Suleyman: at 10% extinction risk, "we absolutely have to stop"

Private Safety Processing lets OpenAI review related API requests for safety without retaining prompts or responses, with records staying in the customer's environment. An automated safety agent reviews them, and OpenAI personnel cannot access the content.

The ungated site explains how security data pipelines cut SIEM ingestion costs while preserving detection coverage. It also covers preparing the data layer for AI-driven security operations.

Forrester Research founder and CEO George Colony says the AI boom may be entering a new phase, with custom chips challenging Nvidia's dominance and value shifting toward software. He warns the transition won't be smooth and companies must adapt to AI computing or risk being left behind.

David N. Miller discusses how higher cost of capital affects AI investment, pointing to flexible financing for hard-to-refinance assets and infrastructure beyond the AI boom. He also covers AI's long-term potential, concentration risks, and why selectivity matters for investors.

Filmed in London on October 14, 2026, Huang said "I don't build my own AI. Mostly I use a service called Perplexity." The clip was captured by Kim Isenberg during his Europe tour.

Patch release v0.26.8 keeps ACP parity runtime state out of the workspace and repins the RHEL 10 rpm root to the current stream10 digest. CI linter archive downloads now resume instead of restarting.