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Industry · Legal

Legal

Paralegal clones, deposition prep avatars, and judge-style outcome simulators are quietly remaking practice economics.

State of the field

Cautious early adoption. Bar associations have begun issuing guidance on clone disclosure to clients and courts.

Use cases

Paralegal clones

Clones of senior paralegals handle discovery sorting, document review, and first-draft memoranda at a fraction of human cost.

Deposition prep avatars

Avatars trained on opposing counsel's public record give associates realistic practice rounds.

Outcome simulators

Models of specific judges and panels generate probability-weighted outcome ranges for settlement decisions.

Watch outs

  • !Client disclosure of clone use is increasingly expected.
  • !Outcome simulators based on a real judge raise propriety questions.
  • !Privilege rules around clone-generated work product are unsettled.