brightpalm
energy and light hardware
Solar AI infrastructure: the energy and the optical chips that turn light into computation.
Living with Earthmodels · solar AI · business
our world now
Our world, powered by our sun. Run on light.
work
Three work groups
Hardware that runs on photons. Models that reveal the carbon flow of every thing. Energy from the sun that powers it all.
optical NPU
toward spherical computation
A neural-network processor where signals are photons — wavelength, polarization, and the speed of light.
Why photonsuncircularity
a model for CO₂
One of the first deep-learning systems that predicts the carbon footprint of products and supply chains.
Make models
brightpalm
Living with Earth.
🌍 Earth's changing environment is perhaps one of the largest problems we face. Although human relations and economics shaped our world, we now have new tools. Machine learning became a path to finding solutions — the results from models now affect us, and our world.
optical neural network processor
Why photons, and not electrons?
- Photons carry wavelength & polarization information.
- Photon signal travels at ~ c, the speed of light. Electron signal in semiconductors travels at ~ c/2.
- Unused space in a photon system can be empty — massless. In semiconductors it is filled with mass.
uncircularity
Make models.
🥦 We move toward building models which understand and reveal our physical relationship with Earth. The uncircularity team built one of the first CO₂ deep-learning systems to predict emissions of products and global supply chains. Models show us the present and help us plan the future.
where models help
Find our future.
🦾 We learn production and consumption with AI models. CO₂ values for objects can be predicted to assist decisions and optimize production chains. Models can be a virtual twin of physical objects and structures.
- Banking
- Finance
- Industry
- Governance
- Games & online worlds
- Construction
- Logistics
- Virtual twins
our network
Sites that support and connect with the CO₂ model and solar AI.
Get to know us at
