Most "AI agent" tutorials wire the model straight to execution: user asks → model decides → system...
Most "AI agent" tutorials wire the model straight to execution:
user asks → model decides → system runs
That's fine for a demo. It's dangerous the moment an action can charge a card,
send over a paid channel, publish content, or breach a plan limit. "The model
decided" is not an acceptable audit trail.
The Problem Nobody Wants to Say Out Loud Most LLM agent deployments have a quiet assumption baked...
I'm in a group called AARM. It's a bunch of people trying to work out how you actually secure what an...
If you've ever handed the decision‑making about what your AI agent can and cannot do to a large...
Let the model interpret. Let software validate. Let workflows own state, approvals, and side effects.
Your agent does whatever it reasoned it should do. Sometimes that means finishing the task. Sometimes...
Watch now | The next serious agent failure won’t look like a jailbreak.
