Google actually beat GPT-4 this time? Gemini Ultra released

Fireship
8 Feb 202405:04

TLDRThis video from the Code Report dives into the recent advancements in AI, comparing Google's newly released Gemini Advance, an evolution of Bard, with OpenAI's GPT-4. With a focus on speed, safety, and coding capabilities, the narrator evaluates each model's performance, from generating poems to programming tasks. Gemini Advance, described as faster and equipped with comprehensive safety features, is tested for its ability to understand and write code, and its adaptability to extensions, against GPT-4's broader context understanding and plugin marketplace. Despite the competition, the conclusion hints at a closely matched rivalry, leaving the tech community in anticipation of future developments.

Takeaways

  • 📡 Google announced Gemini Advance, a highly advanced AI, positioning it as a competitor to GPT-4.
  • 🔎 Bard has been rebranded to Gemini to reflect its advanced underlying model.
  • 💸 Access to the premium Gemini Ultra model requires a subscription through a Google One plan.
  • 🔥 Gemini boasts significant speed improvements, being two to three times faster than GPT-4.
  • 💭 Gemini excels in blending technical and creative tasks, outperforming GPT-4 in a poetry writing test.
  • 🛡️ Gemini emphasizes safety and "wokeness", with strong guardrails against misuse.
  • 📰 It demonstrates a cautious approach to content generation, avoiding politically sensitive or harmful outputs.
  • 👨‍💻 In programming tasks, both Gemini and GPT-4 show strong code reading and writing capabilities, with Gemini offering additional transparency by linking to relevant code.
  • 🚀 Gemini integrates with Google services, offering functionalities like flight searches and YouTube video summaries.
  • 📲 Despite its advancements, it's uncertain if Gemini will "kill" GPT-4, as both models offer competitive features and capabilities.

Q & A

  • What is Gemini Advance and how is it related to Google's previous AI models?

    -Gemini Advance is the latest, most advanced large language model released by Google, positioned as a successor to Bard and an upgrade from Gemini Ultra. It is marketed as the most advanced AI model, surpassing GPT-4 in capabilities.

  • What are the subscription costs and benefits of Gemini Advance?

    -Gemini Advance is available for $20 per month through a Google One plan, which includes access to the Gemini Ultra model, 2 terabytes of Google Drive storage, and other Google Workspace features.

  • How does Gemini Advance compare to GPT-4 in terms of speed?

    -Gemini is significantly faster than GPT-4, with response times being at least two or three times quicker.

  • Why was the release of Gemini Ultra initially delayed?

    -The release of Gemini Ultra was delayed due to safety concerns, ensuring it became the safest and most secure AI model available.

  • How does Gemini Advance handle requests for generating images or sensitive content?

    -Gemini Advance has strong guardrails against generating inappropriate or violent content, often refusing benign requests that could be interpreted as promoting violence or are politically sensitive.

  • Can Gemini Advance run code or analyze it like GPT-4?

    -Gemini Advance can run basic Python scripts and link to relevant code for transparency, but it's not as capable as GPT-4 in running or analyzing code, especially with attached data like CSV files.

  • What unique feature does Gemini Advance offer in relation to code generation?

    -Gemini Advance can link users to relevant code snippets or sources when it generates a result, offering more transparency about the data it used for training.

  • How does Gemini Advance's context length compare to GPT-4 Turbo?

    -Gemini Advance has a context length of 32,000 tokens, while GPT-4 Turbo boasts a significantly higher context length of 128,000 tokens.

  • What extensions or plugins does Gemini Advance support?

    -While Gemini Advance supports extensions, it primarily focuses on enhancing user interaction and productivity within the Google ecosystem.

Outlines

00:00

🤖 Google's Gemini AI: A New Challenger to GPT-4

The video discusses Google's claim of creating an AI superior to GPT-4, initially named Bold, which was later renamed to Gemini. It highlights the controversy surrounding a video where Google's AI, Gemini Ultra, was shown conversing like a human, which turned out to be mostly fake. Google has since released Gemini Advance, a large language model that users must pay for. The video explores whether Gemini is powerful enough to surpass GPT-4, comparing their speeds, response quality, and safety features. It also touches on Gemini's potential biases and its capabilities in code reading and writing, as well as its integration with Google services.

05:02

📝 Technical Testing of Gemini vs. GPT-4

The video script continues with a technical comparison between Gemini and GPT-4. It describes a test where both AIs were asked to write a poem in the style of Charles Bukowski about JavaScript, with Gemini performing the best. The script also discusses the safety measures implemented in Gemini, which prevents it from generating violent content or showing political bias. The AI's ability to generate images is compared, with both producing mediocre results, suggesting the use of other tools for high-quality image generation. The main focus of the user, however, is on AI's coding capabilities, leading to a series of tests to determine which AI is the better programmer.

