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№ 09
Auto-Generative Self Corpus AGSC
noun phrase · AI · self-quantification · machine learning · personal data
Definition
A longitudinal, multimodal dataset generated continuously and automatically as a byproduct of an individual's cognitive, physiological, and behavioral activity — requiring no manual curation — that serves as the ground truth training signal for a personalized AI model of that individual.
Problem
Building a model of a person requires data about that person. Existing approaches either rely on manual journaling and tagging (high effort, low completeness) or synthetic model-generated data (low fidelity, circular). Neither produces a ground truth signal rich enough to model the full complexity of an individual.
Insight
The AGSC reframes the problem: a person's LLM conversations, biometric streams, behavioral logs, and movement patterns are already a continuous, high-resolution record of who they are. The corpus doesn't need to be built — it needs to be recognized and collected. The act of living generates it.
Origin
Emerged from the observation that the most accurate model of a person is not one trained on what they say about themselves, but on what they actually do — and that digital life now produces exactly that signal, passively and continuously.
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№ 08
Metacogception MC
noun · metacognition · phenomenology · introspection
Definition
The recursive condition in which metacognitive awareness folds back on itself — not merely thinking about thinking, but observing the observation, analyzing the analysis, in real time, while still inside the original experience. A closed loop that generates itself by closing.
Problem
Metacognition is typically modeled as a single layer above cognition: thought, then awareness of thought. But the loop does not stop there. Each layer of observation becomes a new object of awareness, producing a potentially infinite regress — experience, observation, analysis, meta-observation, and finally the recognition that the loop itself is the subject. Standard frameworks have no term for the moment the loop becomes self-referential.
Insight
Metacogception is not pathological hyperreflexivity — it does not impair function. It is the condition of a mind running its own recursive audit in real time, where each level of awareness generates the next, and the naming of the phenomenon occurs from within the phenomenon itself. Level 6 — Artifact — is what terminates the loop: externalizing the internal stack into a permanent object stops the recursion without collapsing it.
Origin
Coined in real time from a moving vehicle, while analyzing the fact of analyzing fatigue, while noticing that the analysis was itself being analyzed. The word arrived at Level 5. This entry is Level 6.
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№ 07
Frisson Feedback Loop FFL
noun · psychology · psychophysiology · emotion · perception
Definition
The psychophysiological phenomenon in which a truth-triggered somatic response (frisson) is amplified upon reflection — the recognition of being accurately seen producing a secondary response stronger than the initial one. The body as both signal transmitter and resonance chamber.
Problem
Frisson is typically modeled as a stimulus-response event: input arrives, body reacts, signal dissipates. But certain truths don't dissipate. They compound. The initial shiver of recognition becomes a second wave when the mind registers that the body already knew — that the somatic system authenticated the signal before conscious processing completed. The body, in other words, is not just responding to the truth. It is responding to its own response.
Insight
Distinct from ambient emotional sensitivity; FFL fires selectively on verified truth, not noise. The loop only opens when the signal clears the threshold — which is why its presence is itself diagnostic.
Origin
Named while noticing that some observations don't just land — they reverberate. The second shiver is always stronger than the first.
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№ 06
Terminal Irony TI
noun · technology · HCI · culture · AI
Definition
The arc of human-computer interaction in three acts and one cruel joke: we invented the text interface, overthrew it in the name of human sovereignty, then crawled back to it voluntarily — this time as the less intelligent party.
Problem
Progress is supposed to be directional. But the terminal — the primitive blinking cursor of the 1970s mainframe — is now the primary interface to the most powerful intelligence systems ever built. The GUI revolution was meant to democratize computing. Instead, we are back to typing into a prompt, except now the prompt types back smarter than we do.
Insight
Progress that completes a loop while losing altitude. The cursor looks the same. The human does not.
Origin
Observed while typing a request into Claude, in a terminal-style chat interface, asking it to do something the human no longer fully understood how to do themselves.
