VEVEY: During a tour of Swiss start-up Fin­alSpark’s lab, co-founder Fred Jordan said he believes that processors using brain cells will one day replace the chips powering the artificial intelligence boom.

The supercomputers behind AI tools like ChatGPT currently use silicon semiconductors to simulate the neurons and networks of the human brain.

“Instead of trying to mimic, let’s use the real thing,” Jordan said.

Among other potential advantages, biocomputing could help address the skyrocketing energy demands of AI, which have already threatened climate emissions targets and led some tech giants to resort to nuclear power.

“Biological neurons are one million times more energy efficient than artificial neurons,” Jordan said. They can also be endlessly reproduced in the lab, unlike the massively in-demand AI chips made by companies like behemoth Nvidia.

But for now, wetware’s computing power is a very long way from competing with the hardware that runs the world.

And another question lingers: could these tiny brains become conscious? To make its “bioprocessors,” FinalSpark first purchases stem cells. These cells, which were originally human skin cells from anonymous human donors, can become any cell in the body.

FinalSpark’s scientists then turn them into neurons, which are collected into millimetre-wide clumps called brain organoids.

They are around the size of the brain of a fruit fly larva, Jordan said.

Electrodes are attached to the organoids in the lab, which allow the scientists to “spy on their internal discussion,” he explained.

The scientists can also stimulate the organoids with a small electric current. Whether they respond with a spike in activity—or not—is roughly the equivalent of the ones or zeroes in traditional computing.

Ten universities around the world are conducting experiments using FinalSpark’s organoids—the small company’s website even has a live feed of the neurons at work.

Benjamin Ward-Cherrier, a researcher at the University of Bristol, used one of the organoids as the brain of a simple robot that managed to distinguish between different Braille letters.

There are many challenges, including encoding the data in a way the organoid might understand—then trying to interpret what the brain cells “spit out,” he said.

“Working with robots is very easy by comparison,” Ward-Cherrier said with a laugh.

“There’s also the fact that they are living cells—and that means that they do die,” he added.

Indeed, Ward-Cherrier was halfway through an experiment when the organoid died, and his team had to start over. FinalSpark says the organoids live for up to six months.

At Johns Hopkins University in the United States, researcher Lena Smirnova is using similar organoids to study brain conditions such as autism and Alzheimer’s disease in the hopes of finding new treatments.

Biocomputing is currently more “pie in the sky,” unlike the “low-hanging fruit” use of the technology for biomedical research—but that could change dramatically over the next 20 years, she said.

Do organoids dream of electric sheep?

All the scientists dismissed the idea that these tiny balls of cells in petri dishes were at risk of developing anything resembling consciousness.

Jordan acknowledged that “this is at the edge of philosophy,” which is why FinalSpark collaborates with ethicists.

He also pointed out that the organoids—which lack pain receptors—have around 10,000 neurons, compared to a human brain’s 100 billion.

However, much about our brains, including how they create consciousness, remains a mystery.

That is why Ward-Cherrier hopes that—beyond computer processing—biocomputing will ultimately reveal more about how our brains work.

Back in the lab, Jordan opens the door of what looks like a big fridge containing 16 brain organoids in a tangle of tubes.

Lines suddenly start spiking on the screen next to the incubator.

The brain cells have no known way of sensing that their door has been opened, and the scientists have spent years trying to figure out why this happens.

“We still don’t understand how they detect the opening of the door,” Jordan admitted.

Published in Dawn, October 18th, 2025