# The Presumption of Innocence - Episode 76 Page: https://stenobird.com/podcast/fox-rothschild-the-presumption-of-innocence-7819162/the-presumption-of-innocence-episode-76 Text version: https://stenobird.com/podcast/fox-rothschild-the-presumption-of-innocence-7819162/the-presumption-of-innocence-episode-76.md Podcast: [Fox Rothschild: The Presumption of Innocence](https://stenobird.com/podcast/fox-rothschild-the-presumption-of-innocence-7819162) Published: 2026-01-13T17:43:00+00:00 Episode link: https://www.foxrothschild.com/publications/the-presumption-of-innocence-podcast-series Audio file: https://episodes.captivate.fm/episode/abeb9c3b-5116-4f80-a5b0-e173b0fdda0c.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/fox-rothschild-the-presumption-of-innocence-7819162/episodes/the-presumption-of-innocence-episode-76 Duration seconds: 2336 ## Resource Episode 76 Automation With Expert Oversight: The Future of Forensic Accounting Dive into how technology is transforming forensic accounting, and why expert review remains an essential safeguard against blind reliance on automation. Chris Ekimoff, an investigations leader at Withum who works at the intersection of financial investigations, technology and risk management, joins host Matt Adams to unpack the benefits and limitations of technology. In their conversation, Chris draws parallels between AI’s aggregation and analysis and Excel’s ability to correctly add up numbers and columns, and explains why the input of a human expert — with their skills, knowledge, education, experience and training — remains critical to explaining the outputs of both technologies, particularly in the courtroom. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/fox-rothschild-the-presumption-of-innocence-7819162/episodes/the-presumption-of-innocence-episode-76/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/fox-rothschild-the-presumption-of-innocence-7819162/the-presumption-of-innocence-episode-76.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.