June 13, 2025
This article first appeared on Law360 on June 12, 2025.
As AI and machine learning tools become more common in expert workflows, courts are increasingly scrutinizing their use under Federal Rule of Evidence 702. In The Risks and a Path Forward for AI and Machine Learning Tools in Expert Testimony, we examine recent cases where AI-assisted opinions were excluded due to concerns about reliability, transparency, and expert understanding.
Published in Law360, the article draws parallels to the courtroom journey of statistical tools like SAS and Stata, once novel and now widely accepted thanks to transparent methods and qualified expert use. This evolution offers a roadmap for how AI and ML might achieve similar acceptance.
Key recommendations include:
Used responsibly, AI tools can support expert testimony but only if they meet the same standards of reliability and transparency that courts expect from established methodologies.
Taking The Right Approach in Asset Searching and Recovery in 2025
The tension among regulators between the push for increased transparency and the need to protect individual privacy is always apparent in asset searching exercises. This tension is a global phenomenon, central to the ongoing debate surrounding registering beneficial ownership information.
Marking 135 Years of the Sherman Antitrust Act
Today, Secretariat marks the 135th anniversary of the Sherman Antitrust Act, enacted by the 51st U.S. Congress and signed into law by President Benjamin Harrison on July 2, 1890. The Act was the first comprehensive federal legislation to promote competition, criminalize monopolistic behavior, and empower courts to uphold economic efficiency as a public good.
Highlights and Takeaways from CBV CONNECT 2025
At the CBV CONNECT 2025 Conference in Toronto, we had the privilege of presenting multiple panels, engaging with fellow business valuation professionals, and exploring the latest developments shaping the future of the industry. We’ve compiled key takeaways from our time at CONNECT 2025 below, highlighting critical insights from our speaking engagements and the emerging trends we’re watching in the world of business valuation.