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Andrew Ng analyzed 10,000 job postings and found four core AI engineering skills: building apps, software fundamentals, using coding agents, and shaping the build.
Signal
Anthropic is implementing text watermarking for EU compliance. It's invisible, adds no characters, costs nothing extra, and can't trace users.
Greg Isenberg's agent test: [repeated trigger, stable inputs, clear tools, measurable finish, and judgment in the middle](/tweet/c1e74936-76df-458c-9ae0-1e40280e3e45). The last one matters most.
The biggest consumer AI opportunity is [closing the 47 tiny loops you keep avoiding](/tweet/0a4c6044-75ce-49d0-9ddb-2b69a323cf3a), like disputing charges or emailing people back.
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