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Scaling Auto-Research Loops for Efficient Agent Harnesses

https://nvlabs.github.io/SoL-Pi/
2•adr1an•1h ago

Comments

adr1an•1h ago
I found this work very interesting, specially the section about having a swarm (or 5 small teams.) and make the savings really matter.

Not sure how useful it may be to me, in my daily use. My tasks are way more encapsulated (e.g. edit the CSS of this website for me) than the "long horizon" that Edge-Bench aims to represent (e.g. working on a math theorem)

1•ray927•29s ago

Eli's Software Encyclopedia

https://elisoftware.org/wiki/Main_Page
1•baal80spam•33s ago•0 comments

Any nerds out there who've read a lot of research papers?

2•shriy-singh•1m ago•0 comments

GizmoSQL changes the unit economics for AI analyst companies

https://emms21.github.io/gizmosql-followup/
1•emms21•6m ago•1 comments

I'm Begging You: Never Write with A.I

https://www.nytimes.com/2026/08/04/opinion/artificial-intelligence-ai-writing.html
2•ferryth•7m ago•1 comments

Lateline: A Mind of Their Own (1996) [video]

https://www.youtube.com/watch?v=WFeeVJR5rVc
1•sanbor•7m ago•0 comments

Privacy: The Sequel (2015)

https://www.theawl.com/2015/09/privacy-the-sequel/
1•bookofjoe•9m ago•0 comments

Haversine Law

https://www.johndcook.com/blog/2026/09/21/haversine-law/
1•ibobev•10m ago•0 comments

Nathaniel Bowditch

https://www.johndcook.com/blog/2026/09/22/nathaniel-bowditch/
1•ibobev•10m ago•0 comments

GLiNER2.5-Decide

https://huggingface.co/fastino/GLiNER2.5-Decide
1•trollied•12m ago•0 comments

ChatGPT is my (new) GTD interface

https://raywu.org/chatgpt-is-my-gtd-interface
1•raywu•12m ago•0 comments

Show HN: Denizlihub

https://denizlihub.com/
1•denizlihub•13m ago•0 comments

Show HN: Inkdom – Draw loops on the real world map to claim territory

https://inkdom.io/
1•Nuze•15m ago•0 comments

Show HN: Lini – one language for diagrams, charts, schematics and drawings

https://lini.rs/
1•monfared•15m ago•0 comments

Claude can't stop itself from writing code comments

https://bayes.net/shut-up-and-swe-bench/
1•tadamcz•17m ago•0 comments

Show HN: Fine-tuned 110M encoder beat 7B LLMs and hybrid search for NIST mapping

https://github.com/applied-inference-lab/autormf-ml-lab
1•jpusateri•17m ago•0 comments

Show HN: Little Memory 2.0, one-line-a-day journal, offline-first

https://apps.apple.com/us/app/little-memory-one-line-a-day/id514233379
1•ivantse•18m ago•0 comments

Why No One Wants to Date Tech Bros

https://www.wired.com/story/tech-bros-dating-palantir-tesla/
5•1vuio0pswjnm7•18m ago•0 comments

File notification side channel leakage on Linux, Android, Windows, and macOS

https://inoti.fyi/
3•iamnothere•19m ago•1 comments

AlloyDB's Agentic Database Architecture

https://cloud.google.com/blog/products/databases/alloydbs-agentic-database-architecture
1•qianli_cs•19m ago•0 comments

GTA 6 $400 Collector's Edition Comes with Everything Except the Game

https://www.gamespot.com/articles/gta-6-400-collectors-edition-comes-with-everything-except-the-g...
2•toilet•21m ago•0 comments

Show HN: FluxCast – Stream Linux Desktop to a Smart TV via Miracast

https://github.com/IlyaP358/fluxcast
1•Illium•24m ago•0 comments

Can Java's Adjoint Automatic Differentiation Compete with C++?

https://nablatensor.com/blog/xad-matlogica-aadc-monte-carlo-benchmark
4•petrpravda•25m ago•0 comments

A24 making an SCP movie without anybody from The SCP Foundation involved

https://www.avclub.com/a24-scp-vhs-movie-without-scp-foundation
1•ravenical•27m ago•0 comments

Is there word or term for $Trillion valued companies not having perfect UI?

2•kingleopold•29m ago•2 comments

AI labs need to start funding historical research

https://resobscura.substack.com/p/ai-labs-need-to-start-funding-historical
2•benbreen•29m ago•0 comments

Ask HN: Folks familiar with infections after TKA

1•zafka•31m ago•0 comments

As HN: How do you coach new grads in AI Native dev environments?

1•antoineMoPa•32m ago•0 comments

When AI writes almost all code, what happens to software engineering?

https://newsletter.pragmaticengineer.com/p/when-ai-writes-almost-all-code-what
2•gpi•34m ago•1 comments

Flip Fluid Simulation on Flip Dot Display [video]

https://www.youtube.com/watch?v=aZzOWnEWgww
2•ayoubd•35m ago•0 comments