🧮 Constraint SMT

Z3 Applications, Satisfiability Modulo Theories, Constraint Programming, Automated Reasoning

ProofOfThought: LLM-based reasoning using Z3 theorem proving
dev.to·1d·
Discuss: DEV
⚡SMT Integration
Toy Binary Decision Diagrams
philipzucker.com·1d
🧮Algebraic Datatypes
Constraint Satisfaction Approaches to Wordle: Novel Heuristics and Cross-Lexicon Validation
arxiv.org·1d
🧮SMT Solvers
LLM Optimization Notes: Memory, Compute and Inference Techniques
gaurigupta19.github.io·15h·
Discuss: Hacker News
💻Local LLMs
A grand week
blog.mitrichev.ch·1d·
Discuss: blog.mitrichev.ch
🧮SMT Solvers
Aria: An Agent For Retrieval and Iterative Auto-Formalization via Dependency Graph
arxiv.org·3h
⚡Proof Automation
Atomic and Saturated Models
functor.network·3d·
Discuss: Hacker News
🔢Denotational Semantics
iLLM-A*: Hybrid AI to speed up path planning by a factor of 1000
heise.de·9m
🧮Kolmogorov Complexity
Detecting Distillation Data from Reasoning Models
arxiv.org·3h
⚙️ABNF Mining
Cactus Language • Semantics 1
inquiryintoinquiry.com·15h
🔢Denotational Semantics
Inverse Mixed-Integer Programming: Learning Constraints then Objective Functions
arxiv.org·3h
📈Linear programming
DRPO: Efficient Reasoning via Decoupled Reward Policy Optimization
arxiv.org·3h
🎯Performance Proofs
What You Didn't Learn in Berkeley CS 188: Intro to RL
neelsomaniblog.com·4h·
Discuss: Hacker News
🔲Cellular Automata
PLSEMANTICSBENCH: Large Language Models As Programming Language Interpreters
arxiv.org·3h
💻Programming languages
Thinking on the Fly: Test-Time Reasoning Enhancement via Latent Thought Policy Optimization
arxiv.org·3h
💻Local LLMs
ProofOfThought: LLM-based reasoning using Z3 theorem proving
dev.to·2d·
Discuss: DEV
🧮Z3 Solver
MathArena Apex: Unconquered Final-Answer Problems
matharena.ai·2d·
Discuss: Hacker News
🧮SMT Solvers
From Noisy Traces to Stable Gradients: Bias-Variance Optimized Preference Optimization for Aligning Large Reasoning Models
arxiv.org·3h
🧮Kolmogorov Bounds
Certifiable Safe RLHF: Fixed-Penalty Constraint Optimization for Safer Language Models
arxiv.org·3h
🔗Parser Combinators
An alternative to knowledge graphs for storing loosely structured content
fleetingswallow.com·1d·
Discuss: Hacker News
🕸️Knowledge Graphs