The people, infrastructure and economics shaping artificial intelligence.
Cognition published a security guide focused on practical controls across corporate accounts, developer machines, dependencies, and infrastructure. The recommendations matter as agents gain access to the same tools and credentials developers use.
OpenAI announced Grid Protectors, a program intended to reduce campus electricity demand during grid stress. Its practical significance will depend on enforceable commitments, response capability, and the costs allocated to other customers.
Sierra reported more than $400 million in annual recurring revenue and described customer demand for longer-running agent work. The announcement puts the definition and measurement of business outcomes under closer scrutiny.
GitHub outlined a broader agent-driven software delivery system at Universe 2026. Coordinating projects, model choices, reviews, and sessions could matter more to development teams than producing another stream of code.
Microsoft announced a common Copilot harness available through Foundry. A managed orchestration layer could reduce duplicated engineering, but teams still need to understand how context, controls, and model changes affect their agents.
OpenRouter rebuilt its default provider routing around realized price, speed, and reliability. The change shows why the cheapest listed token price may not produce the lowest cost for an accepted response.
An AI assistant can finish the visible work while quietly making the decisions behind it. A short decision record helps you distinguish useful delegation from accepting choices you never examined.
Epoch AI evaluated frontier models on tasks drawn from its own operations. The results show why a strong rubric score can still leave substantial review work before an output is ready to use.
