PaulHoule 105,258 karma 15y 2m on HN HN profile →
Software developer, community photographer and wanderer between worlds.

I live on a farm near Ithaca, NY. I've given talks on nuclear energy, chatbots, the semantic web and other topics and my publications have been cited in scientific and medical journals as well as Wired Magazine and Nintendo Power.

Some systems I've worked on: a voice chat service for the Brazilian market, the market leading open access e-Print server, e-business systems for car dealerships, wineries and a pallet recycling company, decision support systems for sales territory assignment, a collaborative visual editor for knowledge graphs, a social network for a secret society, a rich metadata database for the global performing arts with hundreds of Postgres tables that we should have built in RDF, a similarity metric for generic concepts (people, places, creative works, ...), a search engine for patents powered by a neural network, conversion of Freebase to an RDF graph with perfect referential integrity, an automatically curated collection of more than 1 million images of thousands of topics, a study of statistics of the sound of crumpling paper, and three efforts to commercialize foundation models before LLMs.

I served on a committee researching the application of OWL, RDF and other semantic web concepts to the ISO 20022 financial messaging standard which culminated in the publication of ISO/TR 22126-2:2025 "OWL representation of the ISO 20022 metamodel and e-repository"

My submissions to Hacker News are chosen by myself working together with YOShInOn, a smart RSS reader that couples a workflow engine with a BERT-based classification, clustering and recommendation engine.

Software-related side projects are going slow while I focus my effort on building up a large stock of photographs to post to my socials. These show up first here:

