7. From Evaluation to Guardrails: What We Brought to ACM FAccT 2026 (blog.mozilla.ai)

At ACM FAccT, we demonstrated why AI guardrails need the same scrutiny as models. Moving from static policies to context- and language-specific evaluations, our hands-on session proved that agentic guardrails equipped with tools like web search are vital for reliable, real-world deployment.

16. Cookware Got Worse on Purpose (www.worseonpurpose.com)

One buyout firm quietly collected Pyrex, Corelle, Instant Pot, and Oneida. Farberware is a name on a 200-year lease. And the pans still worth buying.

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