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Pawel Jozefiak's avatar

The 'Review Fatigue' concept is something I'm actively fighting in my agent system. Built explicit verification loops and human approval gates for anything irreversible. Your point about UX becoming the primary business moat resonates - as AI capabilities commoditize, the differentiator becomes how seamlessly humans can direct these systems. https://thoughts.jock.pl/p/wiz-personal-ai-agent-claude-code-2026

Just J's avatar

The shift from a conversational UI to a delegative UI means we won’t just be asking AI for information we’ll be able to assign it goals and have it plan and execute tasks autonomously. This has an impact in all roles within companies: imagine managers eventually delegating not only to their team members but also to AI agents.

It’s exciting to think about the new workflows and efficiencies this could enable, but it also raises important questions about oversight and trust as AI takes on decision-making responsibilities.

Must read article not only for designers!

Joe Manghan's avatar

Fantastic article. One topic I felt was missing: edge models & improving intelligence density on edge devices. Would be very interested in your take around this. It seems to me to be a space ready for disruption - depending on if reasoning potential on edge models can continue to improve, & if anyone discovers decent product ideas for that space.