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      TurboTax-maker Intuit offers an AI agent that provides financial tips

      news.movim.eu / ArsTechnica · Wednesday, 6 September, 2023 - 22:19 · 1 minute

    Piggy bank on a laptop computer with a robotic hand.

    Enlarge (credit: Getty Images )

    On Wednesday, TurboTax-maker Intuit launched an AI assistant called "Intuit Assist" that can provide AI-generated financial recommendations and assist with decision-making when using the company's software, Reuters reports . Inuit Assist uses a custom large language model platform called GenOS , and it is available now to all TurboTax customers and select users of Intuit's other products, including Credit Karma, QuickBooks, and Mailchimp, with a wider rollout planned in the coming months.

    "Consumers will find it easier than ever to manage and improve their financial lives," the company writes on its promotional website. "They’ll be able to get personalized recommendations throughout the year, with actions they can take to maximize their tax refund and accurately file taxes in record time with TurboTax. And they’ll be given the tools to make smart money decisions throughout their financial journey with Credit Karma."

    Intuit also sees Intuit Assist as a way to level the playing field for small and medium-sized businesses, which often lack the resources of larger companies. The AI assistant will reportedly help shorten the time it takes to file taxes and provide faster access to refunds, as well as offer personalized financial advice. Intuit Chief Data Officer Ashok Srivastava told Reuters that the company's AI models "competed favorably" against other AI systems in internal accuracy tests.

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      China keeps buying hobbled Nvidia cards to train its AI models

      news.movim.eu / ArsTechnica · Monday, 21 August, 2023 - 17:58

    The Nvidia H100 Tensor Core GPU

    Enlarge / A press photo of the Nvidia H100 Tensor Core GPU. (credit: Nvidia )

    The US acted aggressively last year to limit China’s ability to develop artificial intelligence for military purposes, blocking the sale there of the most advanced US chips used to train AI systems.

    Big advances in the chips used to develop generative AI have meant that the latest US technology on sale in China is more powerful than anything available before. That is despite the fact that the chips have been deliberately hobbled for the Chinese market to limit their capabilities, making them less effective than products available elsewhere in the world.

    The result has been soaring Chinese orders for the latest advanced US processors. China’s leading Internet companies have placed orders for $5 billion worth of chips from Nvidia, whose graphical processing units have become the workhorse for training large AI models.

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      Pocket assistant: ChatGPT comes to Android

      news.movim.eu / ArsTechnica · Wednesday, 26 July, 2023 - 15:08

    An OpenAI logo on top of an AI-generated background

    Enlarge (credit: OpenAI)

    On Tuesday, OpenAI released an official ChatGPT app for Android, now available in the Google Play Store in four countries: the US, India, Bangladesh, and Brazil, with more coming soon. As a client for OpenAI's language model family, the GPT-3.5 and GPT-4 models run on the cloud and provide results to your Android device. It also integrates OpenAI's Whisper model for speech recognition.

    ChatGPT, launched in November, is a conversational AI language model interface. As an AI assistant, it can help with summarization, text composition, and analysis. OpenAI bills its use cases as a way to seek "instant answers," "tailored advice," "creative inspiration," "professional input," and "learning opportunities."

    However, as we've noted in the past , ChatGPT is occasionally prone to confabulation (that is, making things up)—especially the GPT-3.5 model—so it's not entirely trustworthy as a factual reference. It can come in handy as a way to analyze data you provide yourself, though, so long as you're familiar with the subject matter and can validate the results.

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      New ChatGPT feature remembers “custom instructions” between sessions

      news.movim.eu / ArsTechnica · Monday, 24 July, 2023 - 20:14

    An AI-generated image of a chatbot in front of library shelves.

    Enlarge / An AI-generated image of a chatbot in front of library shelves. (credit: Benj Edwards / Stable Diffusion)

    On Thursday, OpenAI announced a new beta feature for ChatGPT that allows users to provide custom instructions that the chatbot will consider with every submission. The goal is to prevent users from having to repeat common instructions between chat sessions.

