The AI Canvas Newsletter #11
Amazon, Microsoft and OpenAI are all making the headlines to start off the year!
This Week in AI: Innovations, Reports, and Features
đź›’ Explore the GPT Store: OpenAI's new marketplace for over 3 million custom ChatGPT variants, featuring a community leaderboard and upcoming revenue opportunities for creators.
🏢 Microsoft Copilot for All: Expanding AI tools with Copilot Pro and enhanced access for SMBs, integrating GPT-4 Turbo across Microsoft 365 for improved productivity.
🤖 Meet Rabbit R1: CES 2024 introduces a novel AI device that simplifies personal computing with an AI assistant, prioritizing user privacy with individual cloud environments.
🔬 AI-Powered Chemistry: Microsoft and scientists accelerate material discovery using AI and high-performance computing, identifying promising battery materials in record time.
🎬 DragNUWA's Video Innovation: Microsoft's new model for precise video generation, combining text, image, and trajectory inputs for unprecedented control in video creation.
đź‘— AI Tailored Shopping at Amazon: Amazon Fashion's AI features offer personalized fit recommendations, enhancing the online shopping experience and reducing returns.
The New GPT Store: A Hub for Custom ChatGPT Variants
OpenAI introduces the GPT Store, a centralized platform where ChatGPT Plus, Team, and Enterprise users can discover over 3 million custom GPTs created by the community. The store offers a curated selection of GPTs across various categories and features a community leaderboard, weekly highlights of impactful GPTs, and a forthcoming revenue program for GPT builders.
Find out more Open AI’s blog here.
Microsoft Expands Co-pilot Access: AI Tools for Every Business Size
Microsoft expands its Co-pilot services, introducing Co-pilot Pro for individuals and making Co-pilot for Microsoft 365 available to small and medium-sized businesses with no seat minimum. The updates include advanced AI capabilities, such as GPT-4 Turboit and a suite of tools designed to enhance productivity and creativity across Microsoft applications, catering to the diverse needs of businesses and individuals alike.
Find out more Microsoft’s blog here.
Stable Diffusion 3: Text-to-Image AI Evolves
The Rabbit R1, unveiled at CES 2024, is a compact, AI-powered gadget that aims to streamline personal computing by replacing traditional app interfaces with an intuitive AI assistant. With a unique design, the R1 integrates with various services for tasks like booking travel or ordering food and emphasizes user privacy with a dedicated cloud environment for each user's actions.
Check out the release page here.
Accelerating Scientific Breakthroughs: AI and High-Performance Computing in Chemistry
Scientists at the Pacific Northwest National Laboratory, in collaboration with Microsoft, are leveraging AI and high-performance computing to drastically speed up the discovery of new materials, including a promising battery material identified in weeks instead of years. Utilizing Azure Quantum Elements, the team narrowed down millions of potential materials to a handful of viable candidates, showcasing a revolutionary approach to scientific research that could have broad implications for sustainability and other critical fields.
Read more here.
Gemma: Google's New Open Models
DragNUWA stands out as a cutting-edge video generation model that introduces a high level of control by integrating text, image and trajectory inputs. This model allows for precise manipulation of video elements, enabling the creation of videos that adhere to specific semantic, spatial, and temporal requirements. The research paper details how DragNUWA overcomes the limitations of previous models by providing fine-grained control and handling complex trajectories in open-domain scenarios.
Read more here.
Tailored Shopping: AI for a Custom Fit at Amazon Fashion
Amazon Fashion is updating its online shopping with four AI-driven features aimed at ensuring customers find their perfect fit. These innovations include personalised size recommendations, review highlights, re-imagined size charts, and fit insights, all designed to enhance the shopping experience by providing accurate, individualised fit guidance. By analysing vast amounts of data, Amazon's AI algorithms offer real-time size predictions and alternative style suggestions, improving customer satisfaction and reducing return rates.
Read more here.
Technical Reads
Shaping the future of advanced robotics – Google DeepMind
“Introducing AutoRT, SARA-RT and RT-Trajectory to improve real-world robot data collection, speed, and generalization.”
Attacks on machine learning models – Nikhil Ramesh
“With all the hype surrounding machine learning whether it’s with self-driving cars or LLMs, there is a big elephant in the room which not a lot of people are talking about. It's not the danger of ChatGPT taking your jobs or deepfakes or the singularity. It’s instead about how neural networks can be attacked.”
Hidden Changes in GPT-4, Uncovered -Â Dennis Miczek
“Recent changes made to ChatGPT’s GPT-4 interface significantly altered the model’s web browsing tools, preventing it from directly citing quotes from webpages and limiting viewing of full content. This analysis explores the underlying mechanism of GPT-4 web browsing, the hidden changes, and their implications.”
Anthropic Paper: Sleeper Agents – Anthropic
“We trained LLMs to act secretly malicious. We found that, despite our best efforts at alignment training, deception still slipped through.”
My AI Timelines Have Sped Up (Again) – Alexir Pan
GPT in 500 lines of SQL – quassnoi
Code
Journey Through the AI Canvas Podcast
Latest Episode of the AI Canvas
The AI Canvas - Generative AI in the Classroom: The Future of Learning with Francisco Recalde
In this enlightening episode of the AI Canvas podcast, host David Foster sits down with Francisco Recalde, Head of the Department of Languages at Dixon's Unity Academy, to explore the transformative effects of AI on education. They discuss AI’s potential in teaching and learning, the fear of AI replacing teachers, and the role of AI as a guide for students.
David Foster
Founding Partner, ADSP
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