Google launches Gemini, a new AI model with multimodal and reasoning capabilities, challenging GPT-4. Features include analyzing complex information, generating code, competitive coding, and integration with multimodal interfaces. Speculations on Gemini's limitations and OpenAI's next announcement.
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Quick takeaways
Gemini is Google's new multimodal AI model with sophisticated reasoning capabilities, positioned as a competitor to OpenAI's GPT-4.
Gemini's natively multimodal design and reasoning abilities make it stand out for effectively combining text, code, audio, image, and video.
Deep dives
Gemini: Google's New AI Model Claims to Beat GPT-4
Google has officially launched Gemini, their new AI model. Gemini is positioned as a multimodal model with sophisticated reasoning capabilities. It has been widely anticipated as Google's answer to OpenAI's GPT-4. Initial benchmarks and reactions suggest that Gemini outperforms GPT-4 on various tasks, including reasoning, math, code, image, video, and audio. However, it should be noted that the version currently available is Gemini Pro, which competes with GPT-3.5, not Gemini Ultra that claims to beat GPT-4. Some question the cherry-picked benchmarks and the lack of clarity around Gemini Ultra's availability.
Multimodal Capabilities and Reasoning in Gemini
Gemini is designed to seamlessly understand and operate across different modalities, such as text, code, audio, image, and video. Unlike traditional multimodal models, Gemini is natively multimodal, pre-trained from the start to combine these modalities effectively. It is highlighted for its ability to perform sophisticated reasoning, extract insights from large volumes of data, and assist in various domains like science and finance. Gemini's reasoning capabilities are showcased in examples that include updating a database of papers and helping with physics homework explanations.
The Uncertainty and Questions Surrounding Gemini
While Gemini's initial performance and capabilities appear impressive, there are lingering uncertainties and questions. The version available, Gemini Pro, is not the highly anticipated Gemini Ultra that allegedly outperforms GPT-4. Some criticize the cherry-picked benchmarks and the comparison methodology used. Speculations arise about the limitations of language models and whether a plateau is being reached. OpenAI's next announcement is eagerly anticipated, as developers and users await practical testing of Gemini in real-world scenarios.
GPT-4 finally has a credible competitor as Google launches Gemini! NLW covers the three-size model, the emphasis on reasoning and multimodality, and why some are skeptical of Google's claims at outperforming OpenAI.
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