Jack Clark predicts over 60% chance of fully automated AI research by 2028, raising concerns about institutional capacity and future unpredictability.

A new Linux kernel privilege escalation bug was found using just one hour of AI-driven scanning, collapsing previous cost assumptions for zero-day exploits.

Every major AI R&D benchmark launched between 2023-2024 has reached saturation or is nearing it, indicating rapid progress in AI capabilities.

Anthropic’s co-founder Jack Clark publicly estimates over 60% probability that autonomous AI systems capable of self-innovation will emerge by 2028.

Six months after predictions, the skills marketplace has grown significantly but remains fragmented, with top players dominating and structural challenges persisting.

Major regulatory bodies are conducting a structural audit of the compute substrate behind frontier AI labs, focusing on AWS, Azure, and Google Cloud.

OpenClaw and Hermes introduce a new layer of persistent, action-oriented AI agents that operate across digital environments, transforming personal and enterprise workflows.

A detailed update on the current state of the Memento Constraint research map, highlighting progress, challenges, and timelines for autonomous AI.