Machine learning
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.
Engineers tap machine learning to improve graph analytics
Augmenting graph analytics with AI can detect more complicated anomalies, vendors say.
This Week: Google Cloud/Commerzbank, SmartStream, Anna DSB, and more
A summary of some of the past week’s financial technology news.
IHS Markit soft launches more Risk Bureau capabilities ahead of Libor transition
The newly-acquired data giant targets the sell side with a suite of new risk-based applications meant to help banks with the transition from Libor, which is expected for the end of this year.
GameStop post-mortem: Alt data world confronts eroding barrier between online and real life
After Redditors staged an epic short squeeze against a handful of hedge funds, some in the industry are left wondering whether today’s models and data techniques are prepared for world where online often equals real life.