https://gen5.info/fox/

Astronaut of science fiction and fantasy. North American Weeab

Coverage
We've seen 69 of ~43,945 submissions
Full eval: 5 Lite-only: 5 Unevaluated: 59
Deep Read section-level analysis · 5 full evaluations
HRCB +0.26 range 0.48 · +80% / 20% / 0%−
E-full / S +0.32 / +0.39 SETL -0.08
Signals EQ 0.63 SO 0.48 TD 0.42
UDHR Fingerprint Preamble: +0.29 Article 1: +0.24 Article 2: +0.24 Article 3: ND Article 4: +0.10 Article 5: ND Article 6: +0.37 Article 7: +0.26 Article 8: +0.30 Article 9: ND Article 10: +0.23 Article 11: +0.32 Article 12: +0.12 Article 13: +0.40 Article 14: +0.37 Article 15: +0.37 Article 16: ND Article 17: +0.37 Article 18: +0.37 Article 19: +0.62 Article 20: +0.41 Article 21: +0.25 Article 22: +0.31 Article 23: +0.43 Article 24: +0.45 Article 25: +0.43 Article 26: +0.48 Article 27: +0.62 Article 28: +0.32 Article 29: +0.29 Article 30: +0.27
Quick Scan holistic editorial estimate · 5 lite evaluations
Editorial [E]: 0.00 Llama · truncated content · holistic (not section-level)
Lens divergence detected Quick scan (0.00) vs full evaluation (+0.31) · Δ 0.31
The holistic Llama estimate and section-level Claude evaluation disagree by more than 0.15. The full evaluation is more reliable for individual story analysis.
SETL History structural-editorial tension over time · 2 days
Editorial Structural SETL
69 stories
1. Ultrafast neural sampling with spiking nanolasers (www.nature.com)
1 points by PaulHoule 7 hours ago | 0 comments | skipped
2. Dual chamber microbial fuel cells using human urine (www.sciencedirect.com)
3 points by PaulHoule 8 hours ago | 0 comments | skipped
3.
HRCB +0.26
E +0.31
S +0.16
Otters as Bioindicators of Estuarine Health (emt.pensoft.net)
39 points by PaulHoule 2 days ago | 4 comments | hrcb v3.7 Environmental Health
4. Java framework for reliable, contract and graph based LLM execution (github.com)
1 points by PaulHoule 2 days ago | 0 comments | skipped
5. Recontextualizing Famous Quotes for Brand Slogan Generation (arxiv.org)
1 points by PaulHoule 2 days ago | 0 comments | skipped
6. New 'Mars GPS' lets Perseverance pinpoint its location within 25 centimeters (phys.org)
14 points by PaulHoule 2 days ago | 1 comments | skipped
7. Altadena asked Edison to bury lines. That could cost some fire victims $40k (www.latimes.com)
1 points by PaulHoule 2 days ago | 0 comments | skipped
8. What Is Driving Change in the Net Carbon Budget in Forest Soils? (onlinelibrary.wiley.com)
1 points by PaulHoule 2 days ago | 0 comments | skipped
9. Why struggling Thailand keeps voting for change that never comes (www.japantimes.co.jp)
1 points by PaulHoule 2 days ago | 0 comments | skipped
10. Developing a ML model to map new-build gentrification: A mixed-methods approach (journals.plos.org)
1 points by PaulHoule 2 days ago | 0 comments | skipped
11. BeerPAN 35mm SLR Makes Panoramic Film Photography Accessible (petapixel.com)
3 points by PaulHoule 2 days ago | 0 comments | skipped
12. A smart nail platform for wireless subsoil health monitoring (www.nature.com)
3 points by PaulHoule 2 days ago | 0 comments | skipped
13. Is the World Cup bump real? MLS is going to find out (www.theguardian.com)
2 points by PaulHoule 2 days ago | 0 comments | skipped
14. Power-of-Two Quantization for Efficient FPGA-Based GRU Architectures (www.mdpi.com)
2 points by PaulHoule 2 days ago | 0 comments | skipped
15. Delivery of Lipid Nanoparticle-Based Immunotherapy Using Ultrasound (pubs.acs.org)
1 points by PaulHoule 2 days ago | 0 comments | skipped
16. New polymer alloy could solve energy storage challenge (techxplore.com)
1 points by PaulHoule 2 days ago | 1 comments | skipped
17. Scavenger genius Shigeru Ban: building cathedrals and quake shelters with paper (www.theguardian.com)
2 points by PaulHoule 2 days ago | 0 comments | skipped
18. Rivian was saved by software in 2025 (techcrunch.com)
1 points by PaulHoule 2 days ago | 0 comments | skipped
19. Nasal spray for flu prevention shows promising trial results (medicalxpress.com)
1 points by PaulHoule 2 days ago | 0 comments | skipped
20. Local governments provide proof that polarization is not inevitable (theconversation.com)
1 points by PaulHoule 2 days ago | 0 comments | skipped
21. Redirecting cytomegalovirus immunity against pancreas cancer for immunotherapy (jitc.bmj.com)
2 points by PaulHoule 2 days ago | 0 comments | skipped
22. How Platform Affordances Shape Risks of Harassment in Platform-Mediated Work (www.mdpi.com)
1 points by PaulHoule 2 days ago | 0 comments | skipped
23. Mucin-degrading intestinal commensal bacteria cause constipation (www.tandfonline.com)
2 points by PaulHoule 2 days ago | 0 comments | skipped
24. Reappraisal of paths to decarbonising British electricity generation in 2030 (iopscience.iop.org)
1 points by PaulHoule 3 days ago | 0 comments | skipped
25. Evaluating Memory Structure in LLM Agents (arxiv.org)
2 points by PaulHoule 3 days ago | 0 comments | skipped
26. Mercedes Just Put Drift Mode in an SUV (www.thedrive.com)
1 points by PaulHoule 3 days ago | 0 comments | skipped
27. Nepal is 'addicted' to the trade in its own people (www.japantimes.co.jp)
1 points by PaulHoule 3 days ago | 0 comments | skipped
28. Banks decline to finance LNG project in Papua New Guinea (news.mongabay.com)
5 points by PaulHoule 3 days ago | 0 comments | skipped
29. MLS's calendar flip is coming. Clubs are planning how to exploit it (www.theguardian.com)
1 points by PaulHoule 3 days ago | 0 comments | skipped
30. 3D-printed nitinol lattices and wovens with dramatic mechanical properties (www.tandfonline.com)
5 points by PaulHoule 3 days ago | 0 comments | skipped
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