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Unsupported image rejections from text-only compatible providers should not poison the session, and low-trust multimodal usage spikes should not make context indicators report a full window. Constraint: Third-party Anthropic-compatible providers may report encoded media bytes as usage tokens. Rejected: Trust all provider usage uniformly | third-party media responses can pin context to 100% incorrectly. Confidence: high Scope-risk: moderate Directive: Do not remove the media-aware fallback without checking text-only provider recovery and desktop context indicators. Tested: bun run check:server Tested: focused media/context regression suite