New GPT-4o Mini is Here & More AI Use Cases

The AI Advantage
19 Jul 202421:08

TLDRThis week in AI brought a slew of exciting developments, including the release of the GPT-40 Mini by OpenAI, a model that promises improved efficiency and significantly reduced costs for developers. The video also highlights new AI tools like Chatbase for standalone chatbots, the potential of the open-source image generator Arlo, and the innovative Storm tool from Stanford, offering an alternative to Perplexity. Additionally, the video covers updates to the video generation tool Hyper AI, the Android release of the CLA app, and the impactful use of AI in education with the Study Buddy in Zulu, showcasing the global reach of AI advancements.

Takeaways

  • 🚀 OpenAI has released a new model called GPT-40 Mini, which is significant for the AI ecosystem and app development.
  • 📈 GPT-40 Mini shows impressive performance on benchmarks, being close to the full GPT-40 model, with a notable reduction in cost.
  • 💰 The pricing for GPT-40 Mini is significantly lower than previous models, offering a substantial discount and potentially impacting subscription fees for AI apps.
  • 🖼️ GPT-40 Mini supports text and vision, with plans to include text, image, video, and audio inputs and outputs in the future for full multimodality.
  • 🛠️ Chatbase allows users to build standalone chatbots that can be shared on websites or within teams, integrating with various platforms and requiring no code.
  • 🔍 Meta's MAF and Code models have been released under an open-source license, offering alternatives for developers in the AI space.
  • 📱 The release of the Android version of the 'Claw' app for Cloud users brings AI capabilities to a broader audience.
  • 🎨 Arlow, a new open-source image generator, has been praised for its adherence to prompts and high-quality output.
  • 📹 Genf Free, a state-of-the-art video generator, has released a prompting guide to help users create better video content.
  • 🤖 Hyper AI's 1.5 update for their video generator introduces new features like 8-second video generation and upscaling to full HD.
  • 🌐 Stanford's Storm is an open-source alternative to Perplexity that synthesizes topic outlines and incorporates multi-perspective question asking.

Q & A

  • What is the significance of the GPT 40 Mini release?

    -The GPT 40 Mini release is significant because it represents a new, more efficient model that outperforms other small models on typical benchmarks. It is close in performance to the GPT 40, making it a powerful tool for applications built on top of Open AI models. Additionally, its pricing is significantly lower than previous models, offering a 90% discount compared to the GPT 3.5 turbo, which could lead to cost savings for consumers.

  • How does the GPT 40 Mini model compare to GPT 3.5 turbo in terms of pricing?

    -The GPT 40 Mini model offers a much lower cost compared to the GPT 3.5 turbo. The price for a million tokens has dropped from $2 to 24 cents, representing a nearly 90% discount. This makes the GPT 40 Mini a more affordable option for developers and users.

  • What is the potential impact of the GPT 40 Mini on AI applications?

    -The GPT 40 Mini could have a significant impact on AI applications by providing a more cost-effective and powerful alternative to existing models. Its lower pricing and improved performance could lead to broader adoption in various applications, from customer support bots to content generation tools.

  • What is the role of Chatbase in the AI ecosystem?

    -Chatbase is a tool that allows users to build standalone chatbots that can be shared on websites or within teams. It integrates seamlessly with platforms like Notion and can handle more data than traditional GPT models. This makes it a valuable resource for developers looking to create customer support bots, lead generation tools, and other interactive AI applications without needing to write code.

  • How does the new image generator Arlow compare to other open source image generators?

    -Arlow is a new open source image generator that closely adheres to the prompts provided by users, which is a significant advantage over other generators that may ignore certain details. It is considered to be very good and is available on the File website, which also hosts a variety of other advanced models, making it a valuable resource for developers and artists.

  • What are the key features of the new Hyper AI video generator?

    -The new Hyper AI video generator can create 8-second videos and extend them by 4 seconds at a time. It also includes an upscaling feature that allows users to increase the resolution to full HD. The model is noted for its subtle movements and consistency, making it a reliable tool for generating usable video content.

  • What is the purpose of the new Stanford release, STORM?

    -STORM, which stands for Synthesis of Topic Outlines for Retrieval and Multi-perspective Question Asking, is an open-source alternative to Perplexity. It generates custom outlines from various internet sources and articles, and then simulates a conversation between a Wikipedia writer and a topic expert to create a full-length article. This approach provides a more structured and collaborative method for generating content.

