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0 Replies and 513 Views
How do we know when AI is Hallucinating? 513 0
Started by Patrick Ng
Wonder if and when AI is 'hallucinating' The interaction noted in this post serves as an example. https://www.shaleforce.com/blog/chatgpt-on-geothermal-make-the-right-call Take a look at the 'AI on Geothermal Assessment' section So how do we build guardrail As analog to treatment of patients using nature's psychedelic mushrooms, human supervision is required to manage hallucinations. Strong data is our guardrail, e.g., granular thermal profiles, ...
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27 Aug 2023 05:59 PM |
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0 Replies and 385 Views
Put Deep Learning and EMD to work de-risking Carbon Capture and Storage 385 0
Started by Patrick Ng
https://explorer.aapg.org/storyarticleid=65759 and https://phys.org/news/2023-08-carbon-capture-storage-denmark-bitumen.html in particular, https://scx2.b-cdn.net/gfx/news/hires/2023/carbon-capture-and-sto-3.jpg make the case for combing deep learning workflow on and EMD domain expertise to assess the opportunities from reuse existing / depleting reservoirs for CO2 storage and sequestration.
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09 Aug 2023 04:40 PM |
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0 Replies and 415 Views
Response to Will AI Replace Geologists? 415 0
Started by Patrick Ng
Bet you want a response to The latest Explorer July 2023 article https://explorer.aapg.org/story/articleid/65587 For those who cannot login, here is my take on 'Exploration Mindset v AI' - Understand: 1) exploration is a risk taking business. Wildcatters are known to 'boldly drill no one has drilled before', and 2) ChapGPT is trained on rich content or knowledge based on prior materials. At the end of the day, the real validation of an exploration play is drilling a well. Q: when wil...
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01 Aug 2023 12:44 PM |
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0 Replies and 410 Views
Geothermal ChatGPT Reframed - Mining Heat 410 0
Started by Patrick Ng
Energy transition has many moving parts and no simple solution. EGS may be part of tech toolbox to tackle the mounting challenges in the energy transition. https://www.shaleforce.com/blog/geothermal-project-economics-quantitative-de-risking Gut checks please. 1) Connecting what happens at the surface to heat source in subsurface. Figures 1 & 2 helps us visualize connecting the moving parts and putting projects together, just as geologists have been doing in expl...
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10 Jul 2023 08:03 AM |
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0 Replies and 482 Views
ChatGPT on Geothermal: Getting Quantitative with Exploration Mindset 482 0
Started by Patrick Ng
Follow up to post May 15, 2023, ChatGPT on Geothermal from Qualitative to Quantitative https://broken.aapg.donfick.com/career/aapg-net/activity/aft/636/groupid/979 Here is an update on experiment with ChatGPT (with figures) https://www.linkedin.com/pulse/chatgpt-geothermal-getting-quantitative-exploration-mindset-ng Figure 3 shows ChatGPT with Langchain in action, i.e., how it goes about step by step and retrieves the information requested. Feel free to chime in.
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04 Jun 2023 09:38 PM |
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