Dataveillance inhibits legitimate communication: causal evidence for chilling effects
A preregistered six-week longitudinal field experiment with 827 participants tested whether awareness of dataveillance inhibits lawful communication.
Open source ↗Can a civilization remain intellectually free if asking a machine a difficult question becomes evidence about the person asking it?
Dangerous information and dangerous intent are different objects. Inquiry may justify safer presentation or contextual information; it should not by itself create adverse civic status.
Truth boundary: verified present claims are sourced below; constitutional conclusions remain Concresca proposals unless separately enacted by a competent jurisdiction.
Machine-mediated inquiry makes the search interface psychologically intimate. A question about poison can arise from medicine, fiction, history, forensic work, personal fear, journalism or harmful planning. The syntax alone is radically underdetermined. A system optimized to discover dangerous people has a structural temptation to infer motive from subject matter.
The Inquiry–Intent Firewall therefore requires that lawful inquiry remain analytically inert for generalized adverse status unless external evidence creates a concrete nexus to harmful preparation. Research breadth and repeated curiosity cannot be treated as danger merely because genuine offenders also conduct research.
The social cost of getting this wrong is larger than individual false positives. A 2026 longitudinal field experiment in the Journal of Communication examined dataveillance and lawful communication, providing causal evidence relevant to chilling effects. The policy question is whether people begin avoiding lawful reading, research, association or candor because they anticipate downstream algorithmic interpretation.
The strongest architecture protects both security and inquiry by changing the object of intervention. Instead of scoring the researcher, systems can harden dangerous infrastructure, audit transactions, protect targets and investigate independently verified preparations. That shifts prevention away from epistemic suspicion and toward conduct.
A preregistered six-week longitudinal field experiment with 827 participants tested whether awareness of dataveillance inhibits lawful communication.
Open source ↗Three studies found participants voluntarily chose to view some images portraying death, violence or harm; the paper explicitly treats morbid curiosity as information-seeking rather than pathology.
Open source ↗NO JUDGMENT WHATSOEVER. Concresca coordinates without assigning moral worth, character, guilt, danger, trustworthiness, loyalty, purity, normality, or social standing. Questions, thoughts, identities, messages, content, and conduct are not objects of Concresca judgment.