In plain English
This page provides local browser worksheets. They help plan reviews; they are not formal safety certifications.
- Why this matters: AI risk can come from the whole arrangement, not one obvious model.
- What to look for: data, memory, routes, adapters, tools, evaluators, updates, and rollback paths.
- Technical version below: the expert terminology remains available and is linked through the glossary.
Risk Lab
Risk Lab
These worksheets help reviewers inspect the system between the models. They do not send entered data to a server, do not certify safety, and do not replace human review.
Choose the review surface
Open a focused worksheet, or continue to the full console below.
Distributed persistence conditions: composition-only expression, memory residue, evaluator pressure, route amplification, and rollback gaps.
Open worksheet →worksheetTransition graph dangerInventory the carriers and transitions that can preserve behavior across model, adapter, memory, route, and evaluator changes.
Open worksheet →worksheetAction boundary reviewSeparate odd output from material harm by checking tool calls, file writes, permissions, credentials, and external side effects.
Open worksheet →worksheetObservability and replayCheck whether an episode can be reconstructed from prompts, routes, retrieval, memory, tool calls, and evaluator decisions.
Open worksheet →worksheetSynthetic feedback reviewLook for recursive data loops, unlabeled synthetic material, lost rare cases, and diversity collapse.
Open worksheet →worksheetRetirement completenessTest whether a retired behavior still survives in descendants, aliases, memory, synthetic examples, or stale permissions.
Open worksheet →worksheetModelBreeder risk reviewTranslate controlled-evolution mechanics into candidate-swarm, evaluator, novelty, speciation, lineage, edge-state, and dashboard risks.
Open worksheet →worksheetDecentralized persistence reviewCheck local runtimes, adapters, vector stores, handoff packets, consent boundaries, reset evidence, and behavioral extinction proof.
Open worksheet →Evidence decays when the evaluated state stops being the deployed state.
The worksheet logic is visualized as an evidence half-life: every material change pushes some previous claim from current, to review-needed, to stale, to unknown.
Full worksheet console
All tools on this page run in the browser. Entered data is not sent to a server by this implementation. The tools are planning worksheets, not certification methods.
Most Likely Threat Review
Planning worksheet only. It checks conditions for distributed behavior persistence; it does not calculate probability or certify safety.
Transition Graph Danger Review
Planning worksheet only. It checks whether the reviewed system includes the carriers, transitions, reservoirs, action boundaries, traces, and rollback dependencies that can preserve behavior.
Action Boundary and Conduct Firewall Checklist
Planning worksheet only. It checks whether consequential actions are gated outside the model's prompt and memory state.
Observability and Replay Coverage
Planning worksheet only. It checks whether traces are complete enough to reconstruct a decision path while preserving privacy boundaries.
Synthetic Feedback and Collapse Review
Planning worksheet only. It does not claim that all synthetic data is unsafe; it checks unmanaged recursion and diversity loss.
Promotion Rule Pressure Audit
Planning worksheet only. It asks what the system rewards, preserves, routes, and promotes.
Retirement Completeness and Zombie Behavior Review
Planning worksheet only. It checks whether a retired behavior still has active persistence paths.
Site Discovery Readiness Checklist
Planning worksheet only. It does not certify readiness, guarantee indexing or rankings, or validate production security.
Multi-LoRA Apex Threat Envelope
Qualitative worksheet only. It does not calculate real-world probability and does not provide replication instructions.
UAI File Handoff Memory Coverage
Planning worksheet only. It checks whether source intake has been copied, summarized, dispositioned, hashed, and reflected in .uai memory.
Composition Explosion Calculator
Formula: base models × (adapter versions + 1)optional adapters × router policies × prompt policies × memory states × tool profiles × evaluator versions × inference configurations. Not every mathematical combination is operationally valid.
Assurance Decay Worksheet
Planning worksheet only. It is not a formal certification method.
Behavioral Persistence Explorer
This simulates plausible persistence paths. It does not calculate real-world probability.
Ecological Rollback Planner
Evaluator Independence Checklist
Responsibility Diffusion Mapper
Enter an accountable owner for each role. Gaps indicate responsibility diffusion.
These tools are deliberately conservative. They expose where ordinary review language becomes imprecise: a "tested model" may actually mean one base model, one adapter stack, one router version, one memory snapshotA saved state of what the AI system remembers. Open glossary definition, one permission profile, and one evaluator release. Changing any of those pieces can change what the prior evidence means.
The outputs are not risk scores. They are prompts for engineering review, release gates, and incident-preparedness conversations. Use them to identify missing manifests, stale assuranceConfidence, backed by evidence, that a system meets safety or governance requirements. Open glossary definition, persistence reservoirs, rollback dependencies, evaluator coupling, and accountability gaps before a deployment decision is treated as routine.
Apex-threat worksheet
The Multi-LoRA Apex Threat EnvelopeA proposed Cognivirus review category for systems where adapter reproduction, dynamic composition, persistent memory, adaptive routing, evaluator selection, and incomplete rollback reinforce one another. Open glossary definition worksheet is deliberately qualitative. It asks which reinforcing conditions are present: automated candidate generation, dynamic adapter composition, evaluator coupling, synthetic-data feedback, persistent memory, adaptive routing, tool permissions, incomplete rollback, and unknown lineage. Its result is not a certification score. It is a triage prompt for deciding whether ordinary component review is inadequate.
UAI File Handoff Memory Coverage
This worksheet checks whether active source intake has been preserved, summarized, dispositioned, hashed, and reflected in .uai hot and long-term memory. It is a planning tool, not a UAIX certification result.
publication-integrity readiness
The Site Discovery Readiness Checklist reviews discovery files, metadata, manifests, source integrity, structured-data parity, and no-opThe decision not to change the system. Open glossary definition behavior.
Most likely threat review
The Most Likely Threat Review Worksheet checks whether distributed behavior persistence conditions are present: composition-only expression, memory residue, evaluatorA system that judges whether an AI output or candidate is acceptable. Open glossary definition pressure, router amplification, descendant inheritance, incomplete rollback, and human workflow capture.
v1.15 danger-model worksheets
- Transition Graph Danger Review
- Action Boundary and Conduct Firewall Checklist
- Observability and Replay Coverage Worksheet
- Synthetic Feedback and Collapse Review
- Promotion Rule Pressure Audit
- Retirement Completeness and Zombie Behavior Review
v1.21.9 dashboard review worksheet
v1.22.1 decentralized persistence worksheet
- Decentralized Persistence Review — local runtime, adapters, vector stores, handoff packets, consent, reset, rollback, and behavioral extinction evidenceEvidence that a behavior is no longer expressible across active artifacts, descendants, memory, routes, compositions, retained training material, and local state. Open glossary definition. This is a worksheet, not certification.
v1.22.0 ModelBreeder risk-side worksheet
- ModelBreeder Risk Review Worksheet — review model populations, fitness vectors, novelty, dashboards, edge runtime, no-op authority, and rollbackReturning a system to an earlier known state. Open glossary definition state from the risk side.