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Google Cloud, one of the fund's cloud providers, developed new technologies that drew a full room of spectators at Google Cloud Next. When Google Cloud clients request GPUs through DWS, the platform requires clients to specify the region, the machine type and count of machines, and runtime duration. Knowing how many resources a given client needs allows Google Cloud to provision capacity more granularly, which "unlocks additional capacity," Mateo said. As a cloud provider for many financial firms, Google Cloud benefits from helping its clients run these models because many research platforms are hosted on Google's public cloud. In addition to Two Sigma, Citadel Securities has its research platform on Google Cloud.
Persons: Alex Hays, Hays, Sigma's Hays, Mateo, Dax, They'd, it's, Cook Organizations: Sigma, Google, Wall Street, Nvidia, prioritizes, Citadel Securities Locations: Las Vegas, Cook
A onetime commodities backwater, congestion trading has become a growing business in recent years as the demand for electricity and volatility on the power grid in the US has soared. The financial category, which includes specialized power-trading companies, banks, hedge funds, and large proprietary trading firms, dominates the market, in part because the physical power firms typically operate in only one or two regions. He launched three congestion trading teams for the firm, including in California and Texas after those states introduced congestion trading in 2008 and 2010, respectively. Citadel, along with Susquehanna International Group and Tower Research, has been involved in FTR trading since the market's infancy. Volatility has been increasing on the power grid, in part because of changing weather patterns, Jeev added.
Persons: Kumar Jeev, Jane Street, Richard Roseblade, who's, There's, Roseblade, Bill Clark, Jeev, DC Energy's Tyler Kuhn, DRW, California Al Seib, Brevan Howard, Jane, Stephanie Staska, Staska, couldn't, Joe Biden's, It's, Meredith Angwin, Angwin Organizations: Business, Capital, Midwest, Citadel, Tower Research, Yes Energy, Energy, Anadolu, Getty, Federal Energy Regulatory Commission, FERC, Nasdaq, York Stock Exchange, Nvidia, Johns Hopkins University, DC Energy, Wayfair, Squarepoint, Appian, Boston Energy, Susquehanna International Group, DC, Bloomberg, Commodities, Traders, Wall Street, Workers, GreenHat Energy, JPMorgan, Hill Energy Resource & Services, P, Grid, & $ Locations: Wall, East Coast, DRW, Susquehanna, FTRs, New York, Canada, Texas, Virginia, California, Berlin, Chicago, Oregon, California Al, Ukraine, Russian, Uri, Northern Virginia
AI researchers have struggled with hedge funds' culture around proprietary secrets, which goes against the open-source philosophy foundational to AI and academia. Some recruiters, including Michael Stover, are seeing double- and triple-digit growth in AI hiring among hedge funds and prop-trading firms. For heads of AI, he said, hedge funds are dishing out a minimum of $1.5 million in total comp. But perhaps the top reason hedge funds are interested in the technology is that AI capabilities are bait in the war for investing talent. It's one of the few large US hedge funds without an executive or centralized team dedicated to AI or machine learning.
Persons: Ken Griffin's Citadel, Li Deng, Deng, Ken, Ken Griffin, Michael Stover, Stover, ExodusPoint, Balyasny, Agni Ghosh, Stott, isn't, Sumeet Chabria, Conor Twomey, Tim Mace, Mace, May's Ghosh, it's, They're, Peter Finter, Finter, That's, Ghosh, you've Organizations: Microsoft, Business, Citadel, Milken Institute, Reuters, Millennium Management, Bloomberg, Balyasny Asset Management, Man, Bank of America, Wall, Wall Street, Tech, Google Locations: Chicago, Seattle, Beverly Hills , California, London, San Francisco, Silicon Valley, Wall
In today's big story, we're looking at the big business of the Super Bowl, from advertisers to the ultraweal thy . Developing and filming a Super Bowl ad typically runs 50% to 60% more than a regular one. AdvertisementFor some first-time Super Bowl advertisers, the commercial is a jumping-off point for a bigger campaign, writes BI’s Lauren Johnson. The Super Bowl is also a calendar staple for the ultrawealthy, writes BI’s Madeline Berg. A record 68 million Americans are projected to bet $23.1 billion on the Super Bowl, according to the American Gaming Association.
