AI-based technologies are transforming the analysis of mineral deposits as drilling gets deeper. Mining exploration is accelerating in Latin America due to the demand for minerals supporting the energy transition such as copper and lithium.Interesting article from Jane Bentham in Global Mining Review yesterday. One of the geoscientists she interviewed stated,“The incorporation of artificial intelligence,... Continue Reading →
Presentation of uncertainty in geoscience Large Language Models (LLM)
Presentation of uncertainty in geoscience Large Language Models (LLM) is likely to be an important part of ethical design. A factual dataset was open-sourced by Wei et al (2024) “SimpleQA” a few weeks ago containing over 4,300 generic factual questions and answers.One use of these data was to test the stated confidence of an LLM... Continue Reading →
What questions do people ask about geology (on Google)? Can this help us with our communication messages?
The most common questions people ask about geology on Google, which may help inform our communications. We can also look at TikTok and YouTube separately. Data can be exported as CSV.These are the high level ones in the sunburst diagram, but we can move down into sub-disciplines and sectors for more detail and nuance. For... Continue Reading →
Generative AI, Machine Learning and Analytics for Subsurface Energy
Looking forward to presenting at this Generative AI, Machine Learning and Analytics for Subsurface Energy event in a few weeks time. Delighted to be invited to join some of the industry’s most insightful voices on the topic.“Join us to learn how generative AI, Large Language Models, and machine learning are giving geoscientists and engineers the... Continue Reading →
Earthgenome – Earthindex for Earth Observation (EO).
Earthgenome's Earthindex looks an interesting way for earth observation as a no-code solution for detecting activities using satellite imagery. Such as illegal mining in the Amazon and Africa, undocumented waste sites in Indonesia, Dams along the river Tigris and Eurphrates, wheat fields in Ukraine, Solar Energy construction in the Mekong Basin etc. Supporting indigeneous communities... Continue Reading →
Global search trends related to natural disasters
Global search trends of disaster topics ‘Flooding’ (blue) and ‘Hurricanes’ (red) over the past 5 years. These data are from Google search trends.Relative popularity of natural disaster search queries appears to be increasing globally.Examining search data and trends may reveal some interesting phenomena. It reflects what is popular / of interest in parts of society... Continue Reading →
Rich results using Large Language Models on your own authoritative content
It can be relatively easy to create Large Language Model driven apps that exploit your own structured and unstructured data to produce rich results. This example is showing information on quarries in a certain area, combining data, text and geospatial information.One difference in this approach between using Google search and ChatGPT type approaches, is that... Continue Reading →
Spent a day talking Artificial Intelligence with the British Geological Survey (BGS)
Spent a day talking artificial intelligence with the British Geological Survey in Nottingham this week. Fascinating to hear the projects already being undertaken and opportunities to apply new techniques.They hold over 15,000 cores from onshore boreholes, as well as core from just about every oil & gas well ever drilled offshore in the UK. An... Continue Reading →
Deep-time Digital Earth (DDE) GeoGPT sparks debate over AI Ethics and Censorship in Geoscience
Interesting article on AI ethics. Is it ethical for AI to be hosted to the international scientific community from a legal jurisdiction that will not allow questions or outputs that tarnish the image of that particular government or its policies? With the blessing and legitimacy of a prestigious international scientific body?Local laws must be respected.... Continue Reading →
Released today: “The first AI system trained for geoscience”
GeologyOracle has been released today, free to use. "It is the first AI assistant specifically trained for geoscience. A typical GeologyOracle session resembles an instant messaging chat, i.e., the human user inputs information, which can be in the form of text, images, or audio, and the AI system simulates the conversation by generating a real-time... Continue Reading →