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专注于电动车和能源领域的播客主持人和内容创作者。
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主持人:本期节目对 Gemini 2.5 Pro、DeepSeek R1、o3 和 o4-mini 四个 AI 模型进行了比较。Gemini 2.5 Pro 的主要优势在于其多模态感知能力,能够处理和整合文本、图像和视频等多种信息,从而更全面地理解信息。DeepSeek R1 则是一款注重推理能力的开源模型,其参数公开透明,方便研究人员进行研究和改进。其在需要逐步思考的任务中表现出色,例如调试代码和规划复杂项目。OpenAI 的 o3 和 o4-mini 模型体积小、速度快,在处理日常生活中常见的逻辑问题方面表现出色,适合需要快速响应的应用场景。 通过雷达图的比较可以看出,Gemini 2.5 Pro 和 DeepSeek R1 在各项性能指标上的表现较为均衡,而 o3 和 o4-mini 模型则在不同指标上的表现差异较大,这表明它们可能在某些特定领域更具优势。 总的来说,这四个模型各有千秋,Gemini 2.5 Pro 适用于需要多模态感知能力的场景,DeepSeek R1 适用于需要强大推理能力的场景,而 o3 和 o4-mini 则适用于需要快速响应和处理日常逻辑问题的场景。未来 AI 应用的发展可能更注重多模态、推理、速度和效率以及专业化等特性。

Deep Dive

Shownotes Transcript

DeepSeek R1, o3, and o4-mini—as they battle it out across key performance dimensions like reasoning, language understanding, and more.

Google's Gemini 2.5 Pro, the open-source DeepSeek R1, and OpenAI's o3 and o4-mini. It highlights a real-time reasoning test where these models were evaluated, showcasing their diverse strengths. Gemini 2.5 Pro excels in multi-modal perception, while DeepSeek R1 prioritises reasoning and is openly available. The newer o3 and o4-mini are noted for their speed and surprising real-world logic capabilities. The comparison uses a radar chart to visually represent each model's performance across different traits, offering a quick benchmark for developers, researchers, and AI enthusiasts to stay informed about the evolving landscape of generative AI.

🎥Four models. Same prompt. OpenAI’s new o3 and o4-mini dropped a couple days back, and they were immediately pitted against Gemini 2.5 Pro and DeepSeek R1 in a real-time reasoning test you can watch. What makes it interesting?

👉Gemini 2.5 leans into multi-modal perception.

👉DeepSeek R1 is a reasoning-first, open-weight rival.

👉o3 and o4-mini? Smaller, faster, but surprisingly sharp at real-world logic.

Want More AI Insights? Tune in to the AI Unraveled Podcast – your daily source for breaking news, expert interviews, and in-depth discussions on all things artificial intelligence at https://podcasts.apple.com/ca/podcast/ai-unraveled-latest-ai-news-trends-chatgpt-gemini-deepseek/id1684415169) Stay ahead of the curve in just a few minutes a day!

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