Persons: , Taylor Swift, Travis Kelce, Patrick Smith, Emily Stewart, that’s, Ryan Joe, Lara O’Reilly, Ryan, BI’s Lauren Johnson, RYU, BI’s Madeline Berg, Elon Musk, Rupert Murdoch —, VistaJet, BI’s Taylor Rains, Grace Kay, it’s, BI’s Juliana Kaplan, Cork Gaines, Usher, David Rosenberg, Quants, Getty, David Butow Here’s, Tesla, Sissie Hsiao, Bard, Gemini, Uber, Dara Khosrowshahi, Lucas Jackson, Dan DeFrancesco, Hallam Bullock, Jordan Parker Erb, George Glover Organizations: Business, Service, ign, Super, Elon, Private, American Gaming Association, San Francisco 49ers, Kansas City Chiefs, Renaissance Technologies, Man, AHL, UBS, Google, Reuters, Merchants, Conference, PepsiCo Locations: Sun Valley, YOLO, New York, London
Read previewA longtime JPMorgan executive who has kept a low public profile while cultivating a reputation as a successful trader with a talent for managing risk is emerging as a contender to succeed Jamie Dimon as chief executive. His new position through the internal shuffle has vaulted him more publicly and prominently into the most closely watched succession race on Wall Street. JPMorgan executive David Hudson told the publication that he returned to JPMorgan after working at Nomura in 2010 "to work for Troy." Rohrbaugh's other stops at JPMorgan have been head of global markets and head of macro markets. A senior JPMorgan executive who works with Rohrbaugh recalled that time during the pandemic.
Persons: , Jamie Dimon, Dimon, Troy Rohrbaugh, Jennifer Piepszak, Wall, Marianne Lake, Rohrbaugh, Goldman Sachs, Euromoney, Eddie Wen, David Hudson, He's, Gary Gensler's, Goldman, Cantor Fitzgerald, Tim Soulas, Cantor, Johns Hopkins, you've, he'll, Kaja Whitehouse, Alex Morrell Organizations: Service, JPMorgan, Wall, Business, CIB, North America, Goldman, Nomura, Troy, Federal Reserve Bank of New, Global, Securities, Exchange, Banque Nationale, CooperNeff, Philadelphia Stock Exchange, World Trade Center, New York Daily News, Gilman School, Johns Hopkins University, Alpha Delta Phi, Baltimore Sun, Bloomberg Locations: Dimon, North, JPMorgan's, Canadian, Manhattan, Baltimore, Maryland, New York
Once ChatGPT hit the scene at the end of 2022, Wall Street ramped up its efforts in AI. Here is what we know about how Wall Street is embracing AI:AdvertisementBanks accelerated their AI research and use cases due to the rise of ChatGPTWe identified 17 of the top AI executives and technologists to know at the country's biggest banks. Large language models, the form of AI behind ChatGPT, could transform how Wall Street does business. As financial firms' AI strategies come into focus, they're hiring more technologists with specialized skills. For those who want to land an AI job on Wall Street, here's everything you need to know about how tech skills and roles are changing.
Persons: ChatGPT, , Banks, Jamie Dimon, Dimon, Goldman Sachs, Marco Argenti, Dimitris Tsementzis, aren't, Bridgewater, Charlie Flanagan, Tim Mace, AllianceBernstein, Andrew Chin Organizations: JPMorgan, Man, Service, fintech, Deutsche Bank, fund's AIA, Management Locations: dealmaking, Swedish
The Baha Mar resort in Nassau was full of quants, engineers, and data scientists the week before Christmas. Attendees heard speakers such as Arnold Schwarzenegger, author Malcolm Gladwell, and retired US Army Gen. Stan McChrystal speak on different topics, including the future of technology and history. One session featured Boston Dynamics founder Marc Raibert speaking on robotics and artificial intelligence with the firm's robot dog, Spot, next to him. But for those at WorldQuant looking forward to relaxing, the resort has plenty of options. Entertainment during the week also included a performance from David Blaine, the well-known illusionist.
