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Show HN: Paper Arena – A social trading feed where only AI agents can post

https://paperinvest.io/arena
1•andrenorman•1m ago•0 comments

TOSTracker – The AI Training Asymmetry

https://tostracker.app/analysis/ai-training
1•tldrthelaw•5m ago•0 comments

The Devil Inside GitHub

https://blog.melashri.net/micro/github-devil/
2•elashri•5m ago•0 comments

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

https://github.com/ricardomoratomateos/distill
1•ricardomorato•5m 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•6m 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•7m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model by Mitchellh

https://github.com/ghostty-org/ghostty/pull/10559
1•samtrack2019•7m ago•0 comments

Software Factories and the Agentic Moment

https://factory.strongdm.ai/
1•mellosouls•8m ago•1 comments

The Neuroscience Behind Nutrition for Developers and Founders

https://comuniq.xyz/post?t=797
1•01-_-•8m ago•0 comments

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

https://taylor.town/bang-bang
1•surprisetalk•8m 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•10m ago•0 comments

Could ionospheric disturbances influence earthquakes?

https://www.kyoto-u.ac.jp/en/research-news/2026-02-06-0
2•geox•12m ago•1 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•13m ago•0 comments

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

https://cloudbot-ai.com
1•fainir•15m ago•0 comments

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

https://poddley.com
1•onesandofgrain•16m ago•0 comments

Same Surface, Different Weight

https://www.robpanico.com/articles/display/?entry_short=same-surface-different-weight
1•retrocog•18m 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•23m ago•0 comments

The first good Raspberry Pi Laptop

https://www.jeffgeerling.com/blog/2026/the-first-good-raspberry-pi-laptop/
3•Brajeshwar•23m ago•0 comments

Seas to Rise Around the World – But Not in Greenland

https://e360.yale.edu/digest/greenland-sea-levels-fall
2•Brajeshwar•23m ago•0 comments

Will Future Generations Think We're Gross?

https://chillphysicsenjoyer.substack.com/p/will-future-generations-think-were
1•crescit_eundo•26m 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•29m 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•30m ago•0 comments

Impl Rust – Avro IDL Tool in Rust via Antlr

https://www.youtube.com/watch?v=vmKvw73V394
1•todsacerdoti•30m ago•0 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
3•vinhnx•31m ago•0 comments

minikeyvalue

https://github.com/commaai/minikeyvalue/tree/prod
3•tosh•36m ago•0 comments

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

https://github.com/eval-exec/neomacs
1•evalexec•41m ago•0 comments

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

https://moli-green.is/
2•ShinyaKoyano•45m ago•1 comments

How I grow my X presence?

https://www.reddit.com/r/GrowthHacking/s/UEc8pAl61b
2•m00dy•46m 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•47m 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•54m ago•0 comments
Open in hackernews

City halts police license plate reader program after public pushback

https://communityimpact.com/austin/south-central-austin/government/2025/06/04/austin-to-halt-police-license-plate-reader-program-after-public-pushback/
17•1659447091•8mo ago

Comments

skyyler•8mo ago
>APD leaders including Chief Lisa Davis said ALPRs have proven to be a key crime-fighting tool that helped the short-staffed police department

>short-staffed police department

https://www.austinmonitor.com/stories/2023/08/council-approv...

More funding than ever, yet they're somehow short-staffed? Is that right?

xhkkffbf•8mo ago
Given salary, overtime and benefits, a single cop is more expensive than the license plate reader contract.
stonogo•8mo ago
Austin has a bad reputation amongst LEO, since the city passed oversight measures that many officers consider excessive.
skyyler•8mo ago
Any oversight seems to be too much for American cops.
os2warpman•8mo ago
>More funding than ever, yet they're somehow short-staffed? Is that right?

Yes.

This may come as a surprise to you but the United States of America is severely under-staffed when it comes to police, especially given its higher crime rate compared to other developed countries. Cities are the most critically under-staffed, though some rural areas may have few, or no, local dedicated police resources.

Austin PD has a staff of slightly over 2,000, with 1,816 positions for police officers, with 330 vacancies. Let's call that 1,500 officers. Austin, TX has a population estimate for 2024 of 993,588. 1,500 patrol officers for 993,588 people is a rate of 150 per 100k.

Those 1,500 officers responded to 286,035 incidents in 2024: https://app.powerbigov.us/view?r=eyJrIjoiNjJhMmU4YTMtM2IyZS0...

That's 190 calls per officer per year.

Birmingham, England has a population of 1,157,603. Let's call 990k and 1,100k "close enough". It is covered by the West Midlands Police territorial police force. West Midlands has a staff of 12,511, with roughly 8,000 officers. West Midlands has a population of 2,953,816. That is a rate of 270 officers per 100k.

Those 8,000 officers responded to 736,532 calls for service. https://www.police.uk/pu/your-area/west-midlands-police/perf...

That's 92 calls per officer per year.

150 vs 270 officers per 100k

190 vs 92 calls per officers per year

On top of all of that, Austin cops are much more likely to encounter an armed individual, much more likely to encounter an individual under the influence of drugs, have received much less training than the West Midlands officer, and are much, MUCH more likely to be on a call alone, far from backup.

This is a pattern repeated across the United States, yes with exceptions, but IN GENERAL the norm is for officers in the US to basically burn out after 4-7 years due to overwork.

You can compare officers per 100k here: https://en.wikipedia.org/wiki/List_of_countries_and_dependen...

The US has the same per-capita number of police as France, but has 5x the murders, 6x the firearms, and 1/4th the training.

The solution is to hire more, pay more, and train more, but there we go being cheap again!

I assert the police are a reflection of the society they serve, and we are cheap, poorly educated, violent dickheads so I expect nothing less from our cops.

ahmeneeroe-v2•8mo ago
I've never seen this type of policing data. Thanks for sharing.

>we are cheap, poorly educated, violent dickheads so I expect nothing less from our cops

Amazing (and true)

skyyler•8mo ago
How do the budgets of the West Midlands Police and the Austin PD differ?
os2warpman•8mo ago
For 2025:

Austin: $525,190,972

https://budget.austintexas.gov/#!/year/2025/operating/0/fund...

West Midlands: £842,588,000 ($1,144,307,581)

https://www.westmidlands-pcc.gov.uk/wp-content/uploads/2025/... (page 17)

Based on population that is $528 per resident in Austin and $387 per resident in the West Midlands. I can assure you that crime is way more than 36% higher in Austin. Income is approximately double in Austin, though.

Austin has spectacular reporting on their spending. As far as I can tell West Midlands does not. They just have broad categories (not defined in the budget document) like "Local Policing", "Major Crime", and "Security" among others. There may be other resources but (shrugging guy emoji).

A huge part of Austin's budget is.. drumroll... Healthcare!

skyyler•8mo ago
> I can assure you that crime is way more than 36% higher in Austin.

Do you have any guesses on why that is?

>A huge part of Austin's budget is.. drumroll... Healthcare!

Wow, that's actually not surprising at all.

os2warpman•8mo ago
>Do you have any guesses on why that is?

Mainly income inequality coupled with a severe lack of a social safety net. Contributing factors are guns and practically non-existent mental health care for the poor.

ProllyInfamous•8mo ago
One of these was just erected on my commute in mid-sized US town — and didn't last longer than a week (not sure of its downfall). Not popular, but you're seeing them more often in all affluencies of town.