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    <title>Open-Weight AI on Cognaptus</title>
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      <title>Stop at 30k: How Hermes 4 Turns Long Chains of Thought into Shorter Time‑to‑Value</title>
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      <description>Hermes 4 shows that reasoning models need operational controls around data, stopping behaviour, evaluation, and refusal policy—not just larger thinking budgets.</description>
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