Advancing transparent and ethical AI

Serious concerns on Deep-time Digital Earth AI: “A scientific chatbot prohibiting certain questions because they may tarnish the image of a government, poses a serious risk to academic freedom of expression”.The development of Artificial Intelligence (AI) in the geosciences continues at pace. There is much to be positive about, but with AI comes a responsibility to ensure these powerful emerging tools are... Continue Reading →

Subsurface of the Future

Subsurface Data: New foresight report from the UK Government Office for Science. The subsurface is a space much the same as the above ground whose use needs to be monitored, planned, and managed. But the data, technologies, and policy tools needed for this lag behind those available for the surface.Quotes on data include: "Evidence gathered... Continue Reading →

Open-source machine vision model for classifying geological images from documents

Ahead of Earth Science week I've openly released a free machine vision model which automatically classifies geological images from documents. Those that have large archives of geoscience documentation may find this helpful to discover, and potentially repurpose, old geological data for new knowledge.Schools and researchers may also find the model helpful to spark their own... Continue Reading →

Geological AI: New open-source tool for scanning grains of sand.

Geological AI: New open-source tool for scanning grains of sand. A convolutional neural network (CNN) was trained by researchers at Stanford on hundreds of electron microscope images of sand grains to determine the depositional environment. This represented material from different geological ages and locations, terrestrial environments fluvial (rivers and streams), eolian (windblown sediments, such as... Continue Reading →

Ethics in Geoscience Artificial Intelligence

Back in June 2024 I authored an online article on serious concerns for potential state censorship, copyright infringement and lack of transparency in the Deep-time Digital Earth (DDE) Project's AI Chatbot GeoGPT. This has now been published in the autumn edition of the Geoscientist magazine from the Geological Society of London. A reply from the... Continue Reading →

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