OpenAIThe latest model family, GPT-o1, guarantees to be more powerful and logical than its predecessors.
Using GPT-o1 is barely different than prompting for GPT-4 and even GPT-4o. Because this model has more reasoning capabilities, some regular prompting methods don't work as well. Earlier models needed more guidance, and other people took advantage of longer context windows to offer the models more instructions.
Accordingly OpenAI's API documentationthe O1 models “perform best with straightforward prompts.” However, techniques similar to giving instructions to the model and shot prompting “may not improve performance and will sometimes even hurt it.”
OpenAI advises o1 users to maintain 4 things in mind when prompted for the brand new models:
- Keep the instructions easy and direct and don’t guide the model an excessive amount of because it understands instructions well
- Avoid chains of thought, as o1 models already argue internally
- Use separators similar to triple quotes, XML tags, and section titles to assist the model understand which sections it’s interpreting
- Limit additional context for advanced query generation (RAG), as OpenAI stated that adding more context or documents when using the models for RAG tasks could overly complicate the reply.
OpenAI’s advice for o1 differs considerably from the proposals it has given to users of its previous models. Previously, the corporate had proposed being incredibly specific, providing details and giving step-by-step instructions to the models. GPTo1 will do a greater job of “considering” by itself methods to solve queries.
Ethan Mollick, professor on the Wharton School of Business on the University of Pennsylvania, said in his Blog “A useful thing” that his experience as an early user of O1 showed that it really works higher for tasks that require planning, because here the model decides independently methods to solve problems.
Faster engineering and simpler model management
Prompt engineering has naturally turn into a technique by which humans can drill down into details and get the answers they need from an AI model. It has turn into not only a crucial skill, but in addition a growing job category.
Other AI developers have released tools to make it easier to create prompts when designing AI applications. Google launched Prompt Poet, which was developed using Character.ai and integrates external data sources to make responses more relevant.
GPT-o1 continues to be latest and persons are still determining exactly methods to use it (including me, who still doesn't know methods to run my first command prompt). However, some social media users are predicting that individuals could have to alter their approach to ChatGPT's command prompt.
