The Coalition of the Embarrassed (vincenttauzia817111.substack.com)

The recent commentary titled "The Coalition of the Embarrassed" critiques the prevailing narrative surrounding AI, which portrays an urgent need for businesses to adopt AI technologies or risk obsolescence. The author argues that while there's a lot of focus on the inputs of AI—such as the extensive datasets utilized by companies like Meta and Visa—there's a significant lack of measurable economic outputs. A striking finding from a past MIT study revealed that 95% of generative AI pilot projects fail to yield tangible economic value, indicating that the hype surrounding AI may not translate into productivity gains. However, some companies have successfully leveraged AI to achieve meaningful results. A McKinsey report analyzed 20 successful businesses, finding that they concentrated their AI investments strategically in critical processes rather than diluting their efforts across all departments. These companies achieved an average 20% uplift in EBITDA. Key strategies included embedding AI within their core business operations, maintaining a high proportion of in-house technical talent, and treating data and technology as strategic assets. The commentary emphasizes the importance of human oversight and expertise in AI operations, warning about the potential consequences of compressing junior roles in the workforce while calling for authentic leadership that focuses on measuring real impact over merely following trends.