Extensive diligence on a seed-stage company's market or product is often wasted effort. The majority of successful seed investments pivot to a completely different business model, making the founding team's quality and resilience the most crucial factor to evaluate.

The ideal founder profile for vertical software has shifted. Previously, VCs backed deep domain experts from a specific industry. Now, with the rapid pace of AI model development, the advantage goes to scrappy, high-hustle teams whose ability to quickly productize the latest AI advancements is more valuable than static industry experience.

Many failed ventures come from founders who either understand an industry but can't build, or can build but don't understand its nuances. True disruption happens at the intersection of these two archetypes, as embodied by the founding team.

While domain experts are great at creating incremental improvements, true exponential disruption often comes from founders outside an industry. Their fresh perspective allows them to challenge core assumptions and apply learnings from other fields.

While product and market are crucial, the most important factor in an early-stage bet is the founder. This is because most startups pivot significantly. A resilient, adaptable founder who can execute through change is more valuable than a perfect initial idea, leading to the ranking: Founder > Market > Product.

Lip-Bu Tan states that 90% of his portfolio companies change their business plan mid-journey due to market shifts. Because of this inevitability, he prioritizes investing in adaptable, open-minded entrepreneurial *teams* rather than lone visionaries, as a cohesive group is better equipped to navigate pivots.

The ideal founder profile for AI startups is shifting. Previously, deep domain expertise was paramount. Now, the winning archetype is a scrappy, fast-moving team that can keep pace with rapid model development and quickly productize the latest advancements, outpacing slower, more established experts in their respective fields.

Bolt's philosophy of hiring entrepreneurial 'smart generalists' was key to its resilience and ability to pivot. When the company needed to shift focus from ride-hailing to food delivery overnight during COVID, its adaptable talent pool was a critical asset. An organization of specialists would have been unable to make such a drastic change so quickly.

Hired managers optimize existing models, but founders are willing to reinvent the business entirely. During disruptive eras, like the current AI shift, founders are more likely to make the bold, necessary pivots to survive and thrive, while professional CEOs will be too conservative.