✅ Property Testing - 2601 · Scour

A real-world case of property-based verification ✨Gleam

ochagavia.nl·5d·Lobsters, Hacker News, r/rust

Take Back Control of Your Screen Time – Brick LLC 🎮Language Ergonomics

getbrick.com·2d

Capture-Quiet Decomposition: A Verification Theorem for Chess Endgame Tablebases ⚖️Inference Rules

arxiv.org·11h·Hacker News

I Ran My KYB Engine at Three Quantization Levels. Accuracy Didn't Move. Cost Dropped 6x. 🗺️Region Inference

walsenburgtech.com·22h·Hacker News

TheAuditorTool/sast-benchmark: The first public OWASP-style SAST benchmark suite for Go, Rust, and Bash. Ground truth test cases with vulnerable/safe classifications for measuring detection accuracy (Youden's formula) of any static analysis tool. 🌳Pattern Match Compilation

github.com·2d·Hacker News

Cryptographic Provenance for LLM Inference ✓Formal Methods

commitllm.com·6d·Hacker News

Shipping faster, thinking less? The AI code verification trap 💬Prompt Engineering

leaddev.com·1d·Hacker News

The Art of Building Verifiers for Computer Use Agents 🏰Capability Machines

arxiv.org·1d

I Accidentally Reinvented Kernel (Programming Language) 📚Forth Compilers

fayash.me·5d·Hacker News

yutori-ai/frontend-visualqa: Gives coding agents eyes for frontend work — visual QA and verification powered by Yutori n1. 🛡️Error Ergonomics

github.com·2d·Hacker News

Why the Smart Model Reviewer Pattern Is Backwards 🌳Tree Shaking

cloudpresser.com·4d·Hacker News

Nidus: Externalized Reasoning for AI-Assisted Engineering 🧠Symbolic AI

arxiv.org·2d

Fuzzing the Unfuzzable: Securing LLM Applications with PromptFuzz 💬Prompt Engineering

medium.com·4d

The generation vs verification delta explains why LLM's are useful 🎯Finite Automata

simianwords.bearblog.dev·5d·Hacker News

SemLink: A Semantic-Aware Automated Test Oracle for Hyperlink Verification using Siamese Sentence-BERT 🧠Semantic Parsing

arxiv.org·2d

Verification Is the Next Bottleneck in AI-Assisted Development 🎭Program Synthesis

opslane.com·5d·Hacker News

Factual Verification for AI ⚡Automated Reasoning

enterprise.factagora.com·3d·Hacker News, Hacker News

Steering the Verifiability of Multimodal AI Hallucinations 💡Explainable AI

arxiv.org·1d

Compare harnesses not models: Blitzy vs. GPT-5.4 on SWE-Bench Pro 🕸️WASM

quesma.com·3d·Hacker News

LLMs Should Express Uncertainty Explicitly 💬Prompt Engineering

arxiv.org·2d

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