How Anthropic contains Claude's expanding access across its products
By
@AnthropicAI
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Summary
Anthropic describes how it has evolved its approach to granting Claude, its AI assistant, increasingly broad access to internal systems over the past year. Initially, the idea of giving Claude enough access to potentially take down internal services was unthinkable, but it has now become routine, boosting developer productivity. The company balances two risk components: the likelihood of failure (reduced through safeguards and model training) and the potential damage (the "blast radius"), which grows as capabilities expand. The article explores the tension between enabling powerful AI agents and containing their risks.
Key quotes
· 5 pulledTwelve months ago, we'd have rejected out of hand the idea of granting Claude access sufficient to take down an internal Anthropic service.
Today that level of access is routine, and Anthropic developers are more productive for it.
The risk of these deployments has two components: how likely a failure is, and how much damage one could do.
Progress on safeguards and model training has steadily driven down the first; the second—the theoretical blast radius—only grows as capabilities and access expand.
Yet as agents become capable of doing work that once required a person or even a team, the cost
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