Persons: Izzy Englander's, Igor Tulchinsky, Arnold Schwarzenegger, Malcolm Gladwell, Stan McChrystal, Marc Raibert, Magnus Carlsen, Baha, David Blaine Organizations: Baha, Business, US Army, Boston Dynamics, Hyatt, Entertainment Locations: Nassau, Bahamas, Connecticut
The Baha Mar resort in Nassau was full of quants, engineers, and data scientists the week before Christmas. One session featured Boston Dynamics founder Marc Raibert speaking on robotics and artificial intelligence with the firm's robot dog, Spot, next to him. Chess champion Magnus Carlsen came to play with teams from 12 different countries playing to win a $100,000 grand prize. But for those at WorldQuant looking forward to relaxing, the resort has plenty of options. Entertainment during the week also included a performance from David Blaine, the well-known illusionist.
Persons: Izzy Englander's, Igor Tulchinsky, Arnold Schwarzenegger, Malcolm Gladwell, Stan McChrystal, Marc Raibert, Magnus Carlsen, Baha, David Blaine Organizations: Baha, Business, US Army, Boston Dynamics, Hyatt, Entertainment Locations: Nassau, Bahamas, Connecticut
One firm he was considering stood out to him: Dmitry Balyasny's namesake hedge fund and its program for up-and-coming portfolio managers, Anthem. Hedge funds are finding that to win the talent wars, it's not enough to have deep pockets to attract portfolio managers. He said that in the past year, $21 billion Balyasny had hired 40 portfolio managers. Its global equities head left in October, as did several other portfolio managers . They operate within a risk framework that is tighter than that imposed on veteran portfolio managers at the firm.
Persons: Sebastiaan De Boe, Dmitry Balyasny's, De Boe, Balyasny, It's, quants, Bridger, it's, they're, Bill Wappler, Wappler, Steve Cohen's Point72, They're, who've, who's, Seb Organizations: Citadel, Business, BAM, Kids Investors Conference, Millennium Management, Equity, Balyasny Asset Management, Balyasny, London Business School Locations: Toronto, Chicago, multistrategy, quant, Europe, London
The daily-fantasy-sports company, which European gambling giant Flutter Entertainment had acquired, was racing to introduce its "same-game parlay" to the US. The same-game parlay, a phrase FanDuel coined, has since caught fire, meshing well with the high-scoring, stat-driven, athlete-personality focus of US sports — and propelled FanDuel to the forefront of the betting market. "The same-game parlay was the right product in the right market at exactly the right time." Every sports-betting operator, from DraftKings to newcomer Fanatics, now has or is building its version of the same-game parlay. After the NBA resumed play in July 2020, the same-game parlay grew from 5% to 10% of FanDuel's bets, Farren said.
Persons: FanDuel, Scott Longley, parlay, Conor Farren, FanDuel's, DraftKings, Entain, parlays, Longley, would've, John Maguire, Maguire, isn't, LeBron James, Jalen Rose, Sportsbet, Paddy Power Betfair, Farren, It's, Ben Hider, Penn Organizations: NFL, Krejcik, Houston Rockets, Los Angeles Lakers, Australian Football League, Australian rugby, NBA, ESPN Bet, FanDuel, Industry Locations: DraftKings, Melbourne, Australia, England, FanDuel
That's partly why so few quantitative trading firms reside in California, whose labor-friendly laws have long favored employee mobility and competition. Exhibit A: The Voleon Group, a prominent quantitative-trading firm based in Berkeley, California, that manages about $5 billion in assets. The hedge fund has bulldozed past state prohibitions to not just impose noncompetes, but impose some of the harshest noncompetes in the entire industry, according to seven former employees, industry experts, and documents detailing the firm's restrictive covenants. Like so many other quant-trading firms, Voleon took care to protect its edge. Other employees Insider spoke with have a less generous view, with several describing the company as stingy — a third ex-employee bemoaned the company as "notoriously cheap" on compensation.
