AI News for Jan 17, 2026

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Today's topics:
-Memecoins piggyback on AI devs
-Claude usage, success, and inequality
-Salesforce AI rollback and layoffs
-Nvidia inference threats and SRAM
-TSMC pricing power in AI boom
-Faster robot reasoning with latent CoT
-Distilling long reasoning efficiently
-Why scaling laws look smooth
-AI labs talent churn to OpenAI
-Specialized SME chatbots and grounding
-No-code builders and newsletter ads
-Generative AI risks in schools

-https://advertise.tldr.tech/)
-https://arxiv.org/abs/2601.0901
-https://framer.link/TLDRAI),
-https://x.com/ericvishria/status/2011603021957120374
-https://www.seangoedecke.com/gas-and-ralph/
-https://www.planetearthandbeyond.co/p/reality-is-breaking-the-ai-revolution
-https://www.anthropic.com/research/anthropic-economic-index-january-2026-report
-https://ericjmichaud.com/quanta/
-https://framer.link/TLDRAI)
-https://jasper0314-huang.github.io/fast-thinkact/
-https://www.culpium.com/p/exclusiveapple-is-fighting-for-tsmc
-https://sherwood.news/tech/two-cofounders-leave-thinking-machines-lab-to-return-to-openai/
-https://www.scroll.ai/
-https://github.com/D2I-ai/dasd-thinking
-https://www.uxtopian.com/journal/were-more-patient-with-ai-than-one-another
-https://www.theregister.com/2026/01/15/forrester_ai_jobs_impact/
-https://www.scroll.ai/
-https://www.anthropic.com/news/accelerating-scientific-research
-https://www.npr.org/2026/01/14/nx-s1-5674741/ai-schools-education


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