Summary: Carbon Robotics has launched the world’s first Large Plant Model (LPM), a foundational AI “brain” trained on 150 million labeled plants. This breakthrough enables LaserWeeders to identify and eliminate weeds in real-time across diverse crops and climates. With the new Plant Profiles feature, farmers can now personalize the AI for their specific field conditions in minutes, significantly reducing dependency on labor and herbicides while increasing crop yields.
Carbon Robotics Launches World’s First Large Plant Model (LPM) for Agricultural AI
SEATTLE — February 2026
Carbon Robotics, a leader in agricultural AI and robotics, today announced a major breakthrough with the launch of the Large Plant Model (LPM). Trained on the largest agricultural dataset ever built, the LPM allows farmers to begin laser weeding any field or crop in minutes, adapting to unique growth stages and soil types worldwide.
As the global LaserWeeder™ fleet operates daily, the LPM continuously ingests real-world data, creating a “compounding data flywheel” effect. This strengthens the model exponentially, improving performance for all users across the Carbon AI ecosystem, including the LaserWeeder and Carbon ATK (Autonomous Tractor Kit).
- 150 Million Labeled Plants: The model is built on an unprecedented foundation of diverse crops, weeds, and climates.
- Plant Profiles: A new feature allowing operators to tailor the LPM to their unique conditions in minutes using just 2-3 images via the iPad Operator App.
- Real-Time Decision Making: Carbon AI processes vast datasets to eliminate weeds and navigate fields autonomously without weeks of manual model training.
- Operational Efficiency: Reduces reliance on manual labor and chemical herbicides while improving crop quality and consistency.
“When our robots can understand any plant in any field immediately and adapt behavior in real-time, farmers immediately get maximum value from the machines,” said Paul Mikesell, Founder and CEO of Carbon Robotics. “The Large Plant Model provides farmers with the most advanced AI technology to maximize weeding quality in their unique environments.”
The technology has already proven to be a “game changer” for early adopters like Bland Farms, where it is used in onion seed beds and transplants. Carbon Robotics continues to demonstrate this technology globally, addressing the urgent need for smarter, more efficient farming solutions amidst rising input costs.
About Carbon Robotics
Carbon Robotics revolutionizes agriculture with AI and robotics to reduce costs and increase yields. The company delivers advanced LaserWeeders and tractor autonomy that drive efficiencies for the global farming community.
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