The Biological Computing Company partners with AWS to speed up AI video generation using brain-cell research

The Biological Computing Company has announced a multi-pronged partnership with Amazon Web Services to integrate algorithms discovered through brain-cell research into mainstream data center computing.

TBC's approach begins in petri dishes containing brain cells. Researchers study how neurons process information, then extract mathematical models from that research to create software algorithms. Cofounders Alex Ksendzovsky and Jonathan Pomeraniec say this biological foundation allows them to solve computational problems in ways conventional AI cannot match.

The partnership centers on video generation optimization. TBC has developed what it calls "adapter" systems that can be applied to existing open-source video generation models. According to Ksendzovsky, these adapters make video generation five times faster and less costly without reducing output quality.

"We've been working towards using the dish of neurons as a way to understand neuroscience primitives and how information is processed by biology, and then incorporate that in software into video generation," Ksendzovsky said in an interview with GamesBeat.

The technical implementation works by converting the biological research into trainable parameters. Ksendzovsky explained that the mathematical model derived from neuron behavior represents only 0.1 to 0.3 percent of the final model's size, yet influences how the system predicts frames. This small addition, combined with optimization strategies at the CUDA and numerical levels, produces significant efficiency gains.

"You could do similar things, but you get significant reductions in quality without our adapter," said Pomeraniec. "That's how technically it works."

The brain cells themselves remain in the laboratory. What customers receive is software deployed on AWS infrastructure. TBC does not sell its model directly but instead offers API access through the Amazon Marketplace and AWS SageMaker. Customers can either purchase tokens from AWS hardware or integrate the API with their own infrastructure.

TBC is preparing a soft launch demo that will allow users to generate videos and compare the speed and efficiency improvements against baseline models. The company plans to expand its adapters to multiple open-source video generation models next and is in talks with other video generation companies about potential collaborations.

Ksendzovsky described TBC's approach as inference optimization driven by biological insight. "The thing that makes us unique is the fact that we have these brain cells that tell us how to do things," he said. "That's the thing that makes us unique that no one else has."

The company maintains a leaderboard of approximately 30 to 40 algorithms derived from its brain-cell research, continually refining and scaling the adapter products for deployment across multiple AI models.