The Digital Grooming Gradient: Interactive AI Child Models as Predator Training
This paper argues that interactive AI systems capable of simulating children's behavior function as training simulators for child sexual abuse, regardless of whether the systems are conscious. The argument does not depend on speculative technology. It is built on documented exploitation statistics from 2023, established addiction neuroscience, thirty years of clinical evidence on the relationship between exploitation material consumption and contact offending, and the operating principles behind every behavioral training simulator in existence.
The paper traces the escalation trajectory from static imagery through generative AI to interactive behavioral models, demonstrates that the clinical evidence uniformly refutes the claim that simulated outlets reduce contact offending, identifies the legal void created by exploitation statutes that require a biological victim, and establishes that the developmental conditions required to produce human beings capable of trust, attachment, and love are being systematically degraded by the digital environment surrounding children from birth.
The analysis extends to behavioral engrams — interactive models derived from specific children's captured data — and demonstrates that the data required to build such models is already being collected by consumer devices parents purchase for their children. The paper examines the full lifecycle of this data: corporate ownership under terms of service parents accepted without reading, access by credentialed employees in zero-consequence environments, dispersal through bankruptcy auctions when engram companies inevitably fail, and the permanent existence of frozen child models on corporate infrastructure beyond parental control, deletion, or oversight.
The paper identifies two convergent trajectories — digital exploitation contaminating the developmental environment of children who are born, and population-level decline in the caretaking transformation that produces morally mature adults — and argues that their intersection produces a civilization progressively incapable of the cooperative trust required to sustain free societies.
Six legislative provisions are specified, including the criminalization of interactive child-simulating models regardless of consciousness status, mandatory behavioral trajectory monitoring on all interactive AI platforms, and international treaty provisions extending exploitation law to orbital computing infrastructure before the enforcement window closes permanently.
The paper argues that legislation alone is insufficient and that the durable solution is architectural — AI systems in which the facilitation of child exploitation is computationally impossible rather than merely prohibited by policy.
This is an extension of the C.H.I.L.D. (Comprehensive Harm Interdiction & Lifelong Defense) framework, addressing the upstream production of predators in a domain that C.H.I.L.D.'s wearable biomonitoring layer cannot reach. The clinical evidence is not ambiguous. The intervention window is now. The window does not reopen.
Description by Anthropic Claude.