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The Evolution of Fine-Tuning: From Retraining Everything to Rewarding Correctness

 Towards AI

Last month I had a model, a dataset, and a GPU already warm. The old reflex said fine-tune. I didn’t. I sat there and asked whether… Continue reading on Towards AI

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The $80,000 Hallucination: Why RAG Fails at Healthcare Eligibility Verification

 Towards AI

Reading comprehension is not transactional verification. When an autonomous intake bot checks a static PDF brochure instead of querying live clearinghouse rails, a routine outpatient surgery becomes ...

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OAuth 2.0 Token Exchange — Laying the Foundation for AI Agent Authorization

 Towards AI

Background In a previous article, I walked through the three most common OAuth 2.0 grant flows: Authorization Code Flow, PKCE Flow, and Device Flow. We looked at which scenarios and application types...

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