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How a Non-Theorist and Two AIs Proved a Theorem

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6591059
1•dmweinhold•1m ago•0 comments

Deep Research for Infra

https://twitter.com/tekbog/status/2044887710859772010
1•tekbog•1m ago•0 comments

NBA in Active Talks with Kalshi, Polymarket on Prediction Market Deal

https://basketball.realgm.com/wiretap/285146/NBA-In-Active-Talks-With-Kalshi-Polymarket-On-Predic...
1•cdrnsf•2m ago•0 comments

Show HN: Ternary Bonsai, delivering top intelligence at 1.58 bits

https://twitter.com/PrismML/status/2044833023682896134
1•bansaltushar92•3m ago•0 comments

Claude Opus 4.7's new tokenizer: 1.47x on English, 1.01x on Chinese

https://www.claudecodecamp.com/p/i-measured-claude-4-7-s-new-tokenizer-here-s-what-it-costs-you
1•aray07•5m ago•0 comments

We're AvantiRMG – helping practices profit and increase revenue

https://avantirmg.com/
1•rbani•5m ago•0 comments

Kent Beck: Parkinson's

https://tidyfirst.substack.com/p/parkinsons
2•umbula•5m ago•0 comments

Catai – Virtual pixel art cats for macOS that chat with you via Ollama

https://github.com/wil-pe/CATAI
1•will-pe•7m ago•0 comments

Show HN: Honeymux, a TUI wrapper for tmux that simplifies agent-driven workflows

https://hmx.dev
1•aarcamp•8m ago•0 comments

Show HN: Lazyspotify, a Beautiful TUI for Spotify

https://github.com/dubeyKartikay/lazyspotify
1•dubeyKartikay•8m ago•0 comments

Why Is Everyone's Robot Folding Clothes?

https://itcanthink.substack.com/p/why-is-everyones-robot-folding-clothes
1•sebg•11m ago•1 comments

Waves hit different on other planets

https://news.mit.edu/2026/waves-hit-different-on-other-planets-0416
1•gnabgib•11m ago•0 comments

NYC Automated Employment Decision Tools: Frequently Asked Questions (2023) [pdf]

https://www.nyc.gov/assets/dca/downloads/pdf/about/DCWP-AEDT-FAQ.pdf
1•petethomas•12m ago•0 comments

Lyra 2.0: Explorable Generative 3D Worlds

https://arxiv.org/abs/2604.13036
2•gmays•14m ago•0 comments

LLMs and Agents: How do they Work?

https://mattrogish.com/blog/2026/03/20/llms-agents-how-do-they-work/
1•MattRogish•15m ago•0 comments

Legos vs. 3D Printers

https://koaning.io/posts/legos-vs-3d-printers/
1•sebg•15m ago•1 comments

From SIMT to Systolic: A Foundation for GPU and TPU Architecture

https://twitter.com/MainzOnX/status/2044462083010662771
1•matt_d•15m ago•0 comments

Sapient Perception Raised €2M to Help Drones See Everything

https://www.siliconsnark.com/sapient-perception-raised-eu2m-to-help-drones-see-everything-and-vc-...
1•SaaSasaurus•17m ago•0 comments

Robots Don't Work

https://www.squarehammerlabs.com/blog/robots-dont-work
1•gsteph22•21m ago•0 comments

Generate coherent personas from pop culture universes

https://www.npmjs.com/package/loredata
1•theorchid•23m ago•0 comments

Atomic Operations in Go

https://iampavel.dev/blog/atomic-operations-go
2•birdculture•27m ago•0 comments

The Case for AI "Cooperatives"

https://www.nunodonato.com/the-case-for-ai-cooperatives/
1•nunodonato•27m ago•0 comments

Free airport ride exchange platform

https://airportswap.com/
2•PaulHoule•28m ago•0 comments

A Better R Programming Experience Thanks to Tree-sitter

https://ropensci.org/blog/2026/04/02/tree-sitter-overview/
13•sebg•29m ago•0 comments

AI's Next Frontier: People Skills

https://www.theatlantic.com/technology/2026/04/chatbot-ai-race-emotional-intelligence/686830/
1•paulpauper•29m ago•0 comments

I built a game: convince an AI bouncer you're also an AI in 3 messages

https://www.clankerpass.com/
3•alex-onecard•30m ago•0 comments

History Is Running Backwards

https://www.theatlantic.com/magazine/2026/05/reactionary-traditionalism-worldview/686597/
1•paulpauper•30m ago•0 comments

WordPress needs to refactor, not redecorate

https://joost.blog/wordpress-refactor-not-redecorate/
1•gmays•31m ago•0 comments

The Iterated Surgeon's Dilemma

https://substack.com/@scorry/p-194448803
1•paulpauper•33m ago•0 comments

New AI Paradigm: Communitized RL

https://audn.substack.com/p/from-personalized-to-communitized
2•ozgurozkan999•33m ago•2 comments
Open in hackernews

Show HN: acmsg (automated commit message generator)

https://github.com/quinneden/acmsg
15•qeden•11mo ago
A cli tool written in python for generating commit messages based on the staged changes in a repository using AI models through the OpenRouter API.

