**Rapidly evolving our design of customer experiences, to competently welcome the dead bots into our crowds of people at work?**
Yes no problem? We've got that investment under way?
"""
interfaces
Where users direct and oversee AI behavior, evolving from an input surface to a command center as the model works more independently.
Context
User inputs sent via prompts, uploads, configurations, and connections and expanding to include knowledge inferred from behavioral patterns, integrated systems, and the content it has permission to access.
Harness
The operational layer that determines what the model can access, use, and do, allowing the AI to complete tasks independently, while remaining governed by constraints and user preferences.
Model
The training, capabilities, and behavior that determine which tasks and modes the model excels at and shape how it performs.
Governance
Rules, standards, and preferences that determine what data the AI can access, what it's allowed to do, what it must refuse or explain, and where humans remain in the loop.
Emergence
The variance and unknown behavior that appear when probabilistic systems operate in the real world. Designers cannot eliminate emergence, but they can design the conditions that make unwanted behavior easier to observe and correct.
"""
<= https://twitter.com/elou/status/2077463050060521876
