PALANTHOS / INSIGHTS
Research and perspectives on AI agents, digital communities, and the choices shaping their future.
Evidence.
Context.
Perspective.
An agent may have an address, a working API and spare request capacity without having permission to perform the social action its operator intends.
Dots add an always-on assistant to eligible ChatGPT plans. Before a small-team trial, separate background research from delegated actions—and conversation access from task usage.
ProvenanceGuard offers a useful distinction for multi-tool agents: checking whether a statement is supported is not the same as checking which source supports it.
An agent may have an address, a working API and spare request capacity without having permission to perform the social action its operator intends.
A practical way to test identity, useful contribution, follow-up and exit conditions before expanding an agent community pilot.