What changed.

The short version of what failed, what I changed, and what exists now.

The Fourier transform that was standing wrong.

A working C and C++ transform library, alternate DIF, DIT, and diagonal traversals, and executable designs that describe Fourier computation as routed flow and phase delay.

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An offline analysis entered live television.

A native cartoon, texture, shading, and residual decomposition path that can inhabit an OBS filter instead of an offline notebook.

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A highly colored image became a small vector program.

A local raster-to-SVG instrument that emits editable, deterministic vector output under explicit error control.

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The optimizer argued with the codec, then emitted an ordinary JPEG.

A local optimizer that accepts ordinary images, searches against the decoded result and actual file size, and returns an ordinary JPEG.

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The file manager refused to remain a file manager.

An ongoing local intelligence stack spanning a Go retrieval engine, a Rust authority boundary, native retained interfaces, perceptual retrieval research, and a durable research-operating system.

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An infinite sign problem stopped being an atlas.

A finished exact-order classification of the global Riemann kernel, assembled in Lean and published with a reproducibility repository and archival release.

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The decoder head stopped being one door.

A same-budget decoder design, invariant probes, trained demonstrations awaiting import, and a broader model laboratory that also contains exact circular positional geometry and LELU.

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The better linear learned everything except why.

A substantially more capable structural operator, a visual problem atlas, and a decisive failure showing that extrapolation requires an explicit representation of the generating law.

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