China STUNS OpenAI With NEW Model That BEATS OpenAI's 01 (Deep Seek ...)
Deep Seek AI recently unveiled their Deep Seek R1 light preview, showcasing superior capabilities in just 2 months and potentially surpassing Open AI. Known for their models like Deep Seek version 2.5 and Deep Seek Coda, Deep Seek AI excels in coding and language processing. Their unique feature of revealing the model's internal thought process provides valuable insights for prompt engineering and understanding model decisions, emphasizing the importance of effective prompts in AI models.
Competition from Deep Seek AI
The video discusses how increased test time compute leads to enhanced model performance, particularly evident in solving complex prompts and AI tests. This advancement challenges the status quo and showcases the rapid progress in AI technology.
Deep Seek AI Specialization and Performance
Deep Seek AI announced the release of their Deep Seek R1 light preview, showing significant capabilities and challenging benchmarks in just 2 months, surprising the industry and potentially one-upping Open AI.
Deep Seek R1 Light Preview Performance
Deep Seek AI, founded in 2023, specializes in coding, language processing, and has models like Deep Seek version 2.5 and Deep Seek Coda that outperform current AI benchmarks.
Scaling with Test Time Compute
Deep Seek R1 light preview surpasses Open AI's O1 preview in several benchmarks, such as Math 500 by a significant margin, showcasing remarkable performance improvements.
Model Thinking and Internal Processes
The video discusses how models like Deep Seek scale with test time compute, where increased compute leads to better model performance, particularly in solving difficult prompts and AI tests.
Prompt Engineering and Model Understanding
Deep Seek AI's unique feature involves showing the model's thought process internally to users, offering insights into how the model thinks and processes information, leading to better prompt engineering and understanding of model decisions.
Implications and Future Outlook
The importance of creating effective prompts for AI models is highlighted, with an example of a prompt testing the model's understanding of a marble in a cup scenario, showcasing the model's ability to reason based on the provided information.
The discussion delves into the implications of Deep Seek AI's advancements, how it challenges Open AI, and the future possibilities in the AI landscape with the rapid progress and performance improvements of AI models.
FAQ
Q: What is the specialty of Deep Seek AI?
A: Deep Seek AI specializes in coding and language processing.
Q: What are some models developed by Deep Seek AI?
A: Deep Seek AI has models like Deep Seek version 2.5 and Deep Seek Coda.
Q: How does Deep Seek R1 light preview compare to Open AI's O1 preview?
A: Deep Seek R1 light preview surpasses Open AI's O1 preview in several benchmarks, showcasing significant performance improvements.
Q: What is the unique feature of Deep Seek AI's models?
A: Deep Seek AI's models offer insights into the model's thought process internally to users, providing understanding of how the model thinks and processes information.
Q: Why is creating effective prompts for AI models important?
A: Creating effective prompts for AI models is crucial to understand the model's decision-making process and to improve prompt engineering.
