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Show HN: Abstract Port Graphs

https://www.portgraphs.com/
2•ebhn•1d ago
Abstract Port Graphs is a framework for building Domain Specific Languages (DSLs), where programs are represented as graphs. This project was created in pursuit of the ARC AGI challenge (more details on that at https://arcprize.org). By building a DSL on top of it for ARC puzzles, I was able to create compact solutions to the puzzles, which can be generated automatically via program synthesis techniques. The goal here was to explore program synthesis and symbolic AI approaches. The rationale for using graphs was the ability to detect isomorphisms between equivalent programs, leading to reusable components. The page includes additional links to the GitHub repo and a brief paper on the project. Would love feedback on the work, and to connect with anyone interested in ARC!

We built a tool that removes unsafe restaurant options before people argue

https://gustup.com/
1•alexroselli93•1m ago•1 comments

A Guide to the Boston Tech "Collapse" Everyone Is Arguing About

https://www.siliconsnark.com/a-guide-to-the-boston-tech-collapse-everyone-is-arguing-about/
1•SaaSasaurus•2m ago•0 comments

IBM AI ('Bob') Downloads and Executes Malware

https://www.promptarmor.com/resources/ibm-ai-(-bob-)-downloads-and-executes-malware
2•takira•2m ago•0 comments

Search in GitHub Notifications has no effect

https://github.com/orgs/community/discussions/51775
1•lucideer•3m ago•0 comments

Show HN: Impulse Cycler – Transient Motion Resynthesizer

https://aftertone.co/impulse-cycler/
1•oceanwaves•4m ago•0 comments

Show HN: Brag about what you shipped yesterday – gh-brag for GitHub PRs

https://github.com/jackchuka/gh-brag
1•jackchuka•4m ago•0 comments

Large Causal Models from Large Language Models

https://arxiv.org/abs/2512.07796
1•getnormality•5m ago•1 comments

Code for Cats – or how your LLM is a cosplayer

https://www.colincornaby.me/2026/01/code-for-cats-or-how-your-llm-is-a-cosplayer/
1•semanticist•5m ago•0 comments

The first privately funded space-based telescope is in the works

https://www.theverge.com/news/858671/schmidt-sciences-lazuli-space-telescope
1•Josh1794•6m ago•1 comments

The Anti-Homeschooling Mind Virus

https://www.thehomeschoolingcompany.com/blog/anti-homeschooling-mind-virus
3•garberchov•6m ago•2 comments

Valori – Deterministic Substrate for AI (Code and ArXiv Paper)

2•varshith17•10m ago•1 comments

Why Do Research Institutes Often Look the Same?

https://www.asimov.press/p/research-forms
2•mailyk•12m ago•0 comments

Founder Aura

https://olshansky.info/thoughts/2026-01-08-founder-aura
2•Olshansky•13m ago•1 comments

Abduction in Caracas

https://newleftreview.org/sidecar/posts/abduction-in-caracas
2•hackandthink•13m ago•0 comments

Show HN: I built a tool to automate fighting school zone speed camera tickets

https://schoolzonespeedingticket.com/
2•todaycompanies•13m ago•0 comments

Grief, leverage, and the future of manual coding

https://www.tymzap.com/blog/grief-leverage-and-the-future-of-manual-coding
2•tymzap•13m ago•0 comments

Experts Warn U.S. in Early Stages of Genocide Against Trans Americans

https://www.lemkininstitute.com/single-post/experts-warn-u-s-in-early-stages-of-genocide-against-...
11•DicIfTEx•14m ago•2 comments

We had six months left [audio]

https://adams-morning-walk.transistor.fm/episodes/we-had-six-months-left
2•thunderbong•16m ago•0 comments

He was called a 'terrorist sympathizer.' Now his AI company is valued at $3B

https://sfstandard.com/2026/01/07/called-terrorist-sympathizer-now-ai-company-valued-3b/
4•newusertoday•16m ago•0 comments

A mechanistic investigation into how transformer models hallucinate citations

https://www.saumilsrivastava.ai/blog/debugging-hallucinations-a-mechanistic-investigation-into-mo...
2•s4um1l•18m ago•0 comments

The AI SRE Your SRE Tells You Not to Worry About

https://kianjon.es/engineering/The-AI-SRE-Your-SRE-Tells-You-Not-To-Worry-About
2•kianjones9•19m ago•0 comments

Apple-TSMC: The Partnership That Built Modern Semiconductors

https://newsletter.semianalysis.com/p/apple-tsmc-the-partnership-that-built
3•klelatti•19m ago•0 comments

Show HN: Pydantic-AI-stream – Structured event streaming for pydantic-AI agents

https://github.com/opale-ai/pydantic-ai-stream
4•sbargaoui•19m ago•2 comments

Epiplexity to Beat DeepMind's Alchemy Meta RL Benchmark

https://github.com/RandMan444/epiplexity-alchemy/blob/main/A2C_EPN_Epiplexity_Public.ipynb
2•Phillip98798•20m ago•0 comments

Continuous Autonomy for the AI SDK

https://github.com/vercel-labs/ralph-loop-agent
2•mooreds•23m ago•0 comments

Ramp AI Index

https://ramp.com/data/ai-index
2•kaycebasques•25m ago•0 comments

Show HN: Catnip – Run Claude Code from Your iPhone Using GitHub Codespaces

https://github.com/wandb/catnip
4•vanpelt•26m ago•0 comments

GoTHub SSH Signup

https://gothub.org/signup.html
1•birdculture•27m ago•0 comments

In reversal, U.S. loosens guidance on alcohol

https://www.washingtonpost.com/health/2026/01/08/us-alcohol-limits-debate-health-risks/
3•krustyburger•29m ago•4 comments

High-performance graph library for JVM – 66/48x faster than Guava/JGraphT on BFS

https://github.com/sooniln/fastgraph
2•tooilln•29m ago•1 comments