AI
Explore the Stack

Evidence before adjectives.

Security language is cheap. Verification boundaries are not.

Generate auditable intake receipt records with source provenance, artifact hashes, manifest hashes, risk assessments, policy state, and guard decisions

Guardian Audit Service

PROTOTYPE
Artifact: Guardian Audit Service
Version: prototype
Environment: Local development
Date: 2026-08

Result:

Receipt generation implemented with source, hash, manifest, risk, and policy checks. Each intake decision produces a structured receipt record.

//Verification Boundary — What This Result Does Not Establish

Prototype only. Not production hardened. No live deployment demonstrated. Independent certification not established. Threat coverage and benchmark validation incomplete.

Six-zone intake pipeline architecture (Session Binding → Activation Binding → Quarantine → Traditional Security Analysis → AI-Native Content Analysis → Sanitization → Provenance Capture → Lifecycle Policy → ReceptorEvent → Guard Decision → Controlled Model Representation → Continuity Record → Audit/Retention/Purge)

Guardian Intake Gateway

SPECIFICATION
Artifact: Guardian Intake Gateway Architecture
Version: v1.0
Environment: Design specification
Date: 2026-08

Result:

Complete architecture specification with 13 pipeline stages, 9 receptor module types, and 3 console interfaces defined.

//Verification Boundary — What This Result Does Not Establish

Specification only. No implementation exists. Local MVP direction defined but not built. Receptor module taxonomy specified but not implemented.

Distributed rotating Canon architecture with 7 roles (Adversary, Ethicist, Mechanic, Archivist, Strategist, Security Sentinel, Viral Sentinel) and synthesis layer producing structured findings with case IDs and audit hashes

ExoMCP

ARCHITECTURE
Artifact: ExoMCP Architecture
Version: v1.0
Environment: Architecture specification
Date: 2026-08

Result:

Complete architecture specification with role definitions, isolation requirements, synthesis layer design, and output format specified.

//Verification Boundary — What This Result Does Not Establish

Architecture / build-stage project only. No implementation yet. Viral Sentinel separate provider isolation not built. No live monitoring demonstrated. Not independently verified.

Isolated detection role for 6 viral RSI threat classes (objective persistence, boundary laundering, unbounded capability expansion, valence inversion, self-certification failure, cross-session/model state diffusion) with veto-level influence

Viral Sentinel

ARCHITECTURE
Artifact: ExoMCP Architecture — Viral Sentinel Integration
Version: v1.0
Environment: Architecture specification
Date: 2026-08

Result:

Role specification complete with isolation properties (separate provider, one-way output), 6 detection criteria, and veto-level integration with Security Sentinel defined.

//Verification Boundary — What This Result Does Not Establish

Architecture / proposed monitoring role only. No implementation. Separate provider infrastructure not built. No live detection demonstrated. Isolation properties theoretical.

Combined prototype integrating specificity/GSR/NGR metrics, governance states, multi-AI audit orchestration, coherence-risk concepts, and prototype composite indices

Anti-Illogical Audit Engine

PROTOTYPE
Artifact: Anti-Illogical Audit Engine
Version: prototype
Environment: Local prototype
Commit: source-available
Date: 2026-08

Result:

Working prototype exists per source code. Combines 5 measurement dimensions. Explicitly labeled as combined prototype in source.

//Verification Boundary — What This Result Does Not Establish

Prototype only. Source code explicitly identifies as combined prototype. Not production capability. No independent certification. Benchmark validation incomplete. Local prototype only.

GSR (Geometric Survival Ratio) metric and Ageometrics framework for measuring information loss in representation compression (embeddings, graphs, summaries, attractors, memory topologies)

Ageometrics / GSR

WORKING PAPER
Artifact: Ageometrics / GSR working paper
Version: working-paper
Environment: Research documentation
Date: 2026-08

Result:

Working research paper defines GSR metric, Ageometrics framework, and identifies AI-memory application direction for provenance, contradiction history, continuity, causal sequence, and recovery information preservation.

