Mara: That shift in framing is the whole architecture. The proposal is to replace the Agent as the unit of agency with something called a MUSE Act — Mutually Untrusting, Specific, and Ephemeral. Each Act independently asks whether its input is appropriate before proceeding.
Agentless Agentic Systems: How MUSE Acts Compose Wisely.
The usual abstraction for an AI system with initiative is the Agent. An Agent is given a name, a role, a model, memory, tools, credentials, permissions, perhaps a budget, and enough persistence to pursue a goal over time. This is convenient as a programming abstraction. It is a poor protection abstraction.
A Spec for AI Science: How Research Objects Enable Rigorous Agentic Drug Discovery
In science, unanchored agentic AI risks becoming its own form of vibe coding—speed without accountability. Spec Science is the alternative: structured, reproducible, and grounded in Research Objects (ROs).
