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LLMs Usage FAQ: Difference between revisions
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→How to Resolve AI Models Generating Incorrect Website Links?
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💬 Response: If you want to use the original models rather than smarter reasoning models, you can ask the AI to add a preliminary step before giving conclusions: "Please extract and number relevant webpage paragraph text related to the question's answer, then answer the question based on these paragraphs." This can reduce the probability of hallucinations in less capable models.<ref>[https://docs.anthropic.com/en/docs/test-and-evaluate/strengthen-guardrails/reduce-hallucinations Reduce hallucinations - Anthropic]</ref><ref>[https://the-learning-agency.com/the-cutting-ed/article/hallucination-techniques/ Improving AI-Generated Responses: Techniques for Reducing Hallucinations - The Learning Agency]</ref><ref>[https://www.godofprompt.ai/blog/9-prompt-engineering-methods-to-reduce-hallucinations-proven-tips 9 Prompt Engineering Methods to Reduce Hallucinations (Proven Tips) - Workflows] "Step-Back Prompting is a technique where you ask the AI to review its previous response and make sure it is accurate." </ref> | 💬 Response: If you want to use the original models rather than smarter reasoning models, you can ask the AI to add a preliminary step before giving conclusions: "Please extract and number relevant webpage paragraph text related to the question's answer, then answer the question based on these paragraphs." This can reduce the probability of hallucinations in less capable models.<ref>[https://docs.anthropic.com/en/docs/test-and-evaluate/strengthen-guardrails/reduce-hallucinations Reduce hallucinations - Anthropic]</ref><ref>[https://the-learning-agency.com/the-cutting-ed/article/hallucination-techniques/ Improving AI-Generated Responses: Techniques for Reducing Hallucinations - The Learning Agency]</ref><ref>[https://www.godofprompt.ai/blog/9-prompt-engineering-methods-to-reduce-hallucinations-proven-tips 9 Prompt Engineering Methods to Reduce Hallucinations (Proven Tips) - Workflows] "Step-Back Prompting is a technique where you ask the AI to review its previous response and make sure it is accurate." </ref> | ||
== How to Resolve: AI Tools for Story-to-Visual Content Creation == | |||
📝 Question: | |||
I have a story written in text form and would like to transform it into multiple cohesive images (not comic-style illustrations). What AI tools can help me accomplish this? | |||
Similarly, which AI platforms would be best suited for converting the same narrative into a series of short video clips? | |||
💬 Processing Methods: | |||
The method I use is more indirect, because image generation is very time-consuming, but generating text descriptions for simple images is relatively faster. | |||
So I use Claude or ChatGPT to generate text descriptions for images with continuous plot development. | |||
After making modifications, I then use AI models with character consistency to generate the images. | |||
== Can AI Self-Verify Its Reasoning Errors? == | == Can AI Self-Verify Its Reasoning Errors? == | ||