AI Faceoff: ChatGPT vs. Deepseek vs. Grok | The Brainstorm EP 79
Feb 25, 2025
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Join Frank Downing, ARK Invest's Director of Research for Next Generation Internet, as he explores the AI faceoff between ChatGPT, Deepseek, and Grok. They conduct live tests analyzing stock market trends and tackle coding challenges, revealing the strengths and weaknesses of each model. Beyond performance, they discuss the implications of quantum computing on AI, emphasizing user experience and materiality in research. Dive into this lively debate filled with insights on the future of AI technology!
The podcast emphasizes the varying strengths of AI models like ChatGPT, Grok, and Deepseek in analyzing stock trends and solving problems.
It highlights the ongoing challenges in AI's reasoning abilities, particularly in basic puzzle-solving tasks that require deeper logical understanding.
Deep dives
Testing AI Models in Real-Time
The podcast focuses on a comparison of three leading AI models to evaluate their capabilities in generating timely reports on stock market movements. Each model, including ChatGPT, Perplexity, and Grok3, is tasked with searching the internet and synthesizing relevant information to provide a comprehensive summary. The results display notable differences in performance, with ChatGPT finishing first, albeit revealing some inaccuracies in data references from Grok and Perplexity. This practical testing demonstrates the importance of real-time accuracy and showcases the varying strengths of each model in handling complex queries.
The Challenges of AI Problem Solving
A puzzle-solving challenge is introduced to further assess the reasoning skills of the AI models, which highlights their limitations in more straightforward tasks like basic game scenarios. The models are expected to use their reasoning capabilities to process the iterative nature of the game, yet two of them struggle significantly. Despite their speed, the AIs showcase the ongoing need for improvement in understanding and correctly addressing simple logical puzzles. This indicates that while AI has advanced in many areas, there remains substantial room for growth in nuanced problem-solving tasks.
Insights on Quantum Computing Analysis
An inquiry into quantum computing’s potential impact brings forth varied responses from the AI models, demonstrating their differing analytical abilities and depth of understanding. While Grok provides an engaging overview of quantum computing, including defining key metrics and challenges, Perplexity presents a more data-driven analysis with numerical forecasts but lacks foundational context. ChatGPT's response is seen as less insightful, merely summarizing without a thorough analysis. This comparison illustrates not only the distinct capabilities of each AI but also highlights the importance of clarity and structure in generating informative responses on complex topics.
We’re entering the AI battle arena today! Sam Korus and Nicholas Grous are joined by ARK Director of Research, Next Generation Internet, Frank Downing, to dive into the performance of three leading AI models: ChatGPT, Deepseek, and Grok. They conduct real-time tests to evaluate how well these models can analyze stock market trends and solve puzzles. The conversation also touches on the implications of quantum computing and how it relates to AI advancements. Throughout the discussion, the hosts emphasize the importance of user experience and the varying strengths of each AI model, ultimately providing insights into their performance and usability.
If you know ARK, then you probably know about our long-term research projections, like estimating where we will be 5-10 years from now! But just because we are long-term investors, doesn’t mean we don’t have strong views and opinions on breaking news. In fact, we discuss and debate this every day. So now we’re sharing some of these internal discussions with you in our new video series, “The Brainstorm”, a co-production from ARK and Public.com. Tune in every week as we react to the latest in innovation. Here and there we’ll be joined by special guests, but ultimately this is our chance to join the conversation and share ARK’s quick takes on what’s going on in tech today.
Key Points From This Episode:
Grok stands out for its user-friendly interface and formatting.
Deepseek provides detailed responses but sometimes misses the mark.
ChatGPT is strong in coding and data analysis.
Understanding the context of questions is vital for AI responses.
AI models can save time on complex tasks but still have limitations.
The future of AI will likely involve more integration with quantum computing.
For more updates on Public.com:
Website: https://public.com/
YouTube: @publicinvest
X: https://twitter.com/public
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