Articles
3
A
- The Accrual SubstrateA record gives completed work somewhere to remain, so the next attempt can begin with what the last one left behind.
- Activation EnergyThe first rise in a path can be harder than the walking that follows; preparation changes that initial crossing.
- AddictionThe article frames addiction through persistent learned cues and competing routines, alongside its explicit warning that this framework does not replace professional care.
- AfferentsA capable system can still wait silently; an incoming event is what gives its capabilities an occasion to run.
- AgencyA route becomes more than a possibility when an action changes the situation and gives you something new to observe.
- The Agent BodyAn agent's records, connections and boundaries can persist while the particular run that uses them ends.
- AI as AcceleratorMoving faster is useful when the route leads somewhere; real attempts and outside feedback still matter.
- Algorithmic ComplexityThe number of options is only part of the difficulty; the comparisons you demand between them also shape the work.
- AnxietyThe article examines a loop of anticipated threats and asks what a concrete observation could add to the prediction.
- Artifact-ModeA small finished object gives its recipient something to inspect, use and respond to.
- Attention as Dynamic RoutingCompeting inputs invite different next actions; changing what reaches you changes the routing problem.
- Autodidact FrameworkAn attempt supplies concrete distinctions that a later explanation can name and organize.
B
- BasinA long-lived question needs a boundary that collects relevant material and a synthesis that changes as evidence arrives.
- Be the SunIdeas can disappear after the moment that produced them; collectors and routing give those sparks somewhere to go.
- Bounded SearchA search can keep opening new paths; a budget creates a point at which something must be selected.
- The BraindumpUnfiltered writing can reveal which concern or decision is occupying the space needed for the next task.
- Branching and ConvergenceGenerating another branch and choosing among branches are different operations; useful work needs both.
- Brand InvisibilityA distinct public surface lets feedback land on a venture or artifact without making every experiment a verdict on its maker.
- Buffs and DebuffsSleep, food, stress and momentum change what feels available now; the article treats these as temporary modifiers rather than permanent traits.
C
- ClarityKnowing where you are and what moves are available can turn a distant aim into a next action.
- The Clarity BearA careful dialogue brings the problem already in your head into a form that both people can inspect.
- Coherence Is Not EvidenceA map can fit together beautifully while missing the ground it claims to describe.
- CommitmentFollowing through depends on the arrangements around a promise as well as the moment in which it was made.
- Communication FrameworkA concrete scene gives the reader a foothold before an abstract principle asks them to climb.
- CompositionA larger system depends on the connections between its parts, not only on what each part can do alone.
- Compounding ArtifactsA tool, record or practiced capability can remain useful after the effort that created it is over.
- Computation as Core LanguageThe article uses computation as a common language for systems that transform inputs into outputs through rules.
- Computation as Physical CausalityStored states and the changes between them depend on a physical system that can hold and transform information.
- Computational LiteracyWater, crystals, ants and simple games offer concrete starting points for learning to describe rules and transformations.
- Consciousness as Self-Modeling SystemsThis account of consciousness centers on a system using observations of its own behavior to change what it does.
- Container DesignA gym, a walk or a work session makes some activities available and others harder to drift into.
- CounterpartyA real recipient supplies a response that the person making the promise cannot simply write for themselves.
- CourageThe next step can be examined through likely outcomes and the cost of staying where you are.
- CyberneticsA local signal can guide the next move even when the destination is still hidden.
D
- DemonsA recurring pattern can feel separate from your intentions; naming its cues creates a more concrete place to intervene.
- Digital DaoismThis essay brings Daoist ideas about flow and limits into its account of acting within a system's conditions.
- DisciplineRepeated behavior has a setting, a cue and an available next step; those conditions are things you can inspect.
- DiscretizationAn open-ended task becomes easier to inspect when its parts have recognizable starts and finishes.
- Dopamine SystemsThe article distinguishes the pull toward a reward from the pleasure of receiving it.
E
- Effective AI UsageConcrete examples, retained context and a real task give an AI conversation something more useful to work on.
