Slate — agentic threat model
Slate acts as a high-value target due to its aggregation of sensitive intellectual property, competitor monitoring data, and proprietary research. Its primary risk lies in data exfiltration and RAG-based prompt injection rather than autonomous real-world actions.
OWASP AIVSS score rationale
| Autonomy of Action | 0.30 | |
| Goal-Driven Planning | 0.40 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.50 | |
| Persistent Memory | 0.60 | |
| Contextual Awareness | 0.70 | |
| Dynamic Identity | 0.20 | |
| Multi-Agent Interactions | 0.10 | |
| Non-Determinism | 0.50 | |
| Opacity & Reflexivity | 0.60 |
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.
Not certain from the listing — The specific foundation models powering Slate's synthesis and query answering are undisclosed. Threats include adversarial prompt injection to bypass research constraints or model stealing of the fine-tuned/system prompts.
Slate heavily relies on RAG, consolidating patents, scientific literature, and competitor data. Threats include data poisoning of the knowledge base (e.g., malicious patents or papers designed to mislead the AI) and exfiltration of proprietary research queries.
Not certain from the listing — The orchestration framework is unspecified. Potential threats include insecure tool integration with external patent/literature APIs and memory poisoning within the user's persistent research workspace.
Not certain from the listing — The hosting and deployment infrastructure details are not provided. Standard cloud hosting threats apply, including unauthorized access to the centralized research databases.
Not certain from the listing — No evaluation or observability guardrails are mentioned. There is a risk of hallucinated research findings or biased competitor monitoring without robust verification mechanisms.
Not certain from the listing — No specific compliance certifications (such as SOC2 or ISO 27001) or identity governance controls are detailed, which is critical given the sensitivity of corporate R&D data.
Not certain from the listing — Slate appears to operate as a single-agent assistant; multi-agent ecosystem risks are minimal unless integrated into broader enterprise workflows.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).