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NVIDIAs AI Agents Automate Signal Discovery in Quant Finance

NVIDIA has unveiled a new application of its NeMo Agent Toolkit, showcasing how multi-agent systems (MAS) can transform financial signal discovery in quantitative trading. By automating traditionally manual processes, the system reduces research cycles and enhances the efficiency of uncovering alpha-generating signals, a critical component of systematic trading strategies.　　According to the blog post authored by NVIDIA‘s Peihan Huo, the system coordinates three specialized AI agents: the Signal Agent, Code Agent, and Evaluation Agent. Together, these agents operate in a continuous loop of hypothesis generation, backtesting, and refinement. This self-improving workflow leverages NVIDIA’s Nemotron models to accelerate the discovery process while maintaining high interpretability and reproducibility of the results.　　How the Agent System Works　　The Signal Agent identifies potential trading signals by analyzing market data such as price, volume, and fundamental indicators. Using a structured library of mathematical operators, it generates hypotheses while avoiding common AI pitfalls like “hallucinating” invalid math. For example, it might propose a signal that combines price momentum with volume trends, ensuring logical and economic soundness.　　Once a hypothesis is formed, the Code Agent translates the idea into executable Python code. This code is then backtested by the Evaluation Agent, which calculates metrics like the Information Coefficient (IC) to measure

05-23

Walmart executives depart under CEO John Furner

Finance　　Walmart executives depart under CEO John Furner　　Two top executives are departing the company, nearly four months after CEO John Furner took over, according to internal memos viewed by CNBC on Friday.　　Tom Ward, the chief operating officer of Walmart‘s warehouse chain Sam’s Club, is retiring, and Cedric Clark, Walmarts executive vice president of U.S. store operations, is leaving the business, the memos show.　　A replacement for Clark is expected to be announced in the “coming weeks,” the memo said. It‘s unclear when the company expects to fill Ward’s position.　　The leadership shuffle comes after Furner took over as Walmart‘s CEO in February. Alongside Furner’s promotion, the company elevated four new top executives to work alongside him earlier this year. Seth Dallaire was promoted to chief growth officer, overseeing the company‘s marketplace and advertising businesses, David Guggina was elevated to CEO of Walmart U.S., Chris Nicholas became CEO of Walmart International, and Latriece Watkins became CEO of Sam’s Club.　　Furner took over the largest U.S. retailer during a period of sustained growth, fueled by gains with higher-income consumers and the expansion of its e-commerce business.　　Walmart announced fiscal first-quarter earnings Thursday, issuing mixed results and saying its business remains strong despite consumer pressures and high gas

05-23

Donald Trumps Daughter Targeted in Assassination Attempt

Tech　　Donald Trumps Daughter Targeted in Assassination AttemptInvestigators said an alleged IRGC-linked operative plotted to assassinate Ivanka Trump.They claimed the suspect targeted Trumps family over the 2020 killing of Qasem Soleimani.Al-Saadi posted online threats, surveillance material, and a map to Ivanka Trumps home.　　Ivanka Trump was reportedly the target of an assassination plot tied to an alleged operative linked to Iran‘s Islamic Revolutionary Guard Corps and Kata’ib Hizballah, according to multiple reports citing federal investigators and intelligence sources.　　The suspect, 32-year-old Mohammad Baqer Saad Dawood Al-Saadi, allegedly planned to kill President Donald Trumps eldest daughter as revenge for the 2020 US drone strike that killed Iranian General Qasem Soleimani in Baghdad.　　As per the New York Post, investigators said Al-Saadi had surveillance material and a blueprint connected to Ivanka Trumps residence on Indian Creek Island in Florida, where she lives with Jared Kushner and their children. Authorities also alleged he posted online threats directed at the Trump family alongside a map of the property.　　One message attributed to Al-Saadi warned Americans that “neither your palaces nor the Secret Service will protect you” and claimed surveillance operations were already underway.　　BREAKING: President Trumps daughter Ivanka Trump was targeted in assassination plot, as per NY Post.　　An IRGC-backed terrorist

