harmbench.org 상위 10개 경쟁사

grayswan.ai

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giskard.ai

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promptfoo.dev

Evaluate LLM outputs, run red team tests, and automate AI security checks with Promptfoo's open-source framework. Configure assertions and metrics for 50+ providers.

huggingface.co

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

arxiv.org

We perform a behavioral experiment of karma, a class of mechanisms for repeated resource allocation with attractive fairness and efficiency properties, in theory. Individuals in these mechanisms bid non-tradable credits that flow from resource consumers to yielders. Human subjects recruited on Amazon MTurk are repeatedly and randomly paired to bid karma according to time-varying individual urgency to acquire resources. Treatments varied in the urgency process (frequent moderate versus sporadic high urgency) and the richness of the bidding scheme (binary versus full range). Benchmarked against random allocation, karma achieves an (almost) Pareto improvement, despite subjects deviating from the theoretically optimal Nash bidding policy: maximum improvement is attained by subjects deviating by up to one karma bid unit on average, and positive improvement with deviations of up to 3-4 units. These findings hold across all treatments, among which no significant differences are found, with the exception of the sporadic high urgency process with binary bidding being (weakly) favorable. They offer behaviorally robust lower bounds for karma's expected performance in human populations and guide its future implementation.

github.com

Join the world's most widely adopted, AI-powered developer platform where millions of developers, businesses, and the largest open source community build software that advances humanity.

oecd.ai

oecd.ai helps countries and shape trustworthy ai with the oecd ai principles. it gives access to 900+ national ai policies and initiatives, live data about ai and a blog about ai policy.

raw.githubusercontent.com

GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.