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    <title>Human in the Loop on k4i.com</title>
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      <title>Turing Frontier and the Human-in-the-Loop Layer</title>
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      <description>&lt;p&gt;Turing has launched Turing Frontier, a platform that connects AI laboratories with domain experts for evaluation, fine-tuning, and validation work. The product category is modest. The structural position it occupies is not.&lt;/p&gt;&#xA;&lt;p&gt;What Turing Frontier is building is the interface layer between AI systems and the specialized human judgment those systems cannot reliably replicate. This is not a novelty. Every serious AI deployment in high-stakes domains already has a version of this layer — it is just typically ad hoc, expensive to staff, and impossible to scale. Turing is betting it can systematize and productize that function.&lt;/p&gt;</description>
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