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MathPrompter: Mathematical Reasoning using Large Language Models
Microsoft published a new paper in which they present the language model MathPrompter which uses the Zero-shot chain-of-thought prompting technique to generate multiple Algebraic expressions or Python functions to solve the same math problem in different ways and thereby raise the confidence level in the output results. This led to a score of 92.5 on… — read more
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Jan Leike Shares His Ideas on Alignment
Jan Leike, the alignment team lead at OpenAI, has published a blog post where he presents possible solutions for AI aligning to group preferences. He proposes a simulated deliberative democracy, where groups of randomly selected people agree on a stand on a specific topic. The decision is then used to fine-tune the AI. — read more
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GPT-4 Next Week
In a small german information event today, four Microsoft employees talked about the potential of LLMs and mentioned that they are going to release GPT-4 next week. They implied that GPT-4 will be able to work with video data, which implies a multimodal model comparable to PaLM-E. Read more here. — read more
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OpenAI addressed Alignment and AGI concerns
OpenAi released a blog post about their plans for AGI and how to minimize the negative impacts. I highly recommend reading it yourself, but the key takeaways are: — read more