Glossary
LLM terminology explained
Absolute Pitch
ConceptThe ability to name the pitch of a note heard on its own, with nothing to compare it against
Adenosine
MechanismSleep-promoting neuromodulator that accumulates during wakefulness; caffeine works by blocking its receptors.
API Pricing
LLMThe 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 ScienceThe duration for which a person can maintain focused concentration on a task
Attentional Blink
ConceptA 200-500ms period after detecting one target during which a second target is frequently missed, revealing temporal limits of attention allocation.
BDNF
MechanismBrain-Derived Neurotrophic Factor. A protein promoting neuronal survival, growth, and synaptic plasticity, with secretion increased by aerobic exercise
Benchmark
LLMA 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
LLMWhen benchmark questions or answers end up in a model's training data, so its score comes out higher than its real ability.
Cent
MeasurementThe unit for the size of a musical interval: one hundredth of a semitone, with 1200 cents to an octave
Chain of Thought
LLMHaving 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
MeasurementThe time to select the correct response from multiple options based on stimulus identity, incorporating cognitive decision-making into reaction speed.
Choking
ConceptPerformance failure under pressure caused by excessive self-monitoring that disrupts automatized skilled movements.
Chronotype
ConceptAn individual's preference for morning or evening activity, in which clock gene polymorphisms are thought to play a part.
Circadian Rhythm
NeuroscienceThe approximately 24-hour internal clock governing sleep-wake and cognitive cycles
Coefficient of Variation
MeasurementStandard deviation divided by mean expressed as a percentage, measuring response consistency independent of absolute speed.
Cognitive Bias
ConceptSystematic deviations from rational judgment caused by heuristic processing shortcuts in the brain.
Cognitive Load
Cognitive ScienceThe total amount of mental effort being used in working memory at a given time
Cognitive Reserve
ConceptThe ability to maintain cognitive function despite brain structural damage, built through education, occupation complexity, and intellectual stimulation
Color Vision Deficiency
VisionA reduced ability to distinguish between certain colors due to cone cell variations
Confidence Interval
MeasurementA range of values within which the true score likely falls, quantifying the measurement error inherent in all cognitive tests.
Context Length
LLMThe 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
MeasurementThe ability to detect luminance differences between adjacent areas, more fundamental than visual acuity for predicting real-world visual performance.
Cortisol
MechanismA 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 ScienceThe ability to draw on knowledge, vocabulary, and procedures accumulated over time and put them to use
Deliberate Practice
ConceptStructured practice targeting specific weaknesses with immediate feedback, operating outside the comfort zone and distinct from mere repetition.
Dopamine
MechanismA neurotransmitter involved in reward prediction, motivation, and motor control that modulates prefrontal cortex working memory via D1 receptors
Dual N-Back
TrainingA working memory training task requiring simultaneous tracking of two stimulus streams
Dynamic Visual Acuity
MeasurementThe ability to perceive detail in moving objects, distinct from static visual acuity and critical for sports, gaming, and driving performance.
Epigenetics
MechanismMechanisms 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
LLMA way of writing instructions that shows a few example answers in the prompt to convey the form and criteria you want.
Fitts's Law
ConceptA mathematical model predicting movement time based on target distance and size that defines the speed-accuracy tradeoff in motor control
Flow State
PsychologyA mental state of complete absorption in an activity, with altered time perception
Fluid Intelligence
Cognitive ScienceThe ability to find a rule on the spot in an unfamiliar problem and reason it through without leaning on stored knowledge
Hallucination
LLMWhen an LLM states something untrue in plausible, natural sentences; no model brings this to zero.
Hand-Eye Coordination
Motor LearningThe ability to synchronize visual input with motor output for precise movements
Heart Rate Variability
MeasurementVariation in time intervals between heartbeats where higher HRV indicates greater autonomic flexibility and stress resilience
Hippocampus
MechanismSeahorse-shaped brain structure essential for memory formation and spatial navigation, highly plastic yet vulnerable to stress.
