Major AI labs publicly commit to automating AI R&D by 2026, signaling a strategic shift and raising questions about the future of AI development.
The Forecast Is the Plan.
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AI & Tooling
242 posts
AMÁLIA · The Three Hard Questions.
Portugal’s €5.5M AMÁLIA model is operational but raises critical questions about openness, native data, and goals amid European sovereign-LLM efforts.
The Atlas. What the framework is.
Analyzing the Post-Labor Transition Atlas, a new empirical framework examining AI-driven labor displacement, policies, and structural alternatives as of 2026.
Fair-value appraisals for used GPUs and AI hardware
A new manual valuation method for used AI hardware aims to establish transparent market pricing, helping brokers resolve price disputes and improve resale accuracy.
Board packet generator for HOA managers
A new board packet generator for HOA managers is being tested to streamline meeting preparations, offering a potential efficiency boost for community management.
The Machine Economy — Capital-Heavy, Human-Light, Trading With Itself
Analysis of how AI-driven firms are evolving into autonomous, capital-intensive entities, reshaping economic structures and raising new policy challenges.
China Sphere Capability Gap, Q2 2026 Update: Five Labs, Five Strategies, One Narrowing Frontier
Chinese labs launched five frontier-tier models within four weeks, narrowing the capability gap with US leaders amid cost and licensing advantages.
The Compounding Error Problem — Why 99.9% Alignment Decays to 60% in 500 Generations
Research indicates that even 99.9% alignment accuracy per generation drops to around 60% after 500 recursive AI generations, raising concerns about long-term safety.
One-idea-per-email drip platform for developer onboarding
A startup tests a drip email platform focused on delivering single technical ideas per message to enhance developer onboarding effectiveness.
Data retention cleanup assistant for small law firms
A new data retention cleanup assistant for small law firms is being tested to streamline old matter file review and improve operational efficiency.
