Discover the startup that trains scientists in artificial intelligence to revolutionize science

Publié le 1 October 2025 à 16h04
modifié le 1 October 2025 à 16h05

A scientific revolution is beginning with the emergence of scientists in artificial intelligence. The startup Periodic Labs is deploying systems capable of conducting autonomous experiments, thus challenging traditional methods. These artificial intelligences are performing innovative research to discover materials that will transform our society and propel our technologies to new horizons. The ambition of this company revolves around the development of autonomous laboratories, where robots tirelessly refine substances, generating valuable data for current science. The potential of this approach could disrupt contemporary scientific research.

A Bold Startup

Periodic Labs, a newly unveiled company, recently emerged on the tech scene with unprecedented ambition. This innovative consortium seeks to generate scientists in artificial intelligence by creating systems capable of conducting experiments, testing hypotheses, and iterating like human researchers. The launch of this startup was dramatic, thanks to an impressive fundraising of $300 million to start its operations.

Renowned Investors

The funding comes from a prestigious group of investors. The list of supporters of Periodic Labs includes iconic figures such as Andreessen Horowitz, Nvidia, and even Jeff Bezos. These contributions reflect the confidence placed in Periodic’s vision, which goes far beyond mere software interactions.

A Revolutionary Vision

The mission of Periodic Labs transcends the boundaries of classical artificial intelligence. The goal is to develop autonomous systems capable of conducting scientific research continuously. The company revolves around the design of autonomous laboratories where experienced robots mix, heat, and modify substances, continuously producing new materials and concrete data.

The Founders: A Duo of Experts

Ekin Dogus Cubuk and Liam Fedus lead this ambitious initiative. Cubuk, former head of materials teams at Google Brain, has contributed to major advancements, such as GNoME, an AI that discovered over 2 million new crystals in 2023. This success demonstrates his research and innovation skills. Fedus, for his part, played a leading role at OpenAI, where he contributed to the creation of ChatGPT and led the development of the first trillion-parameter neural network.

A Goal of Superconducting Materials

The first challenge that Periodic Labs has set for itself concerns superconductors, these materials that represent the Holy Grail of materials science. Current superconductors, despite their efficiency, require extremely low temperatures or a considerable amount of energy. By overcoming these obstacles, the startup could disrupt the tech sector, paving the way for faster computers and more efficient energy networks.

A Promising Future

Periodic Labs aspires to transform scientific research through AI. The company argues that today’s AI models have already largely “consumed the Internet.” By creating autonomous laboratories, it hopes to generate the new data necessary to feed artificial intelligence. Could this research truly accelerate major discoveries? The question remains open regarding the irreducibility of human intuition in the face of these technological advances.

For concrete examples of artificial intelligence applications, check out articles such as Google’s integration of AI or the use of AI in Tokyo.

Frequently Asked Questions

What is Periodic Labs and what is its goal?
Periodic Labs is a startup focused on creating scientists in artificial intelligence capable of conducting experiments, testing hypotheses, and iterating like real researchers to revolutionize science.

How does Periodic Labs plan to use artificial intelligence in scientific research?
Periodic Labs is developing autonomous systems that can execute laboratory experiments, allowing for the generation of new data and the discovery of new materials at a faster pace than traditional methods.

What types of materials does the startup want to explore first?
Periodic Labs’ priority is the study of superconductors, which are considered the Holy Grail of materials science, due to their potential to transform various technologies, from faster computers to improved energy systems.

Who are the founders of Periodic Labs and what is their experience?
Ekin Dogus Cubuk, a former member of teams at Google Brain and DeepMind, and Liam Fedus, a former vice president of research at OpenAI, are the brains behind Periodic Labs, bringing significant expertise in artificial intelligence and scientific research.

Why is it important for Periodic Labs to explore new data in research?
With the rise of AI models, it is essential to have access to new physical data to fuel these systems and enable them to evolve effectively beyond the existing data on the Internet.

How does Periodic Labs plan to create its autonomous laboratories?
Periodic Labs plans to use robots to continuously mix, heat, and modify substances, thus creating an endless experimentation platform that generates both new material discoveries and immediate data.

Can AI autonomous research replace human researchers?
Although AI systems can accelerate the discovery of new materials, human intuition and creativity remain crucial for revolutionary scientific breakthroughs and cannot be entirely replaced by a machine.

What financial support has Periodic Labs received to start its operations?
Periodic Labs successfully raised $300 million in an initial funding round, reflecting strong interest and support from major investors in the tech sector.

What advantages does Periodic Labs offer compared to traditional scientific research?
The startup aims to reduce the time needed to make scientific discoveries through automation and the use of artificial intelligence, allowing for faster and more efficient exploration of materials.

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