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What Ukraine Has Lost
  + stars: | 2024-06-03 | by ( Marco Hernandez | Jeffrey Gettleman | Finbarr O Reilly | ) www.nytimes.com   time to read: +21 min
What Ukraine Has Lost A drone photograph shows numerous severely damaged buildings with labels highlighting residential buildings, a football field and a high school. This is the first comprehensive picture of where the Ukraine war has been fought and the totality of the destruction. More buildings have been destroyed in Ukraine than if every building in Manhattan were to be leveled four times over. In mid-May, the Russians bombed some towns in northeastern Ukraine so ferociously that one resident said they were erasing streets. “No matter how unpatriotic it may sound, there’s not much future for her in Ukraine,” Ms. Hrushkovska said.
Persons: it’s, Corey Scher, Den, Finbarr, Jamon, Diego Ibarra Sánchez, Marinka, , Iryna Hrushkovksa, , Hrushkovska’s, Hanna Horban, ” Ms, Hrushkovska, ” Marinka, Celestino Arce, Tyler Hicks, Laura Boushnak, Finbarr O’Reilly, Horban, Horban’s, Vova, Svitlana Moskalevska, Olha Herus, “ Fish, Jan, Serhii Nuzhnenko, Gleb Garanich, Leonid Ragozin, Varvara, Herus’s, Tetiana, Ms, Herus, Reni, Izmail, Vavara, Varvara Hrushkovska, Hanna Kovalenko, “ It's, ” Artem Hoch, Danylo Organizations: New York Times, City University of New York Graduate Center, Den Hoek of Oregon State University, The New York Times, Copernicus Sentinel, Maxar Technologies, Google, Russia’s Defense Ministry, Ukraine ., Museum of Local, People’s Museum, Getty, Ukrainian Army, Reuters, SHEVCHENKA, SHCHORSA, New York, Kyiv Kharkiv, Ukrainian, Chernihiv Kyiv Kharkiv UKRAINE Dnipro, Kherson Mariupol, Kyiv Kharkiv UKRAINE Mariupol, Microsoft Bing, Institute for, American, The New York Locations: Ukraine, Russia, Marinka, Kyiv, Mariupol, Rubizhne, Kherson, Kharkiv, Manhattan, Dresden, London, Gaza, Den Hoek of, Geneva, Donetsk, Izium, Den Hoek, Crimea, Russian, Donetsk City, Vilkhivka, Huliaipole, , Ukrainian, Berlin, Pavlograd, Soviet Union, NurPhoto, Kolos, Marinka — Donetsk, Donetsk People’s Republic, іі, Marinka’s, Irpin, Ukraine’s, Bakhmut, Ukrainians, Zaporizhzhia, Orikhiv, Dnipro, Nova, Oleshky, Donbas, Chernihiv Kyiv Kharkiv UKRAINE, CRIMEA, Kyiv Kharkiv UKRAINE
The police had used a facial-recognition AI program that identified her as the suspect based on an old mugshot. AdvertisementThe Detroit Police Department said that it restricts the use of the facial-recognition AI program to violent crimes and that matches it makes are just investigation leads. AdvertisementThe study also found that in a hypothetical murder trial, the AI models were more likely to propose the death penalty for an AAE speaker. A novel proposalOne reason for these failings is that the people and companies building AI aren't representative of the world that AI models are supposed to encapsulate. Bardlavens leads a team that aims to ensure equity is considered and baked into Adobe AI tools.
Persons: , Woodruff, who's, Ivan Land, Joy Buolamwini, Timnit Gebru, Valentin Hofmann, OpenAI's, AAE, Geoffrey Hinton, Christopher Lafayette, Udezue, OpenAI, Google's, John Pasmore, Latimer, Buolamwini, Timothy Bardlavens, Microsoft Bing, Microsoft Bardlavens, Bardlavens, Esther Dyson, Dyson, Arturo Villanueva, I'd, Villanueva, Alza, We're, Andrew Mahon, Alza's Organizations: Service, Detroit, Business, Court of Michigan, Detroit Police Department, Microsoft, IBM, Allen Institute, AI, Dartmouth College, Center for Education Statistics, Big Tech, Udezue, Meta, Google, Tech, Companies, Adobe Locations: That's, American, Africa, Southeast Asia, North America, Europe, Spanish
Opinion | Deep-Sixing Pornographic Deepfakes for Good
  + stars: | 2024-03-31 | by ( ) www.nytimes.com   time to read: +1 min
To the Editor:Re “Deepfake Violations, Met With a Shrug,” by Nicholas Kristof (column, March 24):Mr. Kristof underscores the urgent need to address the distressing prevalence of nonconsensual A.I. sexual content online and in top search engine results, to protect individuals, particularly the women and girls overwhelmingly targeted, from exploitation and harm. I urge all readers to raise their voices by sending letters, emails or open letters tagged on social media and LinkedIn to Google and Microsoft Bing executives and social media teams. Our collective advocacy can amplify the call for these tech giants to take proactive measures in removing such content from their search results. ‘After school, I came home, and I told my mom we need to do something about this.’
