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Dan Hendrycks - GitHub Profile (ML Safety Researcher)

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GitHub·github.com/hendrycks

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Good(3)

Good quality. Reputable source with community review or editorial standards, but less rigorous than peer-reviewed venues.

Rating inherited from publication venue: GitHub

Dan Hendrycks is one of the most prolific researchers at the intersection of ML robustness and AI safety; his GitHub hosts datasets and benchmarks widely used to evaluate model safety and reliability across the field.

Metadata

Importance: 72/100homepage

Summary

GitHub profile of Dan Hendrycks, a prominent ML safety researcher and director of the Center for AI Safety. His public repositories include foundational benchmarks and datasets for evaluating robustness, out-of-distribution detection, and AI safety, including MMLU, ARC, and corruption robustness benchmarks.

Key Points

  • •Home to influential benchmarks like MMLU (Massive Multitask Language Understanding) used widely to evaluate LLM capabilities
  • •Includes robustness benchmarks (ImageNet-C, CIFAR corruption) for measuring model reliability under distribution shift
  • •Repos cover anomaly detection, calibration, and out-of-distribution detection — core technical safety concerns
  • •Work directly informs AI safety evaluation methodology and is widely cited in alignment and capabilities research
  • •Hendrycks is director of the Center for AI Safety (CAIS), making this profile a key resource hub for safety tooling

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# Dan Hendrycks    hendrycks

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PhD student at UC Berkeley.

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- Berkeley, California
- [danhendrycks.com](http://danhendrycks.com/)
- X [@hendrycks](https://twitter.com/hendrycks)

## [Achievements](https://github.com/hendrycks?tab=achievements)

[![Achievement: Pull Shark](https://github.githubassets.com/assets/pull-shark-default-498c279a747d.png)x2](https://github.com/hendrycks?achievement=pull-shark&tab=achievements) [![Achievement: Starstruck](https://github.githubassets.com/assets/starstruck-default-b6610abad518.png)x3](https://github.com/hendrycks?achievement=starstruck&tab=achievements) [![Achievement: Arctic Code Vault Contributor](https://github.githubassets.com/assets/arctic-code-vault-contributor-default-df8d74122a06.png)](https://github.com/hendrycks?achievement=arctic-code-vault-contributor&tab=achievements)

## [Achievements](https://github.com/hendrycks?tab=achievements)

[![Achievement: Pull Shark](https://github.githubassets.com/assets/pull-shark-default-498c279a747d.png)x2](https://github.com/hendrycks?achievement=pull-shark&tab=achievements) [![Achievement: Starstruck](https://github.githubassets.com/assets/starstruck-default-b6610abad518.png)x3](https://github.com/hendrycks?achievement=starstruck&tab=achievements) [![Achievement: Arctic Code Vault Contributor](https://github.githubassets.com/assets/arctic-code-vault-contributor-default-df8d74122a06.png)](https://github.com/hendrycks?achievement=arctic-code-vault-contributor&tab=achievements)

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