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Standard XAI methods fail to capture the hierarchical, precedent-driven nature of legal reasoning. This piece proposes a hybrid XAI design combining formal argumentation and LLM-generated narratives to produce legally defensible explanations.
'Governments worldwide are rewriting AI rules to balance safety and innovation, with major implications for companies and citizens.'
'For banks and insurers in 2025, prefer SLMs for latency-sensitive extraction and internal workflows and reserve LLMs for long-context synthesis and complex multi-step reasoning; governance and NIST-aligned controls are mandatory.'
Recent studies reveal high rates of AI hallucinations across industries, posing significant risks for enterprises. Leaders must implement transparent and accountable AI governance to mitigate these challenges.
Most organizations struggle to scale Generative AI projects due to weak data governance. Strong data foundations and accountability are key to unlocking GenAI's true potential.