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Today's topics:
-LLM safety pop-ups controversy
-GPT-5.2 tops ARC-AGI-2
-Speculative decoding goes production
-Public skepticism vs AI hype
-OpenAI’s WAU metric strategy
-NotebookLM Lecture and Tables
-Windows Rust rewrite clarified
-Agent memory for learning
-Vibium and Stirrup tooling
-Voice agents hit telephony
-Formal verification meets testing
-Hardware efficiency and AI
-https://substack.com/home/post/p-182524207
-https://threadreaderapp.com/thread/2003546910427361402.html
-https://threadreaderapp.com/thread/2001521806528971022.html
-https://fortune.com/2025/12/23/silicon-valleys-tone-deaf-take-on-the-ai-backlash-will-matter-in-2026/
-https://lmsys.org/blog/2025-12-23-spec-bundle-phase-1/
-https://mobiledevmemo.com/the-wau-effect/
-https://github.com/VibiumDev/vibium
-https://github.com/ArtificialAnalysis/Stirrup
-https://alperenkeles.com/posts/test-dont-verify/
-https://www.ashpreetbedi.com/articles/memory
-https://www.testingcatalog.com/exclusive-google-tests-30-minute-audio-lectures-on-notebooklm/
-https://workspaceupdates.googleblog.com/2025/12/transform-sources-structured-data-tables-notebooklm.html
-https://www.windowslatest.com/2025/12/24/microsoft-denies-rewriting-windows-11-using-ai-after-an-employees-one-engineer-one-month-one-million-code-post-on-linkedin-causes-outrage/
-https://github.com/hkjarral/Asterisk-AI-Voice-Agent
-https://build.ms/2025/12/22/codex-vs-claude-code-today/
-https://markmaunder.com/2025/nature-is-laughing-at-the-ai-build-out/
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