FLUX.2

A dated reading of what is claimed, reported, and independently verified in the current evidence.

Current reading

The readiness gap, in one scan

AI-assisted assembly · derived results

Evidence strength Critical

Decision

Human editorial judgment · 2026-06-28

Adopt with guardrails

Why: Frontier-grade quality with strong multi-reference consistency and a commercial API at low per-megapixel cost is directly useful for brand/reel assets; the open-weight path is real but currently hardware- and license-constrained, so the managed API is the low-risk entry.
Next: Pilot FLUX.2 [pro] API (~$0.03 first output MP, then $0.015/MP; up to 4MP) for product-shot + multi-reference consistency jobs; A/B against current Imagen/Gemini path; keep Ideogram in the loop for heavy-text creatives. Defer self-hosted [dev] until a >=48GB GPU or the Apache [klein] build lands.

Constraints

No named blocker is present in the current public projection.

Evidence summary

AI-assisted assembly

Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.

Publication record

Initial public reading

This is the initial public reading. No earlier readiness change is recorded.