Terms

Early numbers or conclusions disproportionately pull later judgment — even when irrelevant

Industry ADR (Nygard 2011) and corpus (A)DR — durable decision rationale with optional hypothesis closure

Align combined streams to an explicit instant or cut-off time T

How much a committer's standing should move confidence in a specific domain

The right to commit in a domain — entitlement, mandate, delegation

How cost grows as a system gets larger — O(n²) means quadratic growth

Mean squared error of probabilistic forecasts — lower is better calibrated

Errors cause death, serious injury, irreversible ruin, or major legal consequences

If one event caused another, a consistent view contains both or neither

Linear legible reasoning stream before bind — one reasoning topology, L-β assert

Maximum mutual information transmissible through a processing step

Hosts disagree on wall time — a cross-stream hazard bounded in well-run systems

Where pre-bind material becomes accountable commit

Seeking and overweighting evidence that supports an initial judgment — underweighting what challenges it

Defined challenge to committed decisions — forward correction, no punishment for questioning alone

Fundamental lower limit on estimator variance from Fisher information

Schelling-style self-binding — game-theoretic vocabulary; organisational use defaults to dark pattern

Whether a combined view corresponds to a state that could have existed together

Feedback, control, and communication in goal-directed systems — first-order loops and higher-order observation of observers

Processing cannot increase mutual information about the source

How costly it is to undo a committed choice — sets rigor, runway length, and supersession speed

Equal-weight collective bind — acceptance, not better decisions

Task nature where a correct answer can be computed exactly at practical scale

Task nature where a correct answer exists but exact computation is impractical at scale

How new ideas spread through a population over time

Decision-maker posture — promotion, prevention, and appetite mistaken for tier

Revise governing variables — not only actions within fixed goals, metrics, and assumptions

Sense, seize, and reconfigure — organisational agility under changing conditions

Composition creates new real entities — grounded in physics, not identical to their parts

Higher-level patterns are real and grounded in lower-level processes — not independent of physics

Structure that converts capability into trustworthy action — LLM, human, and hybrid

Acceptance that one may err and others may be right — tier honesty without performative certainty

How confidently an artifact reflects the truth it claims

Supreme orientation — what must never be traded away for efficiency, compliance, or effect

A declared period to implement a committed decision before mandatory revisitation — not immunity from evidence

How organisations generate evidence that updates intelligence — not just metrics

I_F(θ) — how much a measurement tells you about a parameter

Human judgments from a training corpus compressed into model weights

Task nature where no single deterministic correct answer exists

Targeting a statistical regularity destroys it — from monetary control to metric gaming

Cohesive groups prioritise unanimity over honest appraisal — dissent suppressed, tier collapsed

Aversion to the unlike — when difference itself disqualifies a claim or its bearer

Similarity breeds contact — and ideas spread inside closed circles before they cross groups

A derived rule or model proposed from captures — useful, testable, not yet ground truth

Structure found in a fixed dataset — derivable, not a new observation

η — fraction of mutual information a processing step preserves

What exists is structure that propagates — ultimately encoded in physical waves

Cumulative adoption over time — the sigmoid shape Rogers diffusion produces

D_KL(P||Q) — how one distribution diverges from a reference

How data becomes something we can act on — distinct from Shannon information

Knowledge as the firm's primary strategic resource — KBV extension of the resource-based view

Atomicity level (L0–L3) plus uncertainty band (U-low / U-med / U-high) — e.g. L1-U-low

Irreducible decision events and designated observations

Single-stream, single-writer committed aggregates

Multi-step derivations — committed or uncommitted

Human-optimised views — committed or uncommitted

Will affected parties carry the outcome — and was the commit properly authorized?

Operations appear atomic at an instant; real-time order is preserved

Each unit optimizes its own metric while the system loses global invariants

Deterministic derivation from premises — not an L0 atom

Collective aggregation centres the median comfort zone — mediocrity over the best read when one exists

A process whose future depends only on the present state

Did the aim move? — outcome-linked evidence that the mission or decision hypothesis succeeded

Did the operational number move? — activity and proxy signals; necessary but not sufficient for aim success

Calibration-weighted collective bind — the overlap of quality and legitimacy

Second-order discipline for control loops — when sensors become targets, monitors need monitors

Errors are quickly caught and cheaply corrected

Reward functions that pay for visible outputs over honest epistemic status

Large-scale failure to replicate ML research claims — cultural symptoms, architectural broken causal chain

Discovery and justification often require the level where the pattern is visible

I(X;Y) — shared information between a source and an output

Errors have no meaningful consequence

Everything is physical; higher-level descriptions remain indispensable

Execute the known playbook well — efficiency and reliability in a stable context

Hostile climate where fear and retaliation displace honest challenge — often structural symptom

How bad being wrong is — the second calibration dimension

A standard formal axiom system for ordinary arithmetic — natural numbers, +, ×, and induction

Encoded contours — in-set and out-of-set — that product teams self-serve inside without a ticket per decision

Cross-cutting functions scale as platform products — enable teams, shift work, constrain in software

Sixth trust facet — how faithfully the judge reads evidence at the bind

Conditions where people can speak work-relevant truth without fear of retaliation

Did the bind read evidence well? — epistemic quality at the commitment boundary

Shape of legible thought — chain, tree, graph, network — in prompts and on the event log

Standard assert event that freezes automated pre-bind material before commit

When a claim is refuted, the demotion travels to everything that depended on it

Internal resources and capabilities as sources of sustained competitive advantage

A combined outcome equivalent to some serial execution of the underlying updates

H(X) — uncertainty in an outcome; information gained on observation

Near-term rewards and deadlines displace long-horizon truth obligations

Errors cause meaningful, recoverable harm

Whether a correct answer exists, and whether it is feasible to compute

The gap between early adopters and the pragmatic mainstream in high-tech adoption

Same evidence, different assigned strength — appetite mistaken for epistemic judgment

Why successful incumbents fail when disruption starts below the mainstream

A mechanism is performed for appearance — without doing what it claims

Structure that amplifies human reasoning — for knowledge organisations and individual researchers

Past committed decisions in a domain — and how they turned out

Valuable, Rare, Inimitable, Organized — when firm resources become sustained advantage

Zermelo–Fraenkel set theory with the Axiom of Choice — a standard foundation for modern mathematics