1,000 True Fans
“A direct, repeatable relationship with an audience tends to outlast any single piece of content.”
Source library
Every episode is built from a verified source ledger before recording. This library lists the studies, books, and reports behind the claims.
“A direct, repeatable relationship with an audience tends to outlast any single piece of content.”
“Feeling one has already acted rightly can reduce subsequent moral action.”
“Buyers tend to consider a small set of familiar options, so a better option is often never compared.”
“Humans perform close to chance level at distinguishing AI generated media from human created media across image, text, and audio”
“As reach gets cheaper, the durable advantage shifts toward owning the customer relationship and default placement.”
“Turning a metric into a target tied to consequences invites distortion of the behavior it measures”
“Difficult cancellation is a documented, recognized pattern.”
“Major industry players are building cryptographically signed provenance standards as a response to unreliable surface trust cues”
“A specific, large-scale, regulator-confirmed case where a sales-volume incentive encouraged unauthorized account openings”
“Corroborates the scale and structure of scam-compound operations from a separate official body”
“Social media as a contact method and harder-to-reverse payment methods have risen together across top scam categories”
“Convincing synthetic media erodes trust in real content too, not just spreads fake content, via the liar's dividend mechanism”
“Default settings strongly shape whether people continue or opt out.”
“Confidence in judging AI generated text does not track actual accuracy, even among experienced evaluators”
“Venting anger does not reliably reduce it and can increase anger and aggression.”
“The entry and exit friction asymmetry is real enough to prompt rulemaking.”
“Defines pig butchering as relationship-building followed by fraudulent crypto investment, and links operations to labor trafficking”
“Audiences already report trusting human produced news more than AI produced news”
“Brands tend to grow through mental and physical availability, often more than through differentiation.”
“Atomic Habits frames each repeated action as a vote for a desired identity”
“Identity-congruent action feels more natural; salient identity is context-sensitive, not fixed”
“Crowd and peer cues function as a credibility shortcut and can be manufactured rather than earned”
“A deployed AI system experienced a real handoff and context-loss failure, and the fix involved assigning explicit ownership of the handoff via context summaries”
“Susceptibility correlates with situational and behavioral factors rather than simple demographic stereotypes”
“In Social Security impostor scam complaints, victims' trust and emotion language and exposure to authority/scarcity tactics predicted victimization”
“Low-cost online expression of outrage can change what the expression accomplishes.”
“Certainty and urgency to closure tend to end further inquiry.”
“Social media is the costliest scam contact method reported in 2025, with losses up roughly eightfold since 2020”
“Rewarding a measurable proxy while hoping for a different real goal predictably shapes behavior toward the proxy”
“A substantial share of scam-account operators are reported to be trafficking victims forced to run these schemes”
“Federal law enforcement treats pig butchering as a large-scale, organized threat”
“Recurring payment can persist past the point of value; inertia sustains it.”
“People partly infer their own attitudes and self-concept by observing their own behavior”
“Handoff and communication failures are a long-documented, serious source of error in human-team coordination”
“People tend to stay with the current arrangement when inaction is an option.”
“Grooming-based persuasion is a consistently observed pattern across many independent studies”
“State-of-the-art agents succeed on under half of realistic multi-step tasks and are inconsistent across repeated trials”
“The AI industry is formally categorizing agentic-system failure modes based on deployed-system red-teaming”
“A token expressive act can substitute for later, more meaningful action.”
“Identity and physical activity participation are linked across multiple studies”
“Grooming follows a deliberate staged persuasion sequence rather than incidental conversation”
“This pattern of metric distortion recurs across sectors beyond finance”
“Independent case analysis corroborates the incentive-design explanation”
“Fraud susceptibility is associated with reliance on fast, intuitive decision-making rather than general intelligence”
“Multi-agent failures cluster into named recurring categories, including inter-agent misalignment”
“Exercise identity gains during an RCT predicted behavior maintenance at follow-up”
“Superior distribution can build a business even without product differentiation; poor distribution is a common cause of failure.”