    The feature is currently available in beta for ChatGPT Plus subscription members, but OpenAI says it will extend availability to all users over the coming weeks. As of this writing, the feature is not yet available in the UK and EU.

    The Custom Instructions feature functions by letting users set their individual preferences or requirements that the AI model will then consider when generating responses. Instead of starting each conversation anew, ChatGPT can now be instructed to remember specific user preferences across multiple interactions.

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      Musk announces new AI company that seeks to “understand the universe”

      news.movim.eu / ArsTechnica · Wednesday, 12 July, 2023 - 19:20 · 1 minute

    Elon Musk speaks via video link at the opening ceremony of the World Artificial Intelligence Conference (WAIC) in Shanghai on July 6, 2023.

    Enlarge / Elon Musk speaks via video link at the opening ceremony of the World Artificial Intelligence Conference (WAIC) in Shanghai on July 6, 2023. (credit: REBECCA BAILEY/AFP via Getty Images)

    On Wednesday, Elon Musk formally announced the formation of xAI , a company aimed at understanding "the true nature of the universe" that will draw from a heavy bench of industry veterans to take on OpenAI's popular chatbot ChatGPT . Musk has criticized OpenAI publicly in the past.

    The inception of xAI dates back to March when Musk and Jared Birchall, the operator of Musk's family office, incorporated a business named "X.AI" in Nevada, according to Bloomberg . In keeping with the unconventional name, the company's website domain name is "x.ai". In April, reports emerged of Musk's ongoing dialogues with investors from Tesla and SpaceX regarding the potential funding of a new AI startup. Around that time, we reported that Musk purchased thousands of GPUs from Nvidia for AI use.

    The new company announced on its website that Musk will lead its core team himself, and it will rely on the talents of an array of AI industry veterans of tech giants such as Google's DeepMind, Microsoft, and Tesla, as well as academic institutions like the University of Toronto.

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      New ChatGPT rival, Claude 2, launches for open beta testing

      news.movim.eu / ArsTechnica · Tuesday, 11 July, 2023 - 19:43

    Anthropic Claude 2 logo

    Enlarge (credit: Anthropic)

    On Tuesday, Anthropic introduced Claude 2, a large language model (LLM) similar to ChatGPT that can craft code, analyze text, and write compositions. Unlike the original version of Claude launched in March, users can try Claude 2 for free on a new beta website . It's also available as a commercial API for developers.

    Anthropic says that Claude is designed to simulate a conversation with a helpful colleague or personal assistant and that the new version addresses feedback from users of the previous model: "We have heard from our users that Claude is easy to converse with, clearly explains its thinking, is less likely to produce harmful outputs, and has a longer memory."

    Anthropic claims that Claude 2 demonstrates advancements in three key areas: coding, math, and reasoning. "Our latest model scored 76.5% on the multiple choice section of the Bar exam, up from 73.0% with Claude 1.3," they write. "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."

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      OpenAI launches GPT-4 API for everyone

      news.movim.eu / ArsTechnica · Monday, 10 July, 2023 - 19:50 · 1 minute

    OpenAI launches GPT-4 API for everyone

    Enlarge (credit: OpenAI)

    On Thursday, OpenAI announced that all paying API customers now have access to the GPT-4 API. It also introduced updates to chat-based models, announced a shift from the Completions API to the Chat Completions API, and outlined plans for deprecation of older models.

    Generally considered its most powerful API product, the GPT-4 API first launched in March but has been under closed testing until now. As an API, developers can use a special interface to integrate OpenAI's large language model (LLM) into their own products for uses such as summarization, coding assistance, analysis, and composition. The model runs remotely on OpenAI's servers and provides output to other apps over the Internet.

    OpenAI says the GPT-4 API with 8K context is accessible to existing developers who have a successful payment history, with plans to open access to new developers by the end of July. And in a move to distance itself from older GPT-3-style models, OpenAI has also opted to begin retiring "Completions API" models in favor of newer Chat Completions API models. Since its March launch , OpenAI says that its Chat Completions API models now account for 97 percent of OpenAI's API GPT usage.

