Mixture of Experts DeepSeek-V3-0324, Gemini Canvas and GPT-4o image generation
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Mar 28, 2025 
In this discussion, Kate Soule, Director at Granite, and Kush Varshney, IBM Fellow in AI Governance, dive into the future of open-source AI models. They talk about the latest DeepSeek-V3-0324 release and its implications for model evaluation beyond traditional benchmarks. The conversation shifts to Google's innovative Gemini Canvas and 2.5 feature, enhancing real-time coding experiences. They also explore the rising trends in AI image generation with OpenAI's GPT-4o, analyzing its cultural impact and ethical considerations.
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Best Model? Task-Specific
- The best model isn't universally defined; it depends on the specific task.
- Prioritize model performance on your target task over general benchmarks.
DeepSeek's Rapid Rise
- DeepSeek's rapid iteration and improvement reveals their team's strength.
- Their open-source approach fosters community innovation through shared building blocks.
Usage Trumps Benchmarks
- Model usage becomes a crucial success metric, surpassing benchmarks.
- Smaller, easily downloadable models are likely to see wider practical usage.