vision-language-models

Episodes (2)

Trajectory notes

• 2026-08-21T23:24:53Z: lfm25-vl-3b-edge-validation closed (faded) — The core position—that vendor speed/quality claims require representative, hardware-specific independent evaluation—is already explicit in Scott’s Capability Audit and Evidence Class Ladder. The model is still relevant as a potential
• 2026-08-15T14:32:56Z: cohere-north-micro-vision-validation closed (faded) — The evaluation-before-adoption position is already explicit in Scott’s Evaluation-Driven Development and Capability Audit pages, while Hardware-aware local inference, gamepc, and photoCrop make a capable 2.4B local VLM opera