Every major AI capability benchmark launched in 2023-2024 has been saturated or is nearing saturation within months, signaling rapid progress in AI research.
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AI Tools & Software
151 posts
The 90-Day Window Closed. Nobody Sent a Notice.
The 90-day window for responsible vulnerability disclosure has closed without any notices or patches from vendors, raising concerns about AI-driven exploits.
732 Bytes to Root. One Hour of Scan Time.
A new Linux kernel flaw, Copy Fail, was identified in just one hour of AI scan time, drastically lowering the cost of zero-day exploits and impacting enterprise security.
The Co-Founder’s Black Hole — A Structural Read on Jack Clark’s Automated AI R&D Essay
Anthropic co-founder Jack Clark predicts over 60% chance of fully automated AI research by 2028, raising concerns about institutional capacity and future risks.
Jack Clark Says It Out Loud — Reading the Co-Founder’s 60%/2028 Estimate on Automated AI R&D
Anthropic’s co-founder Jack Clark states publicly a 60% probability that AI systems capable of autonomous self-improvement will emerge by 2028, marking a significant policy milestone.
The Skills Marketplace, Six Months Later: Predicted vs Actual
An analysis of the skills marketplace six months after predictions, confirming growth, structural fragmentation, and emerging platform dynamics.
The Compute Concentration Audit: When Sovereign Wealth Funds Notice Three Companies Own the Frontier
Global regulators are investigating the dominance of AWS, Microsoft Azure, and Google Cloud over AI compute infrastructure, impacting frontier AI labs.
The Continual Learning Research Map: Where the Memento Constraint Stands in May 2026
An analysis of ongoing research into the Memento Constraint highlights the progress and persistent challenges in achieving genuine continual learning in AI models, with timelines extending into 2028-2030.
The Power Bottleneck: AI Data Centers and the Grid Cliff Approaching 2027-2028
Power constraints threaten AI data center expansion, with grid expansion delays and rising costs risking a deployment slowdown by 2028.
The New Personal Agent Layer
OpenClaw and Hermes introduce a new layer of persistent personal action agents, transforming how AI interacts with digital environments.