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Today's topics:

LLMs disagree on fact-checking - Lenz Research found frontier AI models diverge heavily on real-world fact-checking, highlighting reliability gaps, model priors, and the risk of single-model verification.

YouTube expands AI content labels - YouTube is making AI disclosure labels more prominent and adding auto-detection in May 2026, aiming for clearer transparency around photorealistic generative content.

AGI timelines keep shifting - A compilation of forecasts shows AI automation timelines for cognitive labor swinging earlier and later from 2023–2026, emphasizing rapid Bayesian-style updates after major model releases.

Enterprise AI agents drive revenue - Rumors of Anthropic profitability and analysis from Simon Willison point to coding agents, token-based enterprise pricing, and surging inference demand as the new business center of gravity.

UC debates test requirements in STEM - Over 600 UC faculty want SAT/ACT back for STEM admissions to measure math readiness, reopening the equity-versus-preparation debate at a major public university system.

AMD puts Linux Vivado behind paywall - AMD’s Vivado 2026.1 licensing moves free access to Windows-only, pushing Linux users into paid tiers and raising concerns about long-term tooling trust for students and researchers.

Neuromorphic Ising machine for optimization - Researchers built a neuromorphic, quantum-inspired Ising machine on standard hardware to tackle combinatorial optimization, suggesting new architectures as chip scaling slows.

RAPIRA language revival in TypeScript - An open-source interpreter brings the Soviet-era RAPIRA educational language to modern TypeScript and the browser, supporting retrocomputing, teaching, and historical preservation.

Building a DOCX plugin three ways - A developer rebuilt the same Claude Cowork DOCX plugin in Ruby, Java, and TypeScript, revealing how runtime libraries, packaging constraints, and typing shape real-world developer experience.

-Study Finds Frontier AI Models Disagree on Most Real-World Fact-Checks
-YouTube Makes AI Disclosures More Visible and Adds Automatic AI Labeling
-AGI Timeline Forecasts Swing Earlier Again After Early-2026 AI Progress
-UC math faculty call for SAT/ACT return for STEM admissions amid readiness concerns
-AMD’s Vivado 2026 Licensing Puts Free Linux Users Behind a Paid Tier
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