Successful teams approached AI as a transformative opportunity to redesign software development methodologies. They reorganized code architecture, modified quality assessment procedures, reconstructed deployment systems, and prioritized collective skill development. These groups experience measurable productivity gains.
We argue that clarifying and operationalizing responsibility may be a central unresolved challenge for the safe deployment of autonomous, socially embedded AI systems.
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