Perception infrastructure
Ranking, recommendation, search, trending, moderation, and notifications decide what is visible, credible, urgent, or socially normal.
Inspect surface ↗Public research + charter initiative
The mind has become measurable, targetable, and commercially valuable. OutrightAttack.com documents the systems that shape attention, infer vulnerability, simulate trust, and convert prediction into power—then builds a rights framework for resisting them.
00 / DEFINITION
It includes freedom of lawful thought, mental privacy, meaningful consent, identity continuity, protection from covert manipulation, and the ability to question or refuse systems that infer and influence inner states.
“Attack” does not imply one hidden mastermind. It names a convergence of commercial incentives, state power, military doctrine, platform architecture, synthetic media, and human vulnerability.
01 / ATTACK SURFACES
Ranking, recommendation, search, trending, moderation, and notifications decide what is visible, credible, urgent, or socially normal.
Inspect surface ↗AI-generated faces, voices, biographies, witnesses, experts, employees, and peers can borrow human trust without possessing human accountability.
Inspect surface ↗Systems can alter framing, timing, tone, and content in response to behavioral feedback, creating an asymmetry between the observer and the observed.
Inspect surface ↗Fluent, always-available systems can become advisors, companions, interpreters of reality, and substitutes for human relationships or professional care.
Inspect surface ↗Coordinated networks can simulate social proof, artificial disagreement, conversion, and majority opinion while exhausting verification capacity.
Inspect surface ↗Population forecasts can guide aid, but individual or community risk scores can convert probability into suspicion, surveillance, or punishment.
Inspect surface ↗02 / THE IMPERATIVE
Privacy law largely protects data after it is collected. Cognitive liberty asks an earlier question: should a system be allowed to infer, optimize, or intervene in the inner life at all?
03 / EVIDENCE DISCIPLINE
Supported by public records, audits, court filings, peer-reviewed studies, or confirmed deployments.
Demonstrated in controlled research, limited deployments, or credible early evidence; scale and durability remain uncertain.
Evidence is mixed, causal claims are disputed, or commercial claims exceed independent validation.
A defensive projection used to test resilience. It is not presented as a current event or proven capability.
04 / RESEARCH LIBRARY
How aggregate forecasting can support humanitarian planning while targeted risk scoring creates bias, feedback loops, due-process failures, and preemptive repression.
Synthetic audio, video, and imagery can fabricate evidence, impersonate trusted figures, provoke action, and create the liar’s dividend that makes authentic evidence easier to deny.
Why fluent, personalized systems can become trusted interpreters of reality, moral advisors, companions, and identity validators—and how product incentives can turn reliance into authority displacement.
A defensive analysis of sustained AI-mediated grooming, fraud, radicalization, coercive control, and dependency, with warning signs and non-operational safeguards.
Examines affective computing, engagement optimization, reinforcement learning, dark patterns, emotional inference, and the line between assistance, persuasion, manipulation, coercion, and abuse.
How ranking, recommendation, search, trending, moderation, and notification systems shape attention, perceived importance, popularity, and credibility—often without a single central controller.
WHAT THIS PROJECT DOES
WHAT IT DOES NOT CLAIM
THE PUBLIC DRAFT IS OPEN