Research Worth Reading Week 43/2025
pentesterlab.com·13h
🛡️Proof-Carrying Archives
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How to Scale LLM Apps Without Exploding Your Cloud Bill
hackernoon.com·14h
📄Text Chunking
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Multi-Task Vehicle Routing Solver via Mixture of Specialized Experts under State-Decomposable MDP
arxiv.org·7h
🧮SMT Solvers
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LLMs Are Bottlenecked by Linear Interfaces
📏Linear Logic
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Incentivizing Consistent, Effective and Scalable Reasoning Capability in Audio LLMs via Reasoning Process Rewards
arxiv.org·7h
🎵Audio ML
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String Seed of Thought: Prompting LLMs for Distribution-Faithful and Diverse Generation
arxiv.org·7h
🧪Binary Fuzzing
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We Programmers Need "Results"
📜Proof Carrying Code
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InnoGate: Anti-Piracy Research Discovery Platform with AI-Powered RAG and Auth0 FGA
🔌Archive APIs
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The Trojan Example: Jailbreaking LLMs through Template Filling and Unsafety Reasoning
arxiv.org·7h
🌐NetworkProtocols
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Agentic AI from First Principles: Reflection
towardsdatascience.com·2d
✨Effect Handlers
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NeuroGenPoisoning: Neuron-Guided Attacks on Retrieval-Augmented Generation of LLM via Genetic Optimization of External Knowledge
arxiv.org·7h
💻Local LLMs
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PARL: Prompt-based Agents for Reinforcement Learning
arxiv.org·7h
🌳Context free grammars
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I stopped looking for a single perfect AI coder and combined a web UI and CLI
⚔️Lean Tactics
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Corecursion
λLambda Encodings
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Can Confidence Estimates Decide When Chain-of-thought is Necessary for Llms?
arxiv.org·7h
💻Local LLMs
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Parsing Webpages with a LLM – Revisited
📝Concrete Syntax
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