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Today's topics:
-Token-level adaptive model depth
-Inference APIs versus reserved GPUs
-Why prompt caching is cheaper
-Stopping free-trial bot abuse
-Instant Checkout inside ChatGPT apps
-ChatGPT’s new image studio
-Audio “segment anything” research
-Open long-context training recipes
-Mozilla’s optional AI browser
-AI-driven price discrimination concerns
-Databricks’ $134B funding round
-Resumable streaming for agents
-https://arxiv.org/abs/2507.10524
-https://workos.com/blog/what-is-free-trial-abuse
-https://developers.openai.com/apps-sdk/build/monetization/
-https://workos.com/radar
-https://www.semrush.com/lp/tldr-offer/en
-https://openai.com/index/new-chatgpt-images-is-here/
-https://newrepublic.com/article/204525/artificial-intelligence-consumers-data-dynamic-pricing
-https://ai.meta.com/samaudio/
-https://workos.com/radar
-https://fidjisimo.substack.com/p/more-dynamic-ai-experiences
-https://techfieldday.com/companies/cisco/
-https://www.pcgamer.com/hardware/firefox-is-becoming-an-ai-browser-and-the-internet-is-not-at-all-happy-about-it/
-https://www.datagravity.dev/p/inference-economics-101-reserved
-https://techfieldday.com/companies/cisco/)
-https://github.com/Tongyi-Zhiwen/Qwen-Doc
-https://about.fb.com/news/2025/12/updates-to-meta-ai-glasses-conversation-focus-spotify-integration/
-https://stardrift.ai/blog/streaming-resumptions
-https://workos.com/radar
-https://ngrok.com/blog/prompt-caching
-https://www.greptile.com/state-of-ai-coding-2025
-https://developer.nvidia.com/blog/inside-nvidia-nemotron-3-techniques-tools-and-data-that-make-it-efficient-and-accurate/
-https://www.cnbc.com/2025/12/16/databricks-funding-valuation.html
-https://www.semrush.com/lp/tldr-offer/en
-https://www.finalroundai.com/blog/aws-ceo-ai-cannot-replace-junior-developers
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