Deep Learning

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AI Benchmark Scores Are Misleading: Contamination, Conflicts of Interest, and Narrow Testing Plague Industry Standards

AI Benchmark Scores Are Misleading: Contamination, Conflicts of Interest, and Narrow Testing Plague Industry Standards

Jan 29, 2026
ngrok blog

AI benchmark scores are often dangerously misleading, plagued by training data contamination, conflicts of interest, and narrow testing that fails to reflect real-world performance, pushing developers toward building their own evaluations as industry standards struggle to keep pace with rapidly advancing models.

AI-Powered Animated Short Film 'Dear Upstairs Neighbors' Debuts at Sundance Using Custom Google DeepMind Technology

AI-Powered Animated Short Film 'Dear Upstairs Neighbors' Debuts at Sundance Using Custom Google DeepMind Technology

Jan 28, 2026
Google

Groundbreaking AI-animated short film 'Dear Upstairs Neighbors' premieres at Sundance, utilizing custom Google DeepMind technology that transforms rough animator sketches into polished painterly scenes through fine-tuned Veo and Imagen models, marking a revolutionary collaboration between human creativity and artificial intelligence in filmmaking.

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.

Anthropic CEO Compares U.S. Approval of Nvidia Chip Sales to China to 'Selling Nuclear Weapons to North Korea'

Anthropic CEO Compares U.S. Approval of Nvidia Chip Sales to China to 'Selling Nuclear Weapons to North Korea'

Jan 21, 2026
TechCrunch

Anthropic CEO Dario Amodei slams U.S. approval of Nvidia H200 chip sales to China as equivalent to 'selling nuclear weapons to North Korea,' warning that exporting advanced AI technology could create '100 million people smarter than Nobel Prize winners' under foreign control, despite Nvidia being a major Anthropic partner and …

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