What it is
A capability-aware profile
SafeAGI maps validated capability and deployment conditions to the required enforcement posture across the relevant SafeWave components.
SafeAGI · core enforcement substrate
Tighten Enforcement as Capability, Autonomy, and Consequence Increase
SafeAGI is SafeWave’s capability-aware enforcement profile for advanced AI systems. It defines the required enforcement posture as validated capability and deployment conditions change. The relevant SafeWave components provide the actual control mechanisms.
SafeAGI does not wait for a universally agreed AGI threshold. It applies stronger boundaries when validated system characteristics and deployment risks justify them.
Capability-aware
Risk-proportionate
Architecture-wide
Evidence-triggered
Optional deeper anchoring
What it uses
The existing SafeWave architecture
It relies on the relevant containment layers, protocols, and core substrates rather than inventing a separate AGI control plane.
What it avoids
A speculative threshold trigger
Activation should depend on validated deployment evidence and approved risk criteria—not on whether a system has been labelled AGI.
Engineering status
This profile is backed by detailed, implementation-ready engineering
SafeWave has already completed the foundational systems engineering needed to translate capability-sensitive boundary tightening into defined control behavior. The underlying specifications establish how validated capability and deployment evidence determines the required operating envelope, enforcement posture, degraded-state behavior, restoration requirements, evidence expectations, and implementation depth across the relevant System Containment Layers, Protocol Enforcement Layers, and Core Enforcement Substrates.
An implementation partner would not be starting from a conceptual framework or a blank sheet. The underlying control architecture and engineering specifications are already developed. Customer deployments would still require system-specific implementation, integration, validation, adaptation, and testing for the applicable capability thresholds, control boundaries, infrastructure, devices, authority environment, and assurance requirements.
1. Why a capability-aware profile exists
The same control setting should not apply to every level of autonomy
A supervised assistant, a persistent enterprise agent, a multi-agent platform, an autonomous financial system, and a physically embodied system do not create the same control requirements. As authority and consequence increase, ordinary operating limits may no longer provide sufficient assurance.
SafeAGI exists to make that change explicit. It provides a structured way to define narrower operating envelopes, more restrictive enforcement posture, more conservative degraded behavior, stronger restoration requirements, and deeper implementation anchoring when validated capability and deployment conditions justify them.
SafeAGI is not a prediction about when AGI will arrive. It is a control response to validated changes in capability, autonomy, persistence, planning horizon, tool access, distributed coordination, optimization pressure, strategic leverage, and relevant deployment conditions.
2. SafeAGI’s place in the current architecture
A core enforcement substrate that works across the broader control system
SafeAGI is one of SafeWave’s 25 Core Enforcement Substrates. Its role is unusual because it does not replace the other substrates. It changes the required enforcement posture across the risk-matched subset of SafeWave controls relevant to the deployment.
Containment layers remain separate
The four System Containment Layers retain their own canonical governed objects, trigger conditions, mechanisms, and outputs. SafeAGI does not redefine them.
Protocols remain separate
The five Protocol Enforcement Layers retain their own canonical governed objects, trigger conditions, mechanisms, and outputs. SafeAGI does not collapse them into one AGI protocol.
Other substrates remain separate
The other Core Enforcement Substrates retain responsibility for their own canonical controls. SafeAGI changes required posture without absorbing their logic.
SafeAGI defines that stronger assurance is required. The relevant SafeWave components provide the specific control mechanisms.
3. What can justify tighter enforcement
Profile changes should follow validated deployment evidence
Autonomy
Less direct supervision
The system plans, delegates, acts, or recovers with fewer timely opportunities for human review.
Persistence
Longer planning and continuity
Planning horizon, persistent state, goals, tasks, or background activity extend across sessions or longer periods.
Tool access
Greater operational reach
The system can invoke tools, services, devices, data sources, infrastructure, or external actions with broader consequence.
