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American Focus > Blog > Tech and Science > Flapping Airplanes on the future of AI: ‘We want to try really radically different things’
Tech and Science

Flapping Airplanes on the future of AI: ‘We want to try really radically different things’

Last updated: February 16, 2026 8:15 am
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Flapping Airplanes on the future of AI: ‘We want to try really radically different things’
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Flapping Airplanes: A New Era in AI Research

Flapping Airplanes, a cutting-edge AI lab, is making waves in the world of artificial intelligence research. Founded by the dynamic trio of Ben and Asher Spector, along with Aidan Smith, this innovative lab is on a mission to revolutionize the way AI models are trained. With a focus on data efficiency and a fresh perspective on the human brain, Flapping Airplanes is poised to make a significant impact on the field of AI.

In a recent interview with the founders, the conversation revolved around the lab’s unique approach to AI research. Ben Spector emphasized the importance of addressing the data efficiency problem, highlighting the vast gap between current models trained on massive amounts of data and the human brain’s ability to learn with much less. This core focus on data efficiency sets Flapping Airplanes apart from other AI labs, positioning it as a pioneer in the quest for more economical and capable AI models.

Aidan Smith, drawing from his experience at Neuralink, stressed the need to look beyond traditional AI paradigms and explore new avenues inspired by the human brain. The lab’s emphasis on creativity and unconventional thinking is driving its research agenda towards uncovering novel approaches to AI that leverage the brain’s unique algorithms.

The name “Flapping Airplanes” itself hints at the lab’s philosophy of building AI systems that are not bound by conventional norms. Ben Spector likened current AI systems to large airplanes, while Flapping Airplanes aims to create a new breed of systems that operate more like agile, flapping aircraft. This analogy underscores the lab’s commitment to exploring uncharted territories in AI research.

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One of the key differentiators of Flapping Airplanes is its unwavering focus on fundamental research. The founders are resolute in their dedication to solving complex problems before delving into commercial applications. This research-first approach sets the lab apart from others that prioritize product development over pure research.

The lab’s recent success in securing $180 million in seed funding further validates its vision and potential impact. The founders expressed gratitude for the investors’ enthusiastic response to their ideas, signaling a strong alignment with the lab’s mission to push the boundaries of AI research.

Looking ahead, Flapping Airplanes envisions a future where AI systems are not just incremental improvements but fundamentally different entities with capabilities beyond human comprehension. The lab’s research agenda is centered around achieving 1000x wins in data efficiency, paving the way for AI systems that exhibit unprecedented intelligence and creativity.

As Flapping Airplanes continues to push the boundaries of AI research, the founders welcome engagement from the community. Whether through email correspondence or potential collaborations, the lab is open to dialogue with individuals who share their passion for reshaping the future of AI.

In conclusion, Flapping Airplanes represents a new frontier in AI research, driven by a relentless pursuit of innovation and a commitment to redefining the possibilities of artificial intelligence. With a focus on data efficiency, creativity, and unconventional thinking, the lab is poised to make a lasting impact on the field of AI and beyond. Stay tuned for more groundbreaking developments from Flapping Airplanes as they soar towards new horizons in AI research.

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