NEO AI Research Program
Glossary
The controlled vocabulary, and the terms the Program refuses to use.
EN This publication is published in English only. Site navigation is available in 18 languages.
47 defined terms: 30 locked at v1.0 and 17 added at v1.1. Terms added at v1.1 are marked. The 23 refused rows below are generated from component_register.json, the estate's single allocation point for component names, by way of the same vocabulary artefact the terminology gate scans with. A term this page refuses is a term that gate fails on, because both read one file.
Status. Controlled Vocabulary v1.1 is prepared and not yet signed. It is effective on signature and not before, and it is published in this state rather than held, because the alternative is a glossary that keeps publishing a term the architecture freeze withdrew.
Why a refused term is a defect and not a style preference
Each refused term below was retired for a reason that survives the reason it was coined.
- Adaptive Compute named a mechanism with no owner.
- Router, unqualified, is ambiguous once a capability, a source and a verifier are all being selected. Write Capability Router or Data Router. Both casings are refused: an upper-case
ROUTERon a console label is the same unqualified name. - Execution DNA, Compute Genome and Architecture Genome are branding for a hashable record of how a mission ran, which is an Execution Record.
- Architecture Planner collided with the system's own architecture. It is a Mission Planner.
- Orchestrator was already forbidden as a synonym for the Task Graph; the component that owns the manner of running is the Execution Planner.
- Fabric, as a component suffix, carries no design information and disguises a small adapter layer as a system.
- Entity Graph is the Knowledge Graph.
- Cost Engine was withdrawn at architecture freeze: two homes for one calculation is how two calculations appear. There is one cost model with one owner.
- Provider Independence contradicts the position published at
NEO-AI-R-001§4.4. Use Provider Replaceability.
A retired name is permitted only on a line that also says it is retired or names its replacement — which is what this page does, and what a careless reuse does not.
A
- Admissible Set
- The set of candidates that survive admissibility before any scoring runs. Scoring an inadmissible candidate is how one wins on quality.
- Agent Identity Layer v1.1
- A component grouping, not a plane: bounded, identified, credentialled runtimes and the delegation chains they carry.
- Amdahl Ceiling v1.1
- The arithmetic bound on any end-to-end efficiency ratio, given fixed per-mission overhead. It refuses a claim whose evidence package is in perfect order.
- Assurance Plane
- Whether the result meets its criteria, at a depth proportional to risk, never verified by the thing that generated it.
- Who was entitled to decide: grants, delegation chains, approvals, and the budget and risk dimensions of an envelope.
B
- Bounded Autonomy
- Autonomy derived from reversibility and potential loss, contracted on defined signals, never derived from a model's confidence in itself.
C
- Capability Gate
- The gate that blocks production deployment and public capability claims. It never blocks engineering progression.
- Capability Register
- The public register of capability claims and their maturity status. Distinct from the Capability Registry, which is the internal store of things that can do work.
- Capability Router v1.1
- Binds a task to a capability: model, runtime, tool, memory, retrieval strategy, source, verifier, locus or human.
- Capability Status
- One of S1 to S5, resolved from the Capability Register at build time and never typed into a page.
- Cheapest Sufficient Data v1.1
- The rule that the cheapest tier which answers the question is the right tier, and that sufficiency is the binding word.
- Circular Corroboration
- Three sources that agree because they are the same source. Independence must be established, never inferred from count.
- Claim Class
- The class attached to every material statement in this corpus: established, architectural interpretation, design intent or open problem.
- Containment
- Reducing a mission's authority. It always succeeds for an operator who may see the mission, because containment never requires a grant beyond visibility.
D
- Data Plane v1.1
- Where an answer's inputs come from, under which licence, and what the record of that is. Four parts, one capability group. Not a ninth plane.
- Data Router v1.1
- Which source answers this question under these constraints. The Data Router selects a source; the Capability Router selects an executor.
- Decision Record
- The record of an operational decision: what was decided, by whom, under which grant, on which evidence.
- Design Decision Record
- The record of an architectural decision and the alternatives it refused. Not the same object as a Decision Record.
E
- Evidence Chain
- The path from an assertion back through every piece of evidence that supports it, to the origin of each.
- Evidence Ladder v1.1
- The MAGNITUDE ladder, PJ-14: eight rungs from 1.5x to 100x and their cumulative artefact requirements. A rung may not be skipped and a claim may not exceed the highest rung passed. It is one of two coordinates, not the whole gate: PF-14 defines the orthogonal EVIDENCE-GRADE ladder, Rungs 0 to 5, from anecdote to third-party reproduction, and a claim is licensed only when both coordinates are held. The magnitude rungs are written so that meeting them implies PF-14 Rung 2 at minimum and PF-14 Rung 5 at 100x. Conflating the two is how a well-evidenced 1.6x becomes a poorly-evidenced 100x.
- Evidence Layer
- The component that produces, grades and serves evidence.
- Evidence Ledger
- An append-only, hash-addressed store of evidence records.
- Execution Plane
- Where work is performed under a contract, inside a sandbox, by a bounded identity.
G
- Graceful Substitution
- Replacing a capability with another that satisfies the same contract, without a rewrite and without a silent change in behaviour.
H
- The principle that a human holds the authority a system exercises, and that the record shows who held it.
I
- Intelligence Flow v1.1
- The movement of work through the system. Excluded against Task Graph and Mission State, which are objects rather than movement.
- Interaction Plane
- Where a human meets the system: interfaces, supervision surfaces and the record of what was shown.
K
- Knowledge Plane
- What the system asserts about the world, with the evidence for each assertion and the path back to its origins.
M
- Memory Plane
- What the system retains about itself, behind one access-mediated API.
