Fahim Shahriyer
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Notes

Notes from the field.

Field notes on product, process, and the places where law and software disagree.

  1. No. 002·2026-04-08

    The cost of a hallucinated citation

    When a lawyer cites a case that doesn't exist, the model isn't the one who loses the client.

    • ai
    • legaltech
    • reliability
    4 min→
  2. No. 001·2026-04-05

    Why we optimize for removal, not detection

    A detection rate is a vanity metric when the real goal is a comment that's no longer there.

    • product metrics
    • civic tech
    • public interest
    3 min→

Fahim Shahriyer

ai/ml tech lead · founding ai engineer

Berlin© 2026

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