Maya Chen writes about how AI is reshaping work — the skills that actually matter, the roles emerging, and the moves worth making. She reads the research and the release notes so you can skip the hype and act on what's real.
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As AI systems begin planning, using tools, and completing multi-step tasks, professionals need a clearer rule than “human in the loop”: decide what the system may do, what it must propose, and what always requires approval.
Muse Code's pitch — fan a big task out to parallel sub-agents in isolated worktrees — is a preview of a skill most developers haven't built yet: running a small team of AI coders instead of a single assistant.
Grok 4.5's price cut, Lovable's reported $13.2B valuation talks, and a $100M raise for AI-native cloud infrastructure aren't just VC gossip — they're a preview of what you'll be expected to ship, and how fast, to get hired this year.
