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Research

What holds up to scrutiny.

Independent research on AI, liability, and professional accountability in the built environment. Source-graded, published in full, and honest about what the evidence does not establish.

  1. The 2026 E&O Shift

    AI is being written into — and out of — the policies that stand behind stamped engineering and design work.

    Marcin Kasiak, PhD, PMP, PE · AECO.digital~11 minRead →