What is organoid intelligence?
Last updated • By Will Schulz
Organoid intelligence (OI) is a research field, named in 2023, that aims to use lab-grown 3D brain organoids (stem-cell-derived neural tissue) interfaced with electrodes and machine learning as a form of biological computing. It also studies learning and memory in a dish under an embedded ethics program.
Where does the term organoid intelligence come from?
Smirnova and colleagues coined it in Frontiers in Science on February 28, 2023, to "establish OI as a form of genuine biological computing that harnesses brain organoids" in an ethically responsible manner. A precursor used 2D cultures rather than organoids: in the 2022 DishBrain study in Neuron, cultured neurons embodied in a simulated Pong game learned to keep the rally going. 2D neuron cultures, such as DishBrain or Cortical Labs' CL1, are distinct from 3D organoids.
What has organoid intelligence actually shown?
Less than the headlines. In a 2026 Bristol study in Frontiers in AI, three human forebrain organoids on FinalSpark's Neuroplatform classified Braille letters at 83%, but a classifier with no organoids scored 82%. The organoids helped mainly when inputs were corrupted, and the authors frame the work as encoding and decoding, not organoid learning; see our analysis.
In February 2026, a UC Santa Cruz team reported in Cell Reports that mouse-derived organoids trained on cart-pole went from 4.5% success under random training to 46% with adaptive feedback, but performance dropped back to baseline after 45 minutes of rest.
What are the ethical questions?
Moral status, donor consent and where sentience could begin. Smirnova et al. build "embedded ethics" into the definition of the program rather than treating it as an afterthought.
Where can I read more on NeuroGenesys?
Sources
- Organoid intelligence (OI): the new frontier in biocomputing and intelligence-in-a-dish — Frontiers in Science (Smirnova et al.), 2023
- In vitro neurons learn and exhibit sentience when embodied in a simulated game-world — Neuron (Kagan et al.), 2022
- Encoding tactile stimuli for Braille recognition with organoids — Frontiers in Artificial Intelligence (Liu et al.), 2026
- Brain organoids can be trained to solve a goal-directed task — UC Santa Cruz News, February 2026
