Tag: interfaces

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May 19, 20266 min readTooling Deep DiveIntermediate180 min build

Task-Focused AI Interfaces: Practical Alternatives to the Chatbot-First Paradigm

Shows how the chatbot-default reshapes social, legal and environmental systems. Presents a practical guide and 3‑hour prototype for task-focused AI with provenance, checks, and rollout metrics.

AI design interfaces chatbots HCI governance

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