Powerful AI Use Cases That Work Today
TLDRThis week's AI news covers the excitement around GPT-2, a chatbot that has reappeared and is reportedly outperforming GPT-4 in several capabilities, particularly in coding. Users can test it on chat.lmsy.org, but access can be tricky and not very user-friendly. The episode also discusses the new Claude app on the Apple App Store, which is not accessible in Europe. The host highlights the importance of learning platforms like brilliant.org for mastering AI tools and building with AI. A leaderboard for large language models' inference speeds is introduced, with Mixol 7B on GRock chips being the fastest. The segment also covers Cleanlab DOI, a tool that provides a trustworthiness score for LLM answers, which could be a game-changer for businesses needing accurate responses. In the AI audio space, there's a debate over the use of AI-generated voices, with examples of Drake's use of AI to recreate Tupac's and Snoop Dog's voices and Randy Travis's use of AI to regain his singing voice after a stroke. The updates to the AI song generator Yuduo are discussed, including song extension and the addition of a Pro plan. A new Python package, scrape_graph_AI, is introduced for non-technical users to scrape websites and organize data with prompts. The episode concludes with the idea that combining multiple AI tools can lead to unique and creative results, as demonstrated by Jared Lou's combination of Adobe's Project Neo and Adobe Firefly.
Takeaways
- ๐ GPT-2 chatbot has re-emerged with improved capabilities, particularly in coding, and is considered superior to GPT-4 in several aspects.
- ๐ค Accessing the GPT-2 chatbot can be tricky and involves a process of 'rolling the dice' on chat.lmsy.org to get the desired model.
- ๐ฑ Claude, a new app in the Apple App Store, is not accessible in Europe without changing the Apple account country.
- ๐ Brilliant.org, the sponsor of the video, offers an interactive learning platform with lessons in math, data analysis, programming, and AI.
- ๐ A leaderboard for the speed of different large language models has been created, showing Mixol 7B on Groq chips as the fastest.
- ๐ cleanlab doai is a tool that provides a trustworthiness score alongside the answers from large language models, aiming to make them more reliable.
- ๐ต AI audio technology has been used in various ways, such as recreating voices without consent (Drake's case) and restoring a singer's voice after a stroke (Randy Travis).
- ๐ถ yudo, an AI song generator, has been updated to allow song extension and selective editing of tracks, making it a more capable tool for music creation.
- ๐ธ๏ธ scrape_graph_AI is a new Python package that scrapes websites and organizes data into a desired format when combined with a prompt.
- ๐ The power of AI lies in combining multiple tools for unique transformations, as demonstrated by Jared Lou's combination of Adobe's Project Neo and Adobe Firefly.
- ๐ The importance of being aware of the possibilities that AI offers and how they can be combined for innovative use cases is emphasized.
Q & A
What is the main topic of discussion for this week's AI news?
-The main topic of discussion for this week's AI news is the GPT-2 chatbot, its capabilities, and how it compares to GPT-4.
How can one access the GPT-2 chatbot?
-To access the GPT-2 chatbot, one can visit chat.lmsy.org, go to Arena, and type in a prompt. The chatbot might be selected for the conversation, but it requires a bit of luck as it's not guaranteed.
What is the significance of the GPT-5 in the context of AI releases?
-GPT-5 is considered the holy grail of upcoming AI releases, with people hoping it will have agentic frameworks and be significantly more reliable and advanced than GPT-4, including features like multimodality and improved search capabilities.
What is the issue with large language models when attaching external files?
-Large language models sometimes provide unpredictable responses, especially when external files are attached, which can introduce a lot of context but also uncertainty in the model's replies.
How does the tool cleanlab doai address the issue of unpredictable responses from LLMs?
-Cleanlab doai provides a trustworthiness score along with the answer from the LLM, indicating how reliable the answer is based on the data provided in the attached files.
What is the recent controversy surrounding the use of AI-generated voices in music?
-The controversy involves the use of AI to recreate voices without consent, as seen in Drake's use of AI to recreate Tupac's and Snoop Dogg's voices in a track. This has raised ethical concerns and led to the track's removal from Spotify.
How is AI being used to help Randy Travis, a singer who suffered a stroke?
-AI has been used to recreate Randy Travis's voice from his old recordings, allowing him to create music again despite the speech and language impairments caused by his stroke.
What is the new feature in the song generator tool 'yudo' that has significantly improved its capabilities?
