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DeepSeek-AI Unveils Open-Source OCR Model with Human-Like Visual Processing Technology

DeepSeek-AI Unveils Open-Source OCR Model with Human-Like Visual Processing Technology

Jan 28, 2026
GitHub

DeepSeek-AI launches DeepSeek-OCR-2, an open-source visual OCR model featuring groundbreaking Visual Causal Flow technology that mimics human visual processing, supporting dynamic resolution up to 6×768×768 plus 1×1024×1024 image patches with document-to-markdown conversion, PDF processing, and streaming output capabilities through vLLM and Transformers frameworks.

MIT Study Reveals Medical AI Models Fail on Up to 75% of New Data Despite Strong Overall Performance

MIT Study Reveals Medical AI Models Fail on Up to 75% of New Data Despite Strong Overall Performance

Jan 22, 2026
MIT News | Massachusetts Institute of Technology

MIT researchers discover that medical AI models appearing highly effective can catastrophically fail on up to 75% of new data when deployed in different hospital settings, with chest X-ray diagnostic systems missing critical conditions like pleural diseases due to spurious correlations that aren't caught by standard performance metrics.

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