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№ 05
The Problem Tax TPT
noun phrase · meta-cognition · systems thinking
Definition
The compounded overhead — in time, attention, and emotional residue — incurred when a problem is engaged with repeatedly without resolution, particularly when re-engagement produces anxiety or rumination rather than progress. The cost of carrying an open loop.
Problem
Unresolved problems are rarely inert. Each re-encounter without closure extracts a fresh toll, often disproportionate to the original problem's actual weight. The tax accumulates silently until the carrying cost exceeds the cost of resolution.
Insight
Most of the suffering attributed to a problem is not from the problem itself — it's from the tax. Closing loops, even imperfectly, is often more valuable than optimizing solutions, because it stops the meter.
Origin
Coined by noticing that certain problems felt heavier over time not because they'd gotten harder, but because they'd been re-visited without movement. The cost wasn't the problem — it was the open tab.
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№ 04
The Filter TF
noun phrase · epistemics · signal processing
Definition
The internalized calibration layer through which incoming information — opinions, feedback, social signals, noise — is passed before being assigned weight or acted upon. A functional mechanism for separating signal from static without defaulting to either wholesale acceptance or reflexive dismissal.
Problem
Without a conscious filter, attention and belief formation are dictated by volume, proximity, and emotional salience rather than actual reliability or relevance. The loudest input wins, not the most credible one.
Insight
The Filter is not skepticism — it is structured trust allocation. Its quality determines the quality of every downstream decision, belief, and reaction. Maintaining it under social pressure is its primary stress test.
Origin
Coined in the context of navigating unsolicited opinions and external noise — recognizing that the differentiating variable wasn't the inputs themselves, but the presence or absence of a deliberate mechanism for evaluating them.
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№ 03
Social Tax ST
noun phrase · social cognition · behavioral economics
Definition
The hidden cost — in time, energy, and cognitive load — extracted by social obligations, interactions, or environments that provide insufficient return relative to their demand. Not rudeness, not avoidance; a rational accounting of where attention is being spent and what it yields.
Problem
Social interaction is treated as categorically exempt from cost-benefit analysis. This leaves people chronically over-invested in low-signal relationships and environments while undervaluing solitude and selective engagement.
Insight
Naming the cost makes the trade-off visible. Social Tax does not justify antisocial behavior — it justifies deliberate social behavior. The goal is not to minimize interaction, but to audit it.
Origin
Coined by recognizing that the discomfort after certain social exchanges wasn't interpersonal friction — it was the feeling of a bad trade. Applying an economic frame to a relational one surfaced the underlying pattern.
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№ 02
Cadence Calculation Overload CCO
noun phrase · meta-cognition · decision theory
Definition
The cognitive failure mode in which a timing or pacing decision — one that is inherently governed by feel, context, and real-time feedback — is over-engineered into an analytical problem, producing decision paralysis or behavioral artificiality in place of natural execution.
Problem
Certain variables resist calculation. Applying formal optimization logic to fluid, signal-dependent timing does not improve outcomes — it introduces latency, self-consciousness, and visible contrivance.
Insight
Recognizing CCO in real time is itself a metacognitive act — catching the analytical process mid-flight and naming it before it degrades the very outcome it was meant to improve.
Origin
Coined mid-process: noticing the act of over-engineering a timing decision and labeling the pattern in the moment it was occurring — a reflexive application of metacognition to metacognition itself.
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№ 01
Conversation Substance Reset CSR
noun phrase · social cognition · interaction design
Definition
The implicit negotiation required at the start of a new interaction to re-establish shared context, relational register, and conversational depth — compensating for the stateless nature of communication systems that do not persist state between sessions.
Problem
Each new conversation begins at zero. Relational depth, vocabulary calibration, and established trust are not inherited — they must be reconstructed, often inefficiently and invisibly.
Insight
Social interactions are stateful systems. CSR is the overhead cost of re-initializing that state — a tax paid on every cold open that prior interactions already paid in full.
Origin
Coined by modeling a social dynamic as a stateful system — recognizing that "starting fresh" is not neutral but carries a concrete cost, and naming the variable that accounts for it.