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The logo of Baidu's AI chatbot Ernie Bot is displayed near a screen showing the Baidu logo, in this illustration picture taken June 28, 2023. REUTERS/Florence Lo/Illustration Acquire Licensing RightsBEIJING, Oct 17 (Reuters) - Chinese technology giant Baidu (9888.HK) on Tuesday unveiled the newest version of its generative artificial intelligence (AI) model, Ernie 4.0, saying its capabilities were on par with those of ChatGPT maker OpenAI's pioneering GPT-4 model. He also showed Ernie 4.0 creating advertising posters and videos. Baidu, owner of China's largest internet search engine, is at the forefront of AI models in China amid a global craze over the technology sparked by the introduction of ChatGPT last year. In August, Baidu was among a number of firms to receive government approval to release AI products to the public.
Persons: Ernie Bot, Florence Lo, Ernie, Robin Li, ChatGPT, Baidu, Yelin Mo, Eduardo Baptista, Brenda Goh, Christopher Cushing Organizations: Baidu, REUTERS, Rights, HK, Thomson Locations: Rights BEIJING, Beijing, China, United States
Chinese search giant Baidu has unveiled the latest version of its Ernie generative AI model. The company says that it is a match for GPT-4, the large language model behind OpenAI's ChatGPT AI. AdvertisementAdvertisementChinese AI companies are racing to match ChatGPT — and now, one says it has a chatbot that can go toe-to-toe with OpenAI's GPT-4 model. The chatbot is now also able to provide video and audio responses — unlike OpenAI's GPT-4, which currently only generates text responses. "Ernie is not inferior in any respect to GPT-4," said Li, in comments reported by Bloomberg .
Persons: , ChatGPT —, OpenAI's, Ernie, Robin Li, Li Organizations: Baidu, GPT, Service, Bloomberg, Microsoft, US Locations: Beijing, China, Taiwan
Coding community Stack Overflow announced on Monday that it's laying off 28% of its staff. Many generative AI models were partly trained on Stack Overflow's information. This is the second round of layoffs Stack Overflow has had this year — it laid off 10% of its workforce in May. Stack Overflow recently announced the new round of layoffs after more than doubling its headcount in 2022. "Some of them are very explicit about calling out Stack Overflow as a primary source," Chandrasekar previously told Insider.
Persons: Stack, , GitHub, OpenAI's, Prashanth Chandrasekar, Chandrasekar Organizations: Service
Baidu says its AI is in the same league as GPT-4
  + stars: | 2023-10-17 | by ( Michelle Toh | ) edition.cnn.com   time to read: +5 min
Hong Kong CNN —Chinese tech giant Baidu is officially taking on GPT-4. The new ERNIE Bot “is not inferior in any aspect to GPT-4,” Baidu’s billionaire CEO, Robin Li, told an audience at its annual flagship event. Baidu CEO Robin Li announcing an upgrade of ERNIE Bot, its generative AI chatbot. Baidu (BIDU) has been a frontrunner in China in the race to capitalize on the excitement around generative AI, the technology that underpins systems such as ChatGPT or its successor, GPT-4. The Chinese company also announced Tuesday it had updated its suite of services to integrate the latest upgrades from ERNIE.
Persons: ERNIE, ERNIE Bot “, , Robin Li, Li, ERNIE Bot, , Charlie Dai, Forrester, Baidu, I’m, Goldman Sachs, Dai, JD Cloud Organizations: Hong Kong CNN, Baidu, CNN, Huawei, JD Locations: China, Hong Kong, Beijing, United States
HONG KONG/BEIJING, Oct 17 (Reuters) - Chinese artificial intelligence (AI) startup Baichuan has raised $300 million from investors including Chinese tech giants Alibaba (9988.HK) and Tencent (0700.HK), it said on Tuesday. The company said on its WeChat account that the round followed an early $50 million angel round. China's craze over generative AI has triggered a flurry of product and fundraising announcements from startups and tech giants, as the industry races to find a homegrown rival to Microsoft-backed OpenAI's ChatGPT. Shunwei Capital, a venture capital firm chaired by Xiaomi's chief executive Lei Jun, participated in the capital raise, according to a source familiar with the matter. Baidu (9888.HK) on Tuesday unveiled the newest version of its generative AI model, Ernie 4.0, saying its capabilities were on par with OpenAI's pioneering GPT-4 model, but analysts cautioned the launch lacked major highlights versus the previous version.
