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Glossary

LLM terminology explained

Absolute Pitch

Concept

The ability to name the pitch of a note heard on its own, with nothing to compare it against

Adenosine

Mechanism

Sleep-promoting neuromodulator that accumulates during wakefulness; caffeine works by blocking its receptors.

API Pricing

LLM

The price developers pay to use an LLM from their programs, set by the number of tokens they have it read and write.

Attention Span

Cognitive Science

The duration for which a person can maintain focused concentration on a task

Attentional Blink

Concept

A 200-500ms period after detecting one target during which a second target is frequently missed, revealing temporal limits of attention allocation.

BDNF

Mechanism

Brain-Derived Neurotrophic Factor. A protein promoting neuronal survival, growth, and synaptic plasticity, with secretion increased by aerobic exercise

Benchmark

LLM

A test that has many LLMs solve the same problems with fixed answers and compares their ability by measures such as the share answered correctly.

Benchmark Contamination

LLM

When benchmark questions or answers end up in a model's training data, so its score comes out higher than its real ability.

Cent

Measurement

The unit for the size of a musical interval: one hundredth of a semitone, with 1200 cents to an octave

Chain of Thought

LLM

Having an LLM write out the intermediate steps toward an answer, not just the answer, which tends to help with multi-step problems.

Choice Reaction Time

Measurement

The time to select the correct response from multiple options based on stimulus identity, incorporating cognitive decision-making into reaction speed.

Choking

Concept

Performance failure under pressure caused by excessive self-monitoring that disrupts automatized skilled movements.

Chronotype

Concept

An individual's preference for morning or evening activity, in which clock gene polymorphisms are thought to play a part.

Circadian Rhythm

Neuroscience

The approximately 24-hour internal clock governing sleep-wake and cognitive cycles

Coefficient of Variation

Measurement

Standard deviation divided by mean expressed as a percentage, measuring response consistency independent of absolute speed.

Cognitive Bias

Concept

Systematic deviations from rational judgment caused by heuristic processing shortcuts in the brain.

Cognitive Load

Cognitive Science

The total amount of mental effort being used in working memory at a given time

Cognitive Reserve

Concept

The ability to maintain cognitive function despite brain structural damage, built through education, occupation complexity, and intellectual stimulation

Color Vision Deficiency

Vision

A reduced ability to distinguish between certain colors due to cone cell variations

Confidence Interval

Measurement

A range of values within which the true score likely falls, quantifying the measurement error inherent in all cognitive tests.

Context Length

LLM

The upper limit on how much text an LLM can read at once in a single request, covering both the documents you pass in and the answer it returns.

Contrast Sensitivity

Measurement

The ability to detect luminance differences between adjacent areas, more fundamental than visual acuity for predicting real-world visual performance.

Cortisol

Mechanism

A stress hormone released from the adrenal cortex that temporarily enhances energy and alertness but causes hippocampal and prefrontal cortex damage when chronically elevated

Crystallized Intelligence

Cognitive Science

The ability to draw on knowledge, vocabulary, and procedures accumulated over time and put them to use

Deliberate Practice

Concept

Structured practice targeting specific weaknesses with immediate feedback, operating outside the comfort zone and distinct from mere repetition.

Dopamine

Mechanism

A neurotransmitter involved in reward prediction, motivation, and motor control that modulates prefrontal cortex working memory via D1 receptors

Dual N-Back

Training

A working memory training task requiring simultaneous tracking of two stimulus streams

Dynamic Visual Acuity

Measurement

The ability to perceive detail in moving objects, distinct from static visual acuity and critical for sports, gaming, and driving performance.

Epigenetics

Mechanism

Mechanisms that change gene expression without altering DNA sequence, where exercise, sleep, and stress modify gene activity through DNA methylation and histone modification

Few-Shot Prompting

LLM

A way of writing instructions that shows a few example answers in the prompt to convey the form and criteria you want.

Fitts's Law

Concept

A mathematical model predicting movement time based on target distance and size that defines the speed-accuracy tradeoff in motor control

Flow State

Psychology

A mental state of complete absorption in an activity, with altered time perception

Fluid Intelligence

Cognitive Science

The ability to find a rule on the spot in an unfamiliar problem and reason it through without leaning on stored knowledge

Hallucination

LLM

When an LLM states something untrue in plausible, natural sentences; no model brings this to zero.

Hand-Eye Coordination

Motor Learning

The ability to synchronize visual input with motor output for precise movements

Heart Rate Variability

Measurement

Variation in time intervals between heartbeats where higher HRV indicates greater autonomic flexibility and stress resilience

Hippocampus

Mechanism

Seahorse-shaped brain structure essential for memory formation and spatial navigation, highly plastic yet vulnerable to stress.

Human Rating

LLM

A rating that turns votes, cast by people who compare answers from two LLMs and pick the better one, into a score for how often a model is chosen.

Inhibitory Control

Concept

The ability to suppress prepotent or automatic responses, a core executive function mediated by the prefrontal cortex.

Intelligence Quotient

Measurement

A relative index that rescales the result of a standardized intelligence test so the same-age population averages 100

Knowledge Cutoff

LLM

The point up to which an LLM's training text was collected; the model does not know about events after it.

Latency

LLM

The wait from sending a question to getting an answer, seen as time to the first character and the speed of the flow.

LLM

LLM

A large-scale language model that learns how words fit together from vast amounts of text and produces answers and writing by predicting what comes next.

Margin of Error

LLM

The state in which the gap between two values falls within the wobble that chance in measurement can create, so neither can be called higher.

Melatonin

Mechanism

A sleep-promoting hormone secreted by the pineal gland that is suppressed by blue light and regulates the circadian sleep-wake cycle

Motor Program

Concept

A pre-structured set of motor commands stored in the basal ganglia that can be executed as a unit without conscious control.

Multimodal

LLM

An LLM's ability to read or produce not only text but other kinds of data, such as images, audio, and video.

Muscle Memory

Motor Learning

The process by which repeated motor actions become automatic through practice

Myelin Sheath

Mechanism

Fatty insulation layer around nerve axons that increases signal conduction speed 50-100x through saltatory conduction.

Neuroplasticity

Neuroscience

The brain's ability to reorganize its structure and function through experience

Open Weights

LLM

An LLM whose weights, the core of the model, are published, so you can run it on your own computer or server.

Percentile

Statistics

A statistical measure indicating the percentage of scores that fall below a value

Pitch Discrimination

Measurement

The perceptual work of noticing that two notes differ in pitch; the smallest detectable gap is the discrimination threshold

Placebo Effect

Concept

Performance improvement driven solely by expectation, mediated by endogenous dopamine release in reward circuits.

Practice Effect

Concept

Score improvement from repeated test exposure rather than true ability change, typically saturating after 3-5 attempts for most cognitive tests.

Prefrontal Cortex

Mechanism

The brain region behind the forehead responsible for executive functions including planning, decision-making, and inhibitory control.

Processing Speed

Measurement

The rate at which cognitive operations are executed, a fundamental intelligence component that declines with age but responds to training.

Prompt

LLM

The whole text of instructions and questions you give an LLM; the mix of instructions, material, constraints, and format shapes the answer.

RAG

LLM

A method of finding documents related to a question before an LLM answers, having it read them, and basing the answer on what they say.

Raven's Progressive Matrices

Measurement

The best-known measure of non-verbal reasoning, in which the examinee selects the figure that belongs in a blank cell of a matrix of shapes

Reaction Time

Measurement

The interval between a stimulus and the initiation of a response

Reasoning Model

LLM

An LLM built to write out its intermediate thinking at length before giving an answer, which costs extra time and money for the thinking.

Relative Pitch

Concept

The ability to compare two notes and judge how far apart they are

Saccade

Mechanism

A rapid eye movement that shifts the fixation point, occurring 3-4 times per second and determining visual information acquisition efficiency

Simple Reaction Time

Measurement

The time to respond to a single predetermined stimulus with a single response, representing the purest measure of sensorimotor speed.

Sleep Inertia

Concept

Transient post-awakening cognitive impairment caused by residual slow-wave activity in the prefrontal cortex, with a duration that depends on the sleep stage before waking

Speed-Accuracy Tradeoff

Concept

The inverse relationship between response speed and accuracy where faster responses increase errors and slower responses improve precision.

Stroop Effect

Psychology

Interference that occurs when conflicting stimuli slow response time

Structured Output

LLM

Having an LLM answer in a fixed form such as JSON, so the result can be used directly in tables and programs.

System Prompt

LLM

An instruction placed before the user's questions that sets the role, tone, and prohibitions, and applies to the whole conversation.

Temperature

LLM

A setting for how much an LLM's answers vary; low gives the same answer, high gives a wider range of answers.

Test-Retest Reliability

Measurement

The correlation between scores when the same person takes the same test on different occasions, indicating measurement stability.

Token

LLM

The smallest unit an LLM uses to read and write text; prices and how much the model can read at once are also set by this count.

Useful Field of View

Measurement

The visual area from which information can be extracted in a single glance without eye movements, shrinking with aging and cognitive load.

Vigilance Decrement

Concept

The progressive decline in sustained attention performance over time, typically becoming pronounced after 15-20 minutes of continuous monitoring.

Visual Processing

Neuroscience

The brain's system for interpreting and responding to visual information

Working Memory

Cognitive Science

A cognitive system for temporarily holding and manipulating information

WPM (Words Per Minute)

Measurement

A standard metric for measuring typing speed based on word count per minute

Yerkes-Dodson Law

Concept

The inverted-U relationship between arousal level and performance, where moderate arousal produces optimal cognitive output.