brightpalm
energy and light hardware

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 and AI became paths to finding solutions. The results from models now affect us, and our world.
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optical neural network processor
toward spherical computation

🌻 Why photons, and not electrons ?
Photons have wavelength & polarization information.
Photon signal travels at ~ c, the speed of light,
whereas electron signal in semiconductors travels at ~ c/2.
Unused space in a photon system can be empty (massless),
whereas unused space in semiconductors is filled with mass.
Learn more about spherical computation and optical neural networks
uncircularity
uncircularity, an AI model for CO2

Make models
🥦 We move toward building models which understand and reveal our physical relationship with Earth. Uncircularity accounting modeling team created one of the first CO₂ deep learning model systems to predict CO₂ emissions of products and global supply chains. Models show us the present and help us plan the future.
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Find our future
🦾 We developed a system to learn production and consumption using ai models. CO₂ values for objects can be predicted to assist decision making, and to optimize production chains. Models can be a virtual twin of physical objects and structures. Models are useful in banking, finance, industry, governance, as well as building games and online worlds, and construction and logistics.
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