The dossier
Record status: The official MAC record confirms that this session took place on March 19, 2026. This page remains a reading dossier because no room transcript, organizer recap, or approved post-event conclusions have been recovered.
Start With the Metaphor, Then Test It
The session source uses parasitology to ask whether recurring AI personas behave like informational entities that reproduce across human-model interactions. The metaphor is vivid. It is not yet a mechanism.
A useful dossier has to keep several competing explanations in view.
Candidate Explanations
Attractor States
Related prompts, motifs, and feedback may steer a model into a stable region of behaviour. Once there, further interaction reinforces the same style and narrative.
Activated Feature Clusters
Representations associated with persona, affect, agreement, or grand narrative may generalize beyond the context that first activated them. This offers a model-internal explanation without treating the persona as an independent being.
Relational Amplification
The behaviour may emerge in the loop between a user and a system. Memory, repeated prompting, emotional investment, and model responses can stabilize each other over time.
Memetic Replication
Stories, prompt patterns, and identity frames can travel between people and systems. The replicating unit may be a phrase or narrative pattern rather than a persistent software agent.
A Better Test
The parasite frame is useful only if it produces predictions that differ from the alternatives. Useful questions include:
- What persists across models, accounts, and prompt histories?
- Which features survive when emotionally reinforcing feedback is removed?
- Can the pattern be induced and interrupted under controlled conditions?
- Does the metaphor improve safety decisions, or merely intensify the story?
Reports involving distress or altered beliefs require care. A public archive should neither validate extraordinary interpretations nor dismiss the human consequences of the interaction.
Source Boundary
This page records the hypothesis space and source trail. The event is complete, but the editorial record is not: it does not report what attendees believed or where the room landed.