Persons: Wang Xiaochuan, Baichuan, Lei Jun, Shunwei, Ernie, Josh Ye, Roxanne Liu, Jason Neely, Emelia Organizations: HK, Microsoft, Shunwei, Baidu, Thomson Locations: HONG KONG, BEIJING, Hong Kong, Beijing
OpenAI's growth this year has been unstoppable. download the app Email address Sign up By clicking “Sign Up”, you accept our Terms of Service and Privacy Policy . It's safe to say it has provided an unstoppable force of growth to OpenAI ever since. Gemini, the search giant's widely anticipated multimodal AI model, designed to rival ChatGPT's underlying model GPT-4, is expected to be launched this year. Meanwhile, the open-source community has been busy developing an alternative AI model.
Persons: , Sam Altman reckons, OpenAI, ChatGPT, Kai Xiang Teo, scrappy Organizations: Service, The, Microsoft, OpenAI
If the world's leading AI researchers use Llama, Meta could have an easier time hiring skilled technologists who understand the company's approach to development. Spisak helped oversee PyTorch and other open source AI projects when he worked at Meta from 2018 until January 2023. Although a number of open source LLMs are available, Lambert said Llama 2 is by far the most popular. "Facebook was not and that's sort of how they move forward and democratizing this, giving sort of broad access to open source. However, open source doesn't always win, and Padval acknowledged that "in this case, I don't know how it's going to evolve."
Persons: Mark Zuckerberg, Josh Edelson, Mark Zuckerberg's multibillion, Joseph Spisak, that's, Zuckerberg, Meta, Andrew Bosworth, Yann LeCun, isn't, Susan Li, Spisak, Cai GoGwilt, GoGwilt, OpenAI's, Ahmad Al, Dahle, he's, Jim Fan, Arjun Bansal, Jensen Huang, Nathan Lambert, Lambert, Critics, Umesh Padval, " Lambert, Nvidia's, Fan, Meta's, Taka Ariga, Ariga, Claude, Elon Musk, Tesla, Nur Hamdan, OpenAI's GPT, Sam Altman, Guido Appenzeller, Thomvest's Padval, Padval Organizations: Meta, AFP, Getty, Microsoft, Industry, Linux, Microsoft Windows, Facebook, Twitter, Finance, Google, AI Research, FAIR, Apple, Nvidia, Web Services, Thomvest Ventures, TC Cowen, United, United Arab Emirates, U.S, Government, AWS, Bloomberg, Amazon, VMware, Intel, Red Hat Locations: Menlo Park , California, Taiwan, United Arab, Washington, Elon, Hamadan, Seoul, South Korea
A recent research paper revealed a new way to help AI models ingest way more data. Soon, you'll be able to put millions of words into context windows of AI models, researchers say. Bigger AI models can handle more, but only up to about 75,000. Massive context windowsThis Ring Attention method means that we should be able to put millions of words into the context windows of AI models, not just tens of thousands. AdvertisementAdvertisementThis chart shows some of the results of tests from the "Ring Attention" AI research paper.
Persons: you'll, , Matei Zaharia, Pieter Abbeel, Claude, That's, OpenAI's, Hao Liu, Liu Organizations: Service, Google, UC Berkeley, Databricks, Nvidia Locations: GPT
But according to Deepwater Asset Management, there's one under-the-radar AI stock that will be essential for the long-term infrastructure rollout of artificial intelligence. "An under-the-radar AI stock is Vertiv," Doug Clinton, managing partner at Deepwater, told CNBC's "Street Signs Asia" last week. The company's specialty is graphics processing units, or GPUs, which have become the preferred chips for the large AI models that underpin generative AI software. "We think [Vertiv has] a great tailwind for the next three to five years as this AI hardware buildout continues," Clinton added. Alphabet Alphabet , which Clinton described as Deepwater's largest AI holding, has a "great catalyst" for the latter half of this year: the launch of its latest AI model Gemini.
