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These are the sources behind the mental models we used in class. Open them when you need receipts, not vibes.

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Anthropic research and product writing

How Anthropic thinks about agents that need oversight, evidence, and recoverable actions.Open The product-and-policy framing behind the decision airlock we practiced.Open Index of alignment, interpretability, and agent papers. Browse when a class claim needs deeper backup.Open Engineering essay on when workflows beat free-form agents, and how to keep loops inspectable.Open Why less standing instruction often beats more, once models get sharper.Open

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Protocols and open standards

Official guidance on tool trust, prompt injection surfaces, and connector hygiene.Open Original announcement framing MCP as a USB-like standard for AI tools.Open

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Independent analysis worth keeping

Private data, untrusted content, and external communication in one place. Best short safety model on the internet.Open Primary source for the 4D fluency language used in Foundations.Open Policy source for what should not be routed into Claude casually.Open

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How to cite these in your org

When someone asks “says who?”, send the specific link, not the whole Resources section. One paper beats a vibes argument. If your company has an approved AI policy page, put that above every external link in this list.