MUCHBOOM capabilities matrix Text: multilingual chat across ten parity-tested languages, code generation and review, structured-output extraction, calibrated-uncertainty bands on medicine, law, and finance answers. Vision-in: image understanding, OCR on short text, document parsing. Image-out: photographic and illustration styles; long text inside images is unreliable. Video-out: five and ten-second clips; on-screen text is often blurry or misspelled. Music-out: short instrumentals and vocals; long verses may be paraphrased. Agent mode: read-only web search, fetch from curated sources, code-read, database-read, document-parse — no autonomous writes, no purchases, no irreversible actions. Every capability is gated by a published feature flag and a constitutional red line; the live flag table is at /capabilities and the constitution is at /legal/constitution.
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Trust and transparency Browse the full transparency index at /trust . Highlights: model card , reproducible benchmarks , capabilities matrix , and the public API spec at /openapi/muchboom-v1.json .
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