Author: IBL News

  • Meta Open-Sourced Llama 2, Its Newest Generative AI Model

    Meta Open-Sourced Llama 2, Its Newest Generative AI Model

    IBL News | New York

    Meta, in partnership with Microsoft, this week announced it is open-sourcing the Llama 2 generative AI model and making it available free of charge for research and commercial use.

    The company is including model weights and starting code for the pre-trained model and conversational fine-tuned versions too.

    Starting this week, Llama 2 is available in the Azure AI model catalog, enabling developers using Microsoft Azure to build with it. It is also available through Amazon Web Services (AWS), Hugging Face, and other providers.

    Llama 2 is optimized to run locally on Windows.

    Among other joined initiatives, Meta and Microsoft already collaborated to scale the adoption of PyTorch —which is now the leading framework for AI — on Azure.

    The Llama 2 model has been fine-tuned and red-teamed — tested for safety — through internal and external efforts.

    The team, which worked to generate adversarial prompts to facilitate model fine-tuning, plans to release updated fine-tuned models.

    Meta created this guide as a resource to support developers with best practices for development and safety evaluations.

    In addition, the company launched a new partnership program for academic researchers that aims to deepen its understanding of the responsible development and sharing of large language models. Researchers may apply to join a community of practitioners to share learnings on this important topic, and the community will form a research agenda to pursue going forward.
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  • LangChain announced LangSmith, a System for Evaluating and Monitoring LLM Applications

    LangChain announced LangSmith, a System for Evaluating and Monitoring LLM Applications

    IBL News | New York

    LangChain announced LangSmith, a unified platform, now in closed beta, for debugging, testing, evaluating, and monitoring Large Language Model (LLM) – powered applications this week.

    “LangSmith is a platform to help developers close the gap between prototype and production; it’s designed for building and iterating on products that can harness the power–and wrangle the complexity–of LLMs,” said the company.“LangChain has been instrumental in helping us prototype intelligent agents at Snowflake,” said Adrien Treuille, Director of Product at Snowflake.

    “LangSmith was easy to integrate, and the agnostic open source API made it very flexible to adapt to our implementation,” tacked on Richard Meng, Senior Software Engineer at Snowflake.

    Boston Consulting Group also built a highly customized and highly performant series of applications on top of LangChain’s framework by relying on this same infrastructure.
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  • McKinsey Selected Startup Cohere to Provide Clients Generative AI Solutions

    McKinsey Selected Startup Cohere to Provide Clients Generative AI Solutions

    IBL News | New York

    Consultancy giant McKinsey picked up neutral model provider, Cohere as a partner to sell AI-based customer engagement and workflow automation solutions to its enterprise clients.

    Cohere competes with OpenAI, Google, and Microsoft, with a focus on generative AI solutions for enterprises.

    McKinsey is also considering using Cohere to increase its internal efficiency and power the knowledge management system at the company.

    “We are seeing our clients consider cost, IP protection, and consumer privacy, and how the model is trained. We found Cohere to be one of the great solutions out there,” Ben Ellencweig, senior partner at McKinsey, told Reuters.

    Last month, Cohere raised $270 million from investors, including Nvidia, Oracle, and Salesforce Ventures, at a $2.2 billion valuation.

    It announced a partnership with Oracle, which will embed Cohere’s generative AI technology in its products.

    Bain and Company has teamed up with OpenAI, while Deloitte has partnered with Nvidia.
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  • Stability AI Launched a Free Sketch-to-Image Tool Named ‘Stable Doodle’

    Stability AI Launched a Free Sketch-to-Image Tool Named ‘Stable Doodle’

    IBL News | New York

    Stability AI, the London-based startup behind Stable Diffusion, this month launched a sketch-to-image tool named Stable Doodle, which converts simple drawings into dynamic images.

    This service, which leverages the latest Stable Diffusion model developed by this company, is available on the Clipdrop by Stability AI website and app (iOS and Google Play).

    Clipdrop is a platform acquired in March through its purchase of Init ML, an AI startup founded by ex-Googlers.

    Users can try out the tool without logging in, although there are daily usage limits.

    Stable Doodle is primarily designed for designers, illustrators, and hobbyists who can quickly bring their sketch ideas to life for presentation decks, websites, logos, and other creative projects. The tool also offers artistic customization with fourteen styles to choose from, including realistic, cinematic, creative, and origami styles.

