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Applied AI·July 23, 2026·1 min read

Jack Dorsey wants to take on Slack and GitHub with new Buzz platform bringing humans and agents together

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A single surface for human-AI conversations, project context, and code hosting is a bet that the “agent IDE” and the “team chat” converge. If you’re building internal tooling, start mapping where agents should live—in chat, in the repo, or in a dedicated orchestrator—because platforms like Buzz will try to own that junction.

Applied AI

A Google study using millions of de-identified AI interactions finds AI is helping workers, not replacing them, and much AI use is "shallow" for certain tasks

Usage telemetry from millions of interactions suggests most enterprise AI today is lightweight assistance, not deep workflow automation. That’s a green light to invest in higher-friction, embedded use cases — the shallow stuff is getting commoditized, but the real productivity delta is still mostly untapped.