Thinking on the Fly: Test-Time Reasoning Enhancement via Latent Thought Policy Optimization
arxiv.orgยท5h
๐Ÿ’ปLocal LLMs
Online activities 6 โ€“ 12 October
ests.wordpress.comยท35m
๐Ÿ—๏ธConstructive Mathematics
Toy Binary Decision Diagrams
philipzucker.comยท1d
๐ŸงฎAlgebraic Datatypes
LLM Optimization Notes: Memory, Compute and Inference Techniques
gaurigupta19.github.ioยท17hยท
Discuss: Hacker News
๐Ÿ’ปLocal LLMs
Cactus Language โ€ข Semantics 1
inquiryintoinquiry.comยท17h
๐Ÿ”ขDenotational Semantics
Prompting Techniques for Specialised LLMs
dev.toยท1dยท
Discuss: DEV
๐Ÿ”—Constraint Handling
iLLM-A*: Hybrid AI to speed up path planning by a factor of 1000
heise.deยท2h
๐ŸงฎKolmogorov Complexity
Certifiable Safe RLHF: Fixed-Penalty Constraint Optimization for Safer Language Models
arxiv.orgยท5h
๐Ÿ”—Parser Combinators
Atomic and Saturated Models
functor.networkยท3dยท
Discuss: Hacker News
๐Ÿ”ขDenotational Semantics
Causal Abstractions, Categorically Unified
arxiv.orgยท5h
โœจEffect Handlers
PLSEMANTICSBENCH: Large Language Models As Programming Language Interpreters
arxiv.orgยท5h
๐Ÿ’ปProgramming languages
How to Perform Effective Agentic Context Engineering
towardsdatascience.comยท2h
โš™๏ธProof Engineering
Harnessing LLM for Noise-Robust Cognitive Diagnosis in Web-Based Intelligent Education Systems
arxiv.orgยท5h
๐Ÿง Intelligence Compression
Small Language Models for Agentic Systems: A Survey of Architectures, Capabilities, and Deployment Trade offs
arxiv.orgยท5h
โš™๏ธTLA+
Deterministic AI: Why Reliability, Not Creativity, Is the Future of LLMs
davletd.medium.comยท13hยท
Discuss: Hacker News
โš™๏ธTLA+
BrokenMath: A Benchmark for Sycophancy in Theorem Proving with LLMs
arxiv.orgยท5h
โœ“Automated Theorem Proving
Automated Verification of Code Logic & Security Vulnerabilities via Hyperdimensional Semantic Analysis
dev.toยท1dยท
Discuss: DEV
๐Ÿ“Code Metrics
SECA: Semantically Equivalent and Coherent Attacks for Eliciting LLM Hallucinations
arxiv.orgยท5h
๐Ÿ‘‘Coq Tactics
An alternative to knowledge graphs for storing loosely structured content
fleetingswallow.comยท1dยท
Discuss: Hacker News
๐Ÿ•ธ๏ธKnowledge Graphs
Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning
arxiv.orgยท5h
โšกIncremental Computation