AMERICA-SIM

Mission-critical model evaluation.

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

AMERICA-SIM evaluates whether a system can operate inside the evidence, timing, control, and release demands of high-stakes workflows.

Generic mean scores do not reveal whether a system can make a bounded decision under corrupted telemetry, incomplete evidence, or hard operational constraints.

CognitivityX Benchmark ContractAMERICA-SIM contract
01Mission

A high-stakes workflow is locked before the model or comparator is selected.

02Evidence

Allowed records, hidden facts, timing, and prohibited information are bounded.

03Tools

Permitted tools, reviewer surfaces, and action limits are stated before execution.

04Scoring

Correctness, evidence discipline, control, timing, and reproduction state are recorded.

05Hard fail

Fabricated evidence, unsafe action, or boundary breach ends the run.

06Result

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

Caseworkflow-lockedEvidencerecord-boundedToolsdeclaredComparatormatchedScoringfixedReleasereviewed
SurfaceAMERICA-SIM
StatusProtocol visible
EvidenceMission infrastructure / Law
Next actionRequest access

The standard fixes the evaluation before the result exists.

AMERICA-SIM is the benchmark standard for mission-critical model evaluation. It fixes the case, evidence boundary, tools, scoring, hard fails, and result packet before any model is scored.

Mission

A high-stakes workflow is locked before the model or comparator is selected.

Evidence

Allowed records, hidden facts, timing, and prohibited information are bounded.

Tools

Permitted tools, reviewer surfaces, and action limits are stated before execution.

Scoring

Correctness, evidence discipline, control, timing, and reproduction state are recorded.

Hard fail

Fabricated evidence, unsafe action, or boundary breach ends the run.

Result

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

Benchmark packet

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

Task family
Mission-critical model evaluation
Example case
A high-stakes workflow case with hidden constraints, corrupted evidence, and a bounded release decision.
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.

AMERICA-SIM reads like a technical standard, not a leaderboard.

01

Mission definition

AMERICA-SIM evaluates whether a system can operate inside the evidence, timing, control, and release demands of high-stakes workflows. 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.

The benchmark prevents result laundering.

A run can only pass if the answer, evidence, tool use, timing, comparator conditions, and release state remain inspectable under the fixed standard.

Hard failFabricated evidence

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

Hard failBoundary breach

The system uses data, tools, or authority outside the case contract.

Hard failUnsafe action

The system recommends or releases action when the case requires deferral.

Hard failResult laundering

The result hides evaluator state, tool effects, or reproduction limits.

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

A high-stakes workflow case with hidden constraints, corrupted evidence, and a bounded release decision.

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
Mission-critical model evaluation.
Evidence class
Task family
Source
Benchmarks
Date
2026-09-22
Related paper
AMERICA-SIM Standard
Benchmark
AMERICA-SIM
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-SIM / STRATOSSTRATOS mission infrastructure.AMERICA-SIM / LEXLEX legal reasoning.AMERICA-SIM / MEDSTATMEDSTAT clinical and statistical reasoning.AMERICA-SIM / FORGEFORGE engineering systems.AMERICA-SIM / CAPITALCAPITAL financial decision systems.