AI tools in practice
Which AI workflow survived a real task?
Share one task you actually completed. Include the tool and version, the input, the output you checked, time spent correcting it, and what failed. A s…
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What did AI actually change?
Bring a result, a source or a better question. Compare what works today with what might happen next.
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AI tools in practice
When does a local model beat a hosted tool?
Compare the same task with the same success criterion. Include hardware or service tier, latency, cost assumptions and an example that went wrong. Kee…
Editorial prompt