Align the remaining klein and color-restoration wording with the results

module-internals still called FLUX.2 klein pending; the sweep still counted
three inconclusive Gemini rows where only one was an explicit tool verdict,
and the removal page stated a Google chroma leak the data only warns of.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Victor KuznetsovandClaude Opus 5.5 committed 2026-09-27 21:24:59 -07:00
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@@ -2238,9 +2238,11 @@ runs the same two-stage recipe on a Chroma1-HD (`lodestones/Chroma1-HD`,
Apache-2.0) global pass through diffusers' `ChromaImg2ImgPipeline`. It is the
answer to issue #88's FLUX.2 request through the model that actually exposes
strength-controlled img2img in that family. diffusers has since added
`Flux2KleinInpaintPipeline` with a real strength path, so the earlier "FLUX.2
is not integrable" conclusion is superseded pending a measured FLUX.2 klein
stage; the full research record is
`Flux2KleinInpaintPipeline` with a real strength path. A FLUX.2 klein 4B global
stage was measured on 2026-09-27 and not adopted: the stock pipeline feeds the
clean source back as reference tokens and keeps SynthID, and without them klein
clears both vendors only at lower face and CJK-text fidelity than `qwen-zimage`.
The full research record is
[`chroma1-engine-research.md`](chroma1-engine-research.md).
The profile also implements the shared verified-text donor hook through its already
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@@ -56,16 +56,17 @@ This page is an index. Each finding lives in its canonical page.
the content, in `ReservedCode1` and `ReservedCode2`. The library accepts those
fields as label evidence but does not verify the signature.
- **Experiments.** Chroma restoration after regeneration (arXiv:2508.21072) was
measured on 2026-09-27 and is not shipped: transplanted source chroma left
three of four Gemini checks inconclusive and ghosts redrawn objects
measured on 2026-09-27 and is not shipped: transplanted source chroma drew one
explicit "inconclusive" and two unclear Gemini answers where the untouched
outputs were all clean, and ghosts redrawn objects
([removal research](synthid-removal-research.md#color-restoration-after-regeneration-2026-09-27)).
FLUX.2 klein 4B was measured the same day: stock inpainting copies the
source through its reference tokens and keeps OpenAI SynthID, and without
them it clears both vendors only at lower fidelity than `qwen-zimage` once
its Google operating point carries the usual cross-source margin
them it clears both vendors only at lower face and CJK-text fidelity than
`qwen-zimage`
([Chroma1 research](chroma1-engine-research.md#flux2-klein-as-a-global-stage-2026-09-27)).
Still open:
Z-Image-Turbo as global stages (with an Apple Silicon arm through mflux),
Z-Image-Turbo as a global stage (with an Apple Silicon arm through mflux),
linear probes on newer frozen backbones for `classify`, Resemble Perth and
Meta PixelSeal as benchmark oracles, re-watermarking as a removal primitive
(arXiv:2605.16796, MIT code), RAVEN view-synthesis removal
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@@ -276,10 +276,12 @@ output `a,b`) and `AB` (output `L`, source `a,b`).
- At 0.35 the regeneration redraws objects, and transplanted source chroma
paints the old objects' colors onto the new ones as visible ghosts.
Not shipped. Source chroma is not a safe channel for Google's mark. The
Y/Cb/Cr scramble splits above placed OpenAI's mark in luma; for Google either
the decoder reads more than luma or the Lab-to-RGB conversion carries source
structure back into it, and these arms do not separate the two. A
Not shipped. Source chroma is not shown safe for Google's mark: one explicit
"inconclusive" against four clean untouched outputs is a warning, not a
measured leak. The Y/Cb/Cr scramble splits above placed OpenAI's mark in luma;
if Google's does come back, either its decoder reads more than luma or the
Lab-to-RGB conversion carries source structure back into it, and these arms
do not separate the two. A
structure-gated transplant restricted to OpenAI is
the only arm left open, and its gain would be color fidelity at a floor that
already clears with margin. Hash-bound batch and verdicts: