Articles tagged “Production AI”
4 articles in the library
#Production AI
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6 min readGuideMay 31, 2026
Hallucination Detection: Techniques That Actually Work
A 2026 guide to LLM hallucination detection — grounding verification, self-consistency, classifier-based detection, and how to stack techniques in production.
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4 min readGuideMay 31, 2026
Pin Your Models: A Survival Guide for Unstable AI Defaults in Production
Why "default" model aliases are dangerous in production, how to pin AI model versions safely, and what to do when a vendor deprecates yours.
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6 min readGuideMay 16, 2026
Mitigating AI Bias in Production Systems
A practical 2026 guide to mitigating AI bias in production — slice evals, counterfactual testing, mitigation techniques that work, and the limits of the field.
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4 min readGuideMay 9, 2026
LLM Jailbreak Prevention: A Practical Guide for 2026
How to defend production LLM applications against jailbreak attacks in 2026 — layered defenses, red teaming, and trade-offs.
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