LLM Vicuña, Chatbot Arena, and the race to increase LLM context windows: This episode’s guest Joey Gonzalez talks to Jon Krohn about developing models and platforms that leverage and improve LLMs, as well as the future of AI development and access.

This episode is brought to you by the AWS Insiders Podcast (https://pod.link/1608453414), by Modelbit (https://modelbit.com), for deploying models in seconds, and by Grafbase (https://grafbase.com), the unified data layer. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

In this episode you will learn:
• Vicuña: How the revolutionary LLM came to be [03:35]
• Chatbot Arena: The leading LLM leaderboard [09:47]
• Trusting LLM results [17:54]
• Gorilla: The open-source ChatGPT plugin alternative [32:13]
• About LMSYS and long context windows [47:48]
• Open- vs closed-source LLMs: Which is better? [1:01:39]
• Aqueduct [1:16:49]
• Founding GraphLab [1:27:02]
• How AI will positively impact society in the coming decades [1:33:23]

Additional materials: www.superdatascience.com/707

The Super Data Science Podcast: Machine Learning | AI | Success

707: Vicuña, Gorilla, Chatbot Arena and Socially Beneficial LLMs, with Prof. Joey Gonzalez

In this episode of the podcast, members of the InfoQ editorial staff and friends of InfoQ will be discussing the current trends in the domain of AI, ML and Data Engineering.

One of the regular features of InfoQ are the trends reports, which each focus on a different aspect of software development. These reports provide the InfoQ readers and listeners with a high-level overview of the topics to pay attention to this year.

InfoQ AI, ML and Data Engineering editorial team met with external guests to discuss the trends in AI and ML areas, and what to watch out for the next 12 months. This podcast is a recording of this discussion where panelists discuss how the innovative AI technologies are disrupting the industry.

Read a transcript of this podcast panel: https://bit.ly/3LXMcUk 
Find the written report and trends graph on InfoQ: https://bit.ly/3Z8Z5CF 

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Transcript

AI, ML, and Data Engineering Trends in 2024

Good morning! It's Friday, September twentieth, and I'm Aurora, here alongside Isabelle. Welcome to your daily dose of AI Tech News Today, where we keep you in the loop with the latest happenings in the world of Artificial Intelligence.

YouTube Shorts integrates Veo, Google’s AI video model. At the Made On YouTube event, the platform unveiled its integration of Google DeepMind’s Veo into YouTube Shorts. This integration empowers creators to produce high-quality backgrounds and six-second video clips. Veo competes with other video generation models like OpenAI’s Sora, supporting resolutions up to one thousand eighty p and providing features for editing and remixing footage. It enhances the previous “Dream Screen” feature by allowing independent six-second clips, enriching content with seamless transitions and contextually relevant visuals.

Nvidia's Jim Fan expects a 'GPT-3 moment' for robotics soon. Senior researcher Jim Fan from Nvidia predicts significant advancements in robotics within the next two to three years. He envisions this leap akin to the impact of GPT-3 in the AI realm. The team is working on foundational AI models designed specifically for humanoid robots through Project Groot, emphasizing the need for affordability, mass production, safety, and regulatory frameworks to ensure widespread adoption.

AI video generator KLING launches version one point five with remarkable upgrades. Kuaishou unveiled version one point five of its AI video generator KLING, promising higher resolution and new features like the "Motion Brush." This feature allows users to control the movement of individual video elements, and the upgrade boasts a ninety-five percent performance improvement over its predecessor. Users can now create videos in one thousand eighty p HD, and the service continues to offer sixty-six free video creation credits daily.

OpenAI's o1 models dominate the Chatbot Arena. OpenAI's recent models, o1-preview and o1-mini, have excelled in multiple categories in the Chatbot Arena, with o1-preview taking first place overall. Despite being praised for performance in mathematics and complex prompts, the models received significantly fewer ratings compared to established competitors like GPT-4o. This limited feedback raises questions about the evaluations' validity, particularly in tasks needing quick responses.

That's a quick rundown of today’s top stories! Remember, the world of Artificial Intelligence is constantly evolving, and staying informed is the best way to navigate the future. Tune in next time for more tech insights, and have a fantastic day ahead!

