•4 min read
The Helpfulness Pyramid: Why AI Agents Are Level 5
A way of thinking about how much agency we hand to AI systems, from recommendations up to autonomous execution with oversight.
FoundationsDavid Liew
The evergreen explainers. What agentic AI is, why agency is the shift that matters, and how much of it to hand over.
A way of thinking about how much agency we hand to AI systems, from recommendations up to autonomous execution with oversight.
How I explain AI systems that can actually take action and make decisions — not just analyze data or generate content.
Why the real game-changer isn't smarter AI — it's AI that can actually do things.
Speculation on what AI with agency unlocks, and what I think is coming.