Machine learning
Deep XVAs and the promise of super-fast pricing
Intelligent robots can value complex derivatives in minutes rather than hours
Waters Wrap: The Symphony-Cloud9 tie-up hints at a new tune for the comms provider
Anthony talks with Brad Levy about the company’s acquisition of Cloud9, its plan for future acquisitions, the possibility of an IPO, his thoughts on Big Tech providers, and more.
This Week: Symphony, Digital Asset/Nasdaq, State Street, Finos & more
A summary of some of the past week's financial technology news.
Former Standard Chartered CDO details AI in capital markets and regulators’ approach
Waters Wavelength Podcast Interview Series: Shameek Kundu, now head of financial services and chief strategy officer at AI startup firm Truera, talks AI, the state of the art of infrastructure, and how regulators are keeping a keen eye on the space.
Direxion turns to Two Sigma’s Venn for thematic ETFs
The firm is using the platform as a comparison tool as it evolves its fund offerings.
Banks fear Fed crackdown on AI models
Dealers say the agencies’ request for info could prompt new rules that stifle model innovation.
Meme stocks: Data providers conflicted on offering investment analyses
While some alternative data providers are jumping in on the meme-stock craze by producing new datasets and analyses geared toward risk management and alpha generation, others—perhaps rightly so—are staying cautious.
Deutsche Bank leverages AI for securities services
The bank’s client segmentation offering creates more targeted post-trade offerings, while its prediction engine can help reduce settlement failures.
Nordea: Licensing changes could make RPA too expensive
The Nordic bank is looking for ways to mitigate costs as software vendors define new policy categories to capture robotic workers.
Waters Wrap: ESG’s growing influence on market data consolidation (And exchange data)
Anthony explains why he thinks ESG will play a major role in the anticipated market data consolidation that’s to come. He also looks at moves made by some exchanges to cut out the data vendor middleman.
Quantum computing experts voice explainability fears
Big speed-ups for quantum-powered models could prompt bigger questions from regulators.
Putting the ‘green’ in green data: Rise of impact investing drives ESG M&A
Socially responsible investors are putting their money where their mouth is—in ever-increasing amounts. With insatiable demand for new datasets and analytics to support these strategies, it’s not surprising that every data vendor wants a slice of the ESG…
Waters Wrap: ‘Exponential technologies’ & the changing face of trading (And interop)
Evolutions in the realms of cloud, AI, and surveillance/encryption are making the possibility of a decentralized trading ecosystem more real. Anthony looks at how progress in these areas—as well as the interoperability push—will forever change the…
Technical difficulties: OpenFin says it’s committed to FDC3, while others have their doubts
After quietly pulling its Finos membership this year, OpenFin’s involvement—at least in the public forum that governs it—with the interop standard it has championed for years, continues to dip. Though the vendor has re-affirmed its commitment to FDC3…
Waters Wrap: When will Big Tech providers turn sights on the market data space? (And deep learning)
In recent years, the major cloud providers have expanded their service offerings specific to capital markets firms. Some industry observers believe it’s just a matter of time until they get involved in market data M&A activity.
Inside RBC’s Aiden project: 5 years of deep learning
Aiden, a trading platform launched last year, is the product of five years of experimentation with deep learning by RBC Capital Markets on top of an additional five years of hypothesizing about what best execution would one day require.
Acadian builds ‘green screen’ to auto-filter ESG phoneys
The $110 billion quant investor is creating an automated system to spot greenwashers.
Quoniam AM turns to machine learning for non-linear stock relationships
The Frankfurt-based asset manager is using machine learning to look at the performance of stocks with low returns, high-growth.
Finra taps AWS for next-gen regulatory search tools
A long-time AWS client, Finra is using a combination of AWS tools and its own knowledge graph to generate better search results.
Ping An Asset Management zooms in on NLP models for sentiment analysis
The asset management arm of Ping An Insurance (Group) Company of China is enhancing its NLP models to solve complex, non-linear challenges such as overfitting.
Waters Wrap: Buzzwords and the hype machine (And editorial judgment)
Anthony previews some of the major trend topics that WatersTechnology will look to cover over the next eight months.
BNP Paribas AM turns to machine learning for carbon emissions
The asset manager is using machine learning to estimate carbon footprints for companies that do not report emissions.
Banks, asset managers weigh trade-offs in third-party tools for machine learning
Although many banks and asset managers still prefer to build models in-house, off-the-shelf products are maturing.
Waters Wrap: Big Tech takes control of cutting-edge encryption (And consortium flat circles)
In addition to growing their cloud presence in the capital markets, Big Tech companies are, unsurprisingly, taking the lead on encryption and security in the cloud. Anthony sees positives and negatives. He also looks at bank-led consortiums.