Changelog / release

0.10.2 — Interpretability

Upgrade: pip install -U rapid-mlx · brew upgrade rapid-mlx · or grab the desktop app.

rapid-mlx jlens — read a model's internal draft. A read-only Jacobian-lens command that decodes what a model is disposed to say at every layer, reports where the answer crystallizes (early-exit headroom) and how far ahead of the logit lens it reads. Runs locally on quantized MLX models via a Jacobian–vector product — the full d×d Jacobian is never materialized and it differentiates through 4/8-bit weights. Follows Anthropic's Global Workspace work. Supports dense decoders (Qwen3, Llama, Phi); linear-attention / hybrid and VLM vision towers are flagged as unsupported rather than crashing. --verbose adds per-layer ranked readouts + the answer's rank trajectory; --json for machine output.