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Output Labs

The foundation for the next era in science. A fully integrated AI lab for science.

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Output Labs is a fully integrated AI lab that has developed Mechanistic Reasoning, a new type of artificial intelligence designed to understand and control complex biological systems. The core problem it addresses is the difficulty of deciphering how and why these systems work, from the molecular level up to entire organisms. By decomposing systems into their parts, abstracting governing principles, and composing new parts, this approach aims to make the discovery of new biology and the design of advanced therapeutics a routine process.

The company is applying Mechanistic Reasoning to build Artificial General Biological Intelligence (AGBI). A key capability is a large biological model in which reasoning over biological interactions emerged from the molecules alone. This allows the AI to understand, reason about, and solve novel problems across biology, effectively treating the hardest scientific challenges as solvable engineering problems.

Output Labs is for researchers and organizations focused on fundamental biological discovery and therapeutic design. The website does not specify any free plan, trial, editions, or pricing model such as seat-based or usage-based packaging.

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