AMÁLIA · The Three Hard Questions.

Portugal’s €5.5M AMÁLIA project is operational and outperforms many models in Portuguese benchmarks, but key questions about openness, native data, and goals remain.

The Atlas. What the framework is.

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

Fair-value appraisals for used GPUs and AI hardware

A new manual valuation approach for used AI hardware aims to establish transparent fair-market pricing, helping brokers resolve pricing disputes.

What Beginners Need in a YouTube or Podcast Setup

Great beginner setups for YouTube or podcasts start with essentials that build a solid foundation—discover what you need to succeed.

Board packet generator for HOA managers

A new board packet generator for HOA managers is being tested to streamline meeting preparations, offering potential efficiency gains for community management.

China Sphere Capability Gap, Q2 2026 Update: Five Labs, Five Strategies, One Narrowing Frontier

Five Chinese labs launched frontier-tier models in April 2026, narrowing the gap with US leaders in capability and cost efficiency, reshaping AI landscape.

The Regulatory Vacuum.

Google disclosed a zero-day vulnerability exploited by criminal actors on May 11, 2026, but no regulatory framework exists to manage AI-discovered threats, signaling a critical policy gap.

The Machine Economy — Capital-Heavy, Human-Light, Trading With Itself

Analysis of how AI-driven, autonomous firms are reshaping the economy by trading with each other, reducing human labor, and raising policy questions.

Three Public Vulnerabilities. Chained.

A chain of three known vulnerabilities was exploited in the TanStack npm packages on May 11, 2026, leading to widespread compromise. Details reveal public research was weaponized rapidly.

The Anthropic IPO Disclosure Document: What the S-1 Has to Say Before October

An in-depth analysis of Anthropic’s upcoming S-1 filing, revealing what the company must disclose, its implications, and what remains uncertain as the IPO approaches.