Mindmap

Keywords

💡Gemini Advance

Gemini Advance represents Google's newest iteration of its large language model, positioned as superior to its predecessors and competitors like GPT-4. It symbolizes a leap in AI development, focusing on speed, safety, and advanced capabilities. In the script, it's described as the 'most advanced large language model the world has ever seen,' emphasizing its significance in the ongoing development and competition within AI technologies.

💡AI safety

AI safety is a critical concern in the development of intelligent systems, involving the implementation of measures to ensure AI behaves in a manner that is ethical, secure, and aligned with human values. In the context of the video, Gemini Advance is highlighted for its safety features, designed to avoid harm and bias, reflecting Google's response to previous criticisms about AI safety. This theme underscores the evolving standards and expectations for responsible AI development.

💡Guard rails

Guard rails in AI refer to built-in constraints or ethical guidelines that prevent the AI from engaging in or promoting harmful behavior. The script discusses Gemini Advance's 'strong guard rails,' which showcase Google's commitment to ethical AI by preventing the model from condoning violence or engaging in biased behavior, thereby contributing to the ongoing conversation about AI ethics and responsibility.

💡Surveillance capitalism

Surveillance capitalism is a concept where companies profit from the collection, analysis, and sale of personal data obtained through surveillance. The script touches upon the moral dilemma of supporting Google's business model, highlighting concerns about privacy and the commodification of personal information in the digital age, reflecting broader societal debates about privacy and corporate power.

💡AI poetry

AI poetry involves using artificial intelligence to create poems, blending technical skill with artistic creativity. The script uses poetry generation as a test to compare AI models, particularly evaluating their ability to mimic Charles Bukowski's style. This illustrates the versatility and advancing capabilities of AI in mimicking human-like creativity and the subjective nature of evaluating AI performance.

💡Political bias

Political bias in AI refers to the tendency of AI systems to favor certain political viewpoints over others, potentially due to biased training data or design choices. The script addresses concerns about Gemini Advance potentially exhibiting political bias in its responses, which is a critical aspect of the broader conversation on ensuring AI neutrality and fairness in processing and presenting information.

💡Code generation

Code generation with AI involves the automated creation of programming code, aiding developers in writing software more efficiently. The script compares the abilities of Gemini Advance and GPT-4 in generating and understanding code, highlighting the practical applications of AI in software development and the ongoing advancements in AI's programming capabilities.

💡Token length

Token length in the context of language models refers to the maximum amount of data (measured in tokens) the model can process in a single prompt. The script mentions Gemini's 32,000-token limit compared to GPT-4's 128,000, indicating the differences in their ability to handle large contexts or datasets, which affects their performance in tasks like code generation.

💡AI extensions

AI extensions refer to additional features or capabilities that can be added to a core AI model to enhance its functionality or integrate it with other services. The script discusses how both Gemini Advance and GPT-4 support extensions, although Gemini's are currently limited to Google-based services. This concept highlights the evolving ecosystem around AI models, enabling customized functionalities tailored to specific user needs.

💡Agent marketplace

The agent marketplace is a platform where developers can share and monetize extensions or plugins for AI models. Mentioned in the script in relation to GPT-4, it represents a significant development in the AI community, facilitating innovation and collaboration by allowing developers to contribute to the AI's capabilities and applications, indicating the move towards more open and collaborative AI ecosystems.

Highlights

Google claimed to have built an AI superior to GPT-4, named Gemini Ultra.

Controversy arose when a video showcasing Gemini Ultra's capabilities was deemed mostly fake.

Google released Gemini Advance, claimed as the most advanced large language model.

Bard has been renamed to Gemini, indicating a shift to the new underlying model.

Gemini Ultra is available through a paid subscription, including additional Google services.

Gemini is significantly faster than GPT-4, enhancing user experience.

Gemini produced a highly compelling poem about JavaScript, surpassing other AIs in creativity.

Google emphasizes Gemini's safety and ethical considerations, with strong guardrails in place.

Gemini displayed a cautious approach to sensitive or potentially harmful requests.

Comparison of image generation capabilities reveals limitations in both Gemini and GPT-4.

Gemini excels in coding tasks, with extensive context understanding and relevant code linking.

Gemini can run basic Python scripts, but lacks the direct execution capabilities of GPT-4.

Gemini extensions offer unique functionalities, though not yet open to external developers.

Gemini's potential to disrupt the AI landscape, challenging GPT-4's dominance.

The anticipation of the AI community's response to Gemini's advancements.

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