~/talk

The Next Transformation?

slides:none on file

Compares lessons from 15 years of DevOps to current generative AI work, arguing the real claim: treat AI as a slow transformation not a magic switch. Recommends creating safe incubators that run small experiments with LLMs (ChatGPT and similar) rather than big bang projects, notes most teams don’t see headline successes yet, highlights immediate top‑down funding and that costs are often not millions, and insists human skills (empathy, collaboration) remain the deciding factor.

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