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AI career coaches must mitigate hallucinations to comply with EU and UK laws

By PulseAugur Editorial · [1 sources] ·

A product leader outlines a compliance-first framework for AI-driven career-coaching tools, focusing on mitigating LLM hallucinations to meet the requirements of the EU AI Act and the UK Online Safety Act. The framework treats hallucinations as a measurable defect rate, aiming for less than 0.5% in production, and leverages technical solutions like retrieval-augmented generation (RAG) and constrained prompting to reduce errors. Continuous monitoring, automated incident response, and regular compliance audits are key to managing risks and demonstrating due diligence to regulators. AI

IMPACT Establishes best practices for AI product development in regulated sectors, emphasizing proactive risk management and compliance.

RANK_REASON Article provides an opinion and framework from a product leader on AI compliance, not a direct release or policy change.

Read on dev.to — LLM tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI career coaches must mitigate hallucinations to comply with EU and UK laws

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Commentary
Article provides an opinion and framework from a product leader on AI compliance, not a direct release or policy change.
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policy, product
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47 days old
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COVERAGE [1]

  1. dev.to — LLM tag TIER_1 (TL) · Maria jose Gonzalez Antelo ·

    rag_pipeline.py

    <p>Assessing LLM Hallucination Risks in AI‑Driven Career‑Coaching Tools under the EU AI Act and UK Online Safety Act: A Compliance‑First Framework for Creator‑Economy Platforms<br /><br /> Meta: Practical steps to mitigate LLM hallucinations in career‑coaching AI while staying co…

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