Stephen Downes

Knowledge, Learning, Community

The image in this Zapier web page offers an interesting set of rubrics for AI fluency (image here) in disciplines from software engineering to customer support to HR and marketing. It's notable that the rubric reflects attitudes as much as it does skills and practices. Someone in product development who "dismisses AI as hype, showing no curiosity about user value" would be rated as "unacceptable", for example.

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Stephen Downes Stephen Downes, Casselman, Canada
stephen@downes.ca

Copyright 2025
Last Updated: Aug 28, 2025 9:15 p.m.

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