THE OPEN NOTEBOOK

A book for the curious.

Name: The Welvet feature book
Author: Samuel Watson

70 chapters inside the Welvet AI engine. Start with why it exists, then follow the ideas into layers, learning, and the systems that connect them.

New to the work? Start with Welvet in plain language, then read What Welvet is. Code examples and reported results below are preserved from the source edition. Read the complete book on one page →

Explore:Everything I · Orientation II · Foundation III · Layers IV · Runtime V · Systems VI · Model IO VII · Apps VIII · Stubs IX · Validate

3 entries · Clear filters

IX · Validate

w2a — validation harness

Engine packages must stay free of tests. w2a owns timed 34×20×3 matrices, gap census, honesty stamps, and the train-mode permutation smoke (Test49). See §63 for a live full-suite run.

IX · Validate

Validation report — full suite

Claims are cheap; a stamped matrix is not. This is the actual output of one full w2a [0] Run ALL so the book's ✅ marks are backed by numbers you can reproduce, not asserted.

IX · Validate

Scorecard → v1.0 / minors

Version is earned from a weighted board, not marketing. v1.0 is 100/100 on the engine board. Minor/patch tags (v1.1.0, v1.1.1, …) pack features without a new board. Apps, stubs, and NPU sit