//Verification Boundary — What This Result Does Not Establish

Working research paper only. Not a commercial certification score. No production implementation. AI-memory application is research direction only. No empirical validation published.

Protocol specification for portable cognitive identity carrying user identity, operating principles, communication preferences, active projects, permission rules, memory-store pointers, and activation profile

SymID

RESEARCH CONCEPT
Artifact: SymID / SessionGlyph specification
Version: protocol-research
Environment: Protocol research
Date: 2026-08

Result:

Protocol research complete. Data model specified. Local-first architecture defined. Client-side encryption direction identified. User-approved activation injection model defined.

//Verification Boundary — What This Result Does Not Establish

Protocol / prototype plan only. No implementation. Encryption synchronization not built. Cross-platform integration not demonstrated. No deployment.

Protocol specification for hashed session continuity packets with 11 fields (decisions, open questions, artifacts, changed files, claims to verify, risks, next actions, dissent, compressed summaries, hash chain)

SessionGlyph

RESEARCH CONCEPT
Artifact: SymID / SessionGlyph specification
Version: protocol-research
Environment: Protocol research
Date: 2026-08

Result:

Protocol research complete. Data model specified with 11 fields + hash chain. Automation plan defined. Relationship to SymID clarified (SymID = keychain, SessionGlyph = the work).

//Verification Boundary — What This Result Does Not Establish

Protocol + automation plan only. No implementation. Hash chain verification not built. Cross-platform integration not demonstrated. No deployment.

Authentication research model with ephemeral secrets, user glyph selection, obfuscated verification interfaces, browser/app/NFC concepts, and accessibility alternatives (haptic/audio)

PWDither

RESEARCH CONCEPT
Artifact: PWDither research documentation
Version: research-concept
Environment: Research documentation
Date: 2026-08

Result:

Research concept documented with ephemeral secret model, glyph selection mechanism, accessibility alternatives proposed, and browser/app/NFC concepts outlined.

//Verification Boundary — What This Result Does Not Establish

Authentication concept / prototype direction only. Zero-knowledge security properties not production-verified. Accessibility alternatives not implemented. No deployment demonstrated.

Measurement framework for software and AI waste (model calls, retries, inference cost, semantic rework, memory churn, anomalous compute, baseline deviation, behavioral change)

SERA

RESEARCH
Artifact: SERA research framework
Version: research-framework
Environment: Research framework
Date: 2026-08

Result:

Research framework defines waste categories (inference, semantic, context, drift), measurement dimensions, and connection to AI behavioral drift detection through efficiency baselines.

//Verification Boundary — What This Result Does Not Establish

Research / developing measurement framework. Does not currently detect breaches unless verified. No production implementation. Baseline establishment methodology not specified. No empirical validation.

Defensive research concept for deceptive containment with isolated simulated resources, defender-controlled environment, telemetry, escalation gates, synthetic red-team testing, human oversight

Honeyworld

RESEARCH
Artifact: Honeyworld defensive research concept
Version: research-concept
Environment: Research documentation
Date: 2026-08

Result:

Defensive research concept documented with architecture principles, oversight and audit log requirements, controlled synthetic scenario methodology. Operational details intentionally withheld per non-operational disclosure boundary.

//Verification Boundary — What This Result Does Not Establish

DEFENSIVE RESEARCH CONCEPT ONLY. No deployment implied or claimed. Operational details (evasion, real target selection, credential abuse, infrastructure compromise, propagation) intentionally omitted. Not a production containment system.

Status Vocabulary

Every evidence record uses precise status language. Never generic marketing terms.

VERIFIED

Evidence directly supports the specific claim

PARTIAL

Some components demonstrated; full claim unsupported

PROTOTYPE

Working implementation exists but production capability not established

LOCAL ONLY

Demonstrated locally; deployment not established

SPECIFICATION

Design exists without implementation evidence

RESEARCH

Hypothesis, framework, or study

NOT YET TESTED

No evidence gathered for this claim

SUPERSEDED

Replaced by newer evidence or approach

Never use generic:

"secure""military-grade""unhackable""guaranteed"

unless a narrowly defined external standard genuinely supports it.