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Applied AI·September 21, 2026·1 min read

People are using ChatGPT for much more than writing and research — these are the 7 ideas I want to steal

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The most interesting ChatGPT usage is drifting into ad hoc tools—personal CRMs, decision copilots, lightweight planners—rather than just drafting text. Internal AI adoption programs should mine these emergent use cases from employees and formalize the ones that consistently save time.

Applied AI

OpenAI says automated research could improve alignment, but "fully autonomous RSI is not happening today" and shouldn't be pursued unless it can be done safely

OpenAI is drawing a public line between using automation to accelerate research and pursuing fully autonomous recursive self-improvement—shifting RSI from sci-fi to a governance topic. For teams building agentic research tools, expect more scrutiny on autonomy levels, human-in-the-loop controls, and how you cap feedback loops.