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Bad Alchemy: Turning Estimates Into Fraud

Client Alert | less than 1 min read | 02.08.06

Building on comments at the Nash & Cibinic Roundtable, David Bodenheimer challenges the oxymoronic trend of government agencies and qui tam whistleblowers to assert defective pricing or false claims based upon second-guessing poor estimates. In his article "'False' or 'Inaccurate' Estimates" published in the December 2005 Briefing Paper (http://www.crowell.com/pdf/Expertise/GovtContracts/BriefingPapers_Bodenheimer.pdf), he explains that estimating -- due to its inherently risky and predictive nature -- requires judgmental forecasts long recognized as appropriate by government pricing guidelines and not suitable for defective pricing and fraud suits complaining about bad estimates of future events.

Insights

Client Alert | 4 min read | 12.08.25

California’s AB 2013 Requires Generative AI Data Disclosure by January 1, 2026

California continues its blistering pace in enacting artificial intelligence regulations. In 2024 alone, California enacted 18 AI-related bills seeking to regulate AI tools and increase transparency around AI data disclosure....