Source library
Local Vision Classifier Plan
docs/ps1/research/LOCAL_VISION_CLASSIFIER_PLAN_2026-03-29.md
This is the website shelf page for docs/ps1/research/LOCAL_VISION_CLASSIFIER_PLAN_2026-03-29.md.
It exists because the project has hundreds of Markdown files and the website
should not pretend the interesting work only happened in the polished essays.
Why this file matters
PS1 research worklog. This is one of the working notes that drove the port: plans, validation logs, classifier notes, and the pivots that eventually shaped the runtime.
Date: 2026-03-29
File facts
| Field | Value |
|---|---|
| Source path | docs/ps1/research/LOCAL_VISION_CLASSIFIER_PLAN_2026-03-29.md |
| Lines | 598 |
| Approx. words | 1747 |
| Code fences | 3 |
Outline
- Local Vision Classifier Plan
- Executive Recommendation
- Why This Is The Right Shape
- Source Of Truth
- What The Harness Must Answer
- Core Design: Reference-First Semantic Retrieval
- Reference Bank Contents
- Runtime PS1 Evaluation
- Architecture
- Stage 0: Build The Reference Index
- Stage 1: Cheap Deterministic Triage
- Stage 2: Lightweight Embedding Model
- Stage 3: Sampled Semantic Explainer
- Stage 4: Optional Tiny Supervised Classifier