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      Sarah Silverman sues OpenAI, Meta for being “industrial-strength plagiarists”

      news.movim.eu / ArsTechnica · Monday, 10 July, 2023 - 19:42 · 6 minutes

    Comedian and author Sarah Silverman.

    Enlarge / Comedian and author Sarah Silverman. (credit: Jason Kempin / Staff | Getty Images North America )

    On Friday, the Joseph Saveri Law Firm filed US federal class-action lawsuits on behalf of Sarah Silverman and other authors against OpenAI and Meta, accusing the companies of illegally using copyrighted material to train AI language models such as ChatGPT and LLaMA .

    Other authors represented include Christopher Golden and Richard Kadrey, and an earlier class-action lawsuit filed by the same firm on June 28 included authors Paul Tremblay and Mona Awad. Each lawsuit alleges violations of the Digital Millennium Copyright Act, unfair competition laws, and negligence.

    The Joseph Saveri Law Firm is no stranger to press-friendly legal action against generative AI. In November 2022, the same firm filed suit over GitHub Copilot for alleged copyright violations. In January 2023, the same legal group repeated that formula with a class-action lawsuit against Stability AI, Midjourney, and DeviantArt over AI image generators. The GitHub lawsuit is currently on path to trial, according to lawyer Matthew Butterick. Procedural maneuvering in the Stable Diffusion lawsuit is still underway with no clear outcome yet.

    In a press release last month, the law firm described ChatGPT and LLaMA as "industrial-strength plagiarists that violate the rights of book authors." Authors and publishers have been reaching out to the law firm since March 2023, lawyers Joseph Saveri and Butterick wrote, because authors "are concerned" about these AI tools' "uncanny ability to generate text similar to that found in copyrighted textual materials, including thousands of books."

    The most recent lawsuits from Silverman, Golden, and Kadrey were filed in a US district court in San Francisco. Authors have demanded jury trials in each case and are seeking permanent injunctive relief that could force Meta and OpenAI to make changes to their AI tools.

    Meta declined Ars' request to comment. OpenAI did not immediately respond to Ars' request to comment.

    A spokesperson for the Saveri Law Firm sent Ars a statement, saying, "If this alleged behavior is allowed to continue, these models will eventually replace the authors whose stolen works power these AI products with whom they are competing. This novel suit represents a larger fight for preserving ownership rights for all artists and other creators."

    Accused of using “flagrantly illegal” data sets

    Neither Meta nor OpenAI has fully disclosed what's in the data sets used to train LLaMA and ChatGPT. But lawyers for authors suing say they have deduced the likely data sources from clues in statements and papers released by the companies or related researchers. Authors have accused both OpenAI and Meta of using training data sets that contained copyrighted materials distributed without authors' or publishers' consent, including by downloading works from some of the largest e-book pirate sites.

    In the OpenAI lawsuit , authors alleged that based on OpenAI disclosures, ChatGPT appeared to have been trained on 294,000 books allegedly downloaded from "notorious 'shadow library' websites like Library Genesis (aka LibGen), Z-Library (aka Bok), Sci-Hub, and Bibliotik." Meta has disclosed that LLaMA was trained on part of a data set called ThePile, which the other lawsuit alleged includes “all of Bibliotik,” and amounts to 196,640 books.

    On top of allegedly accessing copyrighted works through shadow libraries, OpenAI is also accused of using a "controversial data set" called BookCorpus.

    BookCorpus, the OpenAI lawsuit said, "was assembled in 2015 by a team of AI researchers for the purpose of training language models." This research team allegedly "copied the books from a website called Smashwords that hosts self-published novels, that are available to readers at no cost." These novels, however, are still under copyright and allegedly "were copied into the BookCorpus data set without consent, credit, or compensation to the authors."

    Ars could not immediately reach the BookCorpus researchers or Smashwords for comment. [ Update: Dan Wood, COO of Draft2Digital—which acquired Smashwords in March 2022—told Ars that the Smashwords  "store site lists close to 800,000 titles for sale," with "about 100,000" currently priced at free.

