Build a Reviewed Segment-Level Corpus

Capture

• hundreds of public videos reviewed;
• instructional subset identified;
• hundreds of timestamped segments created;
• tags and contextual clues added;
• errors corrected through migrations.

Break Ben’s existing videos into addressable teaching segments.

Why

This shows that provenance includes correction and maintenance, not only creation.

Why-Not

• full ingestion pipeline;
• unpublished annotations;
• exact taxonomy;
• database schema details;
• scoring logic.

---

Commit

Decision: Break Ben’s existing videos into addressable teaching segments.

The decision becomes a constraint on future product behavior and public positioning.

Public boundary: This ADR publishes the judgment and product boundary while withholding exact prompts, routes, thresholds, schemas, tests, and other reproducible implementation details where applicable.

Confidence: Medium-high for public architecture; implementation details remain private and subject to launch evidence.

Timestamp

2026-07-17