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Chat GPT Getting Started to Mastery
This is a mind map about the introduction to proficiency of Chat GPT. The main contents include: Conclusion: The potential of ChatGPT as an intelligent expansion. Part 3: Advanced application of ChatGPT, Part 2: Advanced application strategies, Part 1: Basic cognition of ChatGPT, Introduction.
Edited at 2025-02-15 16:57:20- Rumi 10 spiritual high-dimensional awakenings
Rumi: 10 dimensions of spiritual awakening. When you stop looking for yourself, you will find the entire universe because what you are looking for is also looking for you. Anything you do persevere every day can open a door to the depths of your spirit. In silence, I slipped into the secret realm, and I enjoyed everything to observe the magic around me, and didn't make any noise. Why do you like to crawl when you are born with wings? The soul has its own ears and can hear things that the mind cannot understand. Seek inward for the answer to everything, everything in the universe is in you. Lovers do not end up meeting somewhere, and there is no parting in this world. A wound is where light enters your heart.
- Pathophysiology - Heart failure
Chronic heart failure is not just a problem of the speed of heart rate! It is caused by the decrease in myocardial contraction and diastolic function, which leads to insufficient cardiac output, which in turn causes congestion in the pulmonary circulation and congestion in the systemic circulation. From causes, inducement to compensation mechanisms, the pathophysiological processes of heart failure are complex and diverse. By controlling edema, reducing the heart's front and afterload, improving cardiac comfort function, and preventing and treating basic causes, we can effectively respond to this challenge. Only by understanding the mechanisms and clinical manifestations of heart failure and mastering prevention and treatment strategies can we better protect heart health.
- Pathophysiology - ischemia - reperfusion injury
Ischemia-reperfusion injury is a phenomenon that cellular function and metabolic disorders and structural damage will worsen after organs or tissues restore blood supply. Its main mechanisms include increased free radical generation, calcium overload, and the role of microvascular and leukocytes. The heart and brain are common damaged organs, manifested as changes in myocardial metabolism and ultrastructural changes, decreased cardiac function, etc. Prevention and control measures include removing free radicals, reducing calcium overload, improving metabolism and controlling reperfusion conditions, such as low sodium, low temperature, low pressure, etc. Understanding these mechanisms can help develop effective treatment options and alleviate ischemic injury.
Chat GPT Getting Started to Mastery
- Rumi 10 spiritual high-dimensional awakenings
Rumi: 10 dimensions of spiritual awakening. When you stop looking for yourself, you will find the entire universe because what you are looking for is also looking for you. Anything you do persevere every day can open a door to the depths of your spirit. In silence, I slipped into the secret realm, and I enjoyed everything to observe the magic around me, and didn't make any noise. Why do you like to crawl when you are born with wings? The soul has its own ears and can hear things that the mind cannot understand. Seek inward for the answer to everything, everything in the universe is in you. Lovers do not end up meeting somewhere, and there is no parting in this world. A wound is where light enters your heart.
- Pathophysiology - Heart failure
Chronic heart failure is not just a problem of the speed of heart rate! It is caused by the decrease in myocardial contraction and diastolic function, which leads to insufficient cardiac output, which in turn causes congestion in the pulmonary circulation and congestion in the systemic circulation. From causes, inducement to compensation mechanisms, the pathophysiological processes of heart failure are complex and diverse. By controlling edema, reducing the heart's front and afterload, improving cardiac comfort function, and preventing and treating basic causes, we can effectively respond to this challenge. Only by understanding the mechanisms and clinical manifestations of heart failure and mastering prevention and treatment strategies can we better protect heart health.
- Pathophysiology - ischemia - reperfusion injury
Ischemia-reperfusion injury is a phenomenon that cellular function and metabolic disorders and structural damage will worsen after organs or tissues restore blood supply. Its main mechanisms include increased free radical generation, calcium overload, and the role of microvascular and leukocytes. The heart and brain are common damaged organs, manifested as changes in myocardial metabolism and ultrastructural changes, decreased cardiac function, etc. Prevention and control measures include removing free radicals, reducing calcium overload, improving metabolism and controlling reperfusion conditions, such as low sodium, low temperature, low pressure, etc. Understanding these mechanisms can help develop effective treatment options and alleviate ischemic injury.
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Chat GPT Getting Started to Mastery
Preface
As a high-level natural language processing tool, ChatGPT demonstrates outstanding capabilities in the fields of intelligent interaction, automated content generation and data analysis. However, how to effectively utilize this technology to achieve the optimal solution remains a question worth exploring in depth. This article aims to gradually analyze the use of ChatGPT through a systematic methodology, from basic cognition to refined applications, and help researchers and advanced users to apply this tool more efficiently. By optimizing questions, mastering advanced prompt word engineering, integrating multi-tool interactions, and understanding the limitations of ChatGPT, users can truly bring their potential to the extreme.
Part 1: Basic knowledge of ChatGPT
1. Core functions of ChatGPT
Knowledge search: Quickly provide trained data support, suitable for technology, history, business and other fields.