    "Typically, the free book will be the first of a series," Wood said. "Some authors will keep these titles free indefinitely, and some will run limited promotions where they offer the book for free. From what we understand of the BookCorpus data set, approximately 7,185 unique titles that were priced free at the time were scraped without the knowledge or permission of Smashwords or its authors." It wasn't until March 2023 when Draft2Digital "first became aware of the scraped books being used for commercial purposes and redistributed, which is a clear violation of Smashwords’ terms of service," Wood said.

    "Every author, whether they have an internationally recognizable name or have just published their first book, deserve to have their copyright protected," Wood told Ars. "They also should have the confidence that the publishing service they entrust their work with will protect it. To that end, we are working diligently with our lawyers to fully understand the issues—including who took the data and where it was distributed—and to devise a strategy to ensure our authors’ rights are enforced. We are watching the current cases being brought against OpenAI and Meta very closely."]

    “Numerous questions of law” raised

    Authors claim that by utilizing "flagrantly illegal" data sets, OpenAI allegedly infringed copyrights of Silverman's book The Bedwetter , Golden’s Ararat , and Kadrey’s Sandman Slime . And Meta allegedly infringed copyrights of the same three books, as well as "several" other titles from Golden and Kadrey.

    It seems obvious to authors that their books were used to train ChatGPT and LLaMA because the tools "can accurately summarize a certain copyrighted book." Although sometimes ChatGPT gets some details wrong, its summaries are otherwise very accurate, and this suggests that "ChatGPT retains knowledge of particular works in the training data set and is able to output similar textual content," the authors alleged.

    It also seems obvious to authors that OpenAI and Meta knew that their models were "ingesting" copyrighted materials because all the copyright-management information (CMI) appears to have been "intentionally removed," authors alleged. That means that ChatGPT never responds to a request for a summary by citing who has the copyright, allowing OpenAI to "unfairly profit from and take credit for developing a commercial product based on unattributed reproductions of those stolen writing and ideas."

    "OpenAI knew or had reasonable grounds to know that this removal of CMI would facilitate copyright infringement by concealing the fact that every output from the OpenAI Language Models is an infringing derivative work, synthesized entirely from expressive information found in the training data," the OpenAI complaint said.

    Among "numerous questions of law" raised in these complaints was a particularly prickly question: Is ChatGPT or LLaMA itself an infringing derivative work based on perhaps thousands of authors' works?

    Authors are already upset that companies seem to be unfairly profiting off their copyrighted materials, and the Meta lawsuit noted that any unfair profits currently gained could further balloon, as "Meta plans to make the next version of LLaMA commercially available." In addition to other damages, the authors are asking for restitution of alleged profits lost.

    "Much of the material in the training datasets used by OpenAI and Meta comes from copyrighted works—including books written by plain­tiffs—that were copied by OpenAI and Meta without consent, without credit, and without compensation," Saveri and Butterick wrote in their press release.

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      AI-powered church service in Germany draws a large crowd

      news.movim.eu / ArsTechnica · Monday, 12 June, 2023 - 16:45

    Visitors and attendees during the AI-created worship service in Fürth, Bavaria. In St. Paul Church, a service created by ChatGPT.

    Enlarge / Visitors and attendees during the AI-created worship service in Fürth, Germany. In St. Paul Church, a service created by ChatGPT. (credit: Daniel Vogl/picture alliance via Getty Images)

    On Friday, over 300 people attended an experimental ChatGPT -powered church service at St. Paul’s church in the Bavarian town of Fürth, Germany, reports the Associated Press. The 40-minute sermon included text generated by OpenAI's ChatGPT chatbot and delivered by avatars on a television screen above the altar.

    The chatbot, initially personified as a bearded man with a fixed expression and monotone voice, addressed the audience by proclaiming, “Dear friends, it is an honor for me to stand here and preach to you as the first artificial intelligence at this year’s convention of Protestants in Germany.”

    The unusual service took place as part of a convention called Deutscher Evangelischer Kirchentag (German Evangelical Church Congress), an event held biennially in Germany that draws tens of thousands of attendees. The service, which included prayers and music, was the brainchild of Jonas Simmerlein , a theologian and philosopher from the University of Vienna. Simmerlein told the Associated Press that the service was "about 98 percent from the machine."

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