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- DeepSeek beats ChatGPT and How?
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Sneak peek of today's AI Toast:
š¤ Everything about DeepSeek
š©š»āāļø AI in Government
š Superhero Tools (Latest releases)
š„ Tutorial: How to use DeepSeek
Read time - 5 minutes
DeepSeek became the #1 app.
Crispy Bites: DeepSeek, a Chinese AI company, has developed the R1 model, which surpasses OpenAI's o1 in benchmarks like AIME, MATH-500, and SWE-bench Verified. Unlike ChatGPT, it is open-source, meaning anyone can use, modify, or share it for free. But is this a true breakthrough or just a PR stunt? Letās break it down:
DeepSeek R1 vs. OpenAIās o1: While OpenAI has been the undisputed leader in AI for years, DeepSeek is proving that the competition is catching up. By focusing on efficiency rather than sheer scale, DeepSeek R1 has matched or even surpassed OpenAIās o1 model in specific tasks. This means that DeepSeekās model isnāt just another chatbotāitās built for deeper problem-solving capabilities that could rival OpenAIās offerings in real-world applications.
Math Skills: Scores 97.3% vs. OpenAIās 96.4% on advanced math tests.
Software Engineering: Fixes 49.2% of coding errors vs. OpenAIās 48.9%.
Efficiency: Uses a specialized design (Mixture-of-Experts) to activate only parts of its system for tasks, reducing energy use.
Image Source: DeepSeek
The Shocking Cost Difference: One of the most surprising revelations? DeepSeek trained its model for just $5.6 million using 2,048 Nvidia H800 GPUs over two months. By contrast, OpenAIās GPT-4 model is estimated to have cost $63 million to train. DeepSeek has found a way to optimize AI development without burning an astronomical amount of cash. If true, this could change the economics of AI training forever.
Security Concerns: DeepSeek's app stores user data on servers in China, leading to national security concerns in the U.S. The U.S. Navy has even banned its members from using the app due to potential risks.
Impact on U.S. Tech Stocks: The success of DeepSeek has led to a significant decline in the stock values of major U.S. tech companies, with Nvidia experiencing a notable drop. Investors are now re-evaluating the future of AI development and the associated costs.
P.S. Even Sam Altman admits DeepSeek's achievements are "impressive," while doubling down on OpenAI's closed, compute-heavy approach.
Cybersecurity Challenges: Following its rapid ascent, DeepSeek reported large-scale cyberattacks, leading to temporary restrictions on new user registrations to ensure service stability.
President Trump response: President Trump says China's DeepSeek AI model is a "wake-up call" for American companies but it is a good thing for faster and cheaper methods of AI to be developed.
DeepSeek-R1ās rise highlights a major shift in AI development: affordability and transparency are becoming as important as raw power. While OpenAI remains dominant in many areas, DeepSeekās success proves innovation can thrive even with limited resources. This competition could accelerate AI advancements globally, but it also raises questions about ethics, security, and the future of technology.
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Crispy Bites: OpenAI has introduced ChatGPT Gov, a specialized version of its AI chatbot designed for U.S. government agencies. This initiative aims to provide secure and efficient AI solutions tailored to the unique needs of governmental operations.
Breakdown:
Deployment via Microsoft Azure: Agencies can implement ChatGPT Gov within their own Microsoft Azure cloud environments, facilitating better control over data management and security protocols.
Advanced Features: The platform offers functionalities such as saved conversations, the ability to create custom GPTs, and an administrative console for IT management, enhancing user experience and operational efficiency.
Support for Sensitive Data Handling: By utilizing ChatGPT Gov, agencies can securely manage non-public sensitive information, ensuring data integrity and confidentiality.
Collaboration with the UK Government: OpenAI is also working with the UK government to launch a similar AI chatbot on the UK.gov website, indicating a broader commitment to enhancing public services through AI.
By integrating ChatGPT Gov, government agencies aim to improve service delivery to the American public, leveraging AI to streamline operations and enhance efficiency.
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Superhero Tools (Latest)
ChatGPT Operator: An agent that perform tasks for you. (Link)
DeepSeek R1: New AI model from China (Link)
Canvas: New interface to write and code with ChatGPT (Link)
Learn how to use DeepSeek R1
Image Source: DeepSeek
To try DeepSeek-R1, follow these steps:
Visit DeepSeekās website: Link
Sign up for a free account.
Here are some example prompts to test its reasoning capabilities:
Math Problem: āSolve this equation: If xĀ² + 3x - 10 = 0, what are the values of x?ā
Coding Help: "Explain this Python error and suggest a fix: TypeError: āintā object is not iterable."
Logical Reasoning: "If all roses are flowers and some flowers fade quickly, does it mean all roses fade quickly?"
Learn how to use DeepSeek R1 here:
Course Name: DeepSeek for Beginners by Simplelearn: Course Link
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