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Applied AI·September 3, 2026·1 min read

Claude can now click and type in the background while you work

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Background control via Claude Cowork and Code moves from chat-based assistance to true parallel agents operating on your machine. Before you hand over workflows, decide which systems are in-bounds, instrument logging, and set hard limits on what an agent can click, type, and exfiltrate while you’re not watching.

Applied AI

Meta says Muse Spark 1.3 has frontier performance — but its best results come from a model developers can’t broadly use yet

Meta touting Muse Spark 1.3 as “frontier performance almost too cheap to meter” while its best variant isn’t broadly available highlights the growing gap between lab benchmarks and what most developers can actually deploy. When you evaluate models, optimize for the capabilities and licensing you can access today—not the internal versions showcased on leaderboards.