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#ai change management


  1. AI Readiness Assessment Results

    Microsoft's AI Readiness Assessment is the one many people find first, so I completed it in as a composite of the firms I've spent the last few months talking to. It came back 2 out of 5. The vision is there, but the execution is often lacking, with some very obvious knowledge gaps.

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  2. Why AI Adoption In Law Firms isn’t Going Well

    AI adoption is a real challenge among law firms and for good reason. Billable hour targets can punish AI efficiency; many tools don’t suit existing workflows and hallucinations are toxic in a risk-averse profession.

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  3. The AI Hallucination Problem

    While AI hallucination rates have improved, they remain a significant risk for professionals in regulated sectors where verification is often undermined by human cognitive bias. Relying on "check your work" instructions is insufficient, as passive review fails to catch sophisticated errors. Robust solutions require an adversarial, automated verification process combined with expert human judgement to ensure accuracy.

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