It mimics an intuitive thought process like humans when working through multi-step reasoning problems, and can be achieved without modifying the language model's weights or using a large training dataset.
PROMPT ENGINEERING
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Chain of Thought Prompting Improves Language Model Problem Solving
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Chain of Thought prompting helps language models break down complex problems and generate more structured, organized responses. It makes problem-solving more interpretable and increases the chances of finding the correct answer.
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Chain of Thought vs Standard Prompting for Language Models
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With standard prompting, language models are given input-output pairs before predicting the answer. With Chain of Thought prompting, they are prompted to produce intermediate reasoning steps before giving the final answer.
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Chain of Thought Prompting: Teaching AI to Show Its Work
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Just like your 4th-grade math teacher made you 'show your work', the new Chain of Thought Prompting is teaching AI to break down complex problems and think more like humans! (A thread)
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Anthropic Offers $250-335K Salary for Prompt Engineers
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Anthropic AI has set the bar really high for prompt engineers paying $250-$335k (+ equity) Link to the job posting: https://
jobs.lever.co/Anthropic/e3cd
e481-d446-460f-b576-93cab67bd1ed
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Prompt Engineering: The Career of Future – Reality Check
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Wrote this article on "Prompt Engineering: The career of future" a year back and a lot of people told me this is all hype and could never happen! A year later prompt engineer is getting paid 3X more than software engineers.
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Playground AI crushes UX/UI for AI art editing
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Lots of AI art editing tools out there, but @playground_ai crushes it with UX/UI. "Giver her a suit and tie" was the only prompt for this edit. Style match was near perfect; didn't compromise the rest of the image. Free to use ↓ http://
playgroundai.com Nice work @Suhail -
OpenAI’s Indifference to Prompt Disclosure and Security
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“OpenAI doesn’t seem to care, nor should they. The prompt only tells you one small piece of how to build ChatGPT.” looks like @goodside
, originator of prompt injection, agrees! https://
news.ycombinator.com/item?id=344823
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RL ranking automation needs new human responses
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The problem is the process ultimately depends on RL ranking generations made for the same prompt. If you need new human responses too, it can’t be automated.
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Track Token Usage Throughout Chain and Agent Calls
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Track token usage throughout chain/agent calls This was one of the more requested features! Very useful to be able to know how many tokens your agent/chain is using. See below thread for more information