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I'm Building LLM for Satellite Data EarthGPT.app

https://www.earthgpt.app/
85•sabman•2d ago

Comments

sabman•2d ago
After spending years building remote sensing analysis products I decided it's time to bring LLMs in the mix and let them see the imagery along with context of spectral bands to do the heavy lifting!
notachatbot123•9h ago
> - The "turbo" colormap which provides good visualization of the variations in water turbidity

Your LLM might want to consider decades of color science and not do that. E.g. the canonical https://web.archive.org/web/20001119231700/https://www.resea...

sabman•4h ago
Thanks for the feedback! Yep you are right - actually in the intro video[1] i talk about hallucinations too, as we are very alpha. The good thing is there's a panel on the right that lets you overwrite the AI's selection or you can even ask the LLM to change it. I've update the params manually so if you go to the demo now you will see another color map - Virids :-) [1] https://www.youtube.com/watch?v=ikEDbnUVfYQ
RamblingCTO•7h ago
First of all: love the idea, a plug for geobase! But I wanted to see what I can do and check the mining pollution example, but can't, even with being signed up. How about showing more predefined examples to check out?
sabman•4h ago
Thanks mate! Yes we are working now with remote sensing people to have more targeted end-to-end use cases. So flooding is one another would be environmental impact of mining. Can you email me on hi@earthgpt.app would love to incorporate more feedback
mahmed315•4h ago
I great idea indeed
jesterx•3h ago
Reminds me a little bit of another paper I read that used an LLM to generate google earth engine code and make similar natural language queries : https://satgpt.net/
rubyfan•3h ago
What does this use LLM to do that one couldn’t do or would be harder without the LLM?
sabman•1h ago
If you have never done a graduate course in Satellite Remote Sensing there are a lot of techniques that you use on satellite imagery that the LLM guides you through without knowing it upfront. Additionally having a way to have the imagery loaded with the LLM in a single interface and apply the LLMs suggestions isn't a trivial engineering problem. We have done that too.
joshvm•2h ago
The domain is getting pretty big. There is an obligatory awesome list which includes general foundation models as well as LLM integrations:

https://github.com/Jack-bo1220/Awesome-Remote-Sensing-Founda...

sabman•1h ago
yep and https://github.com/geoaigroup/awesome-vision-language-models...

Tree Borrows

https://plf.inf.ethz.ch/research/pldi25-tree-borrows.html
91•zdw•1h ago•9 comments

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https://medium.com/@gabiteodoru/why-llms-cant-write-q-kdb-writing-code-right-to-left-ea6df68af443
100•gabiteodoru•1d ago•56 comments

Ruby 3.4 frozen string literals: What Rails developers need to know

https://www.prateekcodes.dev/ruby-34-frozen-string-literals-rails-upgrade-guide/
132•thomas_witt•3d ago•61 comments

A fast 3D collision detection algorithm

https://cairno.substack.com/p/improvements-to-the-separating-axis
46•OlympicMarmoto•1h ago•1 comments

Is the doc bot docs, or not?

https://www.robinsloan.com/lab/what-are-we-even-doing-here/
135•tobr•8h ago•68 comments

Helm local code execution via a malicious chart

https://github.com/helm/helm/security/advisories/GHSA-557j-xg8c-q2mm
134•irke882•10h ago•65 comments

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https://florian-kraemer.net//software-architecture/2025/07/07/Most-RESTful-APIs-are-not-really-RESTful.html
178•BerislavLopac•8h ago•275 comments

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https://www.nytimes.com/2025/07/09/technology/linda-yaccarino-x-steps-down.html
117•donohoe•1h ago•105 comments

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https://arstechnica.com/tech-policy/2025/07/us-court-cancels-ftc-rule-that-would-have-made-canceling-subscriptions-easier/
341•gausswho•17h ago•324 comments

Galiliean-invariant cosmological hydrodynamical simulations on a moving mesh

https://wwwmpa.mpa-garching.mpg.de/~volker/arepo/
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https://projectionlab.com/blog/we-reached-1m-arr-with-zero-funding
660•jonkuipers•1d ago•168 comments

Florida is letting companies make it harder for highly paid workers to swap jobs

https://www.businessinsider.com/florida-made-it-harder-highly-paid-workers-to-swap-jobs-2025-7
66•pseudolus•1h ago•64 comments

I Ported SAP to a 1976 CPU. It Wasn't That Slow

https://github.com/oisee/zvdb-z80/blob/master/ZVDB-Z80-ABAP.md
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https://quuxplusone.github.io/blog/2025/04/04/etymology-of-call/
156•todsacerdoti•11h ago•103 comments

IKEA ditches Zigbee for Thread going all in on Matter smart homes

https://www.theverge.com/smart-home/701697/ikea-matter-thread-new-products-new-smart-home-strategy
227•thunderbong•6h ago•118 comments

7-Zip for Windows can now use more than 64 CPU threads for compression

https://www.7-zip.org/history.txt
166•doener•2d ago•119 comments

RapidRAW: A non-destructive and GPU-accelerated RAW image editor

https://github.com/CyberTimon/RapidRAW
209•l8rlump•13h ago•88 comments

Using MPC for Anonymous and Private DNA Analysis

https://vishakh.blog/2025/07/08/using-mpc-for-anonymous-and-private-dna-analysis/
18•vishakh82•4h ago•7 comments

Astro is a return to the fundamentals of the web

https://websmith.studio/blog/astro-is-a-developers-dream/
199•pumbaa•6h ago•167 comments

Breaking Git with a carriage return and cloning RCE

https://dgl.cx/2025/07/git-clone-submodule-cve-2025-48384
348•dgl•22h ago•140 comments

A Emoji Reverse Polish Notation Calculator Written in COBOL

https://github.com/ghuntley/cobol-emoji-rpn-calculator
9•ghuntley•3d ago•0 comments

ESIM Security

https://security-explorations.com/esim-security.html
86•todsacerdoti•6h ago•40 comments

Where can I see Hokusai's Great Wave today?

https://greatwavetoday.com/
106•colinprince•12h ago•82 comments

Frame of preference A history of Mac settings, 1984–2004

https://aresluna.org/frame-of-preference/
156•K7PJP•15h ago•21 comments

I'm Building LLM for Satellite Data EarthGPT.app

https://www.earthgpt.app/
85•sabman•2d ago•11 comments

Hugging Face just launched a $299 robot that could disrupt the robotics industry

https://venturebeat.com/ai/hugging-face-just-launched-a-299-robot-that-could-disrupt-the-entire-robotics-industry/
95•fdaudens•1h ago•86 comments

Supabase MCP can leak your entire SQL database

https://www.generalanalysis.com/blog/supabase-mcp-blog
780•rexpository•22h ago•421 comments

Smollm3: Smol, multilingual, long-context reasoner LLM

https://huggingface.co/blog/smollm3
344•kashifr•23h ago•70 comments

That white guy who can't get a job at Tim Hortons? He's AI

https://www.cbc.ca/news/ai-generated-fake-marketing-1.7578772
24•pseudolus•1h ago•6 comments

Serving a half billion requests per day with Rust and CGI

https://jacob.gold/posts/serving-half-billion-requests-with-rust-cgi/
90•feep•1d ago•69 comments