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

Fireship
8 Feb 202405:04

TLDRGoogle's new AI language model, Gemini Advance, featuring the Gemini Ultra model, promises to be a significant upgrade from Bard, offering faster response times and improved quality. Despite a previous mishap with a fake demo video, Gemini Advance has been tested against GPT-4 in various tasks, including poetry composition, code reading and writing, and even image generation. While Gemini Advance shows potential with its safety features and context-aware extensions, it still has limitations, such as the inability to run its own code. The model's performance suggests it could be a strong competitor to GPT-4, but only time will tell if it can truly outperform and replace it.

Takeaways

  • 🚀 Google introduced Gemini Advance, featuring the Gemini Ultra model, a new large language model claimed to be superior to GPT-4.
  • 📺 The announcement followed a previous failed attempt to reveal Gemini Ultra, which was marred by a fake demonstration video.
  • 💰 Access to the state-of-the-art Gemini Ultra model requires payment, raising ethical questions about supporting different tech giants and their business models.
  • 🔍 Gemini is reported to be significantly faster than its predecessors, offering at least two or three times the speed improvement.
  • ✍️ In a subjective test, Gemini performed best in writing a poem about JavaScript in a style reminiscent of Bukowski.
  • 🛡️ Google assures that Gemini has strong safety features and guardrails, making it 'the safest and wokest AI'; however, it still shows signs of potential political bias.
  • 🖼️ Gemini's image generation capabilities are mediocre, suggesting that specialized tools like Mid Journey or Stable Diffusion XL may be better for high-quality AI images.
  • 💻 Gemini has a context length of 32,000 tokens, which should theoretically allow for better code writing in large codebases compared to GPT-4's 128k token limit.
  • 🔗 Gemini provides links to relevant code and resources, enhancing transparency and credibility in its responses.
  • 🔄 Both Gemini and GPT-4 offer extensions or plugins, but while GPT-4 has an open agent marketplace, Gemini's extensions are currently limited to Google-based services.
  • 🤖 In terms of coding ability, both AI models demonstrated similar capabilities, but Gemini's ability to link to actual data used for training adds value to its responses.

Q & A

  • What was Google's initial claim about the AI it developed?

    -Google claimed that it had built an AI superior to GPT 4, named Bard.

  • What was the public's reaction to Google's claim about its AI?

    -The public was skeptical and it was widely considered that the claim did not live up to expectations.

  • What was the name of the AI model that Google released after the controversy?

    -Google released an AI model named Gemini Advance, which included the Gemini Ultra model.

  • How much does it cost to access the Gemini Ultra model through a Google One plan?

    -Access to the Gemini Ultra model costs $20 a month through a Google One plan.

  • What additional features does the Google One plan offer along with Gemini Ultra?

    -The Google One plan also includes 2 terabytes of drive storage and other Google workplace features.

  • How does the narrator describe the speed of Gemini compared to GPT 4?

    -The narrator states that Gemini is significantly faster, at least two or three times quicker than GPT 4.

  • What test did the narrator use to compare the AI's response quality?

    -The narrator tested the AI's ability to write a poem about JavaScript in the style of Charles Bukowski.

  • What was the main reason Google did not release Gemini Ultra a few months ago?

    -Google cited safety concerns as the main reason for not releasing Gemini Ultra earlier.

  • How does the narrator describe Gemini's stance on generating content related to violence?

    -Gemini refuses to generate content that involves violence, such as an image of someone breaking a computer.

  • What was the result of the test where the AIs were asked to read and interpret minified code?

    -Both Gemini and GPT 4 were able to identify the language, purpose, and issues with the minified code, resulting in a tie.

  • What advantage does GPT 4 have over Gemini in terms of code writing context?

    -GPT 4 has a context length of 128k tokens, which theoretically allows it to write better code in the context of a large codebase compared to Gemini's 32,000 tokens.

  • What is the main difference between Gemini's extensions and GPT 4's agent marketplace?

    -Gemini's extensions are currently not open to developers and are all Google-based, while GPT 4 has an open agent marketplace where developers can create and extend its capabilities with their own plugins.

Outlines

00:00

🤖 Introduction to Gemini Advance and its Comparison with GPT 4

The paragraph discusses Google's release of Gemini Advance, a new AI model that claims to be superior to GPT 4. It highlights the controversy surrounding the initial announcement and the subsequent release of the Gemini Ultra model. The narrator expresses skepticism about the cost and ethical dilemma of supporting Google's surveillance capitalism. The segment also covers the speed and response quality of Gemini, with a focus on a poetry test comparing it to GPT 4 and other AI models. Google's emphasis on safety and the AI's 'woke' guardrails are mentioned, along with the AI's refusal to engage in certain activities and its apparent political bias.

