Adaptive Execution

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VASO: Formally Verifiable Self-Evolving Skills for Physical AI Agents

 📐TLA+  Content type: Academic
arxiv.org·
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The forgotten science behind self-improving companies

 👑Leader Election
uxdesign.cc
·

Mind the Gap: Can Frontier LLMs Pass a Standardized Office Proficiency Exam?

 🧮SMT Solvers  Content type: Academic
arxiv.org·

ACE-SQL: Adaptive Co-Optimization via Empirical Credit Assignment for Text-to-SQL

 💰Cost-Based Optimization  Content type: Academic
arxiv.org·

SPA: A SQL-Plan-Aware Reinforcement Learning Framework for Query Rewriting with LLMs

 🔍Query Plan Rewrites  Content type: Academic
arxiv.org·

MusaCoder: Native GPU Kernel Generation with Full-Stack Training on Moore Threads GPU

 SIMD Vectorization  Content type: Academic
arxiv.org·

Silent Failure in LLM Agent Systems: The Entropy Principle and the Inevitable Disorder of Autonomous Agents

 🔄Eventual Consistency  Content type: Academic
arxiv.org·

Bootstrapping Semantic Layer from Execution for Text-to-SQL

 Query Engines  Content type: Academic
arxiv.org·

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