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Today's topics:
-AI scientist compresses six months
-Big Tech strategy and caution
-Gemini 3, Nano Banana Pro
-Windows 11 Agent Workspace
-Black-box distillation with GAD
-Depth Anything 3 released
-Efficient pretraining data mix
-Sakana AI becomes top unicorn
-Monetization for AI products
-Okta AI crediting controversy
-Google Maps gets AI builders
-Context windows in Amp
-US–China AI strategy contrast
-OpenAI controls em dashes
-https://asia.nikkei.com/business/technology/artificial-intelligence/sakana-ai-takes-crown-as-japan-s-most-valuable-unicorn
-https://www.testingcatalog.com/google-to-release-nano-banana-pro-powered-by-gemini-3-pro-next-week/
-https://ytianzhu.github.io/Generative-Adversarial-Distillation/
-https://x.com/satyanadella/status/1989755076353921404
-https://metronome.com/blog/monetize-ai-with-full-pricing-flexibility
-https://www.windowslatest.com/2025/11/18/windows-11-to-add-an-ai-agent-that-runs-in-background-with-access-to-personal-folders-warns-of-security-risk/
-https://github.com/ByteDance-Seed/depth-anything-3
-https://miro.com/resources/ai-prototyping-landscape-guide/
-https://metronome.com/blog/monetize-ai-with-full-pricing-flexibility
-https://joshua.hu/ai-slop-okta-nextjs-0auth-security-vulnerability
-https://www.hyperdimensional.co/p/the-bitter-lessons
-https://ampcode.com/guides/context-management
-https://www.bbc.com/news/articles/cwy7vrd8k4eo
-https://techcrunch.com/2025/11/14/openai-says-its-fixed-chatgpts-em-dash-problem/
-https://huggingface.co/blog/codelion/optimal-dataset-mixing
-https://techcrunch.com/2025/11/10/google-maps-releases-new-ai-tools-to-let-you-create-interactive-projects/
-https://edisonscientific.com/articles/announcing-kosmos
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