The Emergence Machine

learning curve · plateau

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the self-model's competence parameter drifts toward its wall, so further effort yields diminishing gains

Learning curve (noun) means: the self-model's competence parameter drifts toward its wall, so further effort yields diminishing gains. It emerges from self-model, parameter, drift, wall: the self-model drifts its competence parameter toward the wall. In the EmergenceLexicon it sits at computed level 19, chaining down to the four foundations (space, time, energy, pattern).

learning-curve.plateau · forms: learning curve

ordinarily means: the rate at which skill improves

Emergence

from: self-model parameter drift wall
through: the self-model drifts its competence parameter toward the wall

Chain to foundations

touchL3 touch.together: When there is no space between the boundaries of two things, and each can change the other.energyL0 energy.capacity: That by which things can be not as they were.saysL8 says.speech: to make a message that other distinct entities getactL3 act.deed: do somethingdriftL11 drift.aimless: Change of a parameter with nothing that makes it go one way.messageL7 message.information: information that one entity puts into space for another entityinformationL6 information.knowledge: a pattern of marks that are differencescontactL4 contact.physical: When two things are at the same place in space during time and their boundaries touch.boundaryL2 boundary.limit: The place where a thing ends and what is not the thing begins.forceL12 force.push: a press of matter that results in a change in motionwindowL7 window.range: The range of a parameter within which a thing can be; outside it the thing ends though its parts persist.processL4 process.general: A set of changes that occur in something over time.likeL3 like.similarity: When a thing has the same pattern as another thing.parameterL4 parameter.condition: A condition of a thing that can change while the thing persists.flowL3 flow.movement: Motion of many parts of matter together through one place.arrangementL3 arrangement.spatial: a structure of parts in space.setsL3 sets.grouped: A pattern of many things that are each different from the others but are bounded together by what is the same about them.getL5 get.acquisition: you make a thing come to youdifferenceL1 difference.relation: When one thing is not the same as another; the pattern of one is not the pattern of the other.persistL1 persist.continue: To be the same through time.motionL2 motion.movement: Change of place: a thing is here, and after, it is there.amountL8 amount.quantity: the quantity of a thing is a size or a numberstructureL2 structure.arrangement: The pattern of how the parts of a thing are placed in space.connectsL7 connects.verb: When two things are brought together so that a flow between them can happen and persist.linksL8 links.connection: a thing that connects two thingsbroughtL6 brought.past-tense: To come to a place carrying a thing that was not there before.surfaceL4 surface.exterior: A part of a boundary that touches a thing and is where the thing is not the thing.learning curveL19 learning-curve.plateau: the self-model's competence parameter drifts toward its wall, so further effort yields diminishing gainsmodelL9 model.representation: A pattern in one thing that is like another thing, so that acting on the pattern can say what the other thing will do.holdL13 hold.physical: keep thing with touch and force so it does not movegoL3 go.movement: to move one from a place to another placenothingL10 nothing.absence: not a thingsizeL2 size.measurement: the space that a thing's matter is ineventL3 event.occurrence: a change that occurs in a place during a timewayL9 way.method: a link of one place to another through spacechangeL1 change.process: When a thing is not the same after as it was before.keepL5 keep.maintenance: to make something persist in a place or stateoutsideL6 outside.spatial: the space that is not inside a thing's boundarymarksL5 marks.visual: A difference that is a pattern on a surface when a part changes that surface.happenL2 happen.event-occurrence: A change that is at some place during time.workL3 work.effort: a change that happens when energy moves something through spacestateL2 state.condition: a pattern of a thing that persists through time in a placepartL1 part.relation: Something that is in a thing but is not all of that thing.interactionL2 interaction.process: When two things change each other.insideL5 inside.spatial: in the space that is within an object's boundarycontrolL4 control.ability: A pattern that persists through time and sets boundaries for how others can change.comeL3 come.arrive: To move through space until being at some place.patternL0 pattern.regularity: That which is the same again: what is here is also there, or what is now was also before.pressL5 press.force: to move an object until it is in contact with a surfacewallL14 wall.range-end: The value of a parameter at which a window ends.noneL9 none.quantity: no amount of a thingquantityL7 quantity.numerical: the size of how many things are in a spaceentitiesL4 entities.object: things that are each distinct from other thingsconditionL3 condition.state: a state of a thing that persists through time in a placeobjectL4 object.entity: A thing that has a boundary and an arrangement of parts that persists through time in a place.offL2 off.state: when a thing is not here, it is theresubjectL5 subject.entity: a thing that a change process is about in an eventspaceL0 space.extent: Where things can be: that in which one thing is here and another is there, apart.occursL2 occurs.event: a change that is at some place during timetimeL0 time.dimension: The before and after of things: that in which a thing can be, and then not be the same.distinctL3 distinct.attribute: a thing is not the same as another thingrangeL3 range.spatial: the space between two boundariescarryingL5 carrying.transporting: To move with a thing that is in one place and then is in another, where the thing remains in contact and under control.self-modelL14 self-model.reflexive: A model in a thing whose subject is the thing that holds the model.numberL6 number.quantity: a mark of many distinct others together in a placeputL3 put.placement: to move something into a placeothersL2 others.distinct-entities: Things that are in space and time but not the same thing as one, or not the same pattern as one.makeL4 make.verb: Parts come together through interaction into a structure and persist in that pattern.matterL1 matter.substance: A pattern of energy that is in one place in space through time.
full chain as text (241 steps)

Neighborhood

Concepts that depend on this one above; what it is built from below.

built fromlearning curveL19learning-curve.plateau — the self-model's competence parameter drifts toward its wall, so further effort yields diminishing gainsself-modelL14self-model.reflexive — A model in a thing whose subject is the thing that holds the model.parameterL4parameter.condition — A condition of a thing that can change while the thing persists.driftL11drift.aimless — Change of a parameter with nothing that makes it go one way.wallL14wall.range-end — The value of a parameter at which a window ends.

Provenance

author: phrases:openai/gpt-oss-120b · date: 2026-07-29 · confidence: 0.7 · source: folk phrase — the self-model drifting