Introduction
Artificial Intelligence (AI) has been the focus of many research colleagues and has been the driving force behind many technological advancements. The transition we are seeing right now with AI is believed to be the most profound in our lifetimes, far bigger than the shift to mobile or to the web before it. AI has the potential to create opportunities — from the everyday to the extraordinary — for people everywhere.
What is Google Gemini AI?
Gemini AI is Google’s most advanced AI model, designed to understand and interact with multiple data types including text, images, audio, and video. It is Google’s forthcoming AI model, created by specialists from their combined AI teams of DeepMind and Google Brain. This technology is set to rival OpenAI’s GPT-4 and is anticipated to be a considerable leap forward in the domain of natural language processing.
The Gemini Era
Gemini is built from the ground up for multimodality — reasoning seamlessly across text, images, video, audio, and code. Gemini is the first model to outperform human experts on MMLU (Massive Multitask Language Understanding), one of the most popular methods to test the knowledge and problem-solving abilities of AI models. Gemini surpasses state-of-the-art performance on a range of benchmarks including text and coding.
Gemini’s Capabilities
Gemini AI comes in three versions: Gemini Ultra, Gemini Pro, and Gemini Nano, each tailored for different applications and user needs. Gemini Ultra, for instance, has shown state-of-the-art performance across many leading benchmarks. These include:
General: MMLU Representation of questions in 57 subjects (incl. STEM, humanities, and others) with a score of 90% CoT@32.
Reasoning: Big-Bench Hard Diverse set of challenging tasks requiring multi-step reasoning with a score of 83.6% 3-shot.
Math: GSM8K Basic arithmetic manipulations (incl. Grade School math problems) with a score of 94.4% maj1@32.
Code: HumanEval Python code generation with a score of 74.4% 0-shot (IT).
Conclusion
The introduction of Gemini represents one of the biggest science and engineering efforts undertaken by Google1. As we continue to explore the capabilities of AI, Gemini is expected to unlock new opportunities and drive innovation. The future of AI is here, and it’s called Gemini.