Coding Agents Are Outliers
🤖Program Synthesis
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Helios-Engine ,Why I Built Another LLM Agent Framework (And Why You Might Actually Care)
🧱Immutable Infrastructure
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For Synthetic Situations
lesswrong.com·1d
🎮Verification Games
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LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data Centers
arxiv.org·21h
🧠Automated Reasoning
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A Comparative Study of Hybrid Post-Quantum Cryptographic X.509 Certificate Schemes
arxiv.org·21h
🔒Protocol Verification
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ARC-GEN: A Mimetic Procedural Benchmark Generator for the Abstraction and Reasoning Corpus
arxiv.org·21h
🧩Parser Combinators
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ShadowLogic: Backdoors in Any Whitebox LLM
arxiv.org·21h
🛡️seL4
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Show HN: Extrai – An open-source tool to fight LLM randomness in data extraction
💎Refinement Types
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Automated Sentiment-Driven Resource Allocation for Community Resilience Planning
🩹Self-Healing Systems
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Solving a problem with mindware
lesswrong.com·1d
🔲Cellular Automata
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AI Progress Should Be Measured by Capability-Per-Resource, Not Scale Alone: A Framework for Gradient-Guided Resource Allocation in LLMs
arxiv.org·21h
🎯Hindley-Milner
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Beyond ImageNet: Understanding Cross-Dataset Robustness of Lightweight Vision Models
arxiv.org·21h
❓Existential Types
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ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation
arxiv.org·21h
🎯Hindley-Milner
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EL-MIA: Quantifying Membership Inference Risks of Sensitive Entities in LLMs
arxiv.org·21h
🛡️Privacy Engineering
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IL-PCSR: Legal Corpus for Prior Case and Statute Retrieval
arxiv.org·21h
🧩Parser Combinators
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