Five Chinese labs launched frontier-tier models within four weeks, narrowing the US-China AI capability gap in key areas, but the US still leads on top-tier tasks.
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AI & Tooling
43 posts
The Machine Economy — Capital-Heavy, Human-Light, Trading With Itself
Analysis of the emerging machine economy where AI-driven firms operate with minimal human input, reshaping markets and economic structures.
The Compounding Error Problem — Why 99.9% Alignment Decays to 60% in 500 Generations
Research shows that 99.9% alignment accuracy per generation drops to 60% after 500 generations, raising concerns over recursive self-improvement safety.
The Defender’s Counter-Cascade.
On May 11, 2026, Google disclosed the first confirmed use of an AI-built zero-day exploit. This highlights the deployment gap in AI security defenses and its implications.
The 90-Day Window Closed. Nobody Sent a Notice.
The 90-day window for responsible disclosure has closed without any notices or patches, raising concerns about vulnerability exploitation and security practices.
Every Benchmark Launched 2023-2024 Has Fallen — The METR / SWE-Bench / CORE-Bench / MLE-Bench / PostTrainBench Sequence
Every major AI research benchmark launched in 2023-2024 has reached saturation or is nearing it, indicating rapid progress in AI capabilities.
The Co-Founder’s Black Hole — A Structural Read on Jack Clark’s Automated AI R&D Essay
Jack Clark predicts a 60%+ chance of autonomous AI research by 2028, raising concerns about institutional readiness and future risks. This analysis explores the implications.
The Skills Marketplace, Six Months Later: Predicted vs Actual
An analysis of the skills marketplace’s growth and structure after six months, comparing initial predictions with actual developments and current realities.
Jack Clark Says It Out Loud — Reading the Co-Founder’s 60%/2028 Estimate on Automated AI R&D
Anthropic co-founder Jack Clark publicly estimates a 60% chance of autonomous AI R&D by 2028, signaling institutional confidence in rapid AI progress.
The Compute Concentration Audit: When Sovereign Wealth Funds Notice Three Companies Own the Frontier
Global regulators are conducting a structural audit of the AI compute substrate, revealing high dependency on three major cloud providers, with implications for sovereignty and competition.