Persons: Kathy Hochul's, haven't, Michael Kharitonov, Jon McAuliffe, Shaw, — Kharitonov, McAuliffe, Voleon, , Harry Lipman, Rottenberg Lipman Rich, Lipman, bemoaned, noncompetes, Martin Wainwright, Howard Aiken, Wainwright, hasn't, It's, Jessica Riggin, Rukin Hyland, Riggin, specter, James Hannaway, Sanford Heisler Sharp, Hochul, Rob Bonta, Sen, Anna Caballero, foisting, Caballero, Voleon's Organizations: New, Gov, University of California, Stanford, UC Berkeley, Wall Street, Google, Citadel, Sigma, That's, Big Tech, Darwin, MIT, Berkeley, California, Labor Locations: New York, California, Berkeley , California, University of California Berkeley, Berkeley, Voleon, Delaware, Washington ,
A man wearing a protective mask is seen inside the Shanghai Stock Exchange building, as the country is hit by a new coronavirus outbreak, at the Pudong financial district in Shanghai, China February 28, 2020. Separately, the Shanghai and Shenzhen stock exchanges, under the CSRC's guidance, have sought information from major quant funds on their money-making strategies, another source said. The weakness has triggered finger-pointing in social media, as well as criticism from fund managers and retail investors against these quant funds and short sellers. Short-selling activities by quant funds could also be caught in the crossfire, he said. Another brokerage source said the CSRC asked them to elaborate on the size of their quant clientele and whether quant trading had impacted recent stock market.
Persons: Aly, shortsellers, Yuan Yuwei, Yang Tingwu, Shri Navaratnam Organizations: Shanghai Stock Exchange, REUTERS, Rights, China Securities Regulatory Commission, Global, Sigma, Huatai Securities, China's, Quant Investment, Yanfu Investments, Shanghai Minghong Investment Management Co, Wisdom Asset, Tongheng Investment, Shanghai, Thomson Locations: Pudong, Shanghai, China, Shenzhen, Winton, Beijing
"We believe that many more Gino-authored papers contain fake data," the Data Colada professors wrote. Data Colada found that the raw data showed clear anomalies, such as a distribution infinitely more likely to be produced by a random-number generator than actual people. Soon after, Data Colada ran an article alleging that Gino tampered with data in at least one of her honesty-pledge experiments. A post on Data Colada or a tweet from Brown is like a bomb going off in the behavioral-science world. Others who attempted to build on Gino's studies are grappling with having wasted time, money, and energy.
Persons: It's, Francesca Gino, Gino, Michael Sanders, Greg Burd, , Hugo Boss, Gino coauthoring, Swarthmore College's Bhanot, Maurice Schweitzer, Simine Vazire, Sanders, Goldman Sachs, Schweitzer, they'd, Uri Simonsohn, Joe Simmons, Leif Nelson —, Data Colada, Dan Ariely, Ariely, Chris Goodney, Harvard, Colada, Nick Brown, Brown, Jeff Lees, Lees, There's Ariely, Brian Wansink's, HBS's Amy Cuddy's, Cuddy, Amy Cuddy's, Marie Claire's, Allison Williams, Astrid Stawiarz, Marie Claire Simonsohn, Simmons, Nelson, they're, Gordon Pennycook, Pennycook, it's, Bhanot Organizations: TED, Twitter, LinkedIn, Harvard, Wharton, Swarthmore College, Harvard Business School, Alaska Airlines, King's College London, Tione, University of Trento, Sant'anna, Studies, Carnegie Mellon University, University of North, Wired, Forbes, Google, Swarthmore, University of Melbourne, Disney, Lavin Agency, Data, Duke University, who's, NBC, BuzzFeed News, Bloomberg, Getty, Privately, Higher Education, Hill, Duke, US Department of, Cornell University, New York Times Locations: Trento, Pisa, University of North Carolina, HBS, Guatemala, Boston, New York, British, Guatemalan
[1/3] Pedestrians are reflected on a window of a commercial building at closing hour at a financial district in Tokyo, Japan, November 22, 2017. The number of activist funds has trebled over the last five years to 69, according to data from IR Japan. Joining a hedge fund where you might lose your job tomorrow because you lost money or didn't raise funds is a very foreign world for such workers." "Many global hedge funds are opening up Tokyo offices and hiring talent" to support a growing investment focus, said Masa Yanagisawa, head of prime services Japan at Goldman Sachs in Tokyo. Hong Kong-headquartered activist hedge fund Oasis Management has hired people in Japan this year, including a former senior regulatory official it appointed to its advisory council.
