Emil Michael, the Silicon Valley exec turned Trump official leading the war against Anthropic, has deep ties to the tech world

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Trained — weights learned from data by any training algorithm (SGD, Adam, evolutionary search, etc.). The algorithm must be generic — it should work with any model and dataset, not just this specific problem. This encourages creative ideas around data format, tokenization, curriculum learning, and architecture search.

Racism and 'poor' staff relationships factors in maternity care failings, report finds

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strict (default): Rejects writes when the buffer is full and too many writes are pending. Catches "fire-and-forget" patterns where producers ignore backpressure.

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