Institute for Simulation Intelligence

What if scientific and societal progress is fundamentally limited by human knowledge and bias? It turns out we can build machine intelligence capable of accelerating through these bottlenecks in myriad domains from particle physics to socioeconomics. What if machines could make Nobel-caliber discoveries in an automated way? It turns out we can build technologies that synergize simulation and artificial intelligence to achieve "Nobel-Turing" challenges.

ISI is a venture-backed, public benefit, "focused research organization" aiming to reshape the scientific method for the machine age.

“We can not solve our problems with the same level of thinking that created them.”

SIMULATION INTELLIGENCE entails the study of complex, dynamic systems and processes in silico, reasoning over multiple scales and multiple physics, incorporating mechanistic and data-driven models in rich testbeds, towards the understanding and discovery of in situ causal, complex, collective, emergent, and open-ended phenomena.

ISI is developing the fundamental technologies and workflows to drive real-world systems and users in key ways: causal discovery, counterfactual reasoning and decision-making, human-machine teaming, dynamic policies and strategies, online optimization, uncertainty quantification and propagation, optimal design and inverse problem solving. Our in silico playgrounds further provide novel AI/ML testing, verification-validation, and interpretability.

More details coming late 2021.