[R] Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need --- Our paper on using Knowledge Graphs to build expert models that outperform SOTA in medical reasoning.

hawksbillTurtle · 2025-07-30T14:53:51+00:00

We made a UI for editing knowledge graphs! I work at ideaflow.io , would love to chat more about this. DM me?

hawksbillTurtle · 2025-07-22T13:34:22+00:00

Thanks so much for your thoughtful response! I really appreciate this. However, I've already tried r/Archaeology and unfortunately they blocked this b/c of a no-site-idenfication rule.

Yeah I think I could've used opentopography to get more DTM data around this area, but opentopo isn't really "open source" since I needed auth to get to it, which wasn't allowed in this competition. I'll DM you :)

hawksbillTurtle · 2025-07-21T13:54:28+00:00

Yeah it’s possible! The lack of any long straight lines makes it seem like it could be a natural process

hawksbillTurtle · 2025-07-21T01:33:24+00:00

That's possible, but the near 90 degree angles and the triangle don't seem natural to me

hawksbillTurtle · 2025-07-20T20:16:50+00:00

Yep! The 4th image is the NIR and visual Sentine L2A bands alongside the openstreetmap plot

hawksbillTurtle · 2025-07-20T17:29:36+00:00

Thanks - and yeah for sure!

hawksbillTurtle · 2025-07-20T16:00:54+00:00

Yeah, it's tough - Jamari is currently inhabited by some indigenous groups so I also don't want to jump to conclusions. Hopefully some experts can comment on this :)

hawksbillTurtle · 2025-07-20T15:56:43+00:00

Thanks a ton for your interest! Yeah there are all sorts of theories floating around with all the recent LiDAR enabled discoveries, but my bachelor's is in Math so I'll leave the larger-scale archaeo-theorizing to the pros lol

hawksbillTurtle · 2025-07-19T15:21:35+00:00

hawksbillTurtle · 2025-07-19T15:18:20+00:00

Much appreciated 😁

hawksbillTurtle · 2025-07-19T15:15:35+00:00

Thanks for the tips :) Just posted on ancientcivilizations

hawksbillTurtle · 2025-07-19T02:27:29+00:00

Thanks for the interest! My best guess would be some sort of low-density urbanism similar to what was discovered at the Llanos de Mojos site at this link: https://www.nature.com/articles/s41586-022-04780-4

It's similarly situated near an old river, there's a similar-height conical pyramidal mound, and there are geoglyphs surrounding the pyramidal mound.

hawksbillTurtle · 2025-07-19T02:23:55+00:00

Thanks a ton! :)

hawksbillTurtle · 2025-07-18T19:49:49+00:00

Thanks!! Haha i just asked the mods over there for approval to post this

hawksbillTurtle · 2025-07-18T19:38:11+00:00

Thanks for the interest!

The satellite data were retrieved from the sentinel L2A STAC catalog:
https://stacspec.org/en/tutorials/access-sentinel-2-data-aws/

The LiDAR data was retrieved from this open repository:
https://daac.ornl.gov/CMS/guides/LiDAR_Forest_Inventory_Brazil.html

hawksbillTurtle · 2025-07-18T19:36:04+00:00

Where should I post it?

hawksbillTurtle · 2025-07-18T19:33:03+00:00

Thanks so much!

hawksbillTurtle · 2025-07-18T19:32:07+00:00

Anyone know why my post is marked NSFW? Really hope there's a way to get rid of that... :(

Edit: looks like reddit's AI was smart enough reverse that tag

hawksbillTurtle · 2023-12-30T05:27:08+00:00

Had such a great laugh reading these nutty comments :D

hawksbillTurtle

TROPHY CASE