- Mission
- A durable objective NEO owns, with its state, its decisions, its approvals and its artefacts. It outlives any single model call and any single session.
- Mission Envelope
- The bounded permissions, data scope, resource budget, autonomy level and terminal conditions a mission runs inside. An intersection, never a union.
- Mission State
- The projection of a mission's event stream. Rendered surfaces read this and never a separate mutable record.
N
- NEO System Intelligence v1.1
- The name for the composition of the platform's decision-making parts and the register of invariants that composition must hold. Not a service. Not NEO Intelligence.
O
- Observable Intelligence v1.1
- The property that what a system did can be reconstructed from its record, rather than inferred from its output.
- Observe Build v1.1
- A mode of Mission Control over one event stream, not a separate system.
- Operational Decision Event v1.1
- A recorded decision taken while a mission runs. Distinguished from a Decision Record and a Design Decision Record.
P
- Policy Plane
- Whether an action is permitted: principals, permissions, purpose, jurisdiction and tenant isolation.
- Provenance Passport v1.1
- The per-datum record of source, timestamp, licence, jurisdiction, retention, permitted use, training and redistribution rights, caching rights and expiry. It cannot be retrofitted at any price.
- Provider Replaceability v1.1
- The property that a provider can be replaced under contract. Used instead of provider independence, which the corpus refuses.
R
- Reasoning Plane
- Where the shape of the work is decided: interpretation, planning and binding.
- Router
- Refused unqualified. Write Capability Router or Data Router. See the refused-terms table below.
S
- Source Intelligence v1.1
- A view over the Execution Store: how each source has actually performed. A measurement of sources, not the investigation vertical.
- Source Registry v1.1
- What sources exist, what they cost, what they cover and what their licence permits. Global source records; per-tenant entitlement records.
- System-Level Benchmarking v1.1
- Measurement taken at the boundary of the whole system on an accepted mission, rather than at the boundary of a model.
T
- Task Graph
- The durable representation of work. It invokes nothing; it is the thing an executor is bound to.
- Trajectory
- The recorded path a mission actually took, as distinct from the plan it started with.
V
- Validation Layer
- The verifier ladder: generator and verifier are separable, and verification cost scales with risk. The component that owns it is Verification, allocated as component 12 of the component register and published as the register entry brain.validation; Validation Engine is a retired name for the same component.
Refused terms
| Term | Ruling |
|---|---|
| Adaptive Compute | Retired - use Compute Governor (the tier ladder). |
| Architecture Genome | Retired - use Execution Record. |
| Architecture Planner | Retired - use Mission Planner. |
| Capability Fabric | Retired - use Capability Registry. |
| Compute Genome | Retired - use Execution Record. |
| Cost Engine | Retired - use Compute Governor (the unified cost model). |
| Data & Knowledge Fabric | Retired - use Data Router and Knowledge Graph. |
| Entity Graph | Retired - use Knowledge Graph. |
| Execution DNA | Retired - use Execution Record. |
| Identity & Trust Fabric | Retired - use Policy and Authority. |
| Intelligence Router | Retired - use Capability Router. |
| Mission Graph | Retired - use Task Graph. |
| Model Router | Retired - use Capability Router. |
| NEO Native | Retired - use NEC - NEO Execution Contract. |
| Orchestrator | Retired - use Execution Planner. |
| Secure Execution Fabric | Retired - use Secure Execution. |
| Universal Protocol Fabric | Retired - use Tools and Connectors (MCP) and services/api (HTTP). |
| Universal Runtime Fabric | Retired - use Runtime Adapter. |
| Validation Engine | Retired - use Verification (published in the Capability Register as brain.validation). |
| NEO Intelligence | Refused as a name for the platform layer - use NEO System Intelligence. Not retired outright: it is the reserved name of the investigation vertical. The market-facing name for the platform is NEO Intelligence Operating System. |
| Fabric (as a component suffix) | Refused as a component suffix, in any casing. It carries no design information and disguises a small adapter layer as a system. RECONCILIATION 2.5. |
| Router (unqualified) | Refused unqualified, in any casing. Write Capability Router, which binds a task to an executor, or Data Router, which binds an information need to a source. RECONCILIATION 5. |
| Provider Independence | Refused by the corpus at NEO-AI-R-001 section 4.4. Use Provider Replaceability: a provider can be replaced under contract, which is the property the corpus can hold. |
Disambiguation
| Term | Against | Rule |
|---|---|---|
| Operational Decision Event | Decision Record, Design Decision Record | |
| Agent Identity Layer | — | a component grouping, not a plane |
| Intelligence Flow | Task Graph, Mission State | |
| Data Router | Capability Router | the Data Router selects a source, the Capability Router selects an executor |
| Observe Build | — | a mode of Mission Control over one event stream, not a separate system |
| Source Intelligence | NEO Intelligence | Source Intelligence is a measurement of how sources perform; NEO Intelligence is the investigation vertical |
| Validation Layer | Verification, brain.validation | one component, three names in three places: Verification is the allocated component name, brain.validation is the Capability Register entry, and Validation Layer is this vocabulary's term for the verifier ladder it owns. Validation Engine is retired (erratum E-08). |
| Evidence Ladder | Magnitude Ladder (PJ-14), Evidence-grade ladder (PF-14) | two ladders, one name. Unqualified, Evidence Ladder on this origin means PJ-14, the eight MAGNITUDE rungs 1.5x to 100x. PF-14 defines the orthogonal EVIDENCE-GRADE ladder, Rungs 0 to 5. Write magnitude ladder or evidence-grade ladder where the axis matters; a claim is licensed only when both coordinates are held. |