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Slide AI Vision Rescue Audit

Latest Run

• Provider: codex-cli
• Model: gpt-5.4-mini
• Slides queued: 781
• Slides attempted: 515
• Existing AI vision files reused: 266
• AI vision text files written: 385
• AI vision text files available: 651
• Minimum confidence: 0.72
• Output directory: raw/sources/slide-ocr-ai-vision/

Notes

• This step is intentionally after OCR. OCR creates candidates and identifies weak frames; vision interpretation reads the actual image only for low-confidence cases.
• Free local vision is preferred through Ollama when available. Codex CLI uses gpt-5.4-mini by default through its existing login without reading OPENAI_API_KEY. OpenAI Responses API is used only when OPENAI_API_KEY is set and the provider is selected or auto-detected.
• Generated text is merged by scripts/improve_slide_ocr_rapidmerge.py as ai-vision, below operator-verified text but above raw OCR.