Skill Leap AI - DeepSeek R1 vs ChatGPT o1 - Ultimate Test
The video compares the reasoning capabilities of Deep Seek R1 and Chat GPT-01 models using 10 different reasoning prompts. Deep Seek R1, an open-source model, can be downloaded and run locally, offering privacy advantages, while Chat GPT-01 requires a paid plan for enhanced privacy features. The comparison reveals that Deep Seek R1 often provides more detailed reasoning steps, although it is slower due to server load issues. In contrast, Chat GPT-01 is faster but sometimes less accurate in reasoning tasks. For example, Deep Seek R1 correctly identified multiple solutions to a math problem, whereas Chat GPT-01 only found one. Additionally, Deep Seek R1's reasoning process is more transparent, showing all steps taken to reach a conclusion, which can be beneficial for understanding complex problems. However, Chat GPT-01 offers a more user-friendly experience with quicker responses, especially in its Pro version, which is more accurate but costly.
Key Points:
- Deep Seek R1 provides detailed reasoning steps but is slower due to server load.
- Chat GPT-01 is faster but sometimes less accurate in reasoning tasks.
- Deep Seek R1 is open-source and can be run locally for privacy.
- Chat GPT-01 requires a paid plan for enhanced privacy features.
- Deep Seek R1 often finds multiple solutions to problems, showing comprehensive reasoning.
Details:
1. 🔍 Introduction to Deep Seek R1 and Chat GPT-01
1.1. Deep Seek R1 Reasoning Model
1.2. Chat GPT-01 Reasoning Model
2. 🧠 Importance of Reasoning Prompts
- The use of reasoning prompts led to a significant improvement in problem-solving accuracy, increasing it by 40%.
- Implementation of reasoning prompts resulted in a 30% reduction in time taken to reach a solution.
- Teams using reasoning prompts reported a 50% increase in collaborative efficiency.
3. 🔧 Configuration and Use of Deep Seek R1
3.1. Introduction to Deep Seek R1
3.2. Optimal Use Cases for Deep Seek R1
4. 💡 Analyzing a Logic Problem: Light Bulbs
- Activate the appropriate feature to maximize performance, particularly when using models like V3, which can be compared to Chat GPT-4.0 for efficiency.
- Utilize the Deep Seek open-source large language model, which allows for private downloads and usage, offering flexibility in solving logic problems.
5. 🔐 Understanding Data Privacy and Usage
5.1. Data Privacy Concerns
5.2. Data Usage Policies
5.3. Strategic Importance of Data Privacy
6. 📊 Performance Comparison on Diverse Reasoning Tasks
- ChatGPT requires a paid plan starting at $20/month for enhanced data privacy, while Deep Seek offers its privacy features for free.
- Paid versions of ChatGPT opt users out of data training by default, enhancing user privacy and control over personal data usage.
- Free versions of both Deep Seek and ChatGPT utilize uploaded data for training their AI models, potentially impacting user data privacy.
- Deep Seek provides a free version allowing data analysis without additional costs, making it accessible for users concerned with budget constraints.
- The implications of these differences mean users must weigh cost against privacy needs, as well as accessibility when choosing between these AI tools.