OpenAI o3 model is released by OpenAI by end of December 2024. It excels at reasoning tasks such as software engineering (SWE-bench) and Competition Code (CodeForces) OpenAI O3 achieved 71.7% accuracy on SWE-bench and scoring 96.7% accuracy on the AIME 2024 (OpenAI o1 scored 83.3%).
If you watched youtube live https://www.youtube.com/live/SKBG1sqdyIU, the most exciting part of the OpenAI o3 model release is the ability on the EpochAI Frontier Math Benchmark, which is new still in research stage Math problems, which requires professional Math scientist to spend hours or days to get the correct answer. If the these new research Math problem can be solved by AI models, certainly it already surpasses 99.9% human intelligence.
It seems like the CodeForce improvements o3 (2727) over o1 (1891) is already significant enough. Not sure whether it can understand product managers' ambiguous requirements. Should I worry about my positions as SDE?
OpenAI o3 scored 25.2 accuracy on Epoch AI Frontier Math benchmark compared to o1 model' 2.0 score, which is a significant improvement over previous SOTA. Right now since it's still not open to public, the best I can think of it's the breakthrough in Reinforcement learning.
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We are witnessing great success in recent development of generative Artificial Intelligence in many fields, such as AI assistant, Chatbot, AI Writer. Among all the AI native products, AI Search Engine such as Perplexity, Gemini and SearchGPT are most attrative to website owners, bloggers and web content publishers. AI Search Engine is a new tool to provide answers directly to users' questions (queries). In this blog, we will give some brief introduction to basic concepts of AI Search Engine, including Large Language Models (LLM), Retrieval-Augmented Generation(RAG), Citations and Sources. Then we will highlight some majors differences between traditional Search Engine Optimization (SEO) and Generative Engine Optimization(GEO). And then we will cover some latest research and strategies to help website owners or content publishers to better optimize their content in Generative AI Search Engines.
We are seeing more applications of robotaxi and self-driving vehicles worldwide. Many large companies such as Waymo, Tesla and Baidu are accelerating their speed of robotaxi deployment in multiple cities. Some human drivers especially cab drivers worry that they will lose their jobs due to AI. They argue that the lower operating cost and AI can work technically 24 hours a day without any rest like human will have more competing advantage than humans. What do you think?
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