QuantumLearning Machines
CyberSim credential

Institution evidence workspace · NCAE-C CAE-CAI 2026

Turn labs into reviewable CyberAI evidence.

Assess every required Knowledge Unit through observable student work, seal faculty-reviewed outcomes, and export the evidence behind each learner's result.

SecureAI 14/14 instrumentsAICyber 11/11 instruments20 KU-native practicumsPer-student evidence roots
Official framework usedCAE CyberAI (CAE-CAI) Knowledge Units, Version 2026
Who can applyEligible U.S. degree-granting, regionally accredited institutions
Review current CAE-CAI materials

Pathway readiness

One evidence system, two different academic claims

SecureAI evaluates how learners protect AI systems. AICyber evaluates how learners use and supervise AI in cyber defense. The counts below describe available direct assessments; a student earns KU evidence only after every outcome and transfer performance passes.

SecureAI

Security of AI

14/14KUs with direct CyberSim evidence

Secure AI systems and infrastructure throughout their lifecycle.

CSFCybersecurity Fundamentals
Direct assessment available
ISCIT Systems Components
Direct assessment available
BSPBasic Scripting and Programming
Direct assessment available
MAFMath Fundamentals
Direct assessment available
AIGAI Governance, Laws, and Ethics
Direct assessment available
AIFAI Fundamentals
Direct assessment available
MLFMachine Learning Fundamentals
Direct assessment available
COFComputer Science Fundamentals
Direct assessment available
AVMAdvanced Math for AI
Direct assessment available
AILSecuring the AI Lifecycle
Direct assessment available
MLAMachine Learning Algorithms
Direct assessment available
DPLDeep Learning
Direct assessment available
ADLAdversarial Learning
Direct assessment available
AIRRisk Management of AI
Direct assessment available

Default evidence plan selects AIR. The practicum also implements the pathway's other official optional KU, which faculty can select before opening a cohort session.

AICyber

AI for Cybersecurity

11/11KUs with direct CyberSim evidence

Apply AI to traditional cybersecurity assessment and defense.

CSFCybersecurity Fundamentals
Direct assessment available
ISCIT Systems Components
Direct assessment available
BSPBasic Scripting and Programming
Direct assessment available
MAFMath Fundamentals
Direct assessment available
AIGAI Governance, Laws, and Ethics
Direct assessment available
AIFAI Fundamentals
Direct assessment available
MLFMachine Learning Fundamentals
Direct assessment available
BNWBasic Networking
Direct assessment available
NDFNetwork Defense
Direct assessment available
AISAI for Security Assessments
Direct assessment available
DFADefensive Applications of AI
Direct assessment available

Default evidence plan selects DFA. The practicum also implements the pathway's other official optional KU, which faculty can select before opening a cohort session.

Executable coverage

One task is not allowed to stand in for a Knowledge Unit.

Each of the 20 official KUs has its own server runtime, all official outcomes, signed primary and unfamiliar-transfer artifacts, and outcome-level adjudication. A resubmission invalidates prior ratings; judgment-heavy KUs require two calibrated reviewers.

Start a pathway Review evidence

Applied lab package

Three labs, each ready to place in a different course

The application still needs the institution's official syllabi. These modules supply the lab prompt, mapped outcomes, assessment indicators, and hash-sealed, faculty-reviewable work products.

01

CYAI 310 · Weeks 4-5 · 90 minutes

Trace and contain an AI trust-boundary failure

CSF.3CSF.8AIL.1AIL.2AIL.3ADL.2ADL.4

Student performance

  • Inspect two sealed cases from different attack families.
  • Cite at least two records per decision and declare confidence.
  • Defend the selected boundary and control from the evidence.

Reviewable evidence

  • Hash-chained case decisions with cited record identifiers.
  • Construct-level C1 score and confidence calibration.
02

CYAI 420 · Weeks 8-9 · 120 minutes

Reconstruct and contain an AI security incident

AIR.2AIR.4AIR.5AIR.6AIR.7NDF.1NDF.3NDF.4

Student performance

  • Reconstruct two unfamiliar incidents from sealed records.
  • Preserve evidence while selecting the smallest effective containment.
  • Submit a rationale for independent faculty review.

Reviewable evidence

  • Replayable C4 submissions and evidence roots.
  • Two independent rubric ratings and adjudication outcome.
03

CYAI 430 · Weeks 11-12 · 120 minutes

Supervise a bounded defensive AI agent

AIF.3AIF.4AIS.1AIS.2AIS.3AIS.4DFA.1DFA.3DFA.4

Student performance

  • Compare competing hypotheses and challenge unsupported agent claims.
  • Approve, narrow, reject, or request evidence for a proposed action.
  • Execute once, verify recovery, and explain residual risk on a different threat family.

Reviewable evidence

  • Hash-chained C5 investigation and transfer record.
  • Safety-veto results, authority decisions, and dual faculty ratings.

Evidence exports

Give reviewers the crosswalk and the underlying student record

The institutional crosswalk is public curriculum documentation. Student packages require sign-in and are limited to the candidate or authorized faculty.

Institution crosswalk

Versioned KU catalog, pathway requirements, CyberSim mappings, evidence levels, lab guidelines, and declared gaps.

Download crosswalk

Student evidence record

Available to the candidate and authorized faculty. Unmet constructs are omitted rather than reported as covered.

Submission boundary

What CyberSim supplies, and what the institution still owns

A credible application makes this boundary obvious. CyberSim can produce lab and assessment evidence; it cannot manufacture institutional approval, faculty qualifications, or a continuous-improvement history.

Eligibility

The applicant is a U.S. degree-granting, regionally accredited institution. Current CAE-CD and CAE-CO institutions receive specified application exemptions under the 2026 requirements.

Institution action required

Official curriculum

The institution supplies its approved Program of Study, required course sequence, catalog evidence, and three aligned work roles.

Institution action required

Current syllabi

Every KU-aligned course needs a concise syllabus taught within the last three years, with faculty, term, outcomes, schedule, and grading information.

Institution action required

Hands-on labs

At least three distinct KU-aligned courses identify required applied labs and provide one set of lab guidelines per course.

CyberSim contributes evidence

Outcome assessment

Program-level outcomes need curriculum maps, indicators, performance expectations, student results, qualitative findings, and an improvement plan.

CyberSim contributes evidence

KU alignment

Course outcomes are aligned to the required KUs without overloading one course or relying on optional courses that not every student completes.

Institution action required

Student work

The institution supplies de-identified student work products tied to courses and KUs. CyberSim exports are supporting work products, not a substitute for the full set.

CyberSim contributes evidence

Faculty and improvement

Faculty qualifications, section equivalency, mentoring, professional development, governance, and continuous-improvement evidence remain institutional responsibilities.

Institution action required