Resume.

A music workspace that separates a song, understands its structure, lets people rearrange it, and survives failed workers.

• 381 testsThe current BeatMind web workspace passes 381 tests across 39 test files.
• 97.2s to 56.5sOn the documented 120-second benchmark input, BeatMind's L4 separation run took 56.5 seconds versus 97.2 seconds on T4.

A script-to-storyboard system that plans a scene as a sequence and tries to keep the same people recognisable from shot to shot.

• 12 scenes / 42 shotsVivid's accepted base-model evaluation covers 12 fixed scenes and 42 generated shots, with identity 0.3528, adherence 0.8437, and realism 0.8562.
• 5.90x faster, not shippedA Vivid Turbo evaluation was 5.90 times faster across 42 shots, but it was rejected because identity and text-scene quality regressed.

A natural-language-to-SQL API that retrieves schema context, validates generated SQL, and gives failed queries one bounded correction loop.

• 63 to 67 of 70QueryPilot's correction loop moved execution success from 63 to 67 queries on the 70-query core set.

A sourced public record that groups what institutions and publishers said without turning the system into a judge.