- Epistemic ContaminationAn outside framing can change which distinctions you notice; first preserving your own account makes that change easier to see.
- Error SignalA target and a measurement become useful together when their difference suggests a correction.
- EV Sensor CalibrationSmall actions supply outcomes that your expectations alone cannot provide.
- Execution and ResolutionA map of the whole valley and a view of the next foothold answer different questions.
- Expected ValuePerceived reward, chance of success, effort and delay can each change the appeal of the same task.
- Experience ExtractionAn experience contains more to learn from than its immediate verdict of success or failure.
F
- FocusA work setting can keep the chosen task close while reducing the inputs that keep drawing attention elsewhere.
- Forcing FunctionsA useful safeguard changes whether an error can happen; its strength depends on what happens when someone tries to bypass it.
- Free WillAn individual move and the distribution of many moves are different scales at which to examine behavior.
G
- Generative vs RetrospectiveThe next interesting step and the story told about the completed journey give different views of the same work.
- The Golden OrbThe wheelwright's story places attention on contact with the work and distinctions learned through the hands.
- GradientsA slope, a measured error and a stronger signal each supply direction, but they refer to different kinds of difference.
- Grammars as Causal StructureDifferent rules and memory structures permit different kinds of relationships to be represented.
- GritA setback calls for recovery; a changed situation may also call for reconsidering the route.
- The Guided Spike WorkbookA workbook holds the questions and evidence while you make contact with a real system.
H
I
- IgnitionA warm-up serves a different purpose from a critique of work that has already been made.
- Information ArchitectureTurning interruptions into a deliberate reading queue changes when outside material can redirect the work.
- Information TheoryMore information is useful when resolving the uncertainty affects a decision you actually need to make.
- Intelligence DesignA system can try several candidates and reject failures before they become downstream decisions.
- Intelligence Is WaterThe same flow does different work when the channels, openings and boundaries around it change.
- Invokable StructuresA goal becomes more actionable when there is already a person, organization or tool that can perform the needed operation.
J
L
- Ladder of AgencyThe ladder connects demonstrated capability at one scale to the possibility of coordinating work at a larger scale.
- Language FrameworkHow a problem is described determines which parts of it become available for inspection.
- LazinessThe same label can cover exhaustion, a costly task or a payoff that does not seem worth the effort.
- LegibilityPeople can respond to a system more usefully when the state that matters is readable to them.
- LockfileA quality standard travels more faithfully when instructions, examples, checks and rejected attempts stay together.
M
- Macrostate EngineeringSpecifying what must be true at the end can leave several acceptable ways for the work to get there.
- MagicA label can name a surprising result without revealing the process that produced it.
- The Mastery LadderA correction becomes useful infrastructure when it stops needing to be performed afresh on every attempt.
- The MatrixThe cave image asks how an engineered stream of content can displace direct engagement with the world.
- The MembraneRemove the running intelligence and inspect which accounts, assets and state are still there.
- MemoryMemory requires something that can remain stable long enough to be encountered again.
- Memory Is the SubstrateInstructions and records influence later work through what gets stored, organized and loaded back into use.
- The Meta-Pattern: Character Traits vs System OutputsA character judgment becomes more useful when translated into conditions, costs and an operation you can inspect.
- Mode-LockWill describes strong inertia once an activity takes hold, making entry conditions a practical design concern.
- ModelingWhat someone sees you do can teach a different pattern from the instruction they hear.
- Moralizing Language vs. Computational Mechanistic ExplanationInstead of stopping at a character label, look for the conditions under which the behavior appears.
- MotivationA task's appeal changes with its perceived payoff, difficulty, delay and visible progress.
N
- Nature AlignmentA different channel can make use of existing momentum instead of requiring a repeated push against it.
- Neural PositivismAn instruction to stop leaves a different question from an instruction that names what to do next.
- Night ProtocolsThe evening still holds today's context; a short note can carry the next action across the night.
