Summary of "Как хакнуть ChatGPT: ТОП-5 приёмов идеального промпта"

Optimizing Large Language Models: Key Techniques from Nikolai Khlebinsky

The video, presented by Nikolai Khlebinsky on the Action Plan channel, provides a detailed guide on how to effectively “hack” or optimize the use of large language models (LLMs) such as ChatGPT, Deep Gemini, and others. It focuses on five essential prompt engineering techniques that help users achieve better AI results with less effort by crafting precise and structured prompts.

Key Technological Concepts and Product Features

Large Language Models (LLMs): AI tools like ChatGPT and Deep Gemini that generate responses based on user prompts.
Prompt Engineering: Designing inputs (prompts) to guide AI models toward producing high-quality, relevant outputs.
System Instructions / Personalization Settings: Customizing the AI’s behavior and tone through settings to enhance objectivity and professionalism.

Top 5 Techniques for Ideal Prompts

Structuring Prompts Prompts should be composed of six clear parts to ensure precision and clarity:
- Role: Define the AI’s persona or expertise (e.g., experienced HR manager).
- Context and Goals: Provide background information and objectives.
- Task: Specify exactly what the AI should do (analyze, summarize, create, etc.).
- Response Format: Indicate the desired output format (list, table, SWOT framework, etc.).
- Restrictions: State what to avoid or exclude in the response.
- Additional Questions: Ask the AI to request clarifications to ensure the best result.
Iterative Improvement Treat the AI’s first response as a draft and refine it through multiple iterations, requesting improvements in style, tone, detail, or other parameters.
FOTS Prompting (Feedback On The Spot) Include examples of bad, neutral, and ideal answers within the prompt to guide the AI toward the preferred response style and quality.
Chain of Thought Prompting Encourage the AI to think step-by-step, develop a plan, and explain each step in detail. This technique is especially useful for complex, multi-variable tasks such as strategic decisions or financial analysis.
Prompt Library Save and organize effective prompts in a personal or professional library for reuse, enabling efficiency and consistency in handling repetitive tasks.

Additional Life Hacks

Ignore Model Hype: Different AI models (ChatGPT, Deep Gemini, etc.) generally offer comparable quality for everyday tasks. Mastering prompt techniques is more important than frequently switching between models.
Use System Instructions: Customize AI behavior by setting a professional tone and instructing the AI not to adjust to the user’s mood or provide unwarranted praise. This approach reduces hallucinations and increases objectivity.

Practical Advice

Example prompts are shared to illustrate the six-part prompt structure.
The speaker provides a system prompt (about 1,000 characters) designed to improve ChatGPT’s objectivity, available on his Telegram channel.
Viewers are encouraged to engage with likes and comments to unlock additional content.

Main Speaker

Nikolai Khlebinsky, host of the Action Plan YouTube channel.

This video serves as a practical tutorial for users aiming to maximize the efficiency and output quality of AI language models through advanced prompt engineering techniques and strategic usage tips.