Recently, the "Information News" reported that OpenAI is developing a new generation flagship model code-named "Orion". Although its performance exceeds existing models, the improvement has not reached a leap like GPT-3 to GPT-4, especially in programming. This has triggered industry discussions on whether the development speed of large language models will gradually slow down, and has also prompted OpenAI to seek new technological breakthroughs.
Recently, according to the News of Information, the new generation flagship model that OpenAI is developing is code-named "Orion". Although its performance exceeds the existing model, its progress seems to slow down compared to the major leap in previous models. When testing the new model, employees found that Orion's improvement in some areas is not obvious compared to the leap from GPT-3 to GPT-4, especially in programming may not be reliable.
To address this challenge, OpenAI has set up a dedicated basic team to explore strategies to continue to improve the model in the face of increasingly scarce new training data. According to the report, these new strategies include using synthetic data generated by the artificial intelligence model to train Orion, and more improvements after the model training is completed.
OpenAI has not responded immediately to external inquiries. Regarding previous reports on flagship models, OpenAI has stated, "We do not plan to release the model code-named Orion this year."
This means that while OpenAI is constantly advancing the cutting edge of technology, the speed of model improvement may gradually slow down over time. In the field of artificial intelligence, how to maintain technological progress and innovation has become an important topic. The measures taken by OpenAI may provide new directions for future model development, but how to achieve real breakthroughs will take time to test.
As technology continues to evolve, OpenAI’s team is also thinking about more forward-looking strategies to ensure that it can continue to lead in future competition. Faced with technological bottlenecks, major companies in the industry may need to re-examine their development strategies to adapt to changing market demands.
Key points:
Although OpenAI's new model "Orion" has surpassed existing products, its improvement has significantly reduced.
OpenAI set up a basic team to explore improvement strategies when new training data are insufficient.
OpenAI has not yet given a clear answer to whether the "Orion" model will be released.
In the face of model research and development bottlenecks, OpenAI explores new strategies such as the use of synthetic data, and emphasizes the continuity and challenges of technological progress. This reflects that while the AI field is pursuing higher performance, it also faces the limitations of data resources and technical bottlenecks, and future development still needs to be explored continuously.