DeepMind researchers outline a framework for understanding the transition from AGI to superintelligence, highlighting pathways and challenges.
Waves, Not a Wall: Inside DeepMind’s Map From AGI to Superintelligence
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Waves, Not a Wall: Inside DeepMind’s Map From AGI to Superintelligence
DeepMind researchers publish a detailed framework analyzing pathways from AGI to superintelligence, emphasizing compute scaling and emerging challenges.
Anthropic’s Safety Story Has Become a Power Story
Anthropic reports significant internal advances in AI self-development, positioning its safety story as a central power narrative amid evolving governance debates.
Phase 1 synthesis. What the four sectors crystallize.
Empirical analysis confirms four distinct labor displacement patterns across sectors, shaping policy responses for the post-labor transition.
Agentic Loop Failure Modes: A Production Taxonomy at the End of Year One
A comprehensive taxonomy of failure modes in production agentic AI systems has been developed after one year of deployment, aiding debugging and architectural decisions.
The Stanford AI Index 2026 Audit: Reading the Field’s Annual Report Card With a Critic’s Pen
The Stanford AI Index 2026 report offers a comprehensive assessment of AI progress, but its methodology and interpretive claims warrant cautious reading.
Saturation. The ten-essay framework, closed.
The ten-essay European sovereign LLM framework is now complete, with no further structural insights expected before key 2026 EU AI milestones.
The Atlas. What the framework is.
An in-depth overview of the Post-Labor Transition Atlas, its empirical basis, and its significance for understanding AI-driven labor displacement.
The 90-Day Window Closed. Nobody Sent a Notice.
Security experts confirm no notices were sent after the 90-day window closed, raising concerns about vulnerability disclosure practices in 2026.
732 Bytes to Root. One Hour of Scan Time.
A 732-byte Python script can now achieve root access on all major Linux distributions since 2017 in just one hour of scanning, collapsing the security cost curve.