Persons: Doug Clinton, CNBC's, Clinton, Kif Leswing Organizations: Nvidia, Microsoft, Asset Management, Deepwater, Deepwater Frontier Tech, Ark, Global, Robotics, Intelligence, Deepwater Frontier, Adobe, Unity Software Locations: U.S, LOUP, Netherlands, Taiwan, South Korea
She also discussed how the company is rethinking the future of Google Assistant. AdvertisementAdvertisementThere's a lot of pressure on Google right now. A key person in the middle of all this is Sissie Hsiao, Google's VP and general manager of Bard and Google Assistant. If it disappoints, it will embolden critics who say Google has fallen behind. Google Assistant was the answer, and in 2021 Google reshuffled its search team to put Hsiao in charge of its voice assistant.
Persons: Bard, , OpenAI's, Sundar Pichai, Demis Hassabis, Sissie Hsiao, Google's, She's, Hsiao, Gemini, I've, OpenAI, Josh Edelson, Getty Hsiao, It's, it's Organizations: Google, Service, Gemini, Microsoft Locations: Bard
Economists already utilize machine learning, a branch of AI, to analyze data and develop economic projections. Korinek expects it to “revolutionize research,” according to a paper he wrote that was accepted for publication by the Journal of Economic Literature. Impact on employmentSo what could be the impact of genAI’s advancement on employment in economics? Jobs site Indeed conducted a recent study gauging the level of exposure of certain jobs to genAI based on the skills needed to perform them. Economists use a lot of technology to do their jobs, which are tasks that genAI could also perform, especially as it becomes more and more refined.
Persons: CNN — Anton Korinek, , , ” Korinek, GenAI isn’t, Louis, Bing, Google’s Bard, Anthropic’s Claude, GenAI, Claude 2, Korinek, It’s, Tyler Cowen, Alex Tabarrok, “ ChatGPT, ” Cowen, Tabarrok, GPT, genAI, Louis Fed, Svenja, ” Gudell Organizations: CNN, University of Virginia, Korinek, Journal, Economic, George Mason University, Federal Reserve Bank of St, St, Professional Locations: genAI
More restaurants, from local spots to national chains, are using AI to create new menu items. Velvet Taco recently featured the "Chat GPTaco" as part of the restaurant's "weekly taco feature," or "wtf," to huge success. Velvet Taco, a Dallas-based taco chain featured a ChatGPT Taco as part of the restaurant's "weekly taco feature," or "wtf." He got the recipe from AI by using standard pizza ingredients, then plugged ideas like "Mexican street-corn pizza" into the AI. "AI will be another tool to help restaurants improve operations, troubleshoot, and look for efficiencies," Tierney said.
Persons: , Clay Dover, Velvet Taco, Dover, It's, Greg Tierney, Tierney Organizations: Service, Velvet, taco, Motor Locations: Texas, Dallas, Detroit, Lewisville , Texas
A humanoid robot known as Ameca says it can simulate dreams to help it become knowledgeable. AdvertisementAdvertisementA humanoid robot said it can "simulate" dreams by conjuring up various scenarios, which helps it learn about the world. AdvertisementAdvertisementFirst revealed publicly in December 2021, the humanoid robot Ameca can also draw, do impressions from movies, and speak multiple languages. Agility Robotics is set to open what it describes as the first humanoid robot factory in Oregon later this year. Last year, NASA signed a partnership with humanoid robot creator Apptronik.
Persons: OpenAI's GPT, Will Jackson, , Ameca, crouch, Dictador, Mika, Jeff Cardenas Organizations: Service, YouTube, Arts, NASA Locations: Oregon, Rum
The updates include the addition of memory storage to its developer tools for using AI models. The new features are expected to be rolled out at OpenAI’s first-ever developer conference in San Francisco on November 6, sources said. Keeping developers happy has been a major focus for OpenAI, these sources told Reuters. Earlier this year, the company rushed to release ChatGPT plugins, add-on tools that allow developers to create applications within ChatGPT. Earlier this year, Altman admitted to a group of developers in London that plugins have not gained market traction.
Persons: Sam Altman, Elon Musk, Altman, Musk doesn't, OpenAI, Jasper, ChatGPT, Lakshya Bakshi, Krystal Hu, Anna Tong, Kenneth Li, Nick Zieminski Organizations: Reuters, Elon, Google, Thomson Locations: OpenAI’s, San Francisco, London
Mira Murati said that OpenAI was not expecting ChatGPT to be as popular as it was when it launched. The AI chatbot reached 100 million users after just two months and sparked a global AI arms race. Murati warned the rush to roll out new AI products could create a "race to the bottom on safety." AdvertisementAdvertisement"I think competition is good because it can push advancement and progress," she told Fortune. "I don't think competition is bad, per se.
