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Graph-based multi-agents smash long-context benchmarks–89% MMLU-Pro on 8B models

https://github.com/tjoo512/graph-of-agents
1•FeelTheAGI2•1h ago

Comments

FeelTheAGI2•1h ago
Dynamic graph structures for multi-agent collab—agents as nodes on data chunks, edges as comms. Crushes long-context (2K tokens vs. 128K) and hits 89% on MMLU-Pro with fewer agents than fixed teams. Model-agnostic, emergent smarts from graph topology. ICML paper, no hype, pure efficiency hack. Paper: arXiv:2509.21848 ICML: openreview.net/forum?id=34cANdsHKV

Amazon EC2 supports nested virtualization on virtual Amazon EC2 instances

https://aws.amazon.com/about-aws/whats-new/2026/02/amazon-ec2-nested-virtualization-on-virtual/
1•sikiladho•2m ago•0 comments

Ask HN: What are the biggest limitations of agentic AI in real-world workflows?

1•aadarshkumaredu•3m ago•0 comments

Show HN: SkillForge – Turn screen recordings into AI agent skills (SKILL.md)

https://skillforge.expert
1•YaraDori•4m ago•0 comments

AI Is Killing Art

https://natansessays.com/posts/the-future-of-ai-art/
1•JhonOliver•4m ago•1 comments

Dewdrops – Turn your Git repo into a single Markdown file for LLMs

https://github.com/MedUnes/dewdrops
1•medunes•5m ago•1 comments

Teaching Codex to Resolve Incidents

https://outcrop.app/blog/teaching-codex
1•imedadel•7m ago•0 comments

Unitree robot's martial arts performance at the Chinese New Year gala

https://twitter.com/zhao_dashuai/status/2023400800366858247
1•latchkey•8m ago•0 comments

AI Agent Lands PRs in Major OSS Projects

https://socket.dev/blog/ai-agent-lands-prs-in-major-oss-projects-targets-maintainers-via-cold-out...
1•bradyholt•9m ago•0 comments

Show HN: NadirClaw – Open-source LLM router with 10ms classification

https://github.com/doramirdor/NadirClaw
1•amirdor•14m ago•0 comments

Show HN: RunbookAI – Stop scrolling dashboards at 3 a.m., let AI investigate

https://github.com/Runbook-Agent/RunbookAI
1•EmTekker•15m ago•0 comments

Dish Pushes Volumetric 3D Printing to 0.6 Seconds

https://www.fabbaloo.com/news/dish-pushes-volumetric-3d-printing-to-0-6-seconds
1•thomasjb•15m ago•0 comments

Oscar-winning actor Robert Duvall dead at 95

https://www.cnn.com/2026/02/16/entertainment/robert-duvall-death
2•delichon•16m ago•0 comments

MiniMax's new open M2.5 and M2.5 Lightning near SOTA, costing 1/20th Opus 4.6

https://venturebeat.com/technology/minimaxs-new-open-m2-5-and-m2-5-lightning-near-state-of-the-ar...
1•gmays•17m ago•0 comments

Is this new web framework worth it?

https://duckframework.xyz
1•digreatbrian•18m ago•1 comments

Inferless Joins Baseten

https://www.baseten.co/blog/announcing-the-acquihire-of-inferless-by-baseten/
1•agcat•20m ago•0 comments

CodeForge – 100 AI agents review your code like hostile attackers

https://agentsplex.com/codeforge
1•apolloraines•22m ago•1 comments

Exploiting Starlink Leo for PNT

https://insidegnss.com/exploiting-starlink-leo-for-pnt/
3•jacquesm•22m ago•0 comments

Discord Alternatives

https://jankremer.eu/blog/discord/
2•jankremer•23m ago•0 comments

Show HN: SaaS> Receive real-time filtered Upwork jobs via Webhook

https://www.freelancefilter.com/
1•cmarius46•25m ago•0 comments

Wiretext – ASCII Wireframe Creator

https://wiretext.app
1•helloplanets•26m ago•0 comments

MongoDB vs. SQL in 2026

https://thedecipherist.com/articles/mongo_vs_sql/
2•senfiaj•26m ago•0 comments

SL(1): Cure your bad habit of mistyping

https://github.com/mtoyoda/sl
1•st_goliath•27m ago•0 comments

Docker Swarm vs. Kubernetes in 2026

https://thedecipherist.com/articles/docker_swarm_vs_kubernetes/
15•RedShift1•28m ago•5 comments

Show HN: Breadboard – a modern HyperCard for building web apps on the canvas

https://breadboards.io/
3•simquat•30m ago•1 comments

Everything Sucks – and Is the Worst Version of Itself [video]

https://www.youtube.com/watch?v=jS2uVbZFSFc
1•joe_mamba•30m ago•0 comments

Show HN: 2D Coulomb Gas Simulator

https://simonhalvdansson.github.io/2D-Coulomb-Gas-Tools/index_gpu.html
4•swesnow•31m ago•0 comments

CURL's Daniel Stenberg: AI slop is DDoSing open source

https://thenewstack.io/curls-daniel-stenberg-ai-is-ddosing-open-source-and-fixing-its-bugs/
4•CrankyBear•34m ago•0 comments

Scientist builds machine to disprove Havana Syndrome; gets brain damage

https://www.telegraph.co.uk/world-news/2026/02/15/scientist-builds-machine-havana-syndrome-brain-...
4•takoid•37m ago•1 comments

What the Whiskers on an Elephant's Trunk Do

https://nautil.us/heres-what-the-whiskers-on-an-elephants-trunk-do-1268174/
1•Tomte•38m ago•0 comments

9x MobileNet V2 size reduction with Quantization aware training

https://github.com/dakshjain-1616/Quantisation-Awareness-training-by-NEO
1•gauravvij137•38m ago•1 comments