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Forget Nvidia: Ndea wants to build AI that keeps improving on its own with ‘no bottlenecks in sight’

Jan 15, 2025 - venturebeat.com
François Chollet, creator of Keras, and Mike Knoop, co-founder of Zapier, have launched Ndea, an AI research lab focused on achieving artificial general intelligence (AGI) by combining deep learning with program synthesis. They aim to create AI systems capable of intuitive pattern recognition and formal reasoning, allowing for greater adaptability and innovation beyond current task-specific applications. Ndea's mission is to act as a "factory for rapid scientific advancement," addressing both known and unknown challenges and accelerating scientific progress.

Chollet and Knoop emphasize the importance of program synthesis, a relatively young field, as central to their approach, contrasting with other AI labs that see it as a minor component. Ndea is building a globally distributed team to advance this research, with the founders bringing extensive experience from their previous roles. They aim to operationalize AGI to tackle humanity's most pressing challenges and unlock new opportunities for discovery, despite acknowledging the uncertainty and challenges involved.

Key takeaways:

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  • François Chollet and Mike Knoop have co-founded Ndea, an AI research lab focused on combining deep learning with program synthesis to achieve artificial general intelligence (AGI).
  • Ndea aims to create a "factory for rapid scientific advancement" by developing AI that can learn and improve efficiently, potentially leading to breakthroughs in various scientific fields.
  • The lab considers program synthesis as important as deep learning and is building a globally distributed team to focus on this approach.
  • Ndea's mission is to operationalize AGI to accelerate scientific progress and address humanity's most pressing challenges.
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