyond Successful Play: Diagnosing Opponent Modeling in Large Language Models

AI Benchmark for opponent modeling in LLMs

arXiv

Oct 12

Calibrating LLM Explanations to Human Decisions with Reinforcement Learning

AI RL framework for calibrating LLM explanations to human decisions

arXiv

Oct 12

Reliable Text-to-SQL in Resource-Constrained Settings with Small LLMs via Iterative Retry Workflows

AI Text-to-SQL with small LLMs and iterative retry workflows

arXiv

Oct 12

Does Personalization Break Trust? Open-Set Rejection Calibration Under Few-Shot On-Device Intent Adaptation

AI Study of OOS rejection calibration in few-shot on-device personalization

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