Human Feedback

The AI Control Dilemma: Risks and Solutions

We're at a turning point where artificial intelligence systems are starting to operate beyond human control. These systems at the moment are able to writing their very own code, optimizing their very own performance,...

Beyond Benchmarks: Why AI Evaluation Needs a Reality Check

If you may have been following AI today, you may have likely seen headlines reporting the breakthrough achievements of AI models achieving benchmark records. From ImageNet image recognition tasks to achieving superhuman scores in...

A Full Guide to Tremendous-Tuning Large Language Models

Large language models (LLMs) like GPT-4, LaMDA, PaLM, and others have taken the world by storm with their remarkable ability to know and generate human-like text on an unlimited range of topics. These models...

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