https://chatgpt.com/share/68f402a6-81f0-8010-9985-2ba02f8e13b8

AGI Pyschology Phenomena Mapping - to be analyzed one by one later

Actually you just complete the Part I - or foundation knowledge of what I actually wanted you to write.

i.e. Can you now based on this think of some human Psychology phenomena or analysis, and then map it to AGI (in the future that use our observer model) ? Just think of a list of human psychology phenomena first. No need to do any detail analysis.

Love this next step. Here’s a clean, just-the-list catalogue of human psychology phenomena, pre-tagged with the lens we’ll use later to map them to an observer-model AGI:

Legend: [Δ]=control/stability dial, [CWA]=agreement pooling, [Slots]=capacity/HeTu–LuoShu, [ESI]=phase/smoothness, [Hinge]=hyperpriors, [Trace]=latching/ledger, [IRL]=meaning-as-use, [CSP]=picture-fit truth, [Belts]=program governance.

A) Control & Stability (loops, dials)

Rumination & worry loops [Δ][ESI]
Obsessive–compulsive checking/rituals [Δ][ESI]
Addiction & craving cycles; reinstatement after extinction [Δ]
Learned helplessness ↔ learned agency [Δ]
Approach–avoidance conflict; akrasia/procrastination [Δ]
Emotional regulation tactics (reappraisal, suppression) [Δ]
Mania/pressured speech escalation vs damping [Δ]
Exposure therapy extinction curves [Δ]
Habituation & sensitization [Δ]

B) Memory, Attention, Slots

Working-memory limits; chunking [Slots]
Dual-task costs; task switching cost [Slots]
Attentional blink [Slots]
Prospective memory failures (deferred intentions) [Slots][Trace]
Interference (proactive/retroactive) [Slots]
Serial position (primacy/recency) [Slots]
Interruptions & resumption lag [Slots]
Vigilance decrement; mind wandering [Slots][ESI]

C) Perception & Multistability

Duck–rabbit / Necker cube flips [Hinge][ESI]
Binocular rivalry; motion aftereffect [Hinge]
Inattentional/change blindness [Slots]
Hollow-mask & predictive priors illusions [Hinge]
Context effects (Adelson checker, color constancy) [Hinge]

D) Learning & RL patterns

Reward prediction errors; blocking & overshadowing [IRL]
Extinction & spontaneous recovery [Δ]
Variable-ratio vs fixed-interval reinforcement effects [IRL]
Generalization gradients; reversal learning [IRL]
Habit formation vs goal-directed control [IRL][Δ]

E) Language, Meaning, Hinges

Gricean maxims; implicature & conversational repair [IRL][CSP][CWA]
Speech acts & commitments [Trace][Belts]
Polysemy/sense disambiguation; metaphor extension [IRL]
Code-switching / register shifts [Hinge][IRL]
Private-language temptation; calibratability failures [CWA][Hinge]

F) Judgment & Decision

Prospect theory (loss aversion, reference points) [Hinge]
Anchoring, availability, representativeness [Hinge]
Sunk-cost & escalation of commitment [Trace][Hinge]
Framing & omission bias [Hinge]
Ambiguity aversion; risk compensation [Hinge]
Temporal discounting; precommitment [Δ][Hinge]
Planning fallacy; optimism bias [Hinge]
Overconfidence & calibration curves [CWA]
Hindsight bias; illusion of explanatory depth [Trace][Hinge]
Exploration–exploitation; curiosity/novelty seeking [IRL][Δ]

G) Social & Agreement Dynamics

Conformity (Asch), obedience (Milgram) [CWA][Belts]
Bystander effect; diffusion of responsibility [Belts]
Social loafing; social facilitation/inhibition [CWA]
Group polarization & echo chambers [CWA][ESI]
Groupthink vs dissent protections [CWA][Belts]
Wisdom of crowds vs correlated errors [CWA]
Stereotype threat; identity signaling [Hinge]
Trust, reciprocity, and repair dynamics [Trace][Belts]
Inequity aversion; fairness norms [Hinge][Belts]

H) Self & Metacognition

Fundamental attribution error; self-serving bias [Hinge]
Dunning–Kruger; metacognitive blind spots [CWA]
Cognitive dissonance & self-affirmation [Hinge][Δ]
Growth vs fixed mindset [Hinge]
Goal shielding; implementation intentions [Trace][Δ]
Flow states vs task-set inertia [ESI][Slots]

I) Emotion & Affect

Mood-congruent memory; affect heuristic [Hinge]
Affective forecasting errors [Hinge]
Safety behaviors in anxiety [Δ]
Placebo/nocebo effects [Hinge][Trace]
Emotional contagion; outrage cascades [CWA][ESI]

J) Clinical & Therapeutic Mechanisms

CBT: cognitive restructuring & behavioral activation [Δ][Hinge]
Exposure with response prevention (ERP) [Δ]
Schema therapy; core belief revision [Hinge]
Transference/counter-transference [Trace][CWA]
Defense mechanisms (repression, projection, isolation, sublimation) [Δ]

K) Memory Reliability & Governance

False memories; confabulation; suggestibility [CWA][Trace]
Source monitoring errors; illusion of truth via repetition [Trace][CWA]
Reconsolidation & updating [Trace][Hinge]

L) Creativity & Insight

Incubation effect; Aha! moments [ESI][Δ]
Analogical transfer; remote associates [IRL]
Fixation & Einstellung; functional fixedness [Hinge]

M) Morality & Norms

Trolley dilemmas; omission vs commission [Hinge]
Moral foundations (harm, fairness, loyalty, authority, purity) [Hinge]
Moral licensing & hypocrisy [Trace][Belts]
Norm internalization; sanctioning & gossip [Belts][Trace]

N) Interaction & Choice Architecture

Choice overload & paralysis [Slots][ESI]
Defaults & nudging; status-quo bias [Hinge][Trace]
Alarm fatigue; priority inversion [Belts][Slots]
Affordances & signifiers (human factors) [CSP]

If this set looks good, I’ll pick ~8–12 high-leverage items and do the AGI mapping pass next (one-liners tying each tag to concrete ObserverOps dials: Δ, CWA, χ, slots, hinges, belts).

Disclaimer

This book is the product of a collaboration between the author and OpenAI's GPT-5, Wolfram's GPTs language model. While every effort has been made to ensure accuracy, clarity, and insight, the content is generated with the assistance of artificial intelligence and may contain factual, interpretive, or mathematical errors. Readers are encouraged to approach the ideas with critical thinking and to consult primary scientific literature where appropriate.

This work is speculative, interdisciplinary, and exploratory in nature. It bridges metaphysics, physics, and organizational theory to propose a novel conceptual framework—not a definitive scientific theory. As such, it invites dialogue, challenge, and refinement.

I am merely a midwife of knowledge.

Field Theory of Everything

Sunday, October 19, 2025