Segment Anything Model Can Not Segment Anything - Assessing AI Foundation Model’s Generalizability In Permafrost Mapping
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https://doi.org/10.3390/rs16050797 <-- shared paper
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#GIS #spatial #mapping #remotesensing #foundationmodel #AI #artificialintelligence #zeroshot #segmentation #GeoAI #spatialanalysis #LargeLanguageModel #LLM #SAM #performance #metrics #permafrost #visionmodel #icewedge #Arctic #warming #climatechange #thawslumps #landform #terrainmapping #EuroCrops #agriculture

"justice is what the judge ate for breakfast" - #AI is what the #foundationmodel was trained by #ChatGPT #axelspringerverlag

Awesome keynote presentation by @vrandecic on "The Future of Knowledge Graphs in a World of Large Language Models"

video: https://www.youtube.com/watch?v=WqYBx2gB6vA
#knowledgegraph #llm #largelanguagemodel #foundationmodel #ai #artificialintelligence #semanticweb #Wikidata

#AI #GenerativeAI #GPAI #FoundationModel: "An emerging type of AI system is a ‘foundation model’, sometimes called a ‘general-purpose AI’ or ‘GPAI’ system. These are capable of a range of general tasks (such as text synthesis, image manipulation and audio generation). Notable example are OpenAI’s GPT-3 and GPT-4, foundation models that underpin the conversational chat agent ChatGPT.

Because foundation models can be built ‘on top of’ to develop different applications for many purposes, this makes them difficult – but important – to regulate. When foundation models act as a base for a range of applications, any errors or issues at the foundation-model level may impact any applications built on top of (or ‘fine-tuned’) from that foundation model.

As these technologies are capable of a wide range of general tasks, they differ from narrow AI systems (those that focus on a specific or limited task, for example, predictive text or image recognition) in two important respects: it can be harder to identify and foresee the ways they can benefit people and society, and it is also harder to predict when they can cause harm."

https://www.adalovelaceinstitute.org/resource/foundation-models-explainer/

#Lobby Stop: „it is currently feasible for #foundationmodel providers to comply with the #AIAct“. And such compliance would improve the entire ecosystem. Say @percyliang@twitter.com @dzang105@twitter.com @kevin_klyman@twitter.com @RishiBommasani@twitter.com @StanfordHAI@twitter.com ⁦@StanfordCRFM@twitter.com⁩. #AI #KI
https://crfm.stanford.edu/2023/06/15/eu-ai-act.html?utm_source=substack&utm_medium=email