Traders are betting artificial intelligence and machine learning will have the biggest impact on financial markets in the coming years.
More than half of respondents to a JPMorgan Chase survey of 835 institutional and professional traders said such technology would have the most influence on trading in the next three years. That’s up from a quarter last year.
“This trend toward automation is something we’re seeing across the market now and is expanding into the credit and rates side as well as commodities,” said Scott Wacker, head of FICC e-commerce sales at JPMorgan.
Quantitative hedge funds are “bringing systematic models optimised with machine learning to over-the-counter markets”, he said.
“We’re also seeing asset managers using data in a more dynamic way using AI-enhanced technologies to assess and improve how they’re executing trades.”
Many asset managers already try to integrate some form of AI into their systems and algorithms, according to Bloomberg Intelligence’s 2022 US Institutional Equity Trading study. Still, the majority regarded AI as more of a “catchword emerging technology”.
The release of ChatGPT in November has turbocharged broader interest in AI technology and natural language processing. The tool has lit up the internet and sparked fresh debate over the role of AI across workplaces.
“People are amazed at what AI technology can achieve,” said Mr Wacker. “Natural language processing is moving along at pace but it’s a little harder to configure right now. It’s at the beginning of a journey.”
Elsewhere in JPMorgan’s survey, there were signs the past year’s turmoil in the cryptocurrency industry had curtailed enthusiasm toward the asset class.
Seventy-two per cent of traders say they have no plans to trