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Applied AI·June 4, 2026·1 min read

Thinking Machines’ Murati on AI’s Next Chapter

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A dedicated lab talking about the “future of human-AI interaction” is a reminder that the interface layer is still wide open — chat is a stopgap, not the end state. If you’re only experimenting with text boxes and not multimodal, continuous, or embodied interfaces, you’re already behind the next chapter they’re designing for.

Applied AI

Cloudflare CEO Matthew Prince says agentic traffic is "growing so fast that bots have now passed human traffic online for the first time" (Mark Tyson/Tom's Hardware)

The internet is now majority machine-to-machine — 57.5% of HTTP requests are automated — which means your observability, fraud, and growth metrics are all polluted by default. Treat “user traffic” as an inferred signal, not a ground truth, and harden every public endpoint as if it’s being hammered by agents, not people.

Applied AI

Anthropic calls for top AI labs to weigh slowing or temporarily pausing development, suggesting that self-improving AI systems may soon pose societal risks (Wall Street Journal)

A frontier lab publicly floating a slowdown because of self-improving systems is a line in the sand — capability risk is now a board-level variable, not a Twitter debate. If your roadmap assumes uninterrupted model scaling, you’re exposed to a regime change in both regulation and upstream model access.