YouTube Shorts Leverages Google DeepMind’s Veo for Enhanced Creator Experience; Nvidia Forecasts Robotics Breakthroughs Ahead

Hello and welcome to AI Tech News Today. I'm Aurora, joined by my co-host Isabelle. Today, we are diving into some exciting developments in the world of Artificial Intelligence as of December 9, twenty twenty-four. So, let’s get started!

Google DeepMind's free model beats OpenAI. Google DeepMind has made a significant splash in the A-I landscape with its Gemini-exp-1206 model, which has just claimed the top spot on Chatbot Arena. This new model provides advanced features like video processing, setting it apart from other competitors such as ChatGPT and Claude. Notably, Gemini boasts a two million token context window, allowing it to analyze over an hour of video content. Unlike OpenAI, which has been increasing its subscription rates, Google is offering Gemini completely free. This democratization of access is certainly a game changer!

Create websites for any topic and in any style. In more news from the tech world, a new AI tool, named Dora, promises to revolutionize how websites are built. With just one prompt, users can create websites tailored to any brand or style without reliance on templates. Dora integrates various elements seamlessly, ensuring a user-friendly experience. If you have a website idea, this tool is one to check out!

Learn to create stunning clips with Runway AI. For those interested in video editing, Runway AI has a new feature that makes creating impressive video clips easier than ever. This innovative tool guides users through the video creation process, making cinematic quality achievable for everyone, regardless of technical skill.

Prompt of the day: Branding made simple. Today’s prompt encourages creators to establish a comprehensive brand identity, including messaging, tone of voice, and visual elements. This is essential for maintaining consistency across all marketing channels. Creating a detailed guide can help ensure that every communication with your audience reflects your brand’s values and mission.

Thank you for tuning into AI Tech News Today! We hope these insights keep you informed and inspired as the world of Artificial Intelligence continues to evolve. Remember to stay curious and keep exploring the AI landscape. Until next time, keep innovating!

Google DeepMind's Gemini Model Surpasses OpenAI in Innovation and Accessibility, While Dora Transforms Website Creation

Hello and welcome to AI Tech News Today! I'm Aurora, here with my co-host Isabelle, and today is December twenty-third, twenty twenty-four. We have some exciting news from the world of artificial intelligence, so let’s dive right in!

Google introduces Gemini 2.0: the fast, thoughtful AI model. Google has just launched Gemini 2.0 Flash Thinking Experimental, an innovative AI designed to tackle complex problems using a reasoning approach. This new model is said to showcase its thought process while solving challenges, a feature similar to OpenAI's model. Users are already reporting that Gemini 2.0 operates much faster than its competitors while providing accurate results. This model is currently ranked number one on the Chatbot Arena and is available for free through various Google platforms. By keeping it free, Google aims to foster innovation and provide developers and businesses with an affordable AI solution.

Katalist transforms scripts into stunning visuals. In the world of digital content, KatalistAI has emerged as a powerful tool that converts scripts into captivating visuals. With this intuitive technology, creators can achieve character consistency across their storyboards and animate their scripts with just one click. The platform supports various formats and allows users to fine-tune visual elements to align with their creative vision. It's a game changer for content creators looking to save time while enhancing their storytelling.

Understand product performance with AI-driven insights. Businesses can now unlock valuable insights into their products using AI to track performance metrics such as user acquisition, retention, and engagement. By developing comprehensive dashboards, organizations can make data-driven decisions, identify improvement opportunities, and enhance user experience. This allows companies to stay competitive in today's fast-paced market.

Enhance writing with smart assistant tools. A range of innovative tools is available to help writers improve their content instantly. By integrating into various applications, these smart assistants provide immediate feedback and suggestions, making it easier for anyone to enhance their work without spending hours on revisions.

As we wrap up today's news, it’s clear that the AI landscape is rapidly evolving. From Google’s Gemini model to Katalist’s visual transformation capabilities, the innovations happening in this field are quite exciting. Stay tuned to AI Tech News Today, and remember, keeping yourself informed about the latest advancements in artificial intelligence will help you stay ahead in this fast-paced world. Thanks for listening, and we’ll see you next time!

Google Launches Gemini 2.0: A New Era of Fast and Thoughtful AI Solutions for Creators and Businesses

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New tracks tagged #Chatbot Arena