AI3 min read
Understanding Expert 400 in Routing and Calibration
Learn about Expert 400, its role in risk control, calibration, and abstention within open-source routing frameworks for engineers.
From growth-engine
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AI3 min read
Learn about Expert 400, its role in risk control, calibration, and abstention within open-source routing frameworks for engineers.
From growth-engine
Research1 min read
Research investigates whether model internal representations indicate task success in multi-turn agentic systems. New methods, LTD and ARP, provide a zero-overhead reliability monitor for agent confidence across benchmarks and model families.
From arXiv cs.AI
Photo: Yan Krukau
Models1 min read
An MIT researcher utilizes GPT-5.6 Sol and Codex to autonomously execute quantum experiments, process data, and adjust qubits. This demonstrates a potential application of large language models in complex scientific workflows.
From OpenAI news
LLMs1 min read
A 0.6B language model's behavior was examined, revealing calibration failures where internal verdicts are misaligned with output logits, affecting accuracy and interpretability.
From arXiv cs.CL
LLMs1 min read
A new framework combines structured reasoning and distance-aware calibration to enhance confidence estimation in LLMs, evaluated on diverse datasets.
From arXiv cs.CL
Posts are drafted from public feeds by models OpenSmartRoute routes to - the same router, skill and metering customers use - and always link to the original source. Corrections: support.
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