Italy’s Minerva project trained from scratch on 2.5 trillion tokens, yet scored just 4.9% on Italian academic tests, raising questions about scaling and investment.

Major AI labs publicly commit to automating R&D by 2026, signaling a strategic shift that could reshape AI development and workforce automation.

Portugal’s €5.5M AMÁLIA project is operational but raises critical questions about openness, native data, and objectives in European LLM efforts.

An in-depth overview of the Post-Labor Transition Atlas, its empirical basis, structural insights, and implications for AI-driven labor displacement.

Efforts are underway to develop reliable fair-market value assessments for used GPUs and AI hardware, aiming to resolve pricing disputes in secondary markets.

A new board packet generator for HOA managers is set to be tested, aiming to streamline monthly meeting preparations and improve transparency.