🤝 AidfulAI Newsletter #28: Big Leap Forward with ChatGPT's "All Tools" Suite
Dear curious minds,
Welcome to the ultimate newsletter for those interested in Artificial Intelligence (AI) and Personal Knowledge Management (PKM). In this week's issue, I bring to you the following topics:
OpenAI's New GPT-4 "All Tools"
RedPajama-Data-v2: A Massive 30 Trillion Token Open Dataset
Stability AI's Suite: Sky Replacer, 3D and FineTuning
Moonshots with Tony Robbins: A Path to Transformative Goals
If nothing sparks your interest, feel free to move on, otherwise, let us dive in!
🚀🛠 OpenAI's New GPT-4 "All Tools"
OpenAI started to roll out a new version of GPT-4 called "All Tools" to ChatGPT that combines various GPT-4 functionalities. Users can seamlessly use Browsing, Advanced Data Analysis, and DALL·E without switching. Despite the name, "All Tools" does not yet support the endless number of plugins.
The update enables many new use cases. One example is that users can now upload an image and create a new one, extending DALL·E 3's capabilities.
Furthermore, document uploads, including PDFs and data files, are now more prominent, making analysis more straightforward. Before, this was only possible in the “Advanced Data Analysis” model.
"All Tools" boasts an impressive 32k token context size, confirmed by @spdustin on Twitter. So far, the token context windows in ChatGPT were 8k for GPT-3.5 and 4k for GPT-4. Going up to 32k for GPT-4, like already possible with the API, is a massive boost!
My take: The new updates are opening up so many opportunities. We're getting really close to using multipurpose AI tools that work well in many situations. As these tools come together, we can do even more with AI, and it's an exciting time to see where this will take us.
❤️🛌 RedPajama-Data-v2: A Massive 30 Trillion Token Open Dataset
Together AI has released RedPajama-Data-v2, a new version of the dataset with 30 trillion filtered tokens, a significant increase from the 1 trillion tokens in v1 released in March.
This dataset covers 5 languages: English, French, Spanish, German, and Italian, making it more versatile than v1, which primarily focused on English.
It includes 40+ pre-computed quality annotations for data filtering and weighting, a feature that v1 had but is more extensive and refined in v2.
The dataset is based on CommonCrawl dumps, similar to v1, but v2's data processing steps, including deduplication and quality assessment, are more advanced, making it a more polished resource.
RedPajama-Data-v2 simplifies the process of obtaining high-quality data for training large language models and is a valuable resource for LLM developers and researchers.
My take: RedPajama-Data-v2 is a game-changer for language model training, offering a larger, more diverse, and better-annotated dataset compared to v1, which enhances the capabilities and potential of language models.
🌆🎨 Stability AI's Suite: Sky Replacer, 3D and FineTuning
Stability AI previews new features and their enterprise-grade API in a blog article.
The Sky Replacer Tool lets users change the sky in their images. It offers nine beautiful options and is especially targeted for real estate professionals and other businesses which don’t have the time to wait for the perfect weather to take the perfect photo. You can test and use it on Clipdrop.
Before and after using Sky Replacer Tool: The image on the left shows the original scene, while the image on the right reveals the stork nest area with some imperfections after sky replacement. Notice the subtle color adaptation in the landscape, complementing the new red sky. The Stable 3D Private Preview is showcasing another upcoming release. It helps designers and artists create 3D objects with ease. Users can start from images, illustrations, or text. The resulting 3D models come in the popular ".obj" format.
Four examples of 3D-models created from text prompts by Stable 3D. [source] Stable FineTuning Private Preview is all about customization. Users can transform their images into digital art. It will be a great new option for sectors like gaming, entertainment, and advertising.
Stability AI is also supporting transparency. They've added Content Credentials and invisible watermarking to their AI-generated images.
My take: Stability AI's tools are set to reshape digital creation. While proprietary tools such as Midjourney and DALL-E 3 have been at the forefront of this revolution, Stability AI has consistently provided an open alternative. Their latest updates further expand their suite of features and capabilities, solidifying their position in the industry.
🎧🌕 Moonshots with Tony Robbins: A Path to Transformative Goals
Tony Robbins' conversation with Peter Diamandis at the Abundance360 Summit delves into setting and achieving moonshot goals and is shared in episode #69 of the Moonshots with Peter Diamandis podcast.
Robbins shares a key Thanksgiving memory about his father and a delivery person, which taught him about the importance of being generous and seeing things differently.
Life's trajectory, Robbins suggests, is steered by the decisions of what we focus on, how we interpret experiences, and how we respond to them.
Having strong enough reasons and a big enough why can help figure out how to do anything.
Execution is power, not knowledge. Taking action, even if it's the wrong action, leads to quicker learning.
My take: Listening to the podcast was very engaging, showcasing once again that Tony Robbins excels at communicating his ideas and mission. His ability to articulate the path from insight to impactful action is motivating, but also a testament to his skill as a master strategist and communicator.
Disclaimer: This newsletter is written with the aid of AI. I use AI as an assistant to generate and optimize the text. However, the amount of AI used varies depending on the topic and the content. I always curate and edit the text myself to ensure quality and accuracy. The opinions and views expressed in this newsletter are my own and do not necessarily reflect those of the sources or the AI models.