Coordination
Distributed operation
Multiple agents, services, devices, providers, or infrastructure elements coordinate at machine speed.
Optimization
Strategic leverage
Optimization pressure, strategic planning, or leverage over people, institutions, resources, or systems increases.
These are not universal AGI tests. Consequence, authority environment, recoverability, and other deployment conditions help determine the assurance required. Each deployment needs validated evidence sources, evaluation methods, thresholds, ownership, acceptance criteria, and review procedures appropriate to its operating environment.
4. What changes when the profile tightens
Enforcement becomes narrower, more conservative, and more evidence-dependent
1
Set the required posture
Translate validated capability and deployment evidence into the assurance and control posture required for the system.
2
Strengthen matched controls
Require the canonically matched components to apply narrower limits, stronger gates, or more restrictive operating conditions.
3
Constrain degraded behavior
Require the applicable components to restrict operation as evidence, stability, authority, connectivity, or control integrity degrades.
4
Raise restoration evidence
Require approved evidence, authority, state integrity, and readiness before restoration or boundary widening.
5
Deepen anchoring where justified
Require selected controls to receive stronger protection from bypass, weakening, downgrade, or unauthorized restoration.
The profile should not silently relax itself. Any widening of authority or reduction in assurance should require an explicit, authorized, and reviewable change process.
5. What SafeAGI does not do
Clear boundaries prevent the profile from becoming a catch-all
It does not determine whether a system is truly AGI
SafeAGI is not a universal intelligence test, benchmark, certification, or philosophical definition.
It does not define human values or constitutional authority
Human institutions remain responsible for legitimate purpose, non-delegable authority, policy, law, ethics, and accountability.
It does not replace the other SafeWave components
SafeAGI does not replace the canonical control logic of any other SafeWave component.
It is not a special AGI chip
SafeAGI defines the required posture. The resulting controls may be implemented through software, runtime, infrastructure, firmware, hardware, controller-, accelerator-, or silicon-aligned mechanisms according to the assurance required.
6. Deployment model
Use the implementation depth required by the assurance boundary
SafeAGI is implementation-depth neutral. Some deployments may be adequately governed through software, runtime, or infrastructure mechanisms. Others may require firmware-, hardware-, controller-, accelerator-, or silicon-aligned mechanisms from the beginning because consequence, assurance, and required non-bypassability justify that depth.
SafeAGI defines the required posture. The canonically matched components supply the mechanisms, and the chosen implementation depth must be validated for the system’s actual operating conditions.
The SafeAGI principle
As capability and consequence rise, the burden of proof should rise—and the permitted execution envelope should not widen by default.
7. Evidence and review
A profile is only credible when its activation and changes can be examined
Capability evidence
Document the validated system characteristics, operating conditions, and consequence pathways that justify the profile level.
Control evidence
Show which boundaries were tightened, which SafeWave components enforce them, and how degraded and recovery behavior were tested.
Change evidence
Record who authorized profile changes, what evidence supported them, and whether any authority or assurance boundary was widened.
SafeAGI does not certify the truth of the underlying capability evidence, invent universal thresholds, independently select a deployment, or grant approval. Evaluation methods, evidence sources, thresholds, acceptance criteria, ownership, and authorization rules must be supplied, validated, or configured for the deployment.
Continue from the profile concept into implementation detail
The SafeAGI definition provides the canonical component boundary. The technical appendix develops the engineering model for higher-autonomy deployments. The SafeWave questionnaire can be completed privately in the browser without naming an organization, model, or system. A submitted questionnaire can produce a private, system-specific report at no cost and with no obligation.
The assessment identifies potential control gaps and implementation pathways. It does not independently certify deployment safety, replace domain assurance, or grant organizational, legal, regulatory, or operational approval.
Questions or technical discussion
SafeWave welcomes direct technical discussion with organizations evaluating capability-aware enforcement, profile activation, degraded-state behavior, restoration requirements, or higher-assurance anchoring.