Jack Clark predicts over 60% chance of fully automated AI research by 2028, raising concerns about institutional readiness and future risks.
The Latest
The Co-Founder’s Black Hole — A Structural Read on Jack Clark’s Automated AI R&D Essay
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 publicly estimates a 60% probability that autonomous AI systems capable of self-improvement could emerge by 2028, signaling a major policy stance.
The Skills Marketplace, Six Months Later: Predicted vs Actual
An analysis of the skills marketplace six months later, confirming growth and fragmentation, with insights into impacts for creators, platforms, and users.
The Compute Concentration Audit: When Sovereign Wealth Funds Notice Three Companies Own the Frontier
Regulators are conducting a structural audit of the cloud infrastructure market, focusing on three dominant providers and their impact on AI development and investment.
The Power Bottleneck: AI Data Centers and the Grid Cliff Approaching 2027-2028
Power constraints threaten AI data center expansion as grid expansion lags behind hyperscaler capex, risking deployment delays and increased costs.
The Continual Learning Research Map: Where the Memento Constraint Stands in May 2026
Six months after initial analysis, the research community confirms the Memento Constraint remains a key bottleneck in AI continual learning, with no ready solutions yet.
The New Personal Agent Layer
OpenClaw introduces a new personal agent layer enabling persistent, action-oriented AI that integrates across digital environments, marking a shift in AI capabilities.
One markdown file, publish-ready for every platform
A web tool is being tested that allows creators to convert a single markdown file into formats suitable for blogs, newsletters, and social media, saving time and effort.
How to Choose a Robot Vacuum Without Paying for Features You Won’t Use
Beyond unnecessary features, discover how to select a robot vacuum that truly meets your needs and fits your budget for smarter cleaning.
Career Capital: The Quiet Advantage That Opens Bigger Doors
Building your career capital means developing your skills, relationships, and experience over…