  • How does the new image generator Aura flow compare to other models in terms of prompt adherence?

    -Aura flow is noted for its high level of prompt adherence, meaning it closely follows the details provided in the user's prompt. This is in contrast to some other generators that may overlook certain details or fail to include all the elements specified by the user.

  • What is the significance of the new Android app for the Cloud project?

    -The new Android app for the Cloud project allows Android users to access and utilize the Cloud project's features on their mobile devices. This is significant as it expands the accessibility of the project and provides a more convenient way for users to engage with the platform.

  • How does the study Buddy in Zulu, an AI tutor for schools in Africa, exemplify the global impact of AI advancements?

    -The study Buddy in Zulu demonstrates how AI advancements can be leveraged to support education in different parts of the world. Despite using an older model like Lama 2, it has been used by three million students to aid their learning process, showing the potential for AI to improve access to education and learning resources globally.

Outlines

00:00

🚀 AI Advancements in Summer: GPT 40 Mini and More

The script discusses the unexpected surge in AI developments during the summer, contrary to the assumption that progress would slow down. The highlight is the release of the GPT 40 Mini model by Open AI, which was initially noticed on the LMS chatbot Arena leaderboard. This model is significant as it offers a substantial improvement over its predecessor, GPT 3.5 Turbo, with a near 90% reduction in cost. The GPT 40 Mini is not only more affordable but also supports text and vision, with plans to include text, image, video, and audio inputs and outputs in the future. The implications of this release extend beyond just chatbots, affecting various applications that utilize AI models. The script also mentions the potential for cost savings to be passed on to consumers and the ease of integrating the new model into existing applications.

05:01

🤖 Chatbase: A Platform for Building Standalone Chatbots

The script introduces Chatbase, a tool that allows users to build standalone chatbots that can be shared on websites or within teams. Chatbase integrates seamlessly with platforms like Notion and can handle more data than traditional GPT models. The process of creating a chatbot on Chatbase is described, emphasizing its no-code interface and the ability to import files, text, and integrate with services like Notion and Zapier. The script also highlights the potential applications of Chatbase, such as customer support and lead generation, and encourages viewers to try the platform, which offers a free account for creating one chatbot.

10:02

🎨 Introducing Arlow: A New Open Source Image Generator

The script discusses a new image generator called Arlow, which has gained attention for its adherence to user prompts and its open-source nature. Arlow is hosted on the File website, which requires a GitHub account for access. The platform offers a variety of models, including those typically found in advanced workflows like Comfy UI. The script praises Arlow for its ability to closely follow prompts and generate detailed images, suggesting that it could be a strong contender in the open-source image generation space. The File website is also recommended for its selection of models and potential for exploration.

15:04

📚 Stanford's STORM: An Open-Source Alternative to Perplexity

The script introduces STORM, an open-source alternative to Perplexity developed by Stanford. STORM, which stands for Synthesis of Topic Outlines for Retrieval and Multi-perspective Question Asking, works by first creating a custom outline from various internet sources and then simulating a conversation between a Wikipedia writer and a topic expert to produce a full-length article. The script highlights the community-driven discovery of STORM and its potential to democratize access to AI-generated content. The process of using STORM is described, including the generation of an article based on a given title and description, and the script notes the importance of checking the sources used in the generated content.

20:04

🌐 Global Impact of AI: The Study Buddy in Zulu

The script concludes with a discussion on the global impact of AI, focusing on the Study Buddy in Zulu, an AI tutor used by three million students in Africa. This example underscores the broader implications of AI advancements, highlighting how open-source releases and AI models can empower communities worldwide. The script encourages viewers to consider the holistic impact of technology beyond their personal situations and to appreciate the potential for AI to aid learning and education in diverse contexts.

Mindmap

Keywords

💡AI

AI stands for Artificial Intelligence, which refers to the simulation of human intelligence in machines that are programmed to think and learn. In the video, AI is the central theme, with various AI models and tools being discussed, such as GPT-40 Mini and image generators. AI's role in enhancing applications and services is highlighted, emphasizing its rapid development and potential impact on various industries.