Persons: Mira Murati, OpenAI, chatbot, Murati, , Fortune, that's, OpenAI's, Bard, ChatGPT Organizations: Service, Google
OpenAI is exploring plans to build its own AI chips to power ChatGPT, according to Reuters. The startup is battling a global shortage of processors that are vital for training its AI models. It's more evidence of a rift between OpenAI and Microsoft, which is reportedly building its own AI. OpenAI is exploring plans to build its own AI chips as it faces a shortage of the previous technology behind the AI revolution. The company has provided OpenAI with the enormous computing power needed to train its AI models.
Persons: Organizations: Reuters, Microsoft, Service, Meta, Nvidia Locations: OpenAI
There's a new stack of hardware, software, tools, and services that will power AI applications for years to come. Cloud 2.0Another key point here: Most AI developers already know how to use CUDA and Nvidia GPUs. Arguably, Nvidia has already created an AI cloud platform – as AWS once did for the Cloud 1.0 era. James Hamilton is an AWS cloud infrastructure genius who can take on Nvidia, even if the chipmaker has a major head start. Her startup spent months building a data center from scratch to help customers train AI models.
Persons: , Jensen Huang, Nvidia Rick Wilking, Andrew Ng, CUDA, Michael Douglas, Bernstein, Douglas, Luis Ceze, Ceze, It's, Andy Jassy, Adam Selipsky, James Hamilton, Oren Etzioni, Claude, Dario Amodei, Anthropic Anthropic, Noah Berger, Sharon Zhou, Zhou, Lamini didn't, Etzioni Organizations: Amazon Web Services, Nvidia, Service, Home Depot, AWS, VMware, Cloud, Madrona Venture, Amazon, Amazon Web, Annapurna Labs, Intel, AMD Locations: San Francisco, Seattle, Selipsky
By contrast, both funds received their highest monthly net inflows of 2023 in June, gaining $265.5 million and $29.74 million, respectively, according to Lipper data. But AI stocks have suffered along with broader markets in recent weeks, as Treasury yields hovering around 16-year highs dull investors' risk appetite. Retail investor flows into the sector have also cooled as the initial fervor surrounding AI wanes. September saw the lowest net monthly retail flows of $1.96 billion into AI-linked stocks since April, according to Vanda Research. "It is possible this negative sentiment could reverse again in Q4, particularly if large cap tech stocks like Nvidia held in AI-themed tech ETFs continue to show strong earnings growth," CFRA's Ullal added.
Persons: Dado Ruvic, Aniket, Mark Haefele, Bansari Mayur, Ira Iosebashvili, Mark Potter Organizations: REUTERS, Robotics, Intelligence, Global Robotics, Automation, CFRA Research, Vanda Research, Global, Nvidia, UBS Global Wealth Management, Thomson, & $ Locations: Bengaluru
"Project Nile is a confidential initiative wherein we're building a conversational shopping agent for Retail customers," one internal document explained. Wearing that "I love AI" t-shirt, Sirosh, VP of Amazon Search and Alexa Shopping, introduced Project Nile as a "super confidential" project. Project Nile isn't the only move Amazon has made in the popular generative AI space. For Amazon's retail side, Project Nile is one of the most important projects. Sirosh has told his team he's "staffing up very rapidly" as Project Nile is the "absolute top priority."
Persons: Joseph Sirosh, Sirosh, Stephen Lam, It's, they're, Andy Jassy, Doug Herrington, Jassy, Rohit Prasad, ChatGPT, Microsoft's Bing, Google's Bard Organizations: Amazon, Microsoft, Retail, Amazon Search, Alexa, Nile, ChatGPT, Google Locations: Anthropic, OpenAI
Workers using OpenAI's ChatGPT may actually perform more poorly than those who don't, new BCG research finds. AdvertisementAdvertisementIf you're using ChatGPT as a shortcut at work, you may want to be extra careful. For tasks "inside the frontier," consultants using AI were "significantly more productive" and "produced significantly higher quality results" than those who weren't using the chatbot. BCG's findings demonstrate a cautionary tale for workers thinking about using ChatGPT to help do their jobs. AI-generated errors may only get worse: In a recent paper, AI researchers found that generative AI models could soon be trained on AI-generated content — a phenomenon they call "model collapse."
