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NVIDIA's Impact on Tech and AI
Sep 8, 2024
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Review flashcards
NVIDIA's Journey and Impact on the Tech Industry
Introduction
NVIDIA is a leading player in graphics and AI chip manufacturing.
Known for revolutionizing graphics with GeForce 256 and popularizing the term GPU.
Currently powering AI technologies like ChatGPT.
History and Background
Founded in 1993 by Jensen Huang, Chris Malachowski, and Curtis Priam.
Started with the aim to enhance PCs with 3D graphics, inspired by movies like Jurassic Park.
Initially operated out of a condo in Fremont, California.
Name inspired by the Latin word for envy.
Key Milestones
1997: Designed the first high-performance graphics chip.
1999: Released the first official GPU, GeForce 256.
2000: Became exclusive graphics provider for Microsoft’s Xbox.
2006: Introduced CUDA, a software toolkit that transformed AI applications.
2020: Acquired Mellanox, a data center chip company.
Business Strategy
Focused on GPUs which constitute over 80% of revenue.
NVIDIA is a fabless company, outsourcing manufacturing to TSMC to keep costs low.
Successful collaborations with the software community.
Contribution to AI
CUDA enabled a shift from serial to parallel computing, crucial for deep learning.
GPUs are central to large language models like ChatGPT.
AI applications include healthcare, art, and real-time translation.
Challenges and Risks
Dependence on TSMC in Taiwan poses geopolitical risks.
Navigating U.S.-China relations and export controls.
Managing the boom and bust cycle in crypto mining.
Innovations and Future Directions
Focused on developing AI chips and autonomous driving technologies.
Innovations like ray tracing and NVIDIA Omniverse for simulation and modeling.
Released new data center CPU, "Grace."
Market Impact
AI boom has increased demand for NVIDIA chips, despite challenges in GPU sales.
NVIDIA is a key player in cloud computing, robotics, and AI-driven applications across industries.
Conclusion
NVIDIA continues to lead in both gaming and AI sectors, with a strong focus on innovation and adaptation.
Potential for future growth in the Omniverse and other AI-driven applications.
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