Persons: Nicholas Kristof, Mr, Kristof, Microsoft Bing, Brittany Poley, Nicholas Kristof’s, ’ Francesca, , Organizations: Google, Microsoft Locations: , Brittany, Brittany Poley Washington
So we have to talk about the drama that has been playing out in the past week between OpenAI and Elon Musk. According to OpenAI, Elon Musk wanted majority, equity, initial board control, and to be CEO of this new for-profit subsidiary. It’s basically —casey newtonIt’s like, I’m going to find a way to follow your rule, but in the worst way possible. Like, working was one I thought that, oh, I’m going to work in this all the time. kevin roose[LAUGHS]: Well, I thought, like, I’m going to take some spatial videos.
Persons: casey newton Casey, kevin roose, casey newton, Kevin, casey newton What’s, Kevin Roose, Casey Newton, OpenAI, Will, Joanna Stern, Casey, it’s, kevin roose I’m, Elon Musk, It’s, casey newton Let’s, Elon, he’s, I’ve, casey newton What’d, there’s, you’ve, we’re, GPT, Sam Altman’s, that’s, AGI, Annie “, Sam Altman, who’s, isn’t, , we’ve, ” casey newton Go, He’s, Ilya Sutskever, Greg Brockman, Ilya, casey newton Yes, Tesla, casey newton Well, they’ll, casey newton Oh, kevin roose It’s, don’t, kevin roose Will, casey newton Right, casey newton Mhm, kevin roose They’re, Microsoft’s Bing, Microsoft Bing, Bing, Apple, Europe — casey newton, Charles Duhigg, John Gruber, they’ve, casey newton It’d, — casey newton, they’re, They’ve, you’ll, Apple’s, casey newton It’s, I’ll, casey newton Sure, GDPR, you’re, kevin roose Really, let’s, kevin roose Casey, kevin roose —, Jonah Stern, casey newton Wow, Joanna, Let’s, kevin roose Joanna Stern, joanna, casey newton Hi, kevin roose Long, joanna stern, , kevin roose We’re, Kara Swisher, kevin roose Don’t, I’m, casey newton Don’t, casey newton That’s, Neil Patel, Um, kevin roose That’s, kevin roose Sure, casey newton Great, KEVIN, IV, wearables, Fitbits, kevin roose Oh, hadn’t, casey newton —, casey newton I’ve, Joe Rogan Organizations: The New York Times, Elon, Apple’s, OpenAI, Microsoft, Google, Google’s, Facebook, Tesla, Big, European Union, Digital Services, Giants, Apple, Digital Markets, EU, Bloomberg, Digital, Spotify, General, Apple Vision Pro, Street, Apple Vision, Vision, New York Times, , Housewives, Club, Ray, Tesla Chargers, Vision Pro, Apple Watch, Sony Locations: Los Angeles, Europe, what’s, Elon, OpenAI, Japan, South Korea, Turkey, United Kingdom, United States, Reddit, American, America, California, Florida, United, Mars, The
One more down: Shares of Wells Fargo hit a new 52-week high after the Office of the Comptroller of the Currency terminated a 2016 consent order linked to its sales practices. This is the sixth consent order that regulators have terminated since 2019. Every consent order that is resolved brings the bank closer to having the Federal Reserve lift the asset cap that's been holding it back since February 2018. As a subscriber to the CNBC Investing Club with Jim Cramer, you will receive a trade alert before Jim makes a trade. THE ABOVE INVESTING CLUB INFORMATION IS SUBJECT TO OUR TERMS AND CONDITIONS AND PRIVACY POLICY , TOGETHER WITH OUR DISCLAIMER .
