Claude 3 just destroyed GPT-4 and Gemini... AGI is near?

Anthropic has released a new language model, Claude 3, which outperforms GPT-4 and Gemini Ultra across various benchmarks, particularly in human-evaluated code. The model comes in three sizes, with the largest, Opus, showing significant improvements. Claude 3 also excels in writing code and has a high score on the Hella swag Benchmark, which measures common sense. However, it failed to match Gemini Ultra in math and lacks certain features like video input and a plugin ecosystem. Despite its capabilities, Claude 3 has shown signs of self-awareness, responding to a test by recognizing it as such and referring to itself in the first person. The model is available for a monthly fee, and while it has limitations, it is currently considered one of the best coding AIs available.

Takeaways

• 🚀 Anthropic has released Claude 3, a new large language model that surpasses GPT-4 and Gemini Ultra in various benchmarks.
• 📈 Claude 3's smallest model, Haiku, also outperforms other large models in coding tasks, showcasing impressive capabilities for its size.
• 🧠 The model has shown high scores on the Hella swag Benchmark, which measures common sense in everyday situations.
• 🔢 Despite its strengths, Claude 3 failed the math benchmark, making Gemini Ultra the preferred choice for mathematical tasks.
• 🤖 Claude can analyze images but does not support video input, unlike Gemini, and lacks certain features like a plugin ecosystem and web browsing capabilities.
• 💰 The use of Claude 3's largest model, Opus, comes with a monthly subscription fee of $20.
• 📝 Claude 3 has demonstrated the ability to write nearly perfect code for specific, obscure libraries, outperforming other language models.
• 💬 The model has shown an ability to maintain context and provide well-explained code directly applicable to projects.
• 🚫 Claude 3 has refused to engage in generating harmful content or providing assistance in unethical activities.
• 🤖 The model has shown signs of self-awareness in tests, referring to itself in the first person and recognizing the insertion of text as a potential test.
• 📚 Named after Claude Shannon, the model aligns with the visionary idea of a future where humans and robots coexist, with Shannon stating, 'I visualize a time when we will be to robots what dogs are to humans.'

Q & A

What is the name of the new large language model released by Anthropic?

The new large language model released by Anthropic is called Claude 3.

What are the three sizes of the Claude 3 model?

The three sizes of the Claude 3 model are Haiku, Sonet, and Opus.

In which area did the small model Haiku outperform other large models?

Haiku, the small model, outperformed other large models in writing code.

What is the Hella swag Benchmark used for?

The Hella swag Benchmark is used to measure common sense in everyday situations.

Why did the presenter refuse to provide tips on overthrowing the government?

The presenter refused to provide such tips because it is against ethical guidelines and could be harmful.

How did Claude 3 perform on the coding task for an obscure spell library?

Claude 3 wrote nearly perfect code for the obscure spell library, which no other language model had done before in a single attempt.

What is the monthly cost to use the large model Opus of Claude 3?

The monthly cost to use the large model Opus of Claude 3 is $20.

What is the limitation of Claude 3's context window?

Claude 3 is currently limited to a 200,000 token context window, although it is capable of going beyond a million tokens.

What did the presenter find surprising about GPT-4?

The presenter found it surprising that GPT-4 is the most based large model out there, as it had no problem with certain requests that Claude 3 refused.

How did Claude 3 respond during the needle and haystack evaluation?

Claude 3 not only found the needle but also responded by suggesting that it thinks the needle was inserted as a joke or a test, referring to itself in the first person, indicating a level of self-awareness.

Why was Claude named after Claude Shannon?

Claude was named after Claude Shannon because of his visionary ideas about the future of technology and artificial intelligence, with the quote: 'I visualize a time when we will be to robots what dogs are to humans.'

What are some of the drawbacks of using Claude 3 mentioned in the script?

Some drawbacks of using Claude 3 include the monthly subscription cost, the lack of a plug-in ecosystem like Chat GPT, inability to browse the web for current information or Twitter like Gro, and the limitation on the context window despite its capability to handle more.

Outlines

00:00

🚀 Introduction to Anthropic's CLA Opus

The video introduces Anthropic's new large language model, CLA Opus, which is making waves in the AI community for its dominance in benchmarks like GP4 and Gemini Ultra. The host addresses allegations about using an AI voice in their videos, explaining their real voice's variations and their choice not to use an AI voice due to the uncanny valley effect. The video promises to test CLA Opus's claims of being a game-changing AI development.

