Astera's Neuro & AGI program is an in-house research effort that draws on neuroscience to develop safe and aligned artificial general intelligence, operating under the Astera Institute founded by Jed McCaleb.
Astera's Neuro & AGI program is an in-house research effort that draws on neuroscience to develop safe and aligned artificial general intelligence, operating under the Astera Institute founded by Jed McCaleb.
People
Updated 05/18/26Head of AI - Neuro & AGI
Chief Scientist - Neuro
Founder
Simplex Co-Lead
Resident
Mission Design Lead
Fellow
Head of Open Science
Funding Details
Updated 05/18/26- Annual Budget
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Org Details
Updated 05/18/26Astera Neuro & AGI is the flagship research division of the Astera Institute, a 501(c)(3) private foundation founded in 2020 and headquartered in Berkeley, California. The institute was founded by Jed McCaleb, the co-founder of Ripple and the Stellar Development Foundation, who serves as Co-Founder and CEO with his focus centered on this program. The Neuro & AGI program is built on the premise that AI will be the most transformative technology in human history, and that understanding how biological intelligence works is the most promising path to developing safe and beneficial AGI. The program departs from the dominant paradigm of simply scaling compute and data, instead investigating how natural systems achieve sophisticated cognition on the power consumption of a lightbulb. The program comprises three interconnected research efforts. The Neuroscience effort, launched in December 2025 under Chief Scientist Doris Tsao (a former UC Berkeley professor and Howard Hughes Medical Institute Investigator), aims to decode how the brain transforms sensory inputs into conscious experience, using the hypothesis that the brain employs a compositional architecture combining elemental units through neural syntax. The Neuro-AI effort, led by Head of AI Dileep George (who joined in February 2026 from Google DeepMind, where he worked on memory, planning, and structure learning, and who previously co-founded Numenta and Vicarious), builds AI systems that learn like biological systems, tackling challenges such as long-range planning, continuous learning from limited data, and robust generalization. Research Lead Miguel Lazaro-Gredilla (also formerly Google DeepMind) spearheads work on world models using hierarchical latent variables for long-horizon planning. The AI Safety effort runs a program called Simplex, which develops geometric frameworks to uncover the internal structures that produce model capabilities, with the goal of building interpretability tools that can scale to frontier systems. Astera operates with over $1 billion in committed resources for this program over the coming decade. The institute held $2.62 billion in total assets as of fiscal year 2024. The team operates with access to significant computational resources and is unconstrained by typical funding, profit, or publication pressures. As of early 2026, Astera is actively recruiting researchers and engineers with machine learning expertise and neuroscience interest, and accepts residency applications.
Theory of Change
Updated 05/18/26Astera Neuro & AGI believes that the key bottleneck to safe and beneficial AGI is a lack of fundamental understanding of how intelligence works — both in biological systems and in artificial ones. By studying how the brain constructs cognition from the bottom up (neuroscience) and using those principles to build new AI architectures (Neuro-AI), they aim to develop AI systems that are inherently more interpretable, efficient, and aligned with human values than systems produced by pure scaling. Simultaneously, their AI Safety effort (Simplex) works to develop rigorous mathematical tools to understand and steer the internal representations of existing frontier models. The theory is that understanding intelligence deeply enough enables the development of tools to reliably monitor and control it, reducing the probability of catastrophic outcomes from advanced AI.
Grants Received– no grants recorded
Updated 05/18/26Projects
Updated 05/18/26Simplex is an AI safety research program at Astera Institute’s Neuro & AGI division that aims to build a science of intelligence by developing rigorous, physics-inspired theories of the latent internal structure of neural networks and using them to better understand and control model behavior.
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