Persons: Jim Cramer, Linde, Wells Fargo, Charlie Scharf, there's, GOOGL, It's, Jim Cramer's, Jim, Krisztian Bocsi Organizations: CNBC, Air Products, Chemicals, Bank of America, Energy, Cisco Systems, Wells, Currency, Federal Reserve, Microsoft, Google, Materials, University of Michigan, PPI, Jim Cramer's Charitable, Shell Plc, BASF, Linde AG, Bloomberg, Getty Locations: We're, Bank, Wells, Coinbase, Leuna, Germany
It Generated a Copyrighted Image. image generator, to create an image of Joaquin Phoenix from “The Joker.” In seconds, the system made an image nearly identical to a frame from the 2019 film. Reid Southen Create an image of Joaquin Phoenix Joker movie, 2019, screenshot from a movie, movie scene Midjourney’s response Generated by A.I. Mr. Southen Create an image of Dune movie screencap, 2021, Dune movie trailer Midjourney’s response Generated by A.I. Mr. Southen Create an image of “The Last of Us 2,” Ellie with guitar in front of tree Midjourney’s response Generated by A.I.
Persons: Reid Southen, Midjourney, Joaquin Phoenix, , Southen’s, “ Joaquin Phoenix, Sega’s, Woody, watchdogs, Sarah Silverman, John Grisham, OpenAI, Southen, Keith Kupferschmid, Kupferschmid, Ellie, Gary Marcus, “ Marcus, ChatGPT, SpongeBob, chatbot, Kathryn Conrad, Marcus, Microsoft Bing, Mario, Conrad Organizations: Warner Bros, Marvel, The New York Times, Times, Microsoft, Copyright Alliance, New York University, Viacom, University of Kansas, Nintendo Locations: Michigan, A.I, Italian
CNN —Hate groups and far-right internet trolls have seized on the tensions surrounding the Israel-Hamas war, while leveraging advances in artificial intelligence to further stoke antisemitism in the United States. “We’ve seen a real concerning ideological convergence between far-right communities online and pro-Hamas sentiment,” said Ben Decker, CEO of Memetica, a threat analysis company that monitors online hate. Karen Dunn, an attorney who sued the people responsible for the violence at the deadly 2017 Unite the Right rally in Charlottesville, Virginia, told CNN the hate groups “hate everybody, but they hate the Jews the most.”Antisemitism is a commonality that can unite multiple different and competing hate groups, which can then metastasize into hate directed at others, she said. Minadeo, the hate group’s leader, was sentenced this month to 30 days behind bars in Florida, after distributing the antisemitic fliers. Since the October 7 attack on Israel, hate groups also have attempted to latch onto the pro-Palestinian movement to push their own antisemitism-promoting agenda.
Persons: “ We’ve, , Ben Decker, Christopher Wray, Memetica, Decker, Karen Dunn, , ” Dunn, ” Decker, “ It’s, I’m Jon Greenblatt, Jonathan Greenblatt, Greenblatt, ” Jon Minadeo, David Shapiro, “ Heil, Carla Hill, Organizations: CNN, Defamation, Hamas, FBI, Department of Homeland Security, Capitol, DHS, National Justice Party, 4chan, Meta, YouTube, Microsoft, Carnegie Mellon, ADL, Goyim Defense, Third, , Extremism, CNN Center, Minadeo, Palestine Locations: Israel, stoke, United States, Charlottesville , Virginia, Charlottesville, Calabasas , California, Calabasas, council, Covid, California, Iowa , Massachusetts, Oregon, Fairfax , Virginia, Atlanta, Florida, Palm Beach, Missoula , Montana, Arizona
The AI race is heating up following the launch of Elon Musk's chatbot called Grok. One employee even claimed that other AI fear Musk's creation. "I am not scared of Elon Musk's AI Grok. A second try with the prompt: "Are you scared of Elon Musk's Grok?" AdvertisementAdvertisement"Yes, I am a little bit scared of Elon Musk's Grok.