- Nutrition ArchitectureMeal choices, availability and timing can be prepared before the moment when each decision has to be made.
O
P
- Paths and TrailblazingA detour can remain after its reason has disappeared; inspect the terrain before deciding which part of the route to keep.
- Pattern Matching as Fundamental ComputationA familiar pattern becomes useful when recognizing it tells you which transformation can follow.
- Pedagogical MagnificationA close view reveals detail; a wider view reveals how that detail belongs to the whole.
- Planning EuphoriaThe relief of describing a result and the evidence of making it are different things to look for.
- The Precondition TrapA task can disappear behind an expanding chain of tools that supposedly have to exist before it can begin.
- Predictability as Optimization SubstrateWhen a recurring situation becomes predictable, some of tomorrow's decisions can be made before it arrives.
- Predictive CodingThe prediction-error account asks how a mismatch between expectation and input changes the next expectation.
- Prevention ArchitectureA prepared environment can reduce the number of times the same temptation needs to be reconsidered.
- Probability Space BendingA decision can change the surroundings, expectations and available routes of the decisions that follow.
- ProcrastinationBefore asking for more effort, inspect whether the next action is clear, available and possible in the current state.
- Programming as Causal Graph ConstructionA causal map asks what triggers, gates or interrupts an operation, beyond the data that passes through it.
- ProvenanceTwo identical conclusions can carry different weight when they were produced by different paths.
Q
R
- RatchetFinding a better position and preventing a slide back are different jobs; a ratchet addresses the second.
- Reality ContactAn idea gains a new constraint when an observation or an encounter can disagree with it.
- Reality Contact MetabolismWill describes direct engagement as changing both the information available and the felt state from which work begins.
- ReliabilityA dependable operation can become a foundation instead of a task that needs continuous supervision.
- Representational vs Real ConstraintsSome obstacles change when understood differently; others require a change in resources, capacity or conditions.
- ResilienceReserves, support and recovery routines affect what becomes possible after a setback.
- RhythmThe article treats rhythm as an alternation that lets continuity and change coexist.
S
- SalienceA distinct cue or milestone is easier to notice than a goal that never changes its visible form.
- Search vs PlanningPlanning can narrow the possibilities; a trial supplies what the model could not determine beforehand.
- Selection over DesignWhen alternatives are cheap to make, selection can preserve distinctions that were hard to specify in advance.
- Self-ControlAccess and routine can be changed before an impulse becomes another decision to resist.
- Signal BoostingA strong single attempt and a signal that reaches its audience are different achievements.
- Signal TheoryThis framework distinguishes internally generated interest from adaptation to outside demands and interference.
- The Simulated OtherA plausible rendering of another person's answer can become a substitute for asking them.
- Skill AcquisitionA useful practice loop lets you recognize a specific miss and change something in the next attempt.
- Social GraphA bridge between otherwise separate groups does different work from another connection inside an already close group.
- Spell-PacketA statement can be examined for its truth and for the search or behavior it prompts in its recipient.
- Startup as a BugA venture must learn from imperfect signals while time and money continue to be spent.
- State MachinesA cue can become a transition; mapping those transitions reveals where a routine starts, stalls or drifts.
- Statistical MechanicsThe article borrows a distinction between individual configurations and aggregate behavior to examine recurring outcomes.
- Structure Over RequestA recurring requirement can be built into stages, inputs and checks instead of being requested afresh each time.
- SuperconsciousnessThe operator metaphor describes a deliberate interruption followed by an action that changes the current conditions.
- SuperpositionA useful representation can capture relationships that would otherwise require treating every detail separately.
- Systems and EmergenceInteractions can produce an outcome that no participant planned or controls alone.
T
- Taste CompilationA correction does more work when it becomes an example, a named rule or a check that survives the current draft.
- TrackingRecorded actions and their surrounding conditions can reveal a pattern that a remembered summary misses.
- Translation Guide: Moralized Terms → Computational MechanismsUse this reference to move from a familiar character label to questions about the conditions producing the behavior.