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arxiv.org

A system of non-tradable credits that flow between individuals like karma, hence proposed under that name, is a mechanism for repeated resource allocation that comes with attractive efficiency and fairness properties, in theory. In this study, we test karma in an online experiment in which human subjects repeatedly compete for a resource with time-varying and stochastic individual preferences or urgency to acquire the resource. We confirm that karma has significant and sustained welfare benefits even in a population with no prior training. We identify mechanism usage in contexts with sporadic high urgency, more so than with frequent moderate urgency, and implemented as a simple (binary) karma bidding scheme as particularly effective for welfare improvements: relatively larger aggregate efficiency gains are realized that are (almost) Pareto superior. These findings provide guidance for further testing and for future implementation plans of such mechanisms in the real world.

validatorai.com

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neurohive.io

NVIDIA представила Eureka – агента на базе GPT-4 c открытым исходным кодом, обучающего роботов сложным навыкам, таким как выполнение трюков и работу с ножницами. Большие языковые модели ранее уже показали свою эффективность для высокоуровневого семантического планирования в задачах последовательного принятия решений. В NVIDIA эту возможность применили в задаче автономного написания алгоритмов вознаграждения для обучения роботов. […]

docling.ai

Docling converts messy documents into structured data and simplifies downstream document and AI processing by detecting tables, formulas, reading order, OCR, and much more.

linkedin.com

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chatgpt.com

chatgpt resources and news. learn how artificial intelligence is changing the world, and use ai chat bots to discover what you can do with them.

vibecoding.app

See where Vibe Coding has been featured in the media, including interviews, product spotlights, and industry commentary.

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Hơn 8,000+ prompts tạo ra từ các chuyên gia về AI

ankify.app

Discover the top Anki decks for medical students in 2025, including Zanki, AnKing, Pepper Pharm, and how to make your own with Ankify.