Contrary to the popular narrative, a major lender, Blackstone's head of private credit, publicly attributed Medallia's underperformance to "execution-driven issues." This was supported by reports of salespeople hitting only 20% of their quotas, highlighting that basic business fundamentals remain critical amid technological shifts.
Despite being fierce competitors, major AI labs work together behind the scenes. They share intelligence on suspicious API usage from shell companies to identify and thwart large-scale, coordinated distillation attacks from foreign adversaries, which might otherwise go undetected by a single lab.
Medallia's failure wasn't just AI disruption. It was a perfect storm of a $6.4B private equity buyout loaded with floating-rate debt, rising interest rates that ballooned payments, and poor internal sales execution. The AI threat simply accelerated an already precarious situation.
Bob Iger's return to Thrive Capital exemplifies a growing trend of retired titan CEOs from major corporations entering venture capital. These figures bring deep operational experience and unparalleled networks, offering a distinct advantage and a new model for VC firm value-add beyond just providing capital.
The GPT-5.5 announcement emphasizes its role in "powering agents built to understand complex goals, use tools, check its work and carry more tasks through to completion." This signals a strategic shift from merely improving conversational AI to building autonomous systems that can execute complex, multi-step workflows.
Years before the Transformer architecture became dominant, Wired founder Kevin Kelly's book predicted "cognifying"—making everything smarter using "cheap, powerful AI that we get from the cloud." This demonstrates how focusing on fundamental technological forces, rather than specific implementations, can lead to remarkably accurate long-term predictions.