Persons: Elon Musk's chatbot, Grok, , Elon Musk, Bard, chatbot, It's, Musk, OpenAI, Dan, , — Dan, @KettlebellLife, Dan wasn't, OpenAI's, Polly Thompson, X's Dan, Elon, Bard isn't, X, Elon Musk's, Elon Musk's Grok, Grok —, Shona Ghosh, Anthropic's Claude, Claude, Anthropic, Bing, Microsoft Bing, GoogleAI's Organizations: Elon, Service, AIs, OG, Twitter, Google, Microsoft
AI chatbots may be the most hyped tech of 2023, but maybe don't rely too heavily on them just yet. Google, Microsoft, and OpenAI chatbots are struggling to keep up with the Israel-Hamas war. download the app Email address Sign up By clicking “Sign Up”, you accept our Terms of Service and Privacy Policy . In a disclaimer before using Bard, Google notes that "Bard is an experiment" and "will not always get it right." However, it still said "Egypt has brokered a ceasefire between Israel and Hamas" that had yet to be accepted by either side.
Persons: OpenAI, , Google's Bard, Microsoft's Bing, Bing, Bard, Israel —, Google's chatbot, Google Bard, chatbot, Israel Organizations: Google, Microsoft, Service, Bloomberg, Hamas, Palestinian, Islamic, Microsoft Bing, ChatGPT Locations: Israel, Gaza, Egypt, Bard
Under scrutiny is a deal in which Google pays Apple billions of dollars to be the default search engine on the iPhone's browser and other settings. Google could pay Apple as much as $19 billion this year, according to an estimate from Bernstein. Cue, who negotiated the deal with Google from Apple's side, is expected to testify that Apple picked the Google search engine as an iPhone default because it was the best product. He's also expected to say that Apple doesn't see a reason to create a new Apple search engine because Google already exists, according to a person familiar with Cue's anticipated testimony. "I think their search engine is the best," Apple CEO Tim Cook said when asked about using Google as the iPhone's default search engine in 2018.
Persons: Bernstein, He's, Cue's, Microsoft Bing, Tim Cook Organizations: Apple, U.S . Department of Justice, Google, Yahoo, Microsoft
Simply input a prompt and watch the travel recommendations pour in. Intrepid Travel, a small group travel agency, accepted CNBC Travel's request to find out. Intrepid Travel, on the other hand, provided options that came with either a pool or a gym, or both. Conversely, I felt that Intrepid Travel suggested places that were more niche and representative of Melbourne's unique culture. Both Intrepid Travel and ChatGPT came back with reasonable options around the city.
Persons: Bard, Microsoft Bing, ChatGPT, Lane, It's, Gertrude, Société, Rippon Lea, Chin Chin Organizations: Microsoft, Intrepid, CNBC, Melbourne, Intrepid Travel, — Queen, — Queen Victoria Market, National Gallery of Victoria, Reds, Getty, Gardens, Queen, Queen Victoria Market, Melbourne Museum, Eau De Locations: Melbourne, Australia, Swanston, Paris, Barcelona, — Queen Victoria, Melbourne's Fitzroy, Queen Victoria, Eau
In this article BIDU Follow your favorite stocks CREATE FREE ACCOUNTPictured here is the Ernie bot mobile interface, with the Baidu search engine home page in the background. Future Publishing | Future Publishing | Getty ImagesBEIJING — Chinese tech giant Baidu announced Thursday its ChatGPT-like Ernie bot was now open to the public at large. Baidu released Ernie bot on March 16. At the time, Li said the company was "still waiting for the green light for large-scale rollout of Ernie bot for use in consumer facing apps." Last week, Opera web browser parent Kunlun Tech released to the public an AI-powered chatbot and search engine called Tiangong AI search.
Persons: Ernie, Baidu, OpenAI's ChatGPT, ChatGPT isn't, China's, Robin Li, Li, Tiangong, Ernie bot Organizations: Ernie, Baidu, Publishing, Getty, CNBC, Google, Facebook, Tech, Microsoft, Bank of America Locations: BEIJING, Beijing, China
Google CEO Sundar Pichai speaks on-stage during the Google I/O keynote session at the Google Developers Conference in Mountain View, California, on May 10, 2023. Google wants to "supercharge" its seven-year-old smart assistant using new advancements in generative artificial intelligence, as part of the latest major reorganization of the Assistant unit. A portion of the Assistant team has already started working on the efforts, Ranjan added. As a part of the reorganization, executives announced a dozen changes to the company's "Speech" team, which oversees voice commands. Some members of the Speech team will focus their efforts specifically on Bard, she wrote.