    Stable Doodle even allows for artistic customization, providing fourteen styles to choose from via Stable Diffusion XL. Styles range from realistic (photography) to cinematic to creative (fantasy art and origami).

    Examples:

    Prompt: A comfy chair, ‘Isometric’ style

    Prompt: Cat with a jeans jacket, ‘Digital Art’ Style

    Prompt: Castle on a hill, winter, ‘Anime’ Style

    Prompt: Living room, ‘Comic Book’ Style

    Prompt: Cute owl, ‘Origami’ Style

  • Wix Released an AI Tool to Create Websites from Text Prompts

    Wix Released an AI Tool to Create Websites from Text Prompts

    IBL News | New York

    Web builder Wix unveiled this week an AI Site Generator tool that will let users design and build, through text prompts, complete websites, including a homepage, inner pages, and text and images. The specific availability date for these AI features remains unclear.

    The text for the generated site is created using OpenAI’s ChatGPT, while Wix’s own advancements handle the design and selection of images.

    Specifically, AI Site Generator takes several prompts: in a chatbot-like interface, the tool asks a series of questions about the nature of the site and business, attempting to translate this into a custom web template.

    If users find that the initial result is not satisfactory, they can instruct Wix to customize specific elements such as theme, layout, and images.

    In addition to this tool, Wix said that it plans to use AI to improve existing websites enabling users to easily add new pages or sections by describing their requirements.

    Wix is also introducing an Object Eraser that allows users to extract subjects from images and manipulate them.

    Furthermore, Wix AI will serve as an assistant to help businesses maximize the benefits of their websites. It will provide suggestions for website improvements and strategies based on personalized analytics and site trends. Users can automate tasks such as creating marketing campaigns, resulting in increased efficiency.

    Wix’s recently launched a text creator built on ChatGPT, which was giving users the ability to generate personalized content. It also had an AI generator for brainstorming web domain names.

  • Elon Musk Hires Top Researchers to Build a “Good AGI (Artificial General Intelligence)”

    Elon Musk Hires Top Researchers to Build a “Good AGI (Artificial General Intelligence)”

    IBL News | New York

    This weekend, Elon Musk this week-end announced the launch of xAI, a new organization that will work closely with Twitter, Tesla, and other companies, with the mission of “building a good AGI (artificial general intelligence) with the purpose of understanding the true nature of the universe.”

    xAI will be led by Elon Musk, CEO of Tesla and SpaceX, and veterans of DeepMind, OpenAI, Google Research, Microsoft Research, Tesla, and the University of Toronto, as shown in the picture above. The team — in the picture above — has an impressive background in AI and is advised by the director of the Center for AI Safety.

    “We have worked on and led the development of some of the largest breakthroughs in the field, including AlphaStarAlphaCodeInceptionMinervaGPT-3.5, and GPT-4,” said the company.

    In a Twitter Space discussion, Elon Musk said that xAI is being built as competition to OpenAI.

    • “The goal is to make xAI a useful tool for consumers and businesses, and there is value in having multiple entities and competition.”

    “There is a significant danger in training AI to be politically correct or training it not to say what it thinks is true, so at xAI they will let the AI say what it believes to be true, and it will result in some criticism.”

    “Tesla’s self-driving capabilities will be enhanced because of xAI.”

    “Ray Kurzweil’s prediction of AGI by 2029 is pretty accurate, give or take a year.”

    “I have seen no evidence of aliens whatsoever so far, and it’s possible that other consciousness may not exist in our galaxy.”

  • Open AI Will Access the AP News Agency’s Text Archive to Train Its Systems

    Open AI Will Access the AP News Agency’s Text Archive to Train Its Systems

    IBL News | New York

    The Associated Press (AP) reached a two-year deal with OpenAI last week to share access to select news content and technology.

    By striking a deal with OpenAI, AP aims to become an industry leader in developing standards and best practices around generative AI for other newsrooms, which are primarily its customers.

    As part of the deal, OpenAI will license some of the AP’s factual text archive dating back to 1985 to help train its AI systems.

    The AP will have access to OpenAI’s technology and product expertise.

    Earlier this year, AP launched an AI-enabled search tool that makes it easier for its clients to access its vast trove of photos and videos using descriptive language rather than traditional metadata.

    The AP does not yet use generative AI in its news stories.

