Recent methods have demonstrated that Large Language Models (LLMs) can solve reasoning tasks better when they are encouraged to solve…
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In 2022, Software Freedom Conservancy (SFC) convened a committee in the wake of Microsoft's GitHub Copilot announcement, to meet and begin considering the complex questions that arise from the use of large language models (LLMs) in generative AI systems that seek to assist software developers.Today, we announce a joint …
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LLMs are proficient on about 80% of tasks—it’s the last 20% that often prevents a project from reaching production. The “human-in-the-loop” approach is designed to close this gap by leveraging a human expert to review LLM outputs. But how do you determine when to use human verification? Requiring hu...
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Most web applications integrate AI by connecting to cloud APIs that are expensive and potentially expose sensitive user data. Learn how we have been offloading AI inference to the user's browsers with very good results and how you can easily do it.
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JetBrains has launched Mellum – the large language model designed just for developers.
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Convert your GitHub repositories into AI-friendly formats. Get better analysis, insights, and understanding from AI models like GPT and Claude.
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Researchers at Google have developed a watermark for LLM-generated text. The basics are pretty obvious: the LLM chooses between tokens partly based on a cryptographic key, and someone with knowledg…
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Overviewing capabilities, hype, impact, and limitations of ChatGPT
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Nobel Prize winner Geoffrey Hinton said that machine learning would outperform radiologists within five years. That was eight years ago. Now, thanks in part to doomers, we’re facing a historic labor shortage.
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