-The new feature in 'yudo' is song extension, which allows users to extend the length of a generated song while considering the entire song structure, not just the last 30 seconds.
What is the purpose of the 'scrape graph AI' python package?
-The 'scrape graph AI' package is designed to scrape a website and organize the collected data into a desired format, such as a bullet point list of features, based on a given prompt.
How can combining multiple AI tools lead to unique results?
-Combining multiple AI tools allows for multiple transformations and can lead to unique results that are not typically seen. It enables users to leverage the strengths of different tools for more complex and creative outcomes.
What is the importance of being aware of the capabilities of various AI tools?
-Being aware of the capabilities of various AI tools is the first step to utilizing them effectively. It allows users to understand what's possible and to combine different tools for innovative and unique applications.
Outlines
๐ AI Developments and GPT-2's Enhanced Performance
The script discusses the ongoing advancements in AI, with a focus on the recent excitement around GPT-2, which has shown improved capabilities over GPT-4 in areas such as coding. The GPT-2 chatbot, initially available on LMS y.org, has re-emerged with an improved interface, although accessing it can be a bit of a gamble. The summary also touches on the anticipation for GPT-5 and the various ways AI is being used, including by major artists. The paragraph concludes with a mention of a new app by Claude, which is not accessible in Europe.
๐ Trustworthiness in AI and Audio Space Innovations
This paragraph delves into the challenges faced by large language models (LLMs), such as unpredictable responses, especially when processing external files. It introduces Cleanlab DOI, a tool that provides a trustworthiness score alongside LLM answers, which could be a game-changer for businesses needing accurate responses. The segment also explores the use of AI in the audio space, highlighting the controversial use of AI to recreate voices without consent, as seen in Drake's music, and the positive application of AI in restoring the singing voice of Randy Travis, who suffered a stroke. Additionally, it discusses updates to the AI music generator Yuduo, which now allows for song extension and selective editing.
๐ค Practical AI Tools: Scrape Graph AI and Creative Combinations
The final paragraph introduces Scrape Graph AI, a Python package that can scrape websites and organize the data into a structured format based on a given prompt. This tool is particularly useful for gathering data from the internet, even for non-technical users. The script emphasizes the potential for combining various AI tools for unique outcomes, as demonstrated by Jared Lou's use of Adobe's Project Neo and Adobe Firefly to create stylized 3D designs. The paragraph concludes by encouraging viewers to explore the possibilities of AI transformations and to review past episodes for further inspiration.
Mindmap
Keywords
๐กAI Power Tools
๐กLarge Language Models (LLMs)
๐กGPT-2 Chatbot
๐กMultimodality
๐กChat.LLMsY.Org
๐กClaude App
๐กBrilliant.org
๐กInference Speed
๐กCleanLab
๐กAI Audio Space
๐กYudo
๐กScrape Graph AI
๐กAdobe Firefly
Highlights
GPT-2 chatbot is performing better than GPT-4 in certain capabilities, particularly in coding.
The GPT-2 chatbot is accessible through chat.lmsy.org and offers incremental improvements over GPT-4.
GPT-5 is anticipated to have agentic frameworks and be more reliable than GPT-4, with expected multimodality and search capabilities.
A new leaderboard ranks large language models by inference speed, with Mixol 7B being the fastest.
Cleanlab DOI provides a trustworthiness score alongside answers from large language models to indicate reliability.
Drake used AI to recreate Tupac's and Snoop Dogg's voices without their consent in a new track.
Randy Travis, a singer who suffered a stroke, used AI to recreate his voice and continue creating music.
Yudo, an AI song generator, has been updated to allow song extension and selective painting of tracks.
Scrape Graph AI is a new Python package that scrapes websites and organizes data using prompts.
Combining multiple AI tools can lead to unique and innovative results.
Adobe's Project Neo allows users to create simple 3D designs which can then be stylized using Adobe Firefly.
Adobe Firefly's reference image feature can apply different styles to a given structure using a prompt.
The potential of AI transformers to perform multiple transformations opens up a wide range of creative possibilities.
AI tools are being used in increasingly diverse ways, from music production to creative writing and data analysis.
The AI news series aims to keep users informed about the latest developments and inspire them to explore new applications.
Brilliant.org is highlighted as a valuable resource for learning critical problem-solving skills and deepening knowledge about AI.
The AI audio space is seeing significant advancements with public figures using AI to recreate voices for various purposes.
