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TOSTracker – The AI Training Asymmetry

https://tostracker.app/analysis/ai-training
1•tldrthelaw•3m ago•0 comments

The Devil Inside GitHub

https://blog.melashri.net/micro/github-devil/
1•elashri•3m ago•0 comments

Show HN: Distill – Migrate LLM agents from expensive to cheap models

https://github.com/ricardomoratomateos/distill
1•ricardomorato•3m ago•0 comments

Show HN: Sigma Runtime – Maintaining 100% Fact Integrity over 120 LLM Cycles

https://github.com/sigmastratum/documentation/tree/main/sigma-runtime/SR-053
1•teugent•4m ago•0 comments

Make a local open-source AI chatbot with access to Fedora documentation

https://fedoramagazine.org/how-to-make-a-local-open-source-ai-chatbot-who-has-access-to-fedora-do...
1•jadedtuna•5m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model by Mitchellh

https://github.com/ghostty-org/ghostty/pull/10559
1•samtrack2019•6m ago•0 comments

Software Factories and the Agentic Moment

https://factory.strongdm.ai/
1•mellosouls•6m ago•1 comments

The Neuroscience Behind Nutrition for Developers and Founders

https://comuniq.xyz/post?t=797
1•01-_-•6m ago•0 comments

Bang bang he murdered math {the musical } (2024)

https://taylor.town/bang-bang
1•surprisetalk•6m ago•0 comments

A Night Without the Nerds – Claude Opus 4.6, Field-Tested

https://konfuzio.com/en/a-night-without-the-nerds-claude-opus-4-6-in-the-field-test/
1•konfuzio•8m ago•0 comments

Could ionospheric disturbances influence earthquakes?

https://www.kyoto-u.ac.jp/en/research-news/2026-02-06-0
1•geox•10m ago•0 comments

SpaceX's next astronaut launch for NASA is officially on for Feb. 11 as FAA clea

https://www.space.com/space-exploration/launches-spacecraft/spacexs-next-astronaut-launch-for-nas...
1•bookmtn•11m ago•0 comments

Show HN: One-click AI employee with its own cloud desktop

https://cloudbot-ai.com
1•fainir•13m ago•0 comments

Show HN: Poddley – Search podcasts by who's speaking

https://poddley.com
1•onesandofgrain•14m ago•0 comments

Same Surface, Different Weight

https://www.robpanico.com/articles/display/?entry_short=same-surface-different-weight
1•retrocog•17m ago•0 comments

The Rise of Spec Driven Development

https://www.dbreunig.com/2026/02/06/the-rise-of-spec-driven-development.html
2•Brajeshwar•21m ago•0 comments

The first good Raspberry Pi Laptop

https://www.jeffgeerling.com/blog/2026/the-first-good-raspberry-pi-laptop/
3•Brajeshwar•21m ago•0 comments

Seas to Rise Around the World – But Not in Greenland

https://e360.yale.edu/digest/greenland-sea-levels-fall
2•Brajeshwar•21m ago•0 comments

Will Future Generations Think We're Gross?

https://chillphysicsenjoyer.substack.com/p/will-future-generations-think-were
1•crescit_eundo•24m ago•1 comments

State Department will delete Xitter posts from before Trump returned to office

https://www.npr.org/2026/02/07/nx-s1-5704785/state-department-trump-posts-x
2•righthand•27m ago•1 comments

Show HN: Verifiable server roundtrip demo for a decision interruption system

https://github.com/veeduzyl-hue/decision-assistant-roundtrip-demo
1•veeduzyl•28m ago•0 comments

Impl Rust – Avro IDL Tool in Rust via Antlr

https://www.youtube.com/watch?v=vmKvw73V394
1•todsacerdoti•28m ago•0 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
3•vinhnx•29m ago•0 comments

minikeyvalue

https://github.com/commaai/minikeyvalue/tree/prod
3•tosh•34m ago•0 comments

Neomacs: GPU-accelerated Emacs with inline video, WebKit, and terminal via wgpu

https://github.com/eval-exec/neomacs
1•evalexec•39m ago•0 comments

Show HN: Moli P2P – An ephemeral, serverless image gallery (Rust and WebRTC)

https://moli-green.is/
2•ShinyaKoyano•43m ago•1 comments

How I grow my X presence?

https://www.reddit.com/r/GrowthHacking/s/UEc8pAl61b
2•m00dy•44m ago•0 comments

What's the cost of the most expensive Super Bowl ad slot?

https://ballparkguess.com/?id=5b98b1d3-5887-47b9-8a92-43be2ced674b
1•bkls•45m ago•0 comments

What if you just did a startup instead?

https://alexaraki.substack.com/p/what-if-you-just-did-a-startup
5•okaywriting•52m ago•0 comments

Hacking up your own shell completion (2020)

https://www.feltrac.co/environment/2020/01/18/build-your-own-shell-completion.html
2•todsacerdoti•55m ago•0 comments
Open in hackernews

Show HN: The kissing number theorem predicts particle masses from sphere packing

https://colab.research.google.com/drive/1_zDIOONfs4WvnpG7GDEH6hzSM25Fsu93?usp=sharing
2•AlekseN•1mo ago

Comments

AlekseN•1mo ago
Author here.

