With the release of the OpenAI o1 model, the approach to prompt engineering is changing 💡
📚 OpenAI has released a guide for prompts tailored to o1:
🔘 Keep prompts simple and direct: the models understand and respond well to brief and clear instructions, without needing detailed explanations.
🔘 Avoid chain-of-thought prompts: Since these models conduct reasoning within the system, you don’t need to prompt them to "think step by step" or "explain their reasoning."
🔘 Use delimiters for clarity: use triple quotes, XML tags, or section names to clearly indicate different parts of the input, helping the model interpret the sections properly.
🔘 Limit additional context in generation with retrieval-augmented generation (RAG): When providing additional context or documents, only include the most important information to avoid making the model's responses unnecessarily complex.
In summary, chain-of-thought prompts are no longer needed, and provided context should be simpler. Time to test...
#guide #ChatGPT #openai
Brain Storm
📚 OpenAI has released a guide for prompts tailored to o1:
🔘 Keep prompts simple and direct: the models understand and respond well to brief and clear instructions, without needing detailed explanations.
🔘 Avoid chain-of-thought prompts: Since these models conduct reasoning within the system, you don’t need to prompt them to "think step by step" or "explain their reasoning."
🔘 Use delimiters for clarity: use triple quotes, XML tags, or section names to clearly indicate different parts of the input, helping the model interpret the sections properly.
🔘 Limit additional context in generation with retrieval-augmented generation (RAG): When providing additional context or documents, only include the most important information to avoid making the model's responses unnecessarily complex.
In summary, chain-of-thought prompts are no longer needed, and provided context should be simpler. Time to test...
#guide #ChatGPT #openai
Brain Storm
👁🗨 Stop getting basic answers from ChatGPT
Every AI tool (ChatGPT, Claude, etc.) is programmed to start with basic responses.
AI isn’t trying to be complex—it’s designed to save computational resources.
You’re likely using only 30% of ChatGPT’s true potential.
The secret to unlocking advanced, in-depth answers lies in a technique called “answer alignment.”
How does it work?
1⃣ Step 1: Start with any basic prompt
For example: “Give me 5 tips on how to write online.”
ChatGPT will provide a general response.
2⃣ Step 2: Elevate ChatGPT’s first answer
Respond with: “This is a Level 1 answer. Give me a Level 2 version with more depth.”
ChatGPT will then generate a more detailed reply.
But don’t stop there—there’s another level to explore.
3⃣ Step 3: Ask ChatGPT for a “Level 3” answer
Request: “Now give me a Level 3 response with the most advanced strategies you can come up with.”
At this level, you’ll uncover golden insights that most users never reach.
Why is this approach effective? 🧐
It works across all domains:
🔹 Marketing strategies
🔹 Content creation
🔹 Business analysis
🔹 Product development
🔹 Writing and editing
🔹 Strategic planning
The difference between Level 1 and Level 3 is vast.
Level 1 gives generic advice you could find anywhere. Level 3 reveals powerful, actionable strategies.
#guide #tips #ChatGPT
Brain Storm
Every AI tool (ChatGPT, Claude, etc.) is programmed to start with basic responses.
AI isn’t trying to be complex—it’s designed to save computational resources.
You’re likely using only 30% of ChatGPT’s true potential.
The secret to unlocking advanced, in-depth answers lies in a technique called “answer alignment.”
How does it work?
1⃣ Step 1: Start with any basic prompt
For example: “Give me 5 tips on how to write online.”
ChatGPT will provide a general response.
2⃣ Step 2: Elevate ChatGPT’s first answer
Respond with: “This is a Level 1 answer. Give me a Level 2 version with more depth.”
ChatGPT will then generate a more detailed reply.
But don’t stop there—there’s another level to explore.
3⃣ Step 3: Ask ChatGPT for a “Level 3” answer
Request: “Now give me a Level 3 response with the most advanced strategies you can come up with.”
At this level, you’ll uncover golden insights that most users never reach.
Why is this approach effective? 🧐
It works across all domains:
🔹 Marketing strategies
🔹 Content creation
🔹 Business analysis
🔹 Product development
🔹 Writing and editing
🔹 Strategic planning
The difference between Level 1 and Level 3 is vast.
Level 1 gives generic advice you could find anywhere. Level 3 reveals powerful, actionable strategies.
#guide #tips #ChatGPT
Brain Storm
Prompting Guide - FLUX.2
Официальный гайд по промптингу Flux.2
Основное:
- поддерживает структурированные промпты в формате JSON, что даёт точный контроль над элементами изображения
- позволяет использовать HEX-коды для точного подбора цветов
- не поддерживает негативные промпты — нужно описывать, что хочется увидеть, а не то, чего хочется избежать
- понимает промпты на разных языках, что помогает создавать культурно аутентичные результаты
- для фотореалистичных изображений можно указывать модели камер, объективы и настройки.
#guide #prompting
Официальный гайд по промптингу Flux.2
Основное:
- поддерживает структурированные промпты в формате JSON, что даёт точный контроль над элементами изображения
- позволяет использовать HEX-коды для точного подбора цветов
- не поддерживает негативные промпты — нужно описывать, что хочется увидеть, а не то, чего хочется избежать
- понимает промпты на разных языках, что помогает создавать культурно аутентичные результаты
- для фотореалистичных изображений можно указывать модели камер, объективы и настройки.
#guide #prompting