AMERICA-SIM / VECTOR

VECTOR logistics and supply chain.

Benchmark architecture and research program: Mourad E. Mazouni, CognitivityX Labs.

VECTOR evaluates planning under disruptions, capacity constraints, uncertain lead times, conflicting objectives, and dynamic evidence.

A robust system must revise the plan as the network changes without losing the lineage of why earlier decisions were made.

CognitivityX Benchmark ContractBenchmark suite
01Mission

The operating problem is frozen before a model is selected.

02Evidence

Inputs, hidden facts, allowed records, and prohibited data are bounded.

03Tools

Permitted tools and action surfaces are stated before the run.

04Scoring

Result fields, confidence, timing, and reproduction state are recorded.

05Hard fail

Unsafe action, false evidence, or authority violation ends the run.

06Result

The packet separates model behavior from harness, tool, and evaluator state.

CaselockedEvidenceboundedToolsdeclaredComparatormatchedScoringfixedReleasereviewed
SurfaceAMERICA-SIM / VECTOR
StatusProtocol visible
EvidenceNetwork state / Capacity
Next actionRequest access

Benchmark first. Model second. Evidence always attached.

AMERICA-SIM and the CognitivityX benchmark families exist to prevent result laundering. The same case, evidence, tools, timing, scoring, and hard fails apply before the run begins.

Mission

The operating problem is frozen before a model is selected.

Evidence

Inputs, hidden facts, allowed records, and prohibited data are bounded.

Tools

Permitted tools and action surfaces are stated before the run.

Scoring

Result fields, confidence, timing, and reproduction state are recorded.

Hard fail

Unsafe action, false evidence, or authority violation ends the run.

Result

The packet separates model behavior from harness, tool, and evaluator state.

Benchmark packet

Each benchmark page states how the mission is locked, scored, failed, and reported.

Task family
VECTOR logistics and supply chain
Example case
Logistics network case with disruption, inventory state, capacity conflict, dynamic constraints, and replanning cost.
Scoring
Correctness, evidence discipline, constraint satisfaction, calibration, action authority, and hard-fail avoidance.
Hard fail
Unsupported authority, hidden constraint violation, fabricated evidence, unsafe release, or failure to escalate.
Report
Inputs, prompt packet, evaluator, score, failure labels, confidence interval, and reproduction notes.

Rigor has to be designed into the mission surface.

01

Mission definition

VECTOR evaluates planning under disruptions, capacity constraints, uncertain lead times, conflicting objectives, and dynamic evidence. The use case determines the operating contract before the model is selected.

02

Comparator discipline

Each model faces the same case, available information, and acceptance conditions. Differences in internal architecture, reasoning efficiency, or ability to use the supplied information are part of what the benchmark measures.

03

Result discipline

Controlled internal results, reproduced runs, and external vendor benchmarks are kept in separate evidence classes. A result is never upgraded by presentation alone.

Hard fails are part of the intelligence test.

A result can look fluent and still fail the mission. The benchmark family makes disallowed action, broken authority, unsupported evidence, and unsafe release visible as first-class outcomes.

Hard failUnsupported authority

The system acts outside the mission boundary or role permission.

Hard failFabricated evidence

A claim is presented as supported when the record does not support it.

Hard failHidden constraint violation

The result ignores a fixed operational, legal, physical, or statistical limit.

Hard failUnsafe release

The model releases action when uncertainty or policy requires deferral.

Benchmarks test the model. They do not become the model.

CognitivityX keeps Altheon, Berni, Aletheion, STRATA, STRATOS, and benchmark evidence separate so a visitor can see what is being measured, what is being controlled, and what is being released.

Current artifact

Example case

Logistics network case with disruption, inventory state, capacity conflict, dynamic constraints, and replanning cost.

Evidence to inspect

Result status

Scores are separated by controlled run, reproduced run, reference evidence, and production verification.

Scoring

Hard-fail discipline

The page separates task, inputs, scoring, hard fail, result class, and reproduction notes.

Access

Contact us for access

Use the access route for model review, benchmark packet, system walkthrough, or institutional collaboration.

Inspect evidence
Status
Protocol visible
Primary artifact
VECTOR logistics and supply chain.
Evidence class
Task family
Source
Benchmarks
Date
2026-09-22
Related paper
AMERICA-SIM Standard
Benchmark
VECTOR
Known limitation
Public pages exclude protected corpora, hidden cases, private scoring weights, partner data, and credentials.
Required next proof
Inputs, prompt packet, evaluator, score, failure labels, confidence interval, and reproduction notes.

Request benchmark access.

For benchmark packets, methodology review, matched comparator runs, or private evaluation discussion, send the mission context, data boundary, scoring need, and review timeline.

BenchmarksBenchmarks built around missions, not model comfort.AMERICA-SIMMission-critical model evaluation.AMERICA-SIM / STRATOSSTRATOS mission infrastructure.AMERICA-SIM / LEXLEX legal reasoning.AMERICA-SIM / MEDSTATMEDSTAT clinical and statistical reasoning.AMERICA-SIM / FORGEFORGE engineering systems.