KRYOS-XS
HyperCube OS
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Platform Architecture

A five-cube intelligence architecture

For conflict-zone files, private vector stores, OSINT retrieval, digital twins, evidence scoring, legal workflows, humanitarian reports, and release-gated public proof.

Control Plane

Five translucent cubes, one governed data path

Every mission moves left to right across the five cubes. Each cube carries inputs, system tasks, outputs, and a release function. Hover a cube to inspect it. Select a cube to open its expanded technical panel.

Operational Restricted Access Legal Review Enabled Public-Proof Capable
Expanded Technical Panel

Cube 1: Mission, Jurisdiction, Safety, and Intake

CUBE-01 · governed agent domain

Locks the user, organization, mission, theater, sensitivity class, legal boundary, permitted output, and prohibited-use constraints before analysis begins.

Inputs
  • Organization type
  • User role
  • Conflict theater
  • Mission objective
  • Data sensitivity
  • Intended output
  • Legal sensitivity
  • Public or private output status
  • Uploaded file categories
  • Jurisdictional context
System tasks
  • Create Mission Contract
  • Screen prohibited use
  • Classify sensitivity
  • Define output permissions
  • Assign theater and vector-store boundaries
  • Establish audit ID
  • Route mission to correct cube workflow
Outputs
  • Mission Contract
  • Allowed output list
  • Blocked output list
  • Privacy classification
  • Legal review requirement
  • Initial audit record
Cube 01

Cube 1: Mission, Jurisdiction, Safety, and Intake

Locks the user, organization, mission, theater, sensitivity class, legal boundary, permitted output, and prohibited-use constraints before analysis begins.

Governed Domain Audited
Inputs
  • Organization type
  • User role
  • Conflict theater
  • Mission objective
  • Data sensitivity
  • Intended output
  • Legal sensitivity
  • Public or private output status
  • Uploaded file categories
  • Jurisdictional context
System tasks
  • Create Mission Contract
  • Screen prohibited use
  • Classify sensitivity
  • Define output permissions
  • Assign theater and vector-store boundaries
  • Establish audit ID
  • Route mission to correct cube workflow
Outputs
  • Mission Contract
  • Allowed output list
  • Blocked output list
  • Privacy classification
  • Legal review requirement
  • Initial audit record
Cube 1 guilds · 10 governed agent guilds
Mission LockUser AuthorityJurisdictionConsent and Survivor SafetyData ClassificationTheater RoutingOutput PermissionThreat ModelNGO WorkflowIntake Supervision
Cube 02

Cube 2: Evidence, Provenance, and Vector Fusion

Turns uploaded documents, files, notes, OSINT captures, reports, spreadsheets, legal filings, and media metadata into scored, traceable evidence objects.

Governed Domain Audited
Inputs
  • PDFs
  • Reports
  • Witness summaries
  • Images
  • Spreadsheets
  • URLs
  • OSINT captures
  • Legal filings
  • Research papers
  • Donor reports
System tasks
  • Parse
  • Chunk
  • Extract entities
  • Extract claims
  • Detect dates and locations
  • Identify affected populations
  • Hash source files
  • Extract metadata
  • Encode provenance
  • Build embeddings
  • Fuse with selected vector stores
  • Score ECS, CE, SSI, and DRI
Outputs
  • Evidence Objects
  • Claim Register
  • Source Map
  • Contradiction Log
  • Vector Embeddings
  • Chain-of-Custody Record
  • Quarantine Decisions
Cube 2 guilds · 10 governed agent guilds
Document ParsingClaim ExtractionSource ReliabilityVector FusionContradiction EntropyChain-of-CustodyLegal TaggingMultilingual AlignmentSensitive Data DetectionEvidence Supervision
Cube 03

Cube 3: Digital Twin, Scenario Mesh, and HyperMC Simulation

Builds evidence-bound digital twins and scenario meshes for legal, humanitarian, donor, policy, and public-proof analysis.

Governed Domain Audited
Digital twins
  • Evidence Twin
  • Legal Case Twin
  • Atrocity Pattern Twin
  • Civilian Harm Twin
  • Displacement Twin
  • Infrastructure Twin
  • Narrative Twin
  • Aid Allocation Twin
  • Donor Impact Twin
  • Adversarial System Twin for lawful legal and research analysis only
System tasks
  • HyperMC simulation
  • Rare-event simulation
  • Bayesian updating
  • Causal graph modeling
  • Agent-based modeling
  • System dynamics
  • Counterfactual comparison
  • Sensitivity analysis
  • Adversarial stress testing
  • Calibration loop
Outputs
  • Scenario Mesh
  • Probability bands
  • Severity bands
  • Falsifiers
  • Off-ramp options
  • Evidence gaps
  • Simulation audit log
Cube 3 guilds · 10 governed agent guilds
Theater TwinCivilian Harm TwinInfrastructure TwinNGO Capacity TwinLegal Exposure TwinNarrative TwinAid Allocation TwinHyperMC SimulationMPPT-CoT BranchingScenario Supervision
Cube 04

Cube 4: Humanitarian, Legal, Policy, and Report Generation

Creates structured outputs for approved users while preserving evidence boundaries, caveats, and review states.

