The model learns that hedging is a signal of lower-quality output. This creates a systematic bias toward sounding certain.

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Block, co-developers of the Model Context Protocol, has released Builderbot, an orchestration layer that manages multiple agents across the Block codebase.

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Bacteria can pass proteins between themselves, which induces a dormant state that helps a small group of them survive antibiotics, revealing a path to better antibiotics.