# AI Surveillance State
**Entity class:** Governance risk
**Domain:** Artificial intelligence / Civil liberties
**Maturity:** Developed
## Definition
An AI surveillance state uses machine intelligence to monitor communication, computation, movement, association, and behavior at population scale.
## Mechanism and significance
The broadcast raises the possibility that enforcing a broad ban on recursive improvement could require surveillance of private local models and ordinary technical experimentation.
## Relationships
- **Research dossier:** [[research/ASI and RSI Timeline Research Moonshots|ASI and RSI Timeline Research Moonshots]]
- **Ontology route:** [[ASI and RSI Timeline Ontology#AI Control, Law, and Alignment|AI Control, Law, and Alignment]]
- **Primary fields:** [[AI Control]] · [[AI Safety]] · [[AI Infrastructure Consent]]
- **Adjacent concepts:** [[Embedded Government AI Auditor]] · [[Algorithmic-Prohibition Enforceability]] · [[Corporate-Liability Chilling Effect]] · [[Cryptography Export Controls]]
## Sources and provenance
- [[research/ASI and RSI Timeline Research Moonshots|ASI and RSI Timeline Research Moonshots]] — immediate source for this node's role in the broadcast research map.
## Evidence boundary
The research dossier establishes why this entity or concept belongs in the Moonshots ontology. Time-sensitive organizational, product, policy, and performance claims should be checked against the linked primary source or a current authoritative source before reuse as settled fact.
## Simple Reminders, Quotations, and Thoughts
> Recursive self-improvement can begin with a local model changing its own software harness on an ordinary computer. Fully enforcing a ban would therefore require surveillance of what people say to private models on their own machines—a technological thought police more dangerous than the capability it claims to suppress.
> **— Adapted from Richard Socher**, *MOONSHOTS Live, October 2026*
[[reminders/Surveillance/Banning Recursive AI Would Require a Thought Police by Richard Socher|Banning Recursive AI Would Require a Thought Police by Richard Socher]]