05-23

NYSE Owner ICE Partners With OKX to Launch Perpetual Oil Futures

Tech　　NYSE Owner ICE Partners With OKX to Launch Perpetual Oil Futures　　Intercontinental Exchange, the owner of the New York Stock Exchange, is partnering with exchange OKX to introduce perpetual oil futures contracts, extending one of cryptos most popular trading instruments into global energy markets.　　Under the arrangement, ICEs benchmark pricing data for Brent crude and West Texas Intermediate (WTI) will underpin perpetual futures contracts offered through OKX, the companies announced. The products will be available in jurisdictions where OKX is already licensed to offer perpetual futures trading.　　The launch represents a notable crossover between traditional financial infrastructure and crypto-native derivatives markets, where perpetual contracts have become one of the industrys most heavily traded products.　　Unlike standard futures contracts, perpetual futures do not expire, allowing traders to maintain positions indefinitely without rolling contracts forward or taking physical delivery of the underlying asset. In recent months, perpetual futures have increasingly expanded beyond crypto into real-world assets such as commodities, equities, and foreign exchange.　　“Oil markets are critical to the world economy,” said Haider Rafique, global managing partner at OKX. Integrating ICEs pricing benchmarks into regulated perpetual products, he said, creates a bridge between traditional and digital financial markets that traders have increasingly demanded.　　Competition Ramps Up for Tokenized

05-23

Reelrush wants to turn every viral moment into a tradable market

Disclosure: This article does not represent investment advice. The content and materials featured on this page are for educational purposes only.　　Reelrush introduces Social Launchpad on Solana, blending short-form content with on-chain markets and a trade-to-earn model.Reelrush is a Solana-based social platform that combines short-form video, text posting, and on-chain trading through a built-in “Trade” feature on every post.Users log in with an X account, get an embedded wallet automatically, and can launch token markets tied to content in seconds via an AI-assisted process.Each creator earns a small trading fee share, while markets start on a bonding curve and migrate to full DEX liquidity once they reach $7,000 market cap.　　A video hits a million views on TikTok in under an hour. The creator gets a badge. The audience gets dopamine. The platform keeps the money. Reelrush is built around a different proposition: what if the audience could buy in instead of just watch？　　Thats the core pitch of the Social Launchpad, a platform that merges short-video and real-time text posting with on-chain markets; with everything running on Solana. Reelrush is a product that deliberately feels familiar. Anyone who has used X for posting and TikTok for video already knows most of the

05-23

Binance Responds to WSJ Report on Alleged Iran-Linked Transactions

Tech　　Binance Responds to WSJ Report on Alleged Iran-Linked TransactionsBinance disputed WSJ claims and said reported transactions occurred before sanctions were imposed.Internal reports allegedly linked $850 million in Binance transfers to Babak Zanjani accounts.Binance said it investigated the activity early and continues working with global regulators.　　Binance Chief Executive Officer Richard Teng pushed back against a report by The Wall Street Journal alleging that Iranian-linked entities continued to move funds through the crypto exchange despite sanctions scrutiny of the company.　　The response followed claims that accounts linked to Iranian businessman Babak Zanjani remained active on the platform for months after internal investigators reportedly identified suspicious activity linked to sanctions evasion and money laundering.　　In a statement on X, Teng said the newspaper‘s reporting contained “fundamental inaccuracies” regarding Binance’s compliance operations and handling of sanctioned entities. He stated that the transactions referenced in the report occurred before the individuals involved were sanctioned and added that Binance had already begun investigating the matter before the newspaper contacted the company.　　The WSJ‘s reporting continues to contain fundamental inaccuracies about the facts and Binance’s commitment to a strong compliance framework.　　Fact: Binance did not permit any transactions with sanctioned individuals on its platform, and transactions mentioned by WSJ happened…　　— Richard

05-23

FDIC Study Links Digital Assets to Fastest Bank Runs in US History

Tech　　FDIC Study Links Digital Assets to Fastest Bank Runs in US History　　The Federal Deposit Insurance Corporation (FDIC) released a report last week, detailing deposit flows at Silicon Valley Bank (SVB), Signature Bank (SBNY), and First Republic Bank (FRB). The staff study stated that depositors associated with the digital asset sector, along with active escrow depositors, were more likely to run during the 2023 failures.　　Signature Bank had active escrow deposits that included pooled customer funds for investment-related companies, including firms facilitating digital asset investment, and banking-as-a-service financial technology companies. Active escrow deposits made up 13% to 15% of SBNYs deposits before the run. The FDIC explained that beneficial owners of active escrow funds most likely had the ability to move funds quickly.　　FDIC Chairman Travis Hill said:　　“This study provides a highly detailed account of deposit flows during the fastest bank runs in U.S. history.”　　In 2023, SVB failed on March 10 after depositors began running on March 9. SBNY failed on March 12 after runs started on March 10. FRB remained open under stress until May 1, when regulators closed the bank and JPMorgan Chase Bank acquired it. The FDIC tied all three failures to broad-based deposit runs.　　Active escrow deposits at SBNY plummeted

