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AI term correction failed with HTTP 404 because Groq removed the hardcoded qwen/qwen3-32b model. Switched to the production model llama-3.3-70b-versatile
and dropped the qwen-specific reasoning_effort parameter.
The model-availability check now reports a 404 clearly (“model unavailable — Groq may
have renamed or removed it”) instead of a bare HTTP 404.