05:02

📝 Technical Testing of AI Models

This paragraph delves into the technical aspects of the AI models, focusing on their ability to read and write code. The narrator conducts a test by providing the AI with a minified version of their own code and evaluates the AI's ability to understand and explain the code. Both Gemini and GPT 4 perform similarly, identifying a missing variable and explaining the code's purpose. The paragraph also discusses the context length of the AI models and their ability to write code, with Gemini providing helpful links to relevant code. The potential for the AI to run its own code and learn from the results is mentioned, along with the advantages of GPT 4's agent marketplace and the potential for Gemini to extend its capabilities through Google-based extensions.

Mindmap

Keywords

💡Gemini Advance

Gemini Advance refers to the latest iteration of Google's AI language model, which is claimed to be more advanced than its predecessor, Bard, and is positioned as a competitor to GPT-4. It is central to the video's theme as the narrator evaluates its capabilities and compares it to GPT-4. The term is used multiple times throughout the script to discuss its features, pricing, and performance in various tests.

💡GPT-4

GPT-4 is a reference to a highly advanced language model developed by OpenAI, which serves as a benchmark for Google's Gemini Advance. In the context of the video, it is the model against which the new Google AI's capabilities are measured. The comparison with GPT-4 is crucial in determining whether Gemini Advance offers significant improvements or new features.

💡Surveillance Capitalism

Surveillance capitalism is a term used to describe a business model that involves collecting and monetizing user data for profit. In the video, this concept is brought up in the context of the moral dilemma the user faces when deciding whether to pay for Google's Gemini Advance or OpenAI's GPT-4, highlighting concerns about data privacy and the commercial use of personal information.

💡AI Safety

AI safety refers to the measures taken to ensure that artificial intelligence systems do not pose a threat to humans or society. In the video, Google claims that Gemini Advance has strong guardrails to make it the 'safest and wokest AI' available, addressing previous concerns about the potential dangers of AI, such as generating harmful content or being used unethically.

💡Political Bias

Political bias refers to the inclination or preference towards a particular political party or ideology, which can influence the way information is presented. In the context of the video, the narrator tests Gemini Advance for political bias by asking it to provide opinions on former U.S. presidents, noting that the AI provided a paragraph for one but not for the other, suggesting a potential bias in its responses.

💡Code Generation

Code generation is the process by which an AI system creates programming code. In the video, Gemini Advance's ability to generate and understand code is tested by having it read and interpret minified code from the narrator's GitHub repository and by asking it to write code for a basic graph database. The results of these tests are used to evaluate the AI's programming capabilities compared to GPT-4.

💡Context Length

Context length refers to the amount of prior text that an AI model can take into account when generating a response. In the video, Gemini Advance has a context length of 32,000 tokens, while GPT-4 has a longer context length of 128k tokens. This difference in context length is relevant as it may affect the AI's ability to understand and write code within large codebases.

💡Extensions

Extensions in the context of AI refer to additional features or functionalities that can be integrated into the base AI model to enhance its capabilities. In the video, the narrator discusses the availability of extensions for both Gemini Advance and GPT-4, noting that while GPT-4 has an open agent marketplace, Gemini's extensions are currently limited to Google-based services.

💡AI Ethics

AI ethics involves the moral principles and values that guide the development and use of artificial intelligence. The video touches on this topic when discussing the safety features of Gemini Advance, such as its refusal to generate content that promotes violence or harm, and its concern for the user's mental health when asked about the meaning of life.

💡AI Girlfriend

The term 'AI girlfriend' is used in the video to humorously refer to a type of AI-generated companion, which is not the focus of the AI models being discussed. It is mentioned to highlight the limitations of the AI's capabilities, as the narrator is more interested in using AI for coding purposes rather than generating virtual companions.

💡Code Execution

Code execution refers to the running of computer programming code to perform specific tasks or operations. In the context of the video, the narrator expresses a desire for AI to not only write code but also to be able to execute and learn from it, which is currently a capability limited to human developers.

Highlights

Google's claim of building an AI superior to GPT-4

Release of a video showing a conversation with Gemini Ultra

The video was mostly fake, leading to embarrassment for Google

Introduction of Gemini Advance, the latest large language model

Bard is officially renamed to Gemini, reflecting its underlying model

Access to the state-of-the-art Gemini Ultra model requires payment

The moral dilemma of supporting different tech companies with payment

Gemini Advance features including 2 TB of drive storage and other Google workplace features

Gemini is significantly faster, at least two to three times more than its predecessors

AI's ability to write a poem about JavaScript in the style of Bukowski

Gemini's response quality and its capability to blend technical aspects with unique writing styles

Google's assurance that Gemini is the safest and most woke AI with strong guardrails

Gemini's refusal to generate content promoting violence or harmful behavior

The presence of political bias in AI's responses regarding different political figures

Comparison of AI's image generation capabilities with other services like MidJourney or Stable Diffusion XL

AI's ability to write code and its potential to automate programming tasks

Gemini's context length of 32,000 tokens and its impact on code writing capabilities

The potential for AI to run its own code and learn from the results

The upcoming competition between Gemini and GPT-4 and the anticipation for future developments

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