Notes on the science this product stands on: persuasion research, coercion studies, declassified interrogation material, the narcissistic-abuse and recovery literature, and readings of the influence-training field — including the parts that don't flatter us or anyone else. Written by the Psy-Opt-In research desk. Corrections reach a person at line@psyoptin.com and get made.
August 3, 2026
No contact, gray rock, trauma-informed therapy, validation communities: the recovery advice circulating online, sorted by how much research actually stands behind each piece. Including the uncomfortable finding about revenge fantasies and rumination.
August 2, 2026
A fair reading of Chase Hughes' published work — The Ellipsis Manual, Six-Minute X-Ray — against the peer-reviewed record on behavior reading and influence. What aligns with the science, where the evidence runs thin, and what any buyer of any influence training should demand.
August 1, 2026
FTC data: $1.14 billion in reported romance-scam losses in 2023, median loss around $2,000, and the agency itself says most victims never report. The pipeline is standardized — love bombing, isolation from advisers, the crisis, the ask — and every stage is a trainable pattern.
July 31, 2026
Paige Sweet's 2019 American Sociological Review paper moved gaslighting from pop-psych buzzword to studied mechanism: it works by mobilizing power differences and social vulnerabilities, not just by lying repeatedly. The 1944 film, the research, and the tell that survives dilution of the word.
July 30, 2026
Dutton and Painter's traumatic-bonding research found that intermittent abuse produces stronger attachment than consistent treatment — the same variable-ratio reinforcement schedule that makes slot machines the most compulsive game on the casino floor. The mechanics, and what actually loosens the bond.
July 29, 2026
The CIA's 1963 KUBARK interrogation manual (declassified 1997) and the MK-Ultra program (exposed 1975-77) are usually invoked as proof of mind control. Read the documents and a different finding emerges: the exotic methods failed, and what worked was the ordinary psychology of dependency and dread.
July 28, 2026
Albert Biderman studied how Chinese captors extracted false confessions from American POWs without torture equipment: isolation, monopolized perception, induced exhaustion, threats, occasional indulgences. Amnesty International reprinted his chart in 1973. Domestic-abuse workers have used it ever since, because it maps.
July 27, 2026
Jennifer Freyd named the pattern in 1997: Deny, Attack, Reverse Victim and Offender. Later experiments in her lab measured both how well it works on observers and how much of its power disappears when people learn its name first.
July 26, 2026
Roozenbeek and van der Linden's Bad News study (2019) had players run a disinformation campaign for 15 minutes, then measured how much less reliable manipulative content looked to them afterward. The results, the null replication in India, and what both mean for training.
July 25, 2026
Friestad and Wright's Persuasion Knowledge Model (1994) predicts that recognizing a sales tactic as a tactic changes how it lands. Later experiments measured the effect: once a target sees the move, the mover pays a penalty. What that means for training.
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