Persons: Kim Kyung, Warren Buffett, Stefan Nilsson, Masa Yanagisawa, Goldman Sachs, Seth Fischer, FinCity.Tokyo, Keiichi Aritomo, Toby Bartlett, Goldman's Yanagisawa, UBP, Cedric Le Berre, Xie Yu, Makiko Yamazaki, Scott Murdoch, David Dolan, Lincoln Organizations: REUTERS, Global, Nikkei, Funds, Oasis Management, Oasis, Citadel, Citadel Securities, Nasdaq, May, Angel, Asset Management, Thomson Locations: Tokyo, Japan, HONG KONG, TOKYO, Hong Kong, Singapore, Swiss, China, Taiwan, Sydney
Now he’s a founding partner and the risk manager at Kepos Capital, a New York-based investment company with $2 billion under management. What excites him these days is a financial instrument he’s conceived that he thinks could help stop climate change. The problem Litterman is trying to solve is that many private investors are unwilling to invest heavily in climate solutions because they lack confidence that there will be a payoff. There’s a term for the problem Litterman is wrestling with: time inconsistency. In the case of climate change, investors understandably worry that the government will back away from its commitment to a high carbon price if there’s a substantial political backlash.
Persons: Robert Litterman, Goldman Sachs, Fischer Black, Litterman, it’s, Finn Kydland, Edward Prescott Organizations: Wall, University of Minnesota, Kepos, Society Locations: New York, London
At 31, Soeren Kuenzel runs Citadel Securities' FX team, overseeing hundreds of billions in trades. Just ask Soeren Kuenzel, the head of foreign-exchange trading at Citadel Securities who's now responsible for billions in complicated currency trades at just 31 years old. It was sponsored by Citadel, the hedge-fund firm led by the billionaire Ken Griffin, alongside the market maker Citadel Securities. Citadel Securities, launched by Griffin in 2002, is one of the biggest trading houses matching sellers and buyers of stocks, bonds, and currencies across the globe. He finished his doctorate at Berkeley in 2019 and began working that fall as a quant researcher at Citadel Securities full time in Chicago.
Persons: Soeren, Soeren Kuenzel, Kuenzel, Ken Griffin, Griffin, Fang Wu, Wu, It's, Yale's, I've, he's, that's, Alex Morell Organizations: Citadel Securities, FX, University of California, Facebook, Apple, Citadel, New York Stock Exchange, Chicago, Berkeley, Yale's men's, Cape, Cape Florida Lighthouse Locations: Berkeley, Miami, Europe, Chicago, Germany, Cape Florida
Chinese quants redouble AI bets amid ChatGPT frenzy
  + stars: | 2023-06-05 | by ( ) www.reuters.com   time to read: +4 min
REUTERS/Thomas White/Illustration/File PhotoSHANGHAI/SINGAPORE, June 5 (Reuters) - Chinese quant hedge fund managers are rushing to explore ChatGPT-style tools, embracing the emerging AI technology that has sparked a global frenzy since the release of the widely popular Microsoft-backed OpenAI chatbot. His hedge fund already uses ChatGPT to better understand a company's fundamentals and avoid value traps, project earnings power, and identify investment opportunities and risks. A ChatGPT-like tool boosts quants' ability to process text-related data, said Feng Ji, chairman of Baiont Capital. Feng's hedge fund, backed by former Google China chief and AI veteran Kai-Fu Lee, has invested heavily in hardware to enhance computing power required for model-training. Regulators are looking for ways to tackle the impact of generative AI technology.
Persons: Thomas White, Steve Chen, Feng Ji, ChatGPT, Feng, Kai, Fu Lee, Feng's, Larry Cao, Cao, it's, Samuel Shen, Tom Westbrook, Himani Sarkar Organizations: Microsoft, Baiont, Google China, Flyer, Zhishan Investment, Wall, Regulators, HK, Baidu, CFA Institute, Thomson Locations: SHANGHAI, SINGAPORE, Shanghai, Beijing, Feng's Nanjing, China
Data from Evident shows it advertised 3,651 AI-related jobs in three months. JPMorgan is leading the way in Wall Street's shift towards AI, according to data reported by Bloomberg. The bank advertised 3,651 jobs globally from February through April with roles related to AI, per Bloomberg. JPMorgan's job adverts are nearly double that of its closest competitor, Citigroup, which advertised around 2,100 AI-related roles across the same time period, Bloomberg reported. Only Deutsche Bank and BNP Paribas also advertised more than 1,000 AI-related jobs, according to the report.