💡GPT-40 Mini

GPT-40 Mini is a newly released AI model by Open AI, which is mentioned as a significant development in the AI space. The model is noted for its improved capabilities and efficiency compared to previous models, such as GPT 3.5 Turbo. Its relevance is emphasized in the context of applications built on Open AI models, indicating a potential shift in the ecosystem due to its lower cost and better performance.

💡Open Source

Open Source refers to software or a product whose source code is made available to the public, allowing anyone to view, use, modify, and distribute it. In the video, several AI tools and models are highlighted as open source, such as the image generator Arlow and the alternative to perplexity, Storm. This openness is crucial for fostering innovation and collaboration in the AI community.

💡Perplexity

Perplexity, in the context of AI, typically refers to a measure of how well a model predicts a sample. However, in this video, it is mentioned as a proprietary AI tool that generates content. The release of an open-source alternative to perplexity, called Storm, is discussed, which aims to provide a similar functionality but with the benefits of being freely accessible and modifiable.

💡Image Generator

An image generator is an AI tool that creates images based on textual descriptions or prompts. The video mentions a new open-source image generator called Arlow, which is praised for its adherence to the prompts and its high-quality output. The significance of such tools lies in their ability to produce creative content, potentially revolutionizing fields like art, design, and marketing.

💡MLU

MLU stands for Mean Language Understanding, a metric used to evaluate the performance of AI models in language tasks. The video script mentions MLU scores (82 vs. 88) to compare the capabilities of different AI models, indicating that even small differences in these scores can have subjective impacts on user experience.

💡Multimodality

Multimodality in AI refers to the ability of a system to process and understand multiple types of data, such as text, images, video, and audio. The video discusses GPT-40 Mini's support for text and vision, with future plans to include support for image, video, and audio inputs and outputs. This capability is crucial for developing more comprehensive and interactive AI applications.

💡Chatbase

Chatbase is mentioned as a tool that allows users to build standalone chatbots that can be shared on websites or within teams. It is highlighted for its no-code interface and integration capabilities with platforms like Notion. The video script uses Chatbase as an example of how AI can be integrated into various workflows to enhance functionality and user interaction.

💡Stanford

Stanford University is referenced in the video as the source of new AI research, specifically the release of Storm, an open-source alternative to perplexity. The script discusses how this research contributes to the broader AI community by providing new tools and methodologies for content generation and knowledge synthesis.

💡AI Tutor

An AI tutor is a digital assistant designed to help with learning and education. The video script mentions an AI tutor called StudyBudd in Zulu, which is used by three million students in Africa. This example illustrates the global impact of AI, showing how it can be leveraged to improve educational outcomes in diverse settings.

Highlights

AI releases continue at a rapid pace, with new models and tools being introduced this week.

GPT 40 Mini is announced by Open AI, offering significant improvements over previous models.

GPT 40 Mini is highly relevant to apps built on Open AI models, potentially impacting their performance and cost.

The new model shows impressive benchmark scores, close to GPT 40, with a notable reduction in cost.

GPT 40 Mini pricing is significantly reduced, offering a 90% discount compared to previous models.

The new model supports text and vision, with plans to expand to text, image, video, and audio inputs and outputs.

Chatbase Doco is introduced, allowing users to build standalone chatbots outside of the Chat GPT interface.

Chatbase Doco offers no-code integration with platforms like Notion and Slack, enhancing user experience.

Mistral releases two new models, one specializing in MAF and another in code, both under the Apache 2.0 license.

The new image generator Arlow is introduced, offering high-quality image generation that closely adheres to prompts.

Arlow is available on the File website, which hosts a variety of advanced AI models.

Genf Free releases a prompting guide, providing users with techniques and examples for better video generation.

Hyper AI introduces a new version of their video generator, capable of producing 8-second videos with upscaling to full HD.

The new Hyper AI model is noted for its subtle movements and consistency, making it a reliable tool for video generation.

Stanford introduces Storm, an open-source alternative to Perplexity, capable of synthesizing topic outlines and multi-perspective question asking.

Storm utilizes internet sources to create custom outlines before simulating conversations to generate articles.

The Meta Block showcases an AI tutor for schools in Africa, demonstrating the global impact of AI advancements.

The AI tutor, Study Budd in Zulu, serves three million students, highlighting the potential of AI in education.