Interview, Fireside Chat
Qasar Younis, Applied Intuition & Mamoon Hamid, Kleiner Perkins | RAISE Summit 2026
- Applied Intuition targets placing intelligence on a billion machines through end-to-end models compatible with diverse form factors including cars, drones, and agricultural equipment.
- The company anticipates transitioning from its initial platform focus to a direct self-driving business approximately five years post-inception.
- The speaker forecasts the physical AI market will expand significantly to surpass LLMs, driven by industry priorities on truck drivers and real-world operations rather than software agents.
- Commercial technology is expected to lead innovation cycles historically dominated by defense, with the defense segment projected to evolve from a fraction to a multi-hundred million dollar opportunity through dual-use technology.
- Long-term sustainability requires generating revenue rather than relying on capital raises, specifically to withstand aggressive pricing pressures such as those in the Chinese market.
- The "horizontal company" model will currently subsidize operations until vertical applications reach maturity, aiming to replace brittle legacy automation with dynamic, human-intervention-free intelligence.
- The speaker predicts the emergence of giant markets as the physical AI sector matures, contingent on companies securing profitable business models.
- Employees operate on a four-year tenure cycle, with a dedicated future founders program designed to assist departing staff in launching independent ventures and raising capital.
- High-risk exposure exists for competitors spending 80% of compute budgets on research without viable commercial models.
- The organization expects that its culture and employee departures will positively impact the broader ecosystem by correctly prioritizing applied technology with defined end goals.