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Nemotron-Cascade 2: Post-Training LLMs with Cascade RL

https://research.nvidia.com/labs/nemotron/nemotron-cascade-2/
1•daureg•1h ago

Comments

daureg•1h ago
The arxiv paper (https://arxiv.org/abs/2603.19220) was already submitted to HN (https://news.ycombinator.com/item?id=47530052) but it sounds like a nice local model:

> Despite its compact size (30B MoE model with 3B activated parameters), its mathematical and coding reasoning performance approaches that of frontier open models. It is the second open-weight LLM, after DeepSeek-V3.2-Speciale-671B-A37B, to achieve Gold Medal-level performance in the 2025 International Mathematical Olympiad (IMO), the International Olympiad in Informatics (IOI), and the ICPC World Finals.

Supporting critical Open Source with $5M credits for vulnerability detection

https://depthfirst.com/open-defense
2•andreamichi•2m ago•1 comments

Samsung is upgrading its smart refrigerators with Google AI to recognize foods

https://qz.com/samsung-bespoke-fridge-google-gemini-ai-food-recognition-051126
2•stalfosknight•2m ago•0 comments

Swatch Audemars Piguet Royal Pop Collaboration Is Here and It's Not a Wristwatch

https://www.hodinkee.com/articles/introducing-swatch-x-ap-royal-pop
1•ig0r0•2m ago•0 comments

OCL Nexus – An automated compute layer for AI agents with native MCP

https://oclnexus.com
1•rgombash•3m ago•0 comments

Pg_sorted_heap: Sorted heap table AM for PostgreSQL with zone map scan pruning

https://github.com/skuznetsov/pg_sorted_heap
1•samaysharma•6m ago•0 comments

Pixal3D: Pixel-Aligned 3D Generation from Images

https://ldyang694.github.io/projects/pixal3d/
1•lastdong•7m ago•0 comments

There Is a Fire Sale on M.B.A.s

https://www.wsj.com/lifestyle/careers/there-is-a-fire-sale-on-m-b-a-s-87d56c69
1•JumpCrisscross•8m ago•0 comments

JP Morgan to scrap £3B London HQ if Starmer is replaced by PM 'hostile to banks'

https://www.theguardian.com/business/2026/may/12/jamie-dimon-jp-morgan-could-scrap-new-3bn-hq-if-...
1•pera•8m ago•1 comments

Alzheimer's drugs offer little benefit, major review finds

https://theconversation.com/alzheimers-drugs-offer-little-benefit-major-review-finds-and-the-reas...
2•PaulHoule•9m ago•0 comments

OpenAI Hit with Overdose Suit Targeting ChatGPT Drug Advice (1)

https://news.bloomberglaw.com/litigation/openai-hit-with-overdose-suit-centered-on-chatgpt-medica...
3•1vuio0pswjnm7•11m ago•0 comments

Mergecrew: Open-source agentic SDLC with human-gated prod deploys

https://github.com/mergecrew/mergecrew
2•thiagolima•11m ago•0 comments

Molière Ex Machina: AI used to create 'new work' by beloved French playwright

https://www.theguardian.com/stage/2026/may/11/moliere-ex-machina-ai-create-new-work-france-equiva...
2•Brajeshwar•12m ago•0 comments

Ask HN: Is Spam getting worse or is Gmail getting worse?

3•adamtaylor_13•13m ago•2 comments

Chatbots struggle to understand open gov data sources

https://www.urban.org/urban-wire/ai-becoming-go-data-questions-how-reliable-are-answers?
4•apwheele•14m ago•0 comments

Gum – a graphics language for humans and LLMs

https://compendiumlabs.ai/blog/gum
1•iamlemec•15m ago•0 comments

Common lab tests reveal 16 blood biomarkers associated with PTSD

https://medicalxpress.com/news/2026-04-common-lab-reveal-blood-biomarkers.html
3•PaulHoule•15m ago•0 comments

Ask HN: How to separate agent harness from code repo?

2•FrankRay78•19m ago•1 comments

Beyond Semantic Similarity

https://arxiv.org/abs/2605.05242
2•44za12•20m ago•0 comments

PyBlackwell

https://domezsolt.substack.com/p/introducing-pyblackwell
4•ashby_r•20m ago•0 comments

Kash Patel Touts AI Overhaul of FBI Crime-Fighting Operations

https://decrypt.co/367431/kash-patel-ai-overhaul-fbi-crime-fighting-operations
8•jethronethro•22m ago•0 comments

The EU signals that VPNs are the next target following its age verification app

https://www.techradar.com/vpn/vpn-privacy-security/the-eu-becomes-the-latest-authority-to-signal-...
5•nickslaughter02•22m ago•2 comments

GitHub Copilot introduces flex allotments in Pro and Pro+, and a new Max plan

https://github.blog/news-insights/company-news/github-copilot-individual-plans-introducing-flex-a...
2•theanonymousone•23m ago•0 comments

Sports Illustrated Cover Jinx

https://en.wikipedia.org/wiki/Sports_Illustrated_cover_jinx
2•f_kai•24m ago•1 comments

Ask HN: Is delegating writing to AI like CEO delegating writing to a secretary?

2•amichail•25m ago•2 comments

Maker Monday: Some of the best RP2350-based boards

https://www.raspberrypi.com/news/maker-monday-some-of-the-best-rp2350-based-boards/
2•Brajeshwar•25m ago•0 comments

Mozilla: The Greatest Tech Company Left Behind

https://yc.prosetech.com/mozilla-the-greatest-tech-company-left-behind-9e912098a0e1
3•droppedasbaby•26m ago•0 comments

Snowflake Postgres, Lakebase, HorizonDB: Picking the Lock-In You Want

https://thebuild.com/blog/2026/05/12/snowflake-postgres-lakebase-horizondb-picking-the-lock-in-yo...
3•samaysharma•27m ago•0 comments

OpenAI Sued over ChatGPT Medical Advice That Allegedly Killed College Student

https://futurism.com/artificial-intelligence/openai-sued-chatgpt-medical-advice-killed-student
4•dryadin•27m ago•0 comments

Qxotic.ai – AI Sovereignty for the JVM

https://qxotic.ai/
2•sgammon•28m ago•0 comments

Best Distributed Systems Talks of All Time

https://www.techtalksweekly.io/p/30-best-distributed-systems-talks
3•davidwa4141•34m ago•0 comments