Tag

Perception

2posts

LabApr 20, 202615 min

Perception Before Training — A Curriculum Interlude Between Parts 2 and 3

Date: 2026-04-20 Series: Sits between Part 2: The Math of Pattern Preservation and whatever Part 3 turns out to be. Part 2 argued for a training pipeline that preserves patterns from text through face

Faces Perception

Grid of diverse portrait faces at the same scale and lighting — the raw material that makes faces work as a data-mining channel.

LabApr 19, 202631 min

Faces as a Data-Mining Puzzle — Part 1: The Case for an Unlikely Interface

Date: 2026-04-16 Series: Part 1 of 2 — positioning. Part 2 covers the math of pattern preservation. Audience: technical readers who know embeddings, neural networks as black boxes, and basic ML, but n

Faces Perception