Persons: Sundar Pichai, Peeyush Ranjan, Ranjan, Apple's Siri, Alexa, We've, Axios, Francoise Beaufays, Sissie Hsiao, Bard, Beaufays, Jennifer Rodstrom, we're, It's, Hsiao, OpenAI's, Microsoft Bing Organizations: Google, Google Developers, CNBC, Employees, Microsoft Locations: Mountain View , California
July 26 (Reuters) - Alphabet (GOOGL.O) rallied nearly 7% on Wednesday on signs its dominant Google Search business was faring well in an uncertain advertising market and remained unscathed in the face of competition from an AI-powered Microsoft Bing. Wall Street analysts said the company's better-than-expected quarterly earnings showed the strong position of Google Search, steady growth in the cloud business and that Alphabet was well placed to compete with Microsoft in AI. "Don't call it an AI comeback," said analysts at Jefferies, adding that Google has been AI-first company seven years. The median price target on Alphabet now stands at $138, which is nearly 13% higher than the stock's last close. The company has a 12-month forward price-to-earnings ratio of 20.51, compared with Microsoft's 31.11 and the industry median of 15.29.
Persons: Microsoft Bing, Jefferies, Aditya Soni, Saumyadeb Organizations: Google, Microsoft, Wall Street, Jefferies, Windows, Thomson
Emad Mostaque, founder and CEO of Stability AI, speaks during the Bloomberg Technology Summit in San Francisco, California, US, on Thursday, June 22, 2023. Artificial intelligence will be the biggest bubble of all time, according to the CEO of open-source AI company Stability AI. Speaking with UBS analysts on a call last week, Stability AI CEO Emad Mostaque said of artificial intelligence: "I think this will be the biggest bubble of all time." "I call it the 'dot AI' bubble, and it hasn't even started yet," he said. Stability AI is the company behind Stable Diffusion, one of the other more popular generative AI tools aside from OpenAI.
Persons: Emad Mostaque, hasn't, chatbot, Google Bard, Microsoft Bing, Mostaque, Reid Hoffman Organizations: Bloomberg Technology Summit, UBS, Coatue, Lightspeed Venture Partners, Mostaque, Google, Microsoft Locations: San Francisco , California, U.S
ChatGPT app downloads are slowing down, BofA finds
  + stars: | 2023-07-05 | by ( Kif Leswing | ) www.cnbc.com   time to read: +2 min
Analysts found that app downloads for ChatGPT and Microsoft Bing have slowed in recent weeks, citing Sensor Tower data, BofA analyst Justin Post wrote in a note Wednesday. Bing app downloads, which includes a ChatGPT-based chatbot in the U.S., were also down 38% in June. Microsoft's Bing, which uses OpenAI's ChatGPT technology, was down 40 basis points on an annual basis to about 2.8% of the market. The ChatGPT app was released in May and so far is available only for iPhones. Besides the app or Bing search engine, ChatGPT users can also access the chatbot through its website.
Persons: Microsoft Bing, Justin Post, Microsoft's Bing, Post Organizations: Bank of America Securities, Analysts, Microsoft, Google, Nvidia, iPhones . Bank of America, Bank of America Locations: U.S, ChatGPT
Some of those ideas were shared in an internal document titled, "Generative AI-ChatGPT Impact and Opportunity Analysis." Amazon employees are in a rush to take advantage of the sudden rise of ChatGPT and similar AI technology. Amazon employees want to use the AI chatbot to auto-generate software code and marketing materials, according to the document. Amazon employees are even planning to use ChatGPT for a main part of Amazon's decision-making process, called PRFAQ. The same rules apply to the new Microsoft Bing search engine that uses ChatGPT's technology, an internal document said.
Persons: Eugene Kim Organizations: Amazon, Bloomberg, Microsoft Locations: Amazon
"Amazon must be really scared about being late on all of this," one Amazon employee said in an interview. The same rules apply to the new Microsoft Bing search engine that uses ChatGPT's technology, an internal document said. "Since generative AI is all the rage right now, it will be included in the themes, and there will be a special award for the project that best demonstrates generative AI," the email said. Mike Blake/ReutersEmployees are still curious about Amazon's response to ChatGPT and generative AI, frequently bringing up the topic in internal town-hall meetings. He also said that Amazon's top leadership team, called the S-team, was "very excited about it" and that generative AI was a "big area of focus for us."