05-23

NVIDIA GB200 NVL72 Optimized with Slurm for AI Supercomputing

NVIDIA‘s GB200 NVL72, a cutting-edge rack-scale AI supercomputer, is now achieving optimized performance through topology-aware job scheduling with Slurm. This advancement is critical as AI models, particularly trillion-parameter large language models (LLMs), demand both unprecedented compute power and efficient resource allocation. The system, built on NVIDIA’s Blackwell architecture, delivers up to 130 terabytes per second (TB/s) of GPU communication bandwidth and supports training and inference for some of the most complex AI workloads.　　The GB200 NVL72 integrates 72 NVIDIA Blackwell GPUs and 36 Grace CPUs in a single rack, interconnected via NVIDIA NVLink. According to NVIDIA, this setup not only supports large-scale training but also accelerates real-time inference with over 1.5 million tokens per second for OpenAI GPT models. However, maximizing this performance in shared clusters requires strategic scheduling, as highlighted in NVIDIA‘s collaboration with SchedMD to enhance Slurm’s topology-aware capabilities.　　Why Scheduling Matters for Exascale Systems　　AI workloads often run on shared clusters, where multiple jobs must compete for resources. Without topology-aware scheduling, jobs may span across NVLink domains inefficiently, leading to resource fragmentation and reduced performance. The newly introduced Slurm topology/block plugin aligns jobs with the physical network layout of the GB200 NVL72, preserving locality and minimizing fragmentation. This ensures that

05-23

OKX, ICE Expand Partnership With Brent and WTI Futures Launch

Tech　　OKX, ICE Expand Partnership With Brent and WTI Futures Launch　　OKX and Intercontinental Exchange have announced plans to launch perpetual futures contracts based on ICEs Brent Crude and West Texas Intermediate crude oil benchmarks, expanding their partnership into commodity-linked digital derivatives.　　The planned products are expected to trade on OKXs platform in jurisdictions where the company is licensed to offer perpetual futures. OKX said the contracts will give eligible users access to oil benchmark exposure through digital asset trading infrastructure.　　ICE operates global exchanges, clearing houses, and market data services across energy, commodities, fixed income, and equities. Its Brent and WTI futures prices are among the most widely used reference points in global oil markets.　　The launch follows a strategic relationship announced by the two companies in March 2026. That agreement included closer cooperation between OKX and ICE as digital asset platforms and traditional market operators explore regulated products tied to established financial benchmarks.　　Brent and WTI Benchmarks Enter OKX Perpetuals　　The new OKX perpetual contracts will be underpinned by ICEs benchmark prices. Brent is widely used as a reference price for international crude oil, while WTI is a key U.S. oil benchmark.　　Perpetual futures do not have a fixed expiry date. In crypto markets, they are

05-23

Kevin Warsh Becomes Fed Chair After Unanimous FOMC Vote

Kevin Warsh formally assumed the role of Federal Reserve Chair, taking the oath of office and receiving unanimous backing from the Federal Open Market Committee.　　Warsh steps into the position as inflation remains elevated and the FOMC faces internal division. The Fed has held rates at 3.50%–3.75% through its most recent meeting. The White House has grown critical of the central banks cautious posture.　　A Confirmation Built on Narrow Margins　　The Senate confirmation vote passed 54-45 this month, the narrowest approval margin for any Fed chair in US history. President Donald Trump nominated Warsh on March 4, 2026. His term as chair runs through May 2030, with his board seat extending to January 2040.　　Kevin Warsh takes oath of office as chairman and a member of the Board of Governors of the Federal Reserve System, and the Federal Open Market Committee unanimously selects Warsh as its chairman: https://t.co/IwPeodDfUw　　— Federal Reserve (@federalreserve) May 22, 2026　　Warsh previously served as a Fed governor from 2006 to 2011 under Chair Ben Bernanke. During the 2008 crisis, he helped coordinate the Bear Stearns sale to JPMorgan Chase, the Lehman Brothers proceedings, and the AIG rescue. After departing the board, he spent years as a fellow at Stanfords Hoover Institution

05-23

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