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

The Yankees inserted Anthony Volpe at shortstop, then shifted José Caballero to second base for the remainder of the game.

The loop takes agentic AI a step further, by authorizing a swarm of agents to work continuously in the background, endlessly.

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