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AI Models & Tools

Explore BIG CHANGE reporting on AI Models & Tools: what changed, how it works and why it matters.

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Practical guides

181 stories
Original story: guide

Evaluate an AI agent product across three decision axes

Map one agent product’s runtime and data paths, orchestration and oversight, and interface contract against your own mandatory requirements with a copyable decision worksheet.

114
Original story: guide

Diagnose six agent failure patterns from a real run

Use an owned Python Agents SDK trace and pre-run requirement to investigate six failure patterns, identify the first proven divergence, and verify a bounded repair.

137
Original story: guide

Build a resumable HTML scraping skill with bounded parallel fetching

Build a manual coding-agent skill that collects dated HTML cards with a SQLite cursor, bounded parallel fetches and ordered commits. Copy the complete Python script and skill, then check the JSON result and resume behavior.

111
Original story: guide

Make and check a full song with Lyria 3.5 in Gemini

Use Gemini's Pro and Full music controls to prompt an original structured song, then listen to and reopen the downloaded MP3 before a human rights decision.

127