
Joanna Goodman
Mar 18, 2026
Joanna Goodman, a freelance journalist and author who has tracked AI in the legal world since before generative models arrived. She recalls writing Robots in Law, contrasts early predictions with today’s advances, and explores separating hype from reality. Conversations cover hallucinations in generative AI, data hygiene, build versus buy decisions, and the real challenges of adopting new tech in legal firms.
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Early Book Born From Hands On Reporting
- Joanna Goodman wrote Robots in Law in 2016 after early demos convinced her legal AI would matter.
- She used Twitter to find startups like Luminance and visited them the next morning, showing early hands-on reporting.
Legal Tech Echo Chamber Skews Perception
- Joanna Goodman says legal AI hype is amplified by an echo chamber of self-styled experts and repetitive event panels.
- She vets events by agendas and speaker lists and avoids panels of the same LinkedIn experts to escape reheated claims.
Hallucination Is A Feature You Must Manage
- Joanna frames hallucination as a built-in feature of generative AI that must be managed, not a simple bug to eliminate.
- She verifies outputs (phone calls, cross-checks) because models draw from imperfect internet training data and can invent plausible but false facts.


