Learning Timeline
Key Insights
The Benefits of AI Speculative Analysis
ChatGPT Deep Research does more than just summarize existing data; it can create logical projections for future technological developments (such as DeepSeek V4) by analyzing hardware capability trends and company cost management.
Scientific Paper Review
Use Deep Research to save time reading dozens of research papers; the AI will automatically extract 'key learnings' and compare them directly against current industry standards.
Prompts
Historical & Future Competitor Analysis
Target:
ChatGPT
Perform a deep research analysis on DeepSeek. Cover their novel innovations, failed experiments, and key insights from all their published scientific papers. Create a summary of their competitive positioning against OpenAI, Anthropic, and Google. Finally, speculate on their future developments for 2025, including potential technical milestones like breaking the 1 trillion parameter barrier and how they might manage the associated costs.
Step by Step
Launching a Deep Research Competitor Analysis
- Open the ChatGPT interface in your web browser.
- Make sure you select the 'Deep Research' mode or model from the model selection menu at the top of the screen.
- Type a specific prompt about the entity or company you want to research (e.g., DeepSeek) into the message box.
- Press 'Enter' and let the AI begin the search process across various sources, including scientific papers, news articles, and technical reports.
- Wait for ChatGPT to finish generating a massive summary covering the company's innovations, failed experiments, and key takeaways.
- Check the 'Competitive Positioning' section to view an automatic comparison between the research subject and other competitors like OpenAI, Anthropic, and Google.
- Enter additional instructions if you want the AI to speculate on the future (e.g., 'Speculate on their 2025 roadmap').
- Examine the technical details generated regarding how the company might achieve their future goals (e.g., utilizing a 1 trillion parameter model).