  • Google’s Bard Allows Users to Listen to Responses and Adds Chats’ Activity

    Google’s Bard Allows Users to Listen to Responses and Adds Chats’ Activity

    IBL News | New York

    Google’s Bard’s chatbot unveiled new features yesterday, allowing users to listen to responses, change the tone (simple, long, short, professional, or casual) and style (shorten/formalize, etc.), and use over 40 languages, including Arabic, Chinese, German, Hindi, and Spanish.

    The company added other familiar features like a recent chats sidebar with pinned, renaming conversations, and the ability to share chats with other people.

    Another update refers to using images in prompts, giving users the ability to upload images with prompts, and Bard will analyze the photo to help.

    A new feature will allow exporting Python code to Replit in addition to Google Colab.



  • Anthropic Releases a New Version of Its AI Chatbot ‘Claude 2’

    Anthropic Releases a New Version of Its AI Chatbot ‘Claude 2’

    IBL News | New York

    Anthropic this week announced a new version of its AI chatbot named Claude 2, available in beta at claude.ai in the U.S. and U.K. It also can be accessed via AI.

    This AI company — which competes with OpenAI as well as startups such as Cohere and AI21 Labs — said that Claude 2 has longer memory and improved performance in coding, math, and reasoning.

    Like the old Claude (Claude 1.3), Claude 2 can search across documents, summarize, write and code, and answer questions about particular topics.

    “Our latest model scored 76.5% on the multiple-choice section of the Bar exam, up from 73.0% with Claude 1.3. When compared to college students applying to graduate school, Claude 2 scores above the 90th percentile on the GRE reading and writing exams, and similarly to the median applicant on quantitative reasoning.”

    “Think of Claude as a friendly, enthusiastic colleague or personal assistant who can be instructed in natural language to help you with many tasks,” added the company.

    Users can input up to 100K tokens in each prompt, which means that Claude can work over hundreds of pages of technical documentation or even a book. Claude can now also write longer documents, from memos to letters to stories up to a few thousand tokens.

    It’s the largest of any commercially available model. Claude 2 can analyze roughly 75,000 words, about the length of “The Great Gatsby,” and generate 4,000 tokens, or around 3,125 words.

    Currently, Claude powers Jasper AI, Sourcegraph’s coding assistant Cody, Poe, Notion, and DuckDuckGo’s Duck Assist.

    Google is among Anthropic’s investors, having pledged $300 million in Anthropic for a 10% stake in the startup. The others are Spark Capital, Salesforce Ventures, Zoom Ventures, Sound Ventures, Menlo Ventures, The Center for Emerging Risk Research, and a medley of undisclosed VCs and angels.

    To date, Anthropic, which launched in 2021, and led by former OpenAI VP of research Dario Amodei, has raised $1.45 billion at a valuation in the single-digit billions. The company estimates it’ll need — $5 billion over the next two years — mostly for computing power in the form of tens of thousands of GPUs to train its models.

    In addition to its own API, Anthropic plans to make Claude 2 available through Bedrock, Amazon’s generative AI hosting platform, in the coming months.

    https://vimeo.com/844014740/141c021b45

    https://vimeo.com/844019370/d1e5de8aa0

    News stories about Anthropic at IBL News 

  • Axim Collaborative Releases Palm, the 16th Version of the Open edX Platform

    Axim Collaborative Releases Palm, the 16th Version of the Open edX Platform

    IBL News | New York

    Axim Collaborative — MIT’s and Harvard University’s non-profit organization that manages the Open edX software and its community — released the 16th version of the platform, called Palm.

    This release spans changes in the code of the edX platform — used at edx.org — from October 11, 2022, to April 11, 2023.

    To date, Open edX releases have been Olive, Nutmeg, Maple, Lilac, Koa, Juniper, Ironwood, Hawthorn, Ginkgo, Ficus, Eucalyptus, Dogwood, Cypress, Birch, and Aspen.

    In Palm, the minimum required versions will be Docker v20.10.15 and Compose v2.0.0.Ecommerce now supports the new Stripe Payment Intents API and no longer uses the Stripe Charges API.

    Palm includes discussion improvements, with posts streamlined, allowing users to see more information at once. In addition, comments and responses can now be sorted in reverse order.

    The iOS and Android apps are seeing an update on the dashboard, header, and course navigation.

    The release notes feature additional breaking changes.