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Unitmode’s mission to empower climate action with AI

At YOLO Vision 2023, Unitmode's Seán Boyle and Dr. Ramit Debnath discussed using AI and computer vision to fight greenwashing and drive climate action.

Nuvola LadiNuvola Ladi3 min read

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At YOLO Vision 2023, Unitmode's Seán Boyle and Dr. Ramit Debnath discussed using AI and computer vision to fight greenwashing and drive climate action.

In the halls of the Google for Startups Campus in Madrid, we held the YOLO Vision 2023 (YV23) event. One session focused on using AI for climate action. Seán Boyle, co-founder of Unitmode, and Dr. Ramit Debnath, Assistant Professor at Cambridge University, took the stage to discuss where human intelligence meets machine learning in the pursuit of climate action.

Introduction to Unitmode: Where vision meets purpose#

Seán Boyle opened the session by introducing the mission of Unitmode: to catalyze systems-level behavior change for climate action through the power of computer vision.

Unitmode works with brands and consumers alike, aiming to give both the information they need to take meaningful climate action.

Greenwashing: Unveiling the truth behind marketing claims#

Dr. Ramit Debnath then discussed greenwashing, which happens when companies present misleading information that makes their products seem more environmentally sound than they are.

He cited a study by the European Commission that found over 50% of environmental claims made by companies to be vague, misleading or unfounded.

With green marketing everywhere, trust has become a scarce commodity. Unitmode uses AI and computer vision to help separate fact from fiction. In fact, computer vision can help identify problematic marketing claims.

Studies have shown that consumers do not trust brands due to greenwashing-related issues. This highlights the importance of Unitmode’s vision in designing AI systems from a human-centered perspective, placing people at the very center of climate action.

Harnessing AI for good: From theory to action#

Unitmode's vision goes beyond awareness; it's a call to action. Dr. Debnath made a strong case for human-centric AI.

Unitmode is building AI systems designed to mitigate bias and promote inclusivity. Its human-in-the-loop approach keeps people involved in key decisions, so that empathy and ethics stay at the center of the system.

The path forward: Embracing change together#

The session closed on an optimistic note: tools like Unitmode's can support climate action, but they can't do it alone.

It's up to each of us to contribute to a sustainable future. Whether you're a brand looking to make a difference or a consumer eager to make informed choices, the time to act is now.

In conclusion: A call to arms for climate action#

Join the community as we harness the power of AI for good. Examples of AI being used to improve sectors such as agriculture and healthcare are merely the start of the road toward a cleaner world. Let's embark on this journey together.

Watch the full talk on YouTube.

Written by

Nuvola Ladi
Nuvola Ladi

Digital Content Manager · Ultralytics

Nuvola Ladi is a Digital Content Manager at Ultralytics, where she creates content covering vision AI and Ultralytics YOLO and represents the company at industry events such as the PyTorch Conference 2025. Based in Spain, she holds a Master's degree in Visual and Digital Media from IE University. Before joining Ultralytics, she held roles at organizations including XVA Gallery & Hotel and Rolex.

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