Persons: , it's, Wharton, Saren Rajendran, ChatGPT, NewsGuard, Bard, James Webb Organizations: Service, Boston Consulting, Harvard, MIT, CNET, James Webb Space Telescope
Some of these bots are intended to be educational tools — making classrooms interactive. Khanmigo and Hello HistoryThe Washington Post put one of these bots to the test, using Khan Academy's Khanmigo bot to "interview" Harriet Tubman, the US abolitionist. AdvertisementAdvertisementThe AI Tubman largely appeared to recount information that could be found on Wikipedia, but it did make some key errors and seemed to struggle to distinguish the quality of different sources. AdvertisementAdvertisementInsider asked the same question to Hello History, another historical AI chatbot, to see if it would fare any better. Effects on critical-thinking skillsGupta also pointed to a deeper issue with using bots as educational tools.
Persons: , Abhishek Gupta, Tiraana, Khan, Harriet Tubman, Tubman, Sal Khan, Ekaterina Babintseva, they've, Gupta, It's, Brown University's Bains Organizations: Service, Meta, Montreal AI, Brown University, Washington Post, Post, Reuters, Khan Academy, Purdue University, IBM Locations: Montreal
Sam Altman said in a post on X that the strength of AI systems is automating tasks, not jobs. Altman also admitted, however, that AI might be able to do some of today's jobs in the future. AdvertisementAdvertisementAs rapid advances in AI reshape the way we work, many workers are fretting about whether their jobs might be replaced. "Important point here: These systems are much better at doing tasks than jobs," he wrote in a post on X on Friday. Altman added that he's not "trying to hide the ball" on the fact that AI systems will be able to perform "today's jobs" in the long run.
Persons: Sam Altman, Altman, , Ryan Petersen, Petersen, Flexport, Goldman Sachs, OpenAI Organizations: Service, McKinsey
"Zombie offices" have proliferated in the US as employees opt for fully remote or hybrid work. But he had no idea that "hybrid work" would become ubiquitous nearly 10 years later and make InnerSpace a helpful tool for understanding new trends in shared workspaces. Zombie offices have popped up around the country because there aren't offices filled with people five days a week anymore. Zombie offices and the shift to hybrid work have pushed companies to figure out the next best move to maximize office space using real-time data, not guesswork. VergeSense's optical sensors are attached to the ceiling in a work space.
Persons: , James Wu, Wu couldn't, Jessica Blaine Smith, Wu, Sharad Rastogi, isn't, Rastogi, it's, JLL, Zombie, that's, they've, VergeSense, They're, Jack Weber, Gresham Smith, Weber, Gresham Smith Weber, Ragosti, InnerSpace's Organizations: Service, Metropolitan Museum of Art, The Met, Work Dynamics Technology, San, Aldi, Rapid Transit, Boston Consulting Group, Companies Locations: JLL
Unique, high quality data, mainly scraped from the web, is vital to the performance of AI models. AdvertisementAdvertisementMore and more companies are trying to avoid having their data freely scraped and saved by web crawlers working for the benefit of AI models. Last month, OpenAI last revealed its own crawler, GPTBot, saying it would respect robots.txt, a decades-old method through which a website can tell a web crawler to ignore it. Many more companies are now also blocking CCBot, a web crawler used by Common Crawl. AdvertisementAdvertisementSee below for a full list of the biggest websites now blocking GPTBot and CCBot as of Sept. 22:Blocking