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Does RL Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

https://arxiv.org/abs/2504.13837
2•Anon84•3h ago

Comments

yorwba•2h ago
Discussed two days ago: https://news.ycombinator.com/item?id=43760625
falcor84•2h ago
Funny how this title follows Betteridge's law of headlines, in this case demonstrating that RLVR (Reinforcement Learning with Verifiable Rewards) doesn't help the model generalize, but rather seems to overfit it, reducing the overall reasoning capacity.

The Mostly True Naming Rule

https://unplannedobsolescence.com/blog/mostly-true-naming-rule/
1•speckx•1m ago•0 comments

Fujifilm Suspends Some US Camera Orders Due to Tariffs

https://petapixel.com/2025/04/21/fujifilm-suspends-some-us-camera-orders-due-to-tariffs/
2•pmags•2m ago•1 comments

PopeGPT

https://popegpt.com
1•relatedcode•2m ago•0 comments

Scaling Our Chat Infrastructure

https://www.counselhealth.com/media/scaling-our-chat-infrastructure
3•jais32•4m ago•1 comments

Wife of wrongly deported Maryland man Kilmar Abrego Garcia doxxed by government

https://www.independent.co.uk/news/world/americas/us-politics/kilmar-abrego-garcia-wife-safe-house-b2738214.html
3•ColinWright•6m ago•0 comments

Berkshire Hathaway Now Owns 4.89% of the Entire U.S. Treasury Bill Market

https://www.barchart.com/story/news/31994538/warren-buffetts-berkshire-hathaway-now-owns-489-of-the-entire-us-treasury-bill-market
2•ijidak•6m ago•0 comments

Website Headlines

https://websiteheadlines.com/
1•ChrisArchitect•8m ago•0 comments

We Built the Internal Data Warehouse at ClickHouse

https://clickhouse.com/blog/building-a-data-warehouse-with-clickhouse
1•skadamat•8m ago•0 comments

Programming from the Ground Up [pdf] (2003)

https://download-mirror.savannah.gnu.org/releases/pgubook/ProgrammingGroundUp-1-0-booksize.pdf
3•ibobev•10m ago•0 comments

As ChatGPT scores B- in engineering, professors scramble to update courses

https://www.theregister.com/2025/04/23/whats_worth_teaching_when_ai/
1•rntn•11m ago•0 comments

Ask HN: Micro Tasks for Software Engineers

1•truetaurus•12m ago•0 comments

Eurorack Knob Idea (knob/plug hybrid) [video]

https://www.youtube.com/watch?v=dLw2QQdOLaM
1•geerlingguy•13m ago•0 comments

40 Years Ago, We Got the Greatest Educational Game of All Time

https://www.inverse.com/gaming/where-in-the-world-is-carmen-sandiego-anniversary
1•trevin•13m ago•0 comments

Three things everyone should know about Vision Transformers

https://arxiv.org/abs/2203.09795
2•reqo•16m ago•0 comments

Install Nuke, Resolve, and Fusion in Ubuntu

https://github.com/noisycarlos/ubuntu-vfx-installers
1•noisycarlos•16m ago•1 comments

A Principled Approach to Querying Data – A Type-Safe Search DSL

https://www.claudiu-ivan.com/writing/search-dsl
6•kioku•16m ago•2 comments

Rethinking the Effectiveness of the LLM for Time Series Forecasting

https://arxiv.org/abs/2504.08818
1•PaulHoule•17m ago•0 comments

Exploring SKALA: Chernobyl Reactor Control Computer [video]

https://www.youtube.com/watch?v=ZbaptQh2AM4
2•michalpleban•19m ago•0 comments

Rare exoplanet orbits twin stars in 'Star Wars'-like twist

https://phys.org/news/2025-04-astronomers-rare-exoplanet-twin-star.html
2•erickhill•20m ago•0 comments

We're celebrating two decades of YouTube

https://blog.youtube/news-and-events/happy-birthday-youtube-20/
3•el_duderino•20m ago•0 comments

Hegseth Set Up Signal on a Computer in His Pentagon Office

https://www.nytimes.com/2025/04/24/us/politics/hegseth-signal-pentagon.html
5•jbegley•21m ago•0 comments

You're not alone – today's tech leaders face more pressure than

https://mentorcruise.com/mentor/diamantinoalmeida/
1•MitiaHiers•22m ago•1 comments

India pulls the plug on Indus Water Treaty

https://m.economictimes.com/news/defence/india-pulls-the-plug-on-indus-waters-treaty-what-it-means-and-how-it-can-hit-pakistan-where-it-hurts-most/articleshow/120557937.cms
1•croes•28m ago•0 comments

One Prompt Can Bypass Every Major LLM's Safeguards

https://www.forbes.com/sites/tonybradley/2025/04/24/one-prompt-can-bypass-every-major-llms-safeguards/
2•TechTalker22•30m ago•0 comments

Why C#?

https://newsletter.techworld-with-milan.com/p/why-csharp
3•milanm081•30m ago•0 comments

Distraught families say Zuckerberg pulled funds from low-income school

https://sfstandard.com/2025/04/23/primary-school-closure-zuckerberg-chan-funding/
2•mupuff1234•30m ago•0 comments

Asymmetric Content Moderation in Search Markets: The Case of Adult Websites

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5106235
2•amadeuspagel•31m ago•0 comments

Vibe Coding for Security

https://textslashplain.com/2025/04/15/vibe-coding-for-security/
2•djha-skin•31m ago•0 comments

Austin AAPI Professional Summit 2025

https://www.atxaapi.com/
1•summitsingh•32m ago•1 comments

Sturdy spin-momentum locking in a chiral organic superconductor

https://journals.aps.org/prresearch/abstract/10.1103/PhysRevResearch.7.023056
1•bookofjoe•32m ago•0 comments