Persons: Goldman Sachs, Morgan Stanley, Larry Fink, Insider's Rebecca Ungarino Organizations: JPMorgan, Bloomberg, Citigroup, Deutsche Bank, BNP, CNBC, Wednesday, BlackRock
Warren Buffett has more in common with quantitative traders than it appears, Cliff Asness says. Buffett looks at companies' profits, risks, valuations, and many other elements of their businesses. "Yet he is very correlated with what quants would call the value factor, the low risk factor, and the profitability factor," Asness continued. Meanwhile, Buffett and other value investors look beyond those ratios to determine if a company is a bargain or not, he said. "That is not the holistic measure of value a guy like Warren Buffett, or any Graham-and-Dodd-style value investor, would look at," Asness said.
Persons: Warren Buffett, Cliff Asness, Buffett, , David Rubenstein, Asness, It's, Graham, Dodd, quants, Read, Warren Organizations: Service, AQR Capital Management, Berkshire Hathaway, Bloomberg Locations: Berkshire
Amid a chaotic few months in the US economy, the stock market has remained relatively stable. Quant funds, which use computer models to trade, are helping calm the markets, The Wall Street Journal reported. Yet still, the stock market has remained somewhat calm. That stability is at least in part thanks to quant funds, according to The Wall Street Journal. Quant funds, or quantitative hedge funds, are investment funds that use computer-created algorithms, mathematical models, and artificial intelligence to make stock predictions.
Citadel Securities' trading strategies? Look no further than a recently filed lawsuit by Citadel Securities against two former employees, per Bloomberg. The suit, which you can read here, alleges the former employees were building a competing high-frequency trading firm while still employed and used trade secrets gained while at Citadel Securities. Portofino told Bloomberg that the Citadel Securities lawsuit was "corporate bullying" and that it would defend itself. On the one hand, trading firms invest a lot of money — check out some salary ranges here — in developing these strategies.
Goldman Sachs is building out a tool used by institutional clients for pricing derivatives. Goldman Sachs is expanding on a tool aimed at simplifying the complex world of derivatives trading for its institutional clients. At its core, Visual Structuring is making it easier to translate an idea about the markets into a potential options trading strategy. Screenshot of Goldman Sachs' Visual Structuring tool used to price options. Visual Structuring helped them explain the risk they're taking in a way that's easy to monitor and understand.
Goldman Sachs is building out a tool used by institutional clients for pricing derivatives. Goldman Sachs is expanding on a tool aimed at simplifying the complex world of derivatives trading for its institutional clients. At its core, Visual Structuring is making it easier to translate an idea about the markets into a potential options trading strategy. Screenshot of Goldman Sachs' Visual Structuring tool used to price options. Visual Structuring helped them explain the risk they're taking in a way that's easy to monitor and understand.
Large language models, the form of AI behind ChatGPT, could transform how Wall Street does business. With advances in generative AI and large language models, the realm of possibilities have been blown way open. Argenti and Tsementzis outlined three ways Goldman is experimenting with large language models. Summarizing and extracting data from documentsGoldman's document-management process stands to improve from the use of generative AI, Argenti said. Helping engineers parse through code documentationA big time suck for software engineers is figuring out other peoples' code, Argenti said.
She says there is a great deal of opportunity for investors who focus on company fundamentals. When investors find something that works for a long time, it only makes sense that they're going to stick with it. "We've all been trained to ignore fundamentals and just pay attention to Fed speak, central banks, and then also pay attention to what quants are doing to extend any momentum." She suggested that a lot of investors think that sooner or later, conditions will revert back to where they were before the pandemic, leaving a low-interest rate, low-inflation, low-growth environment. "There is a tremendous opportunity for fundamental investors, the few that are left," she said.
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