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Humane — agentic threat model

8.6AIVSS 8.6 · High

Humane operates as a highly personal, closed-source assistant with access to sensitive user context, presenting elevated privacy and data exfiltration risks despite limited autonomous execution capabilities.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 7.5AARS uplift 1.07Factor sum 4.3/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.40
Goal-Driven Planning
0.30
Self-Modification
0.10
Dynamic Tool Use
0.50
Persistent Memory
0.60
Contextual Awareness
0.70
Dynamic Identity
0.40
Multi-Agent Interactions
0.10
Non-Determinism
0.50
Opacity & Reflexivity
0.70

Scored with the canonical OWASP AIVSS formula (AIVSS calculator reference); agentic risk factors estimated from the agent’s described capabilities.

MAESTRO 7-layer threat model

Per-layer threats for this agent. Layers tagged “not certain from listing” are general, caveated commentary where the public description didn’t pin that layer.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — likely relies on proprietary foundation models optimized for natural language interaction, vulnerable to prompt injection and alignment issues.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — likely processes highly sensitive personal data, voice inputs, and contextual history, raising risks of data exfiltration and privacy leaks.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — orchestrates personal assistant tasks; insecure tool integration could lead to unauthorized actions like sending messages or accessing accounts.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — operates on proprietary hardware and cloud infrastructure, exposing APIs to potential unauthorized access or device-level tampering.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — observability and guardrail mechanisms are undisclosed, creating blind spots in detecting anomalous agent behavior.

L6 · Security & Compliance (cross-cutting)⚠ not certain from listing

Not certain from the listing — closed-source nature prevents verification of security controls, compliance standards, or user data protection policies.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — ecosystem integrations with third-party services present risks of unauthorized data sharing or cascading API failures.

MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).

These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology. Are you the vendor? Factual corrections are free.