Below The Mist

  • Defend and Grow: The Accuracy-Value (AV) Matrix for Winning AI Products

    Product leaders and investors in generative AI are grappling with a key question: how should we think about products whose outputs can be highly useful yet occasionally wrong? This article introduces the Accuracy-Value framework to map generative AI products and chart a path to sustainable advantage. The core principle is simple: defend your position while…

    ANNAMALAI

  • Product integration, not benchmark bragging rights, will decide the next wave of AI winners

    While scrolling through LinkedIn the other day, I spotted an executive wearing a striking dive watch. The image was clear enough to pique my curiosity, yet just grainy enough to frustrate my watch-collector instincts. Determined to uncover the model, I turned to three headline-grabbing AI products—Grok 3, Gemini 2.5 Pro, and ChatGPT o3—to see whether…

    ANNAMALAI