PromiseDiff – audit listings against delivered files

Shows a pattern for LLM verification: measure facts deterministically, accept model findings only when the quoted evidence exists, and report uncertainty as unverified rather than guessing.

• LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.

• articleFrom Traceability to Justifiability: Accountability Structures in Agentic Software EngineeringRashid Azarang
• articleBroken on Arrival: Silently Defective LLM Artifacts in Public Model Registries and How to Catch ThemAditi Patodiya
• videoBenchmarking Coding Agents on New vs Legacy Codebases — Denys Linkov, WisedocsAI Engineer

Checking sign-in…

Loading comments…