frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

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•1m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model by Mitchellh

https://github.com/ghostty-org/ghostty/pull/10559
1•samtrack2019•2m ago•0 comments

Software Factories and the Agentic Moment

https://factory.strongdm.ai/
1•mellosouls•2m ago•1 comments

The Neuroscience Behind Nutrition for Developers and Founders

https://comuniq.xyz/post?t=797
1•01-_-•2m ago•0 comments

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

https://taylor.town/bang-bang
1•surprisetalk•2m 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•5m ago•0 comments

Could ionospheric disturbances influence earthquakes?

https://www.kyoto-u.ac.jp/en/research-news/2026-02-06-0
1•geox•6m 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•7m ago•0 comments

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

https://cloudbot-ai.com
1•fainir•10m ago•0 comments

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

https://poddley.com
1•onesandofgrain•11m ago•0 comments

Same Surface, Different Weight

https://www.robpanico.com/articles/display/?entry_short=same-surface-different-weight
1•retrocog•13m 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•17m ago•0 comments

The first good Raspberry Pi Laptop

https://www.jeffgeerling.com/blog/2026/the-first-good-raspberry-pi-laptop/
3•Brajeshwar•17m ago•0 comments

Seas to Rise Around the World – But Not in Greenland

https://e360.yale.edu/digest/greenland-sea-levels-fall
2•Brajeshwar•17m ago•0 comments

Will Future Generations Think We're Gross?

https://chillphysicsenjoyer.substack.com/p/will-future-generations-think-were
1•crescit_eundo•21m ago•0 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•24m 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•25m ago•0 comments

Impl Rust – Avro IDL Tool in Rust via Antlr

https://www.youtube.com/watch?v=vmKvw73V394
1•todsacerdoti•25m ago•0 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
3•vinhnx•26m ago•0 comments

minikeyvalue

https://github.com/commaai/minikeyvalue/tree/prod
3•tosh•30m ago•0 comments

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

https://github.com/eval-exec/neomacs
1•evalexec•35m ago•0 comments

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

https://moli-green.is/
2•ShinyaKoyano•39m ago•1 comments

How I grow my X presence?

https://www.reddit.com/r/GrowthHacking/s/UEc8pAl61b
2•m00dy•41m 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•41m 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•48m 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•51m ago•0 comments

Show HN: Gorse 0.5 – Open-source recommender system with visual workflow editor

https://github.com/gorse-io/gorse
1•zhenghaoz•51m ago•0 comments

GLM-OCR: Accurate × Fast × Comprehensive

https://github.com/zai-org/GLM-OCR
1•ms7892•52m ago•0 comments

Local Agent Bench: Test 11 small LLMs on tool-calling judgment, on CPU, no GPU

https://github.com/MikeVeerman/tool-calling-benchmark
1•MikeVeerman•53m ago•0 comments

Show HN: AboutMyProject – A public log for developer proof-of-work

https://aboutmyproject.com/
1•Raiplus•53m ago•0 comments
Open in hackernews

Randomness Testing Guide

https://random.tastemaker.design/
44•user070223•3mo ago

Comments

guytv•2mo ago
If you take the UTF-8 binary for “hello world” and paste it there, it passes 4 out of 5 randomness tests.

Strange.

(0110100001100101011011000110110001101111001000000111011101101111011100100110110001100100)

cnnlives9099•2mo ago
It looks like there is some repetition in the binary representation to me. English language phrases in UTF-8 are not going to look random.
Antibabelic•2mo ago
It is very easy for short strings to pass most of the tests.
dominicrose•2mo ago
Yes I tried with PHP and it failed with a size of 8800 for the Block Frequency Test, but it was fine at 880. Then I tried another random sequence of 8800 and it also failed the Autocorrelation Test.
jap•2mo ago
There was originally a bug in the GAlib random number generator... if I remember correctly, the guy who identified it told me this was found (or demonstrated) by making a scatter plot of generated numbers an observing there was a pattern to the data.
apwheele•2mo ago
I don't know what NIST says, but for the tests that use Chi-square, you can look at the left tail. Basically tests that have very small Chi-square values are "too close" to the expected distribution.

This is how Fisher critiqued Mendel's experiments -- they were too perfect!

seanhunter•2mo ago
I'm not sure whether it's still the case, but the state of the art some twenty years ago when I generated a random stream and wanted to test it, was the "diehard" suite[1] which started as an implementation of the tests suggested by Knuth in TAOCP and then was expanded from there. The version I had was in C that had been autogenerated by the gnu fortran complier from a fortran original, so the source code was even more impossible than normal quant code to understand. I understand it was superceded by "dieharder", which is a native C implementation I think.

Robert Brown has a page with a bunch of info about dieharder and statistical testing of random generators in general [2]

[1] https://en.wikipedia.org/wiki/Diehard_tests

[2] https://webhome.phy.duke.edu/~rgb/General/dieharder.php

camel-cdr•2mo ago
These days PractRand seems to be the best randomness test suite: https://pracrand.sourceforge.net/
seanhunter•2mo ago
Somewhat offtopic, but in case anyone is curious my random stream was a little daemon process I wrote. The problem was around 2000-ish Linux had a weakness in /dev/random where it would read from things like keyboard timings and feed them in as sources of entropy into a cryptographic sponge function that would write them into /dev/random and increase the entropy count. If you had a long-running Linux server, it didn't have anyone typing on the keyboard and the other entropy sources didn't generate that much entropy so your server would eventually run out of entropy in the pool and then would block when people tried to initiate ssl connections.

So I wrote a little "additional entropy daemon" that would read things like CPU temperature fluctuations, signal noise on soundcards if installed etc (I forget them all exactly but there were a few), "bleach them" so they had reasonable statistical properties (eg the soundcard one before bleaching was almost all zeros with just occasional spikes in it so you want that to be normalized a bit) mix them together somewhat chaotically and then feed them into the sponge function with a relatively low entropy estimate. This meant our servers wouldn't block. I used diehard to test the randomness of the sources I was using before and after the mixing.

The bug got fixed and people generally got comfortable using /dev/urandom rather than /dev/random, so my little process moved on to live on a farm with other daemon processes that were retired from use. I don't even have the source code any more.

gammalost•2mo ago
Unfortunatly the site is sloppy when explaining the subject.

For example

> Let's say we have the following binary string. s=00000000000000000000 It is obviously not random since there are no ones in the string. Therefore, we must check that there are roughly an equal number of zeros and ones in the string.