Privilege and confidentiality: Evaluate whether your AI tool and your workflow can support a privilege claim, using the five-factor framework emerging from Heppner and Warner, two 2026 cases with opposite outcomes decided one week apart.
Hallucinations and accuracy: Learn when and why AI produces unreliable output, how to structure your instructions to reduce the risk, and what a verification checklist looks like in practice.
Quality control and supervision: Use AI to audit its own legal analysis in a hands-on exercise. Cover automation bias, why verification degrades as trust builds, and what your supervision obligations require.