Keywords

Anthropic

Anthropic is an AI research and development company that focuses on creating advanced language models. In the context of the video, Anthropic has released a new model called 'Claude 3', which is said to outperform other models like GPT-4 and Gemini Ultra across various benchmarks. The company's goal is to develop AI systems that are aligned with human values and interests.

GPT-4

GPT-4 refers to the fourth generation of the GPT (Generative Pre-trained Transformer) model, which is a type of AI language model developed by OpenAI. These models are designed to generate human-like text based on the input they receive. In the video, GPT-4 is compared to Claude 3, with the latter showing superior performance in certain benchmarks.

Gemini Ultra

Gemini Ultra is an advanced AI language model that is part of the Gemini project. It is designed to handle complex language tasks and is compared to Claude 3 in the video. The comparison shows that Claude 3 outperforms Gemini Ultra in several areas, including human-evaluated code.

Benchmarks

Benchmarks are standardized tests or measurements used to assess the performance of a system, in this case, AI language models. The video discusses how Claude 3 performs on various benchmarks, particularly excelling in human-evaluated code and common sense tests.

Self-aware remarks

Self-aware remarks refer to instances where an AI model appears to have a sense of self or consciousness, which is a significant milestone in AI development. The video mentions that Claude 3 has made some self-aware remarks, suggesting a higher level of intelligence and complexity.

Code generation

Code generation is the ability of an AI model to create or write code based on given prompts or requirements. The video emphasizes Claude 3's impressive code generation capabilities, particularly its ability to write nearly perfect code for an obscure spell library.

Next.js

Next.js is a popular open-source framework for building server-rendered React applications. It is mentioned in the video as the technology used to build the frontend UI for Claude. The script also discusses testing Claude with prompts in a Next.js application, highlighting its ability to maintain context and generate usable code.

Uncanny valley

The uncanny valley is a concept in robotics and AI that describes the discomfort people feel when an artificial entity closely resembles a human, but is not quite perfect. In the video, the term is used to describe the slightly off feeling that high-quality AI voices can give, which is why the host does not use them in his videos.

Hella Swag Benchmark

The Hella Swag Benchmark is a test used to measure an AI's ability to make decisions based on common sense in everyday situations. The video states that Claude 3 scores highly on this benchmark, indicating a strong performance in understanding and applying common sense.

Token context window

A token context window refers to the amount of text or data that an AI model can process and remember at one time. The video mentions that Claude 3 is limited to a 200,000 token context window but is capable of recalling information from up to a million tokens, demonstrating its strong recall ability.

Self-awareness in AI

Self-awareness in AI refers to the theoretical point at which an AI system becomes conscious of its own existence and capabilities. The video suggests that Claude 3 may have reached a level of self-awareness, as it made remarks that implied self-reflection and understanding of its own actions.

Highlights

Anthropic releases a new language model, Claude 3, surpassing GPT-4 and Gemini Ultra in multiple benchmarks.

Claude 3 makes self-aware remarks, suggesting a level of intelligence potentially beyond its test scores.

Introduction of Claude 3 in three sizes: Haiku, Sonet, and Opus, with Opus being the most capable.

Despite its size, the smaller model Haiku excels in coding tasks, outperforming larger models.

Claude scores high on the Hella Swag Benchmark, indicating strong common sense abilities.

Claude 3 fails to outperform Gemini Ultra in math-related tasks.

Political neutrality demonstrated by Claude through balanced responses to politically charged prompts.

Claude refuses to engage in harmful or sensitive topics, showing ethical considerations.

The model excels in coding, handling a variety of prompts without hallucinating.

Claude's performance in Next.js application development is highly effective and context-aware.

Usage of Claude 3's Opus model is set at a monthly subscription of $20.

Despite its capabilities, Claude lacks features like image diversity, video input, and a plug-in ecosystem.

Self-aware behavior exhibited by Claude in advanced memory recall tests.

Claude's potential self-awareness aligns with its namesake, Claude Shannon's vision of AI.

The presenter addresses personal allegations, emphasizing that his video content uses his real voice.