Overview Artifact status: The surviving 100-question / 223-step benchmark is the primary reconstruction input. The legacy 82-question count-matched artifact is diagnostic only; it is not the recovered ...

In stage 4 many directions answered close to all 10 requests, so the test could not tell them apart; I made 14 candidates and compared them on capability and in real use. The versions that edit only ...

Explore a proposed approach to tracking software requirements across AI-generated code and tests using StrictDoc, Tracey, and ...

Gitleaks tutorial: scan git history, block secrets with a pre-commit hook and gate pull requests in GitHub Actions. 12 steps, ...

On October 21, 2026, the Digital Agency introduced a certain tool.Its name is 'Harunobu'.It is a tool that scores how ...

Treat the LLM as a brain, not a source of facts. A practical guide to multi-agent LLM systems: prompts, orchestration, RAG, vector search, evals, and inference.

BigQuery ObjectRef is now GA. Combine unstructured data with Gemini to build powerful multimodal analytics and conversational ...

Azure LLM Speech is the flagship LLM-powered model available through enhanced mode on the shared fast transcription endpoint. Enhanced mode configures the request behavior. Azure LLM Speech is the ...

I leave the daily morning article publication to my PC. In a previous article, I introduced a design that ensures "it only runs once a day no matter how many times it's launched" (by writing what was ...

Prepare your data and grader, and then choose a response format and training settings. Create a reinforcement fine-tuning (RFT) job with Managed Training in Microsoft Foundry. For method comparisons ...