New technology paradigms, like the early web (Google) and current AI (OpenAI), are initially led by deeply technical teams. As the underlying infrastructure matures, the advantage shifts to non-technical "product geniuses" (like Pinterest, Snap) who excel at user experience.
Current AI hits like ChatGPT are "single-player" tools. The next breakthrough will be a social, multiplayer experience built on network effects and user-generated content, an area where technically-focused AI labs are culturally weak.
The Custom GPT ecosystem struggles with user adoption because it lacks transparency. By hiding the underlying prompts and source documents, it prevents users from building the trust necessary to rely on a community-built tool, unlike open-source projects.
An investor can gauge a founder's depth by their preparedness. If a VC's questions during a 60-minute pitch reveal strategic holes the founder hasn't already considered, it's a strong negative signal about their level of obsession and foresight.
The AI landscape will likely split. One category will be for "worky," knowledge-based tasks (e.g., ChatGPT), while another will cater to personal life—companionship, wellness, and family management—where a different product and trust model is needed.
The best founders treat their startup not as a job, but as an "affliction"—an unshakable obsession. This deep-seated drive signals to investors the resilience required to overcome the immense challenges of building a company from scratch.
Venture capitalists will leverage AI by meticulously documenting their reasoning for each investment decision in "pre-mortems." This structured data will train personalized models to identify biases, surface blind spots, and cross-examine future decisions against their own track record.
First-generation prompt libraries failed because they weren't integrated into a user's workflow. The winning model won't be a library but a standalone, social AI product that you use *instead* of ChatGPT, with an integrated feed for discovering and applying new techniques.