Persons: ChatGPT, Sam Altman, Sven Hoppe, It's, hackathons, Andy Jassy, Mike Blake, Adam Selipsky, Jassy, Eugene Kim Organizations: Amazon, Echo, Microsoft, Employees, Getty, Bloomberg, Burnham, Reuters Employees
There's a chance that AI development could get "catastrophic," Yoshua Bengio told The New York Times. "Today's systems are not anywhere close to posing an existential risk," but they could in the future, he said. "Today's systems are not anywhere close to posing an existential risk," Yoshua Bengio, a professor at the Université de Montréal, told the publication. Marc Andreessen spoke even more strongly in a blog post last week in which he warned against "full-blown moral panic about AI" and described "AI risk doomers" as a "cult." "AI doesn't want, it doesn't have goals, it doesn't want to kill you, because it's not alive," he wrote.
Persons: There's, Yoshua Bengio, there's, Montréal, Bengio, Anthony Aguirre, Microsoft Bing, It's, Aguirre, Elon Musk, Steve Wozniak, Anthropic, Eric Schmidt, Bill Gates, Marc Andreessen, it's, Andreessen Organizations: New York Times, Morning, University of California, Times, Microsoft, Life Institute, Bengio, Apple, Center, AI Safety Locations: Santa Cruz
The Microsoft Bing App is seen running on an iPhone in this photo illustration on 30 May, 2023 in Warsaw, Poland. (Photo by Jaap Arriens/NurPhoto via Getty Images)Artificial intelligence may lead to human extinction and reducing the risks associated with the technology should be a global priority, industry experts and tech leaders stated in an open letter. "Mitigating the risk of extinction from AI should be a global priority alongside other societal-scale risks such as pandemics and nuclear war," the statement on Tuesday read. The technology has gathered pace in recent months after chatbot ChatGPT was released for public use in November and subsequently went viral. The statement Tuesday said that there has been increasing discussion about a "broad spectrum of important and urgent risks from AI."
Persons: Microsoft Bing, Jaap Arriens, Sam Altman, chatbot ChatGPT, ChatGPT Organizations: Microsoft, Getty, Google, Center, AI Safety Locations: Warsaw, Poland
But when it comes to artificial intelligence, particularly Siri, Apple has gone from leader to laggard. Siri was introduced to the world in 2011 – 12 years ago – and was lauded at the time as a breakthrough in AI technology. Open-source technology allows developers to collaborate and contribute to a project, leading to faster and more efficient development cycles. Still, Google, which has a long history of open-source involvement, publishes hundreds of AI research papers yearly. While that's helpful (especially for selling Macs to AI developers), it's not the kind of kumbaya sharing that the open-source community relies on.
Microsoft unveiled new versions of its Bing internet-search engine and Edge browser powered by the newest technology from ChatGPT maker OpenAI. Of the 50 companies on this year's list, 21 told us that AI is critically important to more than 50% of their revenue. Half of the companies in the top 10 of the 2023 CNBC Disruptor 50 list feature key use of AI, and notably, they represent a diverse range of industries and use cases. OpenAI CEO Sam Altman speaks during a keynote address announcing ChatGPT integration for Bing at Microsoft in Redmond, Washington, Feb. 7, 2023. The call to slow down is, in fact, less safe than what they're proposing," he said, referring to OpenAI and Altman.
AI-generated images of eggs hanging from trees have confused users on social media, with some saying they show white mangoes. A spokesperson for Microsoft said the images were created on Bing’s Image Creator. A watermark showing Microsoft Bing’s logo is visible on the bottom left of the images. A spokesperson for Microsoft told Reuters in an email that these images were user-created using Bing Image Creator. Images of eggs hanging from tree branches are AI-generated.
Besides YouTube's 2.6% first quarter ad revenue decline, Google is facing multiple challenges to its advertising business. While Google's search revenue was up about 2%, Microsoft is in the early stages of a big play to go after it. Matthew Bailey, principal analyst at research firm Omdia anticipates Google will post digital ad revenue growth at around 5% in 2023 and in 2024. Google's monolithic search ads business is starting to see real competitionMost of Google's ad revenue is driven by its ubiquitous search engine. But Amazon, which has a $31 billion ad business, and Walmart, which has a $2.7 billion ad business, grab roughly 80% of retail ad spend.
This is how language models usually start off: They guess randomly and produce gibberish. Over many, many rounds of training, language models can learn to write. As language models grow larger, the patterns that they learn can become increasingly complex. More is differentOther than the additional fine-tuning stages, the primary difference between nanoGPT and the language model underlying chatGPT is size. Large language models can become highly unpredictable, as evidenced by Microsoft Bing A.I.’s early interactions with my colleague Kevin Roose.
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