Why Google Will Make a Better Model Than OpenAI's o1
While OpenAI celebrates the success of the o1 launch, Google is silently developing a model that might surpass it. The competition between the two tech giants intensified after Google introduced Gemini in December last year.
Google's Upcoming Model
Insider Jimmy Apples hinted at Google's upcoming release in a video on X, suggesting that something better than o1 is on the way. Google's lead product manager for AI Studio and the Gemini API, Logan Kilpatrick, teased the launch of Gemini 2 with enhanced reasoning quality and a longer context window, possibly spanning billions or trillions of tokens.
Kilpatrick mentioned that Gemini 2 will be fully multimodal, capable of comprehending large videos seamlessly. This development poses a significant challenge to OpenAI's current model.
Google's Advancements in AI
Google has been incorporating innovative techniques and methods in its models. Since the introduction of Transformer by Google in the 'Attention Is All You Need' paper in 2017, OpenAI has also adopted Google DeepMind's reinforcement learning strategies, pushing Google to accelerate its model releases.
Recent revelations indicate that Google is planning to integrate the 'PLANNING' element into the LLM, inspired by technologies used in AlphaGo. This integration aims to equip the system with advanced planning capabilities and problem-solving skills.
Comparison with OpenAI's o1
OpenAI's o1 is believed to be the first successful commercial launch of a System 2 LLM, designed to mimic deliberate and analytical thinking. This model operates based on reinforcement learning techniques, continuously improving its chain of thought and problem-solving strategies.
On the other hand, Google is working on extending the chain of thought within its models since the release of Gemini, focusing on System 2 thinking for specialized tasks.
Google's Research and Collaborations
Google DeepMind's ongoing advancements, such as AlphaProof and AlphaGeometry 2, have showcased remarkable achievements, including a silver medal at the International Mathematical Olympiad. With the integration of Chain of Thought in Gemini, Google aims to outperform OpenAI's o1.
Future Innovations by Google
Google's commitment to advancing AI extends beyond model development. The company plans to introduce advanced generative AI tools for video content creation on YouTube, leveraging models like Veo and Imagen 3.
With continuous research and collaborations between the Gemini and DeepMind teams, Google is poised to lead the way in AI innovation, setting new benchmarks for the industry.
For more information about Google's AI advancements, you can visit their official website here.
