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Gray Swan

Active behavior assessment and runtime enforcement for AI agents, built on adversarial red teaming research.

Observability tool by Gray Swan AI

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About

Gray Swan sells two products for AI systems. SHADE runs LLM-based adversarial agents to assess how models and agents misbehave, and CYGNAL classifies and blocks adversarial inputs and unsafe agent outputs at runtime. The site says its attacks are drawn from arena competitions with more than 15,000 adversarial researchers.

Use cases: security-scanning

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Fact sheet

Category
Red teaming

Facts read from the vendor's own pages by claude-haiku-5-5 on Oct 24, 2026; a fact is shown only with the page it came from.

Details

License
License unknown
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Website

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Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

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50+
launches shipped
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500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

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Gray Swan. Agent Mart. https://agentmart.dev/observability/gray-swan (last updated 2026-10-24)