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@matt

Matt Nicole

I made this site. #solodev #iona

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Argona (@Argona0x) on X

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x.com/argona0x/status/2082193490956476521?s=12

whoever leaked this has bigger balls than sense two researchers replaced $7,500 of human grading with $77.81 of model calls, and the number that fell out should stop anyone shipping an agent this week: the judge disagrees with itself 13.6% of the time it also prefers whichever

#agentic #evals #loops

CURV LAB

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curvlab.com/

Explore beautifully engineered 3D printable RC car designs made for makers, engineers, and designers. High-performance STL files for custom RC builds—ready to print, race, and modify

#3d-printing #model #rc-cars

Autodata: An agentic data scientist to create high quality synthetic data

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arxiv.org/abs/2606.25996

We introduce Autodata, a general method that enables AI agents to act as data scientists who build high quality training and evaluation data. We show how to train (meta-optimize) such a data scientist agent, so that it learns to create even stronger data. We describe the overall formulation, and a specific practical implementation, Agentic Self-Instruct. We conduct experiments on computer science research tasks, legal reasoning tasks and reasoning with mathematical objects, where we obtain improved results compared to classical synthetic dataset creation methods. Further, meta-optimizing the data scientist agent itself delivers an even larger performance uplift. Agentic data creation provides a way to convert increased inference compute into higher quality model training. Overall, we believe this direction has the potential to change the way we build AI data.

#analysis #data

What is the Long-Term Value of Reliability?

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arxiv.org/abs/2606.11526

We describe Chronos LTV, a system to measure the long-term impact of delays and other service defects on key business metrics. We use Markov decision processes to model customer interactions over time, and formalize our target estimand as the marginal policy effect with respect to moving the average delay rate. Given this setup, we show that we can identify long-term effects under a sequential unconfoundedness assumption where delays are as good as random given observed order characteristics; and can estimate these effects using a simple covariate-balancing algorithm.

#analytics #ltv

Game UI Database

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gameuidatabase.com/

The ultimate tool for Game UI and Interface designers. Explore over 1,300 games and 55,000 UI screenshots. Browse and filter by category, animation, colour, material, layout, game genre, and more.

#database #games #ui

The Verge

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theverge.com/

The Verge is about technology and how it makes us feel. Founded in 2011, we offer our audience everything from breaking news to reviews to award-winning features and investigations, on our site, in video, and in podcasts.

Ars Technica

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arstechnica.com/

News and reviews, covering IT, AI, science, space, health, gaming, cybersecurity, tech policy, computers, mobile devices, and operating systems.

Nielson Norman Group

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nngroup.com/

A leader in the user experience field, NN/g conducts groundbreaking research, trains and certifies UX practitioners, and provides UX consulting to clients.

Atlas Obscura

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atlasobscura.com/

Definitive guidebook and friendly tour-guide to the world's most wondrous places. Travel tips, articles, strange facts and unique events.