Zero free parameters. Here are the top three predictions:

1. Stack 12 oranges around one. Square it: 144. Multiply by electron mass. Result: Σ−Λ = 73.58 MeV This is the mass difference between two types of baryons (Σ and Λ particles). Experiment: 73.60 MeV. Error: 0.02%

2. α⁻¹ = 4π³ + π² + π = 137.036 The fine structure constant — it controls how strongly light interacts with matter. Feynman called it "the greatest damn mystery in physics." Turns out: 4π³ (volume) + π² (surface) + π (circumference). Just geometry. Error: ~2 ppm

3. ρ_Λ/ρ_Pl = π⁻²⁴⁷ The ratio of dark energy density to Planck density. Quantum theory predicted this wrong by 10¹²² — the "worst prediction in physics." This formula fixes it. Error: 1.1%

The notebook verifies 7 "Crown Jewel" predictions (mean error 0.014%) plus additional tests across particle physics and cosmology. Runtime: ~5 seconds.

This isn't numerology — the kissing number K₃=12 is a proven theorem (Schütte-van der Waerden 1953). The E₈ lattice (K₈=240) won Viazovska the Fields Medal in 2022.

Visual summary: https://raw.githubusercontent.com/AIDoctrine/fpc-ae1r/main/U...

Paper: https://doi.org/10.5281/zenodo.18167072

Happy to discuss the math.

Jblx2•1mo ago
1. Isn't 1192.642 - 1115.683 = 76.959? (from part 0, table 0.1)

2. Aren't all numbers expressible in base pi? Also, doesn't adding a volume plus an area plus a length have a units consistency issue?

AlekseN•1mo ago
Good catches!

1. You're right I should clarify: the formula uses Σ⁺ (1189.37 MeV), not Σ⁰ (1192.642 MeV). Different isospin states.

   Σ⁺ - Λ = 73.69 MeV
   UCT: 12² × mₑ = 73.58 MeV  
   Error: 0.14%
2. Two parts:

   a) "Any number expressible in base π" true, but the claim isn't 
      that 137 ≈ something×π. It's that α⁻¹ = 4π³ + π² + π with 
      INTEGER coefficients {4, 1, 1} arising from kissing number geometry.
      
   b) "Units issue" these are dimensionless coefficients, not literal 
      m³ + m² + m. The "volume/surface/circumference" is structural 
      (π³, π², π¹ powers), not dimensional.
Fair questions thanks for the rigor check!
Jblx2•1mo ago
What if I like Euler's number better than pi?

    e^4 + 5*e^2 + 16*e + 2*e^0 = 137.03594
That's a lot closer to 137.035999177 than the pi approximation (137.03630)

EDIT

better yet:

            3*e^4 -  5*e^3 + 20*e^2 - 28*e +  2*e^0 = 137.035996
            5*e^4 -  9*e^3 + 11*e^2 -  9*e - 12*e^0 = 137.035998
            2*e^4 + 22*e^3 - 61*e^2 -  6*e + 53*e^0 = 137.03599937
    2*e^5 + 6*e^4          - 53*e^2 - 47*e + 32*e^0 = 137.03599922
AlekseN•1mo ago
Excellent numerology! But here's the key question: can your e-polynomial derive OTHER constants? UCT's π-formula α⁻¹ = 4π³ + π² + π isn't chosen because it's "close" it's chosen because the SAME geometric framework derives:

Proton mass: m_p/m_e = 6π⁵ (0.0017% error) Muon mass: m_μ/m_e = 2π⁴ + 12 (0.024% error) Tau mass: m_τ/m_e = (π⁷·ln10)/2 (0.0003% error) Weinberg angle: sin²θ_W = φ/7 (0.027% error) Cosmological constant: ρ_Λ/ρ_P = π^(-247) (1.1% error)

The difference between numerology and physics:

Numerology: Find ONE formula that fits ONE number Physics: Find ONE framework that predicts MANY numbers

Your e⁴ + 5e² + 16e + 2 = 137.036 is impressive! Now use those same coefficients (1, 5, 16, 2) to predict the proton mass. If you can't, it's a coincidence. If you can, publish immediately. UCT coefficients (4, 1, 1) come from π-exponents in the Duality Theorem connecting α to E₈ geometry. They're not fitted they're derived.

Jblx2•4w ago
This is not my area. I've never seen powers of pi used in geometry or anywhere else for that matter. Where is a good introductory resource for geometry that uses powers of pi? Why does the tau mass need the natural log of 10?