Harvey's Margin Whiplash, Human Powered Agents, McLaren Rebrand, Insects > Humans? | Ben Thompson, Gagan Biyani, Alex Ratner, Peter Kalogiannis, Daniel Petkevich

The rapid proliferation of AI agents is fundamentally reshaping commerce, professional services, and personal productivity. Harvey’s recent financial recovery demonstrates the volatility of AI-driven business models, while the intensifying competition between Amazon, Meta’s Muse, and Shopify’s ShopPay highlights a critical battle for value capture in real-world fulfillment. Beyond digital tasks, the integration of AI into physical workflows—ranging from home inventory management to automated mail processing—signals a shift toward agents that bridge the gap between software and the physical world. While productivity remains a primary objective, the most immediate utility lies in automating tedious, high-friction tasks. As specialized data becomes the primary bottleneck for model improvement, the focus shifts from raw volume to precision, ensuring that agents can effectively navigate complex, real-world environments and deliver tangible, time-saving outcomes for consumers and businesses alike.