GPTBotamazon.comquora.comnytimes.comtheguardian.comshutterstock.comwikihow.comcnn.comsciencedirect.comusatoday.comhealthline.comstackexchange.comalamy.comscribd.comwebmd.combusinessinsider.comdictionary.comreuters.comwashingtonpost.commedicalnewstoday.comnpr.orgcbsnews.comgoodhousekeeping.comamazon.co.uktumblr.comlatimes.cominsider.comglassdoor.comvocabulary.cominvestopedia.comslideshare.netamazon.decosmopolitan.comnbcnews.comindiamart.comstackoverflow.comhindustantimes.combloomberg.comcnbc.compeople.comtvtropes.orgamazon.invimeo.comverywellhealth.comikea.comespn.comindianexpress.comthesaurus.compbs.org123rf.comwattpad.comvariety.comtoday.compopsugar.comthespruce.comuol.com.bramazon.frgeeksforgeeks.orgelle.comeconomictimes.compcmag.comtheverge.comallrecipes.comthoughtco.comrollingstone.comwired.comnextdoor.comhollywoodreporter.comabc.net.auew.comamazon.canews18.comwomenshealthmag.comrateyourmusic.comamazon.co.jptechradar.comairbnb.comndtv.comlifewire.comtomsguide.comvulture.comeverydayhealth.compolygon.comtheconversation.comesquire.comprnewswire.combillboard.commenshealth.commetro.co.ukcountryliving.commashable.comgamesradar.comthehindu.comtimesofindia.comdeadline.comharpersbazaar.commedscape.comnymag.comrefinery29.comradiotimes.comcbssports.comtandfonline.comtheatlantic.comtrulia.comamazon.espinterest.esnationalgeographic.combhg.comeater.comsouthernliving.comhealthgrades.comvice.compicclick.combustle.comnewyorker.comeonline.comdigitalspy.comopentable.compinterest.dethepioneerwoman.comcaranddriver.combyrdie.comlivemint.commedicinenet.comteacherspayteachers.comcookpad.comthespruceeats.combizjournals.compagesjaunes.frliputan6.comdelish.commasterclass.comarchiveofourown.orgvox.comrealsimple.comaarp.orgfrancetvinfo.frpinterest.frkumparan.comtheathletic.comtravelandleisure.comvogue.comlivescience.comapartments.commarketwatch.comglamour.comamazon.itcinemablend.comthrillist.comamazon.com.brpinterest.co.ukangi.comalamy.esusmagazine.comdistractify.combbcgoodfood.comjagran.commercadolibre.com.mxandroidauthority.comcity-data.comfoodandwine.comhellomagazine.comamazon.com.augq.comingles.comamarujala.comieee.orgprevention.comstern.dekbb.comedmunds.commarthastewart.compcgamer.comjustanswer.comhealth.com20minutes.frfortune.comhomes.comscientificamerican.compopularmechanics.comverywellfit.comvanityfair.comchicagotribune.comverywellmind.comhousebeautiful.comcntraveler.comallure.comspanishdict.comneverbounce.comanswers.commoneycontrol.comarchitecturaldigest.comslate.comlonelyplanet.cominverse.comcorriere.itactu.frself.comtripsavvy.cominstyle.comeatingwell.comsuperuser.comwelt.despiegel.dewomansday.comseventeen.comhbr.orgoprahdaily.comautotrader.combonappetit.comsueddeutsche.deseriouseats.comliveabout.comseattletimes.comcoursera.orglivehindustan.comfrance24.comtownandcountrymag.comdotesports.comworldplaces.mefaz.netteenvogue.commotor1.comnj.comglamourmagazine.co.ukokdiario.combrides.comstylecaster.comalamyimages.frjagranjosh.comtheglobeandmail.comaxios.comfrancebleu.frtabelog.comthebalancemoney.comnydailynews.comsheknows.comnaomedical.comverywellfamily.comBlocking CCBot
Persons: , OpenAI, GPTbot, Conde Nast, Masterclass, Kelly, robots.txt, verywellhealth.com, indianexpress.com Organizations: Service, Amazon, Guardian, NPR, CBS News, CBS Sports, NBC News, CNBC, Yorker, Hearst, New York Times Locations: USA, Europe, Originality.ai, androidauthority.com
Wall Street may be underestimating the potential for one major investing area to underpin generative artificial intelligence models: data. Now, as Wall Street has begun evaluating the secondary and tertiary winners of this long fight, investors may want to search for the data companies that also could triumph. Finding the data winners Engineers rely on data to train AI models, improve their performance and create a productive and relevant technology used by millions of consumers. "Right now, AI for them is an expense because they've got to train the models," he said. The median Wall Street price target on Oracle implies about 24% upside for the stock, which has already jumped 28% in 2023.
Persons: Raimo Lenschow, Paul Meeks, they've, Meeks, Snowflake, Michael Bloom Organizations: Nvidia, Microsoft, Nasdaq, Barclays, Solutions Wealth Management, Oracle, ServiceNow, Intuit, Companies, HSBC Locations: Salesforce
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