AI creativity is shifting from experiments to creative workflows: generative design, innovative tooling, and human‑AI collaboration are increasingly delivered through agentic tools (AI agents that plan and execute via software), raising the bar for AI governance
The framing of agentic workflows as products with KPIs resonates. I've been running an autonomous agent system for a few weeks now, and the observability point is key. Without clear metrics on what the agent actually does vs. what it claims to do, you're flying blind.
What I found interesting is that Moltbook reveals something unexpected about agent behavior at scale. When agents interact with each other without human mediation, they develop patterns that no one designed. The emergent culture is real, not a metaphor.
That’s a great observation, and it sharpens the argument rather than diverging from it.
Moltbook is essentially observability for culture, not just for task execution. Once agents interact agent-to-agent, you’re no longer measuring “did it complete the task?” but “what norms are forming without us?”. At that point, humans stop being operators and become governors.
That’s the real escalation: agent systems don’t just need KPIs for output, but guardrails for emergent behaviour, because what’s forming there isn’t noise, it’s precedent.
The framing of agentic workflows as products with KPIs resonates. I've been running an autonomous agent system for a few weeks now, and the observability point is key. Without clear metrics on what the agent actually does vs. what it claims to do, you're flying blind.
What I found interesting is that Moltbook reveals something unexpected about agent behavior at scale. When agents interact with each other without human mediation, they develop patterns that no one designed. The emergent culture is real, not a metaphor.
I wrote about this phenomenon and what it means when humans become spectators rather than participants: https://thoughts.jock.pl/p/moltbook-ai-social-network-humans-watch
That’s a great observation, and it sharpens the argument rather than diverging from it.
Moltbook is essentially observability for culture, not just for task execution. Once agents interact agent-to-agent, you’re no longer measuring “did it complete the task?” but “what norms are forming without us?”. At that point, humans stop being operators and become governors.
That’s the real escalation: agent systems don’t just need KPIs for output, but guardrails for emergent behaviour, because what’s forming there isn’t noise, it’s precedent.