What is deep research and how to use

The deep research logic is organized as follows: 

Okay, so I need to figure out what deep research is and how to use it. From the user's question, it seems they're asking for a definition and a guide on utilizing this tool. Let me start by going through the references provided to gather information.

Looking at the references, I see that deep research is a feature in ChatGPT Pro that allows for multi-step research tasks. It's described as an AI tool that can autonomously search the web, compile sources, and generate structured reports, similar to what a trained analyst would do. It's powered by OpenAI's o3 model, which is optimized for web browsing and data analysis.

I also notice that deep research is available in other platforms like Google's Gemini and Perplexity, each with different access tiers and costs. For example, Gemini's deep research is part of Gemini Advanced, while Perplexity offers it for free but with limitations.

The user is interested in NVIDIA's stocks and has shown interest in ARM and AIQ. They recently asked about PLTR's 5-day trend, which was analyzed as bullish. So, when explaining how to use deep research, it might be helpful to provide an example related to stock analysis, especially for someone interested in tech stocks.

I should outline the key features of deep research, such as its ability to handle complex queries, generate cited reports, and sometimes include visualizations. It's important to mention the time it takes, which can range from 5 to 30 minutes, depending on the task's complexity.

I also need to address the limitations, like the potential for factual errors or hallucinations, as mentioned in some references. Users should be cautious and verify critical information, especially in sensitive fields like finance or healthcare.

Including a step-by-step guide on how to access and use deep research would be beneficial. For ChatGPT Pro users, it's a matter of selecting the deep research option and inputting a prompt. For Gemini users, navigating to the specific section and selecting the right tier is necessary.

Providing example prompts can help the user understand how to structure their queries effectively. For instance, a prompt about Intel's stock performance or the impact of AI on the semiconductor industry would be relevant given the user's interests.

Finally, I should wrap it up with a conclusion that highlights the benefits and encourages the user to leverage deep research for their specific needs, like analyzing NVIDIA's investments or tracking AI trends.

I need to make sure the explanation is clear and tailored to the user's background, avoiding overly technical jargon but still providing enough detail to be useful. Also, ensuring that the response adheres to the format and logic requirements specified, with proper citations where necessary.

**Deep Research: A Comprehensive Guide**

**Introduction:**
Deep Research is an advanced AI-powered tool designed to conduct in-depth, multi-step research tasks. It autonomously searches the web, compiles sources, and generates detailed, structured reports, akin to the work of a trained analyst. This feature is currently available in platforms like ChatGPT Pro, Google's Gemini, and Perplexity, each offering different tiers of access and functionality.

**Key Features:**
- **Autonomous Research:** Capable of browsing the web and analyzing multiple sources to synthesize information.
- **Structured Reports:** Generates comprehensive reports with citations, ideal for complex topics.
- **Time Efficiency:** Tasks typically take between 5 to 30 minutes, depending on complexity.
- **Advanced Capabilities:** Some versions may include visualizations and file analysis.

**How to Use Deep Research:**

1. **Accessing the Tool:**
- **ChatGPT Pro:** Select the "Deep Research" option when inputting your prompt.
- **Gemini Advanced:** Navigate to the Gemini web app, choose Gemini Advanced, and initiate the research.
- **Perplexity:** Available for free with limitations on usage.

2. **Crafting Effective Prompts:**
- **Specificity:** Clearly define your query. Example: "Analyze the impact of AI on the semiconductor industry, focusing on NVIDIA's investments."
- **Structure:** Use prompts that guide the tool, such as requesting specific sections or data types.

3. **Example Prompts:**
- "Provide a detailed analysis of Intel's stock performance over the past quarter, including market trends and analyst predictions."
- "Research the latest developments in AI chip technology and their implications for the tech sector."

**Considerations and Limitations:**
- **Verification:** Due to potential inaccuracies, always verify critical information, especially in fields like finance or healthcare.
- **Cost and Access:** Availability varies; ChatGPT Pro requires a subscription, while Perplexity offers free access with limitations.

**Conclusion:**
Deep Research is a powerful tool for conducting thorough analyses, particularly useful for investors and researchers. By leveraging its capabilities, users can efficiently gather insights and make informed decisions. For those interested in tech stocks, such as NVIDIA, deep research can provide valuable analyses on market trends and company performance, aiding in strategic investment decisions.