Governed Domain Audited
Output types
  • Legal triage packet
  • Incident fact matrix
  • Evidence register
  • NGO donor update
  • Humanitarian risk brief
  • Policy memo
  • Conflict intelligence brief
  • Public-safe summary
  • Narrative-risk report
  • Infrastructure damage summary
  • Child-protection summary
  • Public-proof draft
System tasks
  • Bind sources used
  • Bind claims made
  • Attach evidence scores
  • Attach contradictions
  • List missing proof
  • Stamp sensitivity level
  • Mark legal review status
  • Mark release status
Every output must include
  • Sources used
  • Claims made
  • Evidence scores
  • Contradictions
  • Missing proof
  • Sensitivity level
  • Legal review status
  • Release status
Cube 4 guilds · 10 governed agent guilds
Legal PacketNGO ReportDonor MemoPolicy BriefResearch OutputPublic-Proof DraftRedaction PrepHumanitarian BriefNarrative BriefOutput Supervision
Cube 05

Cube 5: Release, Redaction, Audit, and Public Proof

Controls what can leave the workspace.

Governed Domain Audited
Checks
  • Privacy
  • PII
  • Survivor and child protection
  • Witness and source exposure
  • Contradiction closure
  • Legal overstatement
  • Public accusation risk
  • Schema consistency
  • Redaction completeness
  • Release permission
  • Audit traceability
Release statuses
  • Draft
  • Internal Only
  • Legal Review
  • Redaction Required
  • Quarantined
  • Public-Proof Eligible
  • Released
Outputs
  • Draft
  • Internal Only
  • Legal Review
  • Redaction Required
  • Quarantined
  • Public-Proof Eligible
  • Released
Cube 5 guilds · 10 governed agent guilds
Privacy ReviewRedactionClaim DisciplineContradiction ClosureRelease ClassificationAudit BundleLineage TrackingPublic-Proof ConversionBlocked Output HandlingQuarantine Register
Agent Architecture

Designed for 5,000 Governed Agent Functions

The platform is designed around five governed agent domains. Each cube decomposes into specialized guilds for intake, evidence, simulation, output generation, and release control. The interface visualizes this architecture as 5,000 governed agent functions.

Cubes
5
Governed agent domains
Functions per cube
1,000
Specialized governed agents
Guilds per cube
10
Domain decomposition
Functions per guild
100
Narrow, audited agents
Cube 011,000 fn
10 guilds, 100 functions each.
Cube 021,000 fn
10 guilds, 100 functions each.
Cube 031,000 fn
10 guilds, 100 functions each.
Cube 041,000 fn
10 guilds, 100 functions each.
Cube 051,000 fn
10 guilds, 100 functions each.
Reasoning Mesh

MPPT-CoT · twelve reasoning branches

Each mission spawns parallel chains of thought across twelve domain branches. Branches are weighted, contradicted, calibrated, and resynthesized in the Final Synthesis Branch before any output enters Cube 4.

01Mission Branch
02Evidence Branch
03Civilian Harm Branch
04Legal Branch
05Humanitarian Operations Branch
06Donor and Resource Branch
07Infrastructure Branch
08Narrative Branch
09Digital Twin Branch
10Monte Carlo Branch
11Red-Team Branch
12Final Synthesis Branch
Branch Mesh · 12 → 1 synthesis
Calibration loop active
Simulation Suite

HyperMC · fourteen-method simulation stack

HyperMC composes complementary simulation methods inside Cube 3. Each method targets a specific source of uncertainty across civilian risk, evidence strength, resource allocation, narrative volatility, and humanitarian planning.

Naive Monte Carlo

HMC

Baseline distributional sampling.

Stratified sampling

HMC

Variance reduction across population strata.

Latin Hypercube sampling

HMC

Space-filling coverage in high-dim parameter spaces.

Sobol sequences

HMC

Low-discrepancy quasi-random exploration.

Importance sampling

HMC

Reweight rare-but-consequential regions.

Rare-event simulation

HMC

Tail risks for civilian-harm and infrastructure shocks.

Bayesian updating

HMC

Posterior revision as new evidence arrives.

Causal DAG simulation

HMC

Counterfactual reasoning across causal graphs.

Agent-based modeling

HMC

Population, displacement, and capacity dynamics.

System dynamics

HMC

Stock and flow models for aid, infrastructure, and capacity.

Counterfactual simulation

HMC

What-if analysis with clear intervention semantics.

Sensitivity analysis

HMC

Parameter influence and brittleness mapping.

Adversarial stress testing

HMC

Hostile assumption sweeps and falsifier search.

Calibration loop

HMC

Continuous recalibration against new evidence and audits.

The simulation layer supports civilian-risk, legal uncertainty, evidence strength, resource allocation, narrative volatility, and humanitarian planning. It must not generate tactical targeting, weapons guidance, evasion, combat optimization, or violence-enabling recommendations.
Access is reviewed

Apply to operate inside the KRYOS-XS control plane

Organizational identity, lawful mission, data sensitivity, intended outputs, and compliance alignment are reviewed before workspace access is granted.

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