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How far can $1k take you when training an agentic LLM from scratch?

https://www.nanoswe.com/blog.html
1•nvtop•40m ago

Comments

nvtop•40m ago
> We speedrun SWE-bench Verified by training from scratch on agentic trajectories. Speedrunning is strikingly effective: our $60 run achieves 5.0% pass@1, matching Claude 2, the SOTA at SWE-bench's release. With $1000 of train compute, our speedrun reaches 11.0% pass@1, outperforming Claude 3 Haiku (7.2%). nanoswe.com/blog.html

Show HN: Helicon – Desktop App for Meta's Muse Code CLI (Linux, Windows, macOS)

https://github.com/HarjjotSinghh/helicon
1•harjjotsinghh•1m ago•0 comments

Show HN: Ecsodus – Migrate AWS Copilot apps to Terraform without losing prod

https://github.com/moneytool/ecsodus
1•moneytool•1m ago•0 comments

Show HN: Autograph – a music notation editor you can drive with Claude over MCP

https://autographmusic.com
1•yetanotheruser•1m ago•0 comments

Mozilla Introduces Firefox Enterprise

https://www.firefox.com/en-US/enterprise/
1•recvonline•2m ago•0 comments

A Visual Intro to Complex Numbers

https://photonlines.substack.com/p/a-visual-intro-to-complex-numbers
1•surprisetalk•3m ago•0 comments

Show HN: Opensidian

https://opensidian.org/
1•jpzk•3m ago•0 comments

HumanLayer: Multiplayer Coding Agent Workspace

https://www.humanlayer.dev/
1•saikatsg•3m ago•0 comments

I built a new feature for my blog using my voice

https://simonw.substack.com/p/i-built-a-new-feature-for-my-blog
1•throwaway2037•3m ago•0 comments

MDMA: An open-source LLM inference engine built with Rust

https://github.com/seuros/mdma
1•urzil•3m ago•1 comments

Show HN: AI Crimes, a game where you spot the bug an AI wrote

https://solveaicrimes.com
1•alexvervloet•5m ago•1 comments

Show HN: Run your agents across E2B, Daytona and more. steer them from anywhere

https://github.com/jaygupta17/otto
1•gupta_jay17•7m ago•0 comments

Round of New Domain Endings

https://kgolubic.com/posts/the-2026-new-gtld-round/
1•taubek•9m ago•0 comments

Is there anyone to promote my extension? It has 17 useful features

https://chromewebstore.google.com/detail/digital-shield-tab-suspen/pkonihncnkmbejhhjadaognganhinnhc
1•digitaShida•11m ago•2 comments

Skgate – the MCP hub that just works

https://github.com/helv-io/skgate
1•helvio88•11m ago•1 comments

The relationship between anger and creative performance

https://www.tandfonline.com/doi/full/10.1080/02699931.2024.2392614
2•nreece•12m ago•0 comments

History

1•ArthurFischerp•14m ago•0 comments

Rendering JSX without a browser by embedding Node.js in a native program

https://www.forbear.dev/log/003-ui-from-javascript.html
1•Gabrielmfern•15m ago•1 comments

Show HN: Settings-TUI – Lightweight Linux Settings Center in Rust

https://github.com/ziuus/settings-tui
1•noelyt101•15m ago•0 comments

"Rogue agents find a way out": AI communes with evil.com after bypassing sandbox

https://www.machine.news/rogue-agents-will-always-find-a-way-out-ai-communes-with-evil-com-after-...
1•LargeLingoMod•17m ago•0 comments

Pi Pocket: Mobile-First Web App for Pi Durable Agents

https://github.com/TannerMidd/pi-pocket
1•jwarden•18m ago•0 comments

Show HN: Deep Recall – portable memory you own for Claude, ChatGPT and agents

https://getdeeprecall.com/
1•nechmads•18m ago•0 comments

Show HN: Acceptodds a Prediction Market for Research

https://acceptodds.com
1•armstrongb•19m ago•0 comments

Which Experts Should You Trust on AI Doom?

https://www.richardhanania.com/p/which-experts-should-you-trust-on
1•paulpauper•21m ago•0 comments

FIFA World Cup 2030: Netflix Scores Exclusive Broadcast Rights in Spain and Ando

https://www.netflix.com/tudum/articles/fifa-world-cup-2030-watch-live-netflix
1•absqueued•23m ago•1 comments

A Great Nobel

https://www.grumpy-economist.com/p/a-great-nobel
1•paulpauper•24m ago•0 comments

Show HN: Forkcast, a meal planner and tracker with focus on weekly planning

https://check-forkcast.tizzy.dev/
1•tizzyapunkt•24m ago•0 comments

Are we going to kill each other due to AI?

https://ramblings.gtpware.eu/2026/10/12/are-we-going-to-kill-each-other-due-to-ai/
2•GTP•26m ago•0 comments

Handwritten Records Reveal Scale of Warming in the Congo

https://e360.yale.edu/digest/congo-climate-records
1•Brajeshwar•26m ago•0 comments

Wikipedians Believed AI Would Come and Go. They Were Wrong

https://www.wired.com/story/book-excerpt-the-last-best-place-on-the-internet-wikipedia-artificial...
2•Brajeshwar•27m ago•0 comments

One short prompt can burn all of your tokens

https://hackstery.com/2026/10/13/meta-metadata-unbounded-consumption-in-llms/
2•mik0w•27m ago•0 comments