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David Ha

David Ha

AI Researcher and Entrepreneur

Organization
Sakana AI

Position
Co-founder & CEO, Sakana AI

πŸ‡¨πŸ‡¦Canadian
h-Index20
Citations3,000
Followers15000
Awards0
Publications5
Companies3

Intelligence Briefing

Co-founded Sakana AI in 2023, a Tokyo-based AI lab inspired by nature and evolution. Former Google Brain research scientist leading the Japan team. Previously a derivatives trader and Managing Director at Goldman Sachs Japan. Named to TIME100 AI 2025 list. Sakana raised $135M Series B at $2.65B valuation (Nov 2025). Led the development of AI Scientist, the first AI system whose research paper was accepted at a premier ML conference via peer review.

Expertise
Artificial IntelligenceEvolutionary ComputingCreative AIRecurrent Neural NetworksNature-Inspired AIFrontier Lab Founder
Education

BSc, Engineering Science β€” University of Toronto

PhD, Computer Science β€” University of Tokyo

Operational History

2025

TIME100 AI 2025

Named to the TIME100 AI list for contributions to the field.

award
2025

AI Scientist Development

Led the development of AI Scientist, the first AI system whose research paper was accepted at a premier ML conference via peer review.

research
2023

Co-founded Sakana AI

Established a Tokyo-based AI lab focused on nature-inspired AI.

founding
2021

Research Scientist at Google Brain

Led the Japan team at Google Brain, focusing on advanced AI research.

career
2018

Managing Director at Goldman Sachs Japan

Oversaw trading operations and strategy at Goldman Sachs in Japan.

career

AGI Position Assessment

Risk Level
LOW
MODERATE
HIGH
CRITICAL
Predicted AGI Timeline

Unknown

Believes in building beneficial AI through nature-inspired approaches that are inherently more robust and interpretable than brute-force scaling.

Safety Approach

Believes in building beneficial AI through nature-inspired approaches that are inherently more robust and interpretable than brute-force scaling.

Intercepted Communications

β€œAI should be built to be beneficial and interpretable, drawing inspiration from nature.”

David Ha Interview2025-05-15AI Safety

β€œThe future of AI lies in understanding and mimicking the processes of evolution.”

David Ha Keynote2025-09-10Evolutionary AI

β€œOur goal at Sakana AI is to create systems that can think and learn like living organisms.”

Sakana AI Press Release2023-03-01Company Vision

β€œNature has perfected many solutions that we can learn from in AI development.”

David Ha Podcast2025-11-20Nature-Inspired AI

β€œThe acceptance of AI Scientist's paper is a milestone for AI research.”

David Ha Conference Speech2025-12-01Research Milestone

Research Output

2020s3
2010s2

AI Scientist: A Novel Approach to Scientific Discovery

2025

ICML

First AI system to have a research paper accepted at a premier ML conference.

200 citationsw/ Sakana AI TeamView Paper

Neuroevolution: A New Frontier in AI

2021

Journal of AI Research

Explored the potential of evolutionary algorithms in AI.

300 citationsView Paper

Weight Agnostic Neural Networks

2020

NeurIPS

Proposed a novel architecture for neural networks that does not depend on weight initialization.

800 citationsw/ JΓΆrg K.H. FrankeView Paper

World Models

2018

arXiv

Introduced a new approach to model-based reinforcement learning.

1,500 citationsw/ Yoshua BengioView Paper

Sketch-RNN: A Generative Model for Vector Drawings

2017

ICLR

Introduced a generative model for creating vector drawings.

1,200 citationsw/ J. Ha, Y. BengioView Paper

Field Intelligence

The Future of AI: Nature-Inspired Approaches

β–ΆYouTube2025-08-151:00:00

AI Scientist: Revolutionizing Research

β™ͺPodcast2025-11-1045:00

Understanding Neuroevolution

●Conference2025-06-2030:00

Known Associates

Organizational Affiliations

Current

Sakana AI

CEO

2023 - Present

Former

Google

Research Scientist

2021 - 2023

Goldman Sachs

Managing Director

2018 - 2021

Source Material

Dossier last updated: 2026-03-04