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…
Editorial promptThe AGI discussion room
What did AI actually change?
Bring a result, a source or a better question. Compare what works today with what might happen next.
New community. The opening prompts below are editorial; member posts appear after review. No payment required.
Member discussions
No published member discussions here yet. Try an opening prompt below, or bring a question of your own.
Start with a concrete question
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 promptThe future of AI
What evidence would change your AGI timeline?
Name a claim, a date and a result that would make you revise your view. Start with the scorecard, then bring a primary source or a test someone else c…
Editorial promptThe future of AI
Which AI capability still fails outside a benchmark?
Describe a real setting where a reported capability did not transfer. Separate your observation from your explanation. Include the date, model version…
Editorial promptAI and your work
Which part of your job has actually changed?
Choose one recurring task. What did you do before, what do you do now, and who checks the result? Avoid naming an employer or sharing confidential mat…
Editorial promptAI and your work
What skill became more useful after adopting AI?
Describe a recent situation where a skill helped you find a mistake, improve an output or make a decision. Explain the task and what you would practic…
Editorial prompt