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Using LLMs to make novel research discoveries

https://github.com/t8/autolab
1•tatef•2h ago

Comments

tatef•2h ago
Hi HN!

Coming to you today with Autolab, a framework I built that combines Ralph loops and Karpathy's autoresearch to design and run tests and make novel research discoveries. I hope one day a similar framework can be used with hardware, but for now, I've been using this tool in my workflows and find it incredibly useful. Wanted to share.

Adaptive Thinking Doesn't Change Quality. It Changes Variance

https://vexjoy.com/posts/adaptive-thinking-variance/
1•AndyNemmity•1m ago•0 comments

Ask HN: Why isn't Anthropic eating their own dogfood? A Max subscriber's view

1•jandoze•1m ago•0 comments

12k Tons of Dumped Orange Peel Grew into a Landscape Nobody Expected (2017)

https://www.sciencealert.com/how-12-000-tonnes-of-dumped-orange-peel-produced-something-nobody-im...
3•pulisse•4m ago•0 comments

U.S. Official Sarah Rogers Visits Korea, Criticizes Censorship Bill

https://www.chosun.com/english/world-en/2026/03/28/WK7NJTRR5BFNRI6U3FFEQNO5UI/
1•mooreds•6m ago•0 comments

AMD's senior director of AI thinks 'Claude has regressed'

https://www.pcgamer.com/software/ai/amds-senior-director-of-ai-thinks-claude-has-regressed-and-th...
1•evo_9•6m ago•0 comments

Safeguarded AI

https://aria.org.uk/opportunity-spaces/mathematics-for-safe-ai/safeguarded-ai/
2•mooreds•6m ago•0 comments

Are Local LLMs Good Enough for Vibe Coding? Gemma4-26B-A4B vs. Qwen3.5-35B-A3B

https://grigio.org/are-local-llms-good-enough-for-vibe-coding-gemma4-26b-a4b-vs-qwen3-5-35b-a3b/
1•grigio•8m ago•0 comments

The Future of Everything Is Lies, I Guess

https://aphyr.com/posts/411-the-future-of-everything-is-lies-i-guess
2•Tomte•8m ago•0 comments

I Built a Wiki LLM

https://99helpers.com/wiki/security-kb
1•nickk81•9m ago•1 comments

AI Will Not Make You Rich

https://colossus.com/article/ai-will-not-make-you-rich/
2•speckx•9m ago•0 comments

Diffuse AI Issue 1

https://www.diffuseai.pub/p/diffuse-ai-issue-1
1•charlesxjyang•10m ago•1 comments

What causes most App Store rejections in your workflow?

https://appcompliance.io/
1•Eryq•10m ago•0 comments

Show HN: Dial Tone – an iOS rhythm game inspired by Slide to Unlock

https://fidgetwinner.com/making-dialtone
1•fidgetwinner•11m ago•0 comments

Show HN: Developed a solution to automate ASO keyword research

https://respectaso.com/
1•sinthes•12m ago•0 comments

DispoRx: Using Agentic AI as a high-fidelity simulator for ER workflows

https://www.disporx.com/resources/disporx-launches-agentic-ed
1•chmoder•12m ago•1 comments

.env is safe but your –/.claude is not

https://github.com/PrismorSec/immunity-agent/blob/main/README.md
5•noobcoder•14m ago•1 comments

Slople – Can you tell real ML papers from AI-generated ones?

https://ml5885.github.io/slople/
2•bearseascape•14m ago•1 comments

Show HN: Kindling – reverse-engineered kindlegen, ~7,000x faster in Rust

https://github.com/ciscoriordan/kindling
1•ciscoriordan•14m ago•0 comments

"whole civilization will die tonight"

https://www.cnn.com/2026/04/07/world/live-news/iran-war-trump-us-israel
6•eth0up•15m ago•3 comments

How to Think About Dynamic Systems: Working with Phase Space

https://chillphysicsenjoyer.substack.com/p/how-to-think-about-dynamic-systems
1•crescit_eundo•15m ago•0 comments

Don't get used to Skills, they'll (mostly) be gone in a year

https://armanckeser.com/writing/skills-in-a-year
1•armanckeser•16m ago•0 comments

Show HN: Video Commander – A desktop IDE for video engineers (FFmpeg, VMAF)

https://video-commander.com
1•alfg•18m ago•0 comments

Design by Hand, Code by Agent - Edit styles, layout and content in the browser

https://cssstudio.ai
1•anyg•20m ago•1 comments

So where are all the AI apps?

https://www.answer.ai/posts/2026-03-12-so-where-are-all-the-ai-apps.html?lid=xo0tsixagpje
2•speckx•20m ago•0 comments

Show HN: Falcon Builder – the modular OS for designing and deploying AI agents

https://www.falconbuilder.dev/
1•mecarc•21m ago•0 comments

Sybilproof reputation mechanisms (2005) [pdf]

https://dl.acm.org/doi/pdf/10.1145/1080192.1080202
1•perfmode•22m ago•0 comments

How to Use Standard HTML Video and Audio Lazy-Loading

https://engineering.squarespace.com/blog/2026/how-to-use-standard-html-video-and-audio-lazy-loadi...
1•beeandapenguin•22m ago•0 comments

AI alignment: the signal is the goal

https://substack.com/home/post/p-193080562
1•atzeus•22m ago•0 comments

Show HN: Vibe-coded your repo? Drift finds the architecture problems

https://mick-gsk.github.io/drift/
1•sauremilk•23m ago•0 comments

Someone good at CSS help, my website design is dying

https://ahti.space/~nortti/writeups/my-website-design-is-dying.html
1•birdculture•23m ago•0 comments