Human Rating
LLMA 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
ConceptThe ability to suppress prepotent or automatic responses, a core executive function mediated by the prefrontal cortex.
Intelligence Quotient
MeasurementA relative index that rescales the result of a standardized intelligence test so the same-age population averages 100
Knowledge Cutoff
LLMThe point up to which an LLM's training text was collected; the model does not know about events after it.
Latency
LLMThe wait from sending a question to getting an answer, seen as time to the first character and the speed of the flow.
LLM
LLMA 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
LLMThe 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
MechanismA sleep-promoting hormone secreted by the pineal gland that is suppressed by blue light and regulates the circadian sleep-wake cycle
Motor Program
ConceptA pre-structured set of motor commands stored in the basal ganglia that can be executed as a unit without conscious control.
Multimodal
LLMAn LLM's ability to read or produce not only text but other kinds of data, such as images, audio, and video.
Muscle Memory
Motor LearningThe process by which repeated motor actions become automatic through practice
Myelin Sheath
MechanismFatty insulation layer around nerve axons that increases signal conduction speed 50-100x through saltatory conduction.
Neuroplasticity
NeuroscienceThe brain's ability to reorganize its structure and function through experience
Open Weights
LLMAn LLM whose weights, the core of the model, are published, so you can run it on your own computer or server.
Percentile
StatisticsA statistical measure indicating the percentage of scores that fall below a value
Pitch Discrimination
MeasurementThe perceptual work of noticing that two notes differ in pitch; the smallest detectable gap is the discrimination threshold
Placebo Effect
ConceptPerformance improvement driven solely by expectation, mediated by endogenous dopamine release in reward circuits.
Practice Effect
ConceptScore improvement from repeated test exposure rather than true ability change, typically saturating after 3-5 attempts for most cognitive tests.
Prefrontal Cortex
MechanismThe brain region behind the forehead responsible for executive functions including planning, decision-making, and inhibitory control.
Processing Speed
MeasurementThe rate at which cognitive operations are executed, a fundamental intelligence component that declines with age but responds to training.
Prompt
LLMThe whole text of instructions and questions you give an LLM; the mix of instructions, material, constraints, and format shapes the answer.
RAG
LLMA 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
MeasurementThe 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
MeasurementThe interval between a stimulus and the initiation of a response
Reasoning Model
LLMAn 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
ConceptThe ability to compare two notes and judge how far apart they are
Saccade
MechanismA rapid eye movement that shifts the fixation point, occurring 3-4 times per second and determining visual information acquisition efficiency
Simple Reaction Time
MeasurementThe time to respond to a single predetermined stimulus with a single response, representing the purest measure of sensorimotor speed.
Sleep Inertia
ConceptTransient 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
ConceptThe inverse relationship between response speed and accuracy where faster responses increase errors and slower responses improve precision.
Stroop Effect
PsychologyInterference that occurs when conflicting stimuli slow response time
Structured Output
LLMHaving an LLM answer in a fixed form such as JSON, so the result can be used directly in tables and programs.
System Prompt
LLMAn instruction placed before the user's questions that sets the role, tone, and prohibitions, and applies to the whole conversation.
Temperature
LLMA setting for how much an LLM's answers vary; low gives the same answer, high gives a wider range of answers.
Test-Retest Reliability
MeasurementThe correlation between scores when the same person takes the same test on different occasions, indicating measurement stability.
Token
LLMThe 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
MeasurementThe visual area from which information can be extracted in a single glance without eye movements, shrinking with aging and cognitive load.
Vigilance Decrement
ConceptThe progressive decline in sustained attention performance over time, typically becoming pronounced after 15-20 minutes of continuous monitoring.
Visual Processing
NeuroscienceThe brain's system for interpreting and responding to visual information
Working Memory
Cognitive ScienceA cognitive system for temporarily holding and manipulating information
WPM (Words Per Minute)
MeasurementA standard metric for measuring typing speed based on word count per minute
Yerkes-Dodson Law
ConceptThe inverted-U relationship between arousal level and performance, where moderate arousal produces optimal cognitive output.