Jason Calacanis advises against pure freemium for serious tools. His Founder University saw completion rates jump from 20% to over 90% after implementing a refundable deposit. Requiring 'skin in the game' ensures users are committed, value the product, and provide better feedback.

When designing its $1M student guarantee, Founders School rejected a net profit metric. They realized it would create a perverse incentive, discouraging students from reinvesting in growth (hiring, ads) to protect the net number. Using gross profit better aligns incentives with long-term business building.

By promising a tuition refund if students don't earn $1M by graduation, Alpha School shifts the goal from academic metrics to tangible achievement, creating extreme accountability for the institution.

To prevent students from building trivial businesses for markets they know (e.g., school, other teens with no money), the school's first requirement is developing deep expertise in a specific domain. This forces them to find a real competitive advantage before ever building a product.

The Foundry is a high-stakes experiment where 25 individuals are given significant capital (₹4 crore) and a tight 90-day deadline to build a new consumer brand from scratch. This model tests rapid execution under intense pressure with substantial initial funding.

A new high school for entrepreneurs, backed by Nat Friedman, offers a powerful guarantee: students must make $1 million by graduation, or their tuition is fully refunded. This exemplifies an extreme form of incentive alignment in education, designed as a marketing offer that is "stupid to say no to."

The high school's new entrepreneurship program includes a bold guarantee: if a student completes the program and doesn't achieve $1 million in profit by a certain point, their $150,000 annual tuition is refunded. This 'PMF or Die' model aligns the school's incentives directly with the tangible business success of its students.

Before leaving academia, aspiring founders should have honest, non-fundraising conversations with potential investors. This "test drive" provides candid feedback on the idea's fundability, business structure, and necessary milestones, preventing them from launching a company that is misaligned with market expectations.

Sal Khan suggests a radical alternative to higher education: pooling college tuition funds to buy a small business. Instead of a degree, students gain four years of hands-on experience running a company, learning practical skills with the potential to own a profitable asset upon 'graduation.'