Partnering With Flapping Airplanes

· ai · Source ↗

TLDR

  • Sequoia backs Flapping Airplanes, a research lab founded by Ben and Asher Spector (ages 25-26) betting that data efficiency, not compute scale, is the bottleneck to AGI.

Key Takeaways

  • Ben Spector founded Prod, a talent incubator; Asher holds a Stanford statistics Ph.D.; co-founder Aidan Smith is a Thiel fellow and ex-Neuralink engineer from Georgia Tech.
  • The lab’s thesis: today’s AI models are data-inefficient, the internet’s training data is largely exhausted, and the next AI rung requires biologically-inspired, data-efficient architectures.
  • Flapping Airplanes offers Ph.D.-like research independence and long time horizons (5-10 years) while closing the pay gap between academia and Big Tech.
  • The team deliberately recruits raw talent over credentialed AI names, arguing smart generalists can learn AI research and that prestige-chasing misallocates talent.
  • Sequoia’s investor (sbarry) frames the lab as a “pure play” AGI bet, distinct from application-layer profit-motive investments.

Why It Matters

  • The scaling-vs-research debate has capital consequences: labs that bet only on compute scale may be crowding out the fundamental research breakthroughs that would actually advance AGI timelines.
  • Draining Ph.D. programs of talent into scale-oriented roles risks slowing the long-horizon, low-consensus research that has historically produced scientific breakthroughs.
  • A lab structured around young generalists and biological inspiration for data efficiency is a direct structural counter-bet to every major incumbent AI lab’s current hiring and research posture.

Sequoia Capital · 2026-01-28 · Read the original

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