Content generation: efficiently write technical documents, research paper drafts, code examples and data reports.
Logical reasoning: reasoning is carried out based on existing knowledge structures to support the solution of complex problems.
Decision optimization: Provide multi-dimensional analysis suggestions based on inputs of different variables.
Natural language understanding: able to interact in a way that is close to human dialogue, improving the convenience of information acquisition.
Personalized learning: As users use it, gradually adjust the response method to more meet personal needs.
2. Efficient question-asking strategies
Clarify the scope of the problem: the more specific the problem, the higher the response quality of AI.
✅ Example: “In the field of aluminum alloy die casting, how to optimize cooling channel design to reduce thermal stress?”
❌ “How to optimize die casting?” (The question is too general)
Provide background information:
✅ Example: "In the application of 650T die casting machine, the cooling system has local overheating problems. How to optimize it?"
Step by step analysis of complex problems:
Complex problems should be broken down into actionable subproblems to improve interaction efficiency.
3. Avoid invalid questioning methods
Openness issues with lack of constraints:
❌ “Tell me everything about artificial intelligence.”
✅ “Please briefly outline the core principles of the GPT architecture and explain the innovations of the Transformer model.”
Lack of context:
❌ “Is this technology good?”
✅ “What are the advantages of GPT-4 over BERT from the perspective of computing complexity and training cost?”
Part 2: Advanced application strategies
1. Structured Q&A and Multi-round Interaction
Step 1: Define the goal
“How to improve the applicability of ChatGPT in academic writing?”
Step 2: Guide system optimization ideas
"When writing a scientific paper, how can we make AI-generated content more in line with academic expression norms?"
Step 3: Verify the applicability of the answer
"Please provide a sample of the paper that complies with the specifications based on the IEEE format."
Through multiple rounds of interaction, the question can be continuously deepened based on the preliminary answers of ChatGPT, so that it gradually approaches the optimal solution.
2. ChatGPT role simulation
Academic Fellow Model: "Please analyze the limitations of deep learning models from the perspective of a PhD in computer science."
Engineer Pattern: "Suppose you are a mechanical design engineer, how do you optimize the CNC machining process to reduce errors?"
Legal counsel model: "Analyze the potential risks of AI-generated content in the intellectual property field from the perspective of legal compliance."
Corporate Strategy Advisor Model: "Analyze the impact of current AI technology on the market competition landscape and propose development trends in the next five years."
ChatGPT can simulate experts in different fields through role settings
3. In-depth analysis and critical thinking
Multi-perspective analysis: "Please analyze the challenges brought by AGI (General Artificial Intelligence) from an ethical, technical and economic perspective."
Hypothesis deduction: "If artificial intelligence completely replaces artificial customer service in 2025, how will the global employment structure evolve?"
Adversarial testing: "Please list the limitations of the GPT architecture and try to propose feasible directions for improvement."
Case study: "In combination with the latest AI development trends, analyze the advantages and challenges of ChatGPT in medical diagnosis."
Advanced users can use ChatGPT for advanced thinking training
Part 3: Advanced Applications of ChatGPT
1. Prompt Engineering
Basic Level: "Explanation of the principles of ChatGPT."
Optimization level: "Please explain the Transformer architecture of GPT-4 in academic language and analyze its improvements in semantic understanding."
Precise design of Prompt (prompt word) is the key to improving the output quality of ChatGPT
2. Generate structured data
"Please list the most cutting-edge AI research directions in 2025 and classify them according to 'Technical Category-Representative Research-Application Scenario'."
"Please analyze the application of quantum computing in machine learning in accordance with the framework of 'Background-Current Situation-Technical Challenges-Future Development'."
Users can ask ChatGPT to be output in a specific format
3. ChatGPT integrates with external tools
Combined with LaTeX: Use ChatGPT to generate LaTeX code that meets the paper standards.
API integration: Embed into scientific research or enterprise management systems through OpenAI API.
Database query: combines SQL query capabilities to realize structured data retrieval.
Combined with Python: Let ChatGPT generate Python code to perform data analysis
4. Avoid the limitations of ChatGPT
Knowledge lag: Real-time updated information cannot be provided, and it needs to be combined with external data sources.
Logical consistency problem: Inconsistent answers may occur during long text interactions.
Lack of fact-proofing ability: It may generate seemingly reasonable but practically wrong information.
Although ChatGPT shows a high degree of intelligence, the following limitations still exist
Conclusion: The potential of ChatGPT as intelligent expansion
ChatGPT is not only an information retrieval tool, but also an agent that improves cognitive ability and optimizes decision-making processes. Advanced users need to master skills such as Prompt optimization, in-depth analysis, cross-tool integration, etc. to fully unleash their potential. In the future, the performance of AI capabilities depends on the user's strategic thinking and critical analysis capabilities.
The competition in the intelligent era does not depend on the strength of AI, but on how humans control AI!