Comments

infocollector•11mo ago
Looks like openrouter api can be self-hosted, which means you should be able to run this locally. If anyone is able to run this with ollama, please do post how you did that? :)
theblazehen•11mo ago
The openrouter api is the same as the openai api, so you should be able to use the openai api compatibility built into ollama after updating the url in /src/acmsg/constants.py
pvdebbe•11mo ago
Maybe I am a bit old-fashioned but I think the commit message should convey intent and not content of the diffs. Perhaps the real utility of this is to describe existing commits in a repository.
owebmaster•11mo ago
I'm also old-fashioned but I always thought it made much more sense to give a content diff, it makes it easier to find changes.
JimDabell•11mo ago
The commit itself is the content diff. Repeating that in the log message is redundant.
owebmaster•11mo ago
no, it is not redundant, a summary makes it easier to search and find the correct commit to read the full diff.
hiatus•11mo ago
Isn't that solved with blame?
InsideOutSanta•11mo ago
I don't understand the reasoning for persisting LLM output that can be generated at any point. If I want to use an LLM to understand someone else's commits, I can use the LLM best suited for that task at the time I need the information, which will likely be more accurate than what was available at the time of the commit and will have access to more context.

I also believe that commit messages should focus on information the code doesn't already convey. Whatever the LLM can generate from looking at your code is likely not the info I'll seek when I read your commit message.

bee_rider•11mo ago
It looks like it just is based on the git diff and status, at least as far as I can tell in a quick skim…

Hypothetically, a tool like this could ingest the bug report you were fixing, some emails, etc etc. It could also read the whole project (to get more context than just the diff). In principle there’s no reason it couldn’t relay more info than just the diff, in some extreme form…

Also, it could be seen as producing a starting point. When a person picks which AI generated text to keep, that is enough to add a bit of human spark into the system, right?

nickcw•11mo ago
When you are looking through commit messages, "Why?", Is the question you want answered. The diff contains "What?" and "How?".

Assuming that the commits in this repo were generated by this tool it is missing the "Why?".

myrmidon•11mo ago
Fully agree. Also, using LLMs for things like this can have bad side-effects, too, simply because it raises the noise-floor:

By spelling out things that are not noteworthy enough for a human, you make it more difficult to find comments that are (and were). Injecting a lot of irrelevant information can hamper understanding even if it is technically completely correct.

flysand7•11mo ago
You are talking about the commit message body, right, not just the header? Because for me it's something similar, but:

Header: Contains "What" and the scope of the changes, as short as possible Body: Contains "Why" and the full explanation of the change

trallnag•11mo ago
So what kind of commit subject do you expect for fixing a single typo? Or bumping the patch version of a random dependency?
Xiol32•11mo ago
Do you need an LLM to create those commit messages?
alzamixer•11mo ago
I use the following script to allow copilot vim plugin to help me.

```plaintext name=../../bin/assisted-commit

#!/bin/bash

# Run git commit with --verbose --dry-run and save the output git commit --verbose --dry-run > ./commit.message

# Prepend # to every line and add "conventional commit message:" at the end sed -i 's/^/# /' ./commit.message echo "# uncommented conventional commit message using feat, fix or doc flags. !beakingchange iff change breaks backward compatibility:" >> ./commit.message echo "" >> ./commit.message

# Open the file in vim for editing, with cursor on a new line at the end and in insert mode vim +':normal Go' +startinsert ./commit.message

# Filter out commented lines and save to a temporary file grep -v '^#' ./commit.message > ./commit.message.filtered

# Commit using the filtered file git commit -F ./commit.message.filtered

# Delete the files rm ./commit.message ./commit.message.filtered

```

esafak•11mo ago
Don't forget to include committed code in the context when amending.
theknarf•11mo ago
This is worse than useless.

The commit message is supposed to contain the details that you can't just glance from the code. Why a certain decision was made, or the pro's and con's of a decision, a link to a relevant Github / Jira issue, etc.

jasonjmcghee•11mo ago
> a link to a relevant Github / Jira issue, etc.

So important!

Makes all devs lives so much easier.

Though you know someone is going to tweak the lint rules at some point and have the top commit on nearly every line at a certain point in time.

Is there a "non-functional change commit" dictionary for git blame to ignore these? I would use that feature...

cylinderthought•11mo ago
Just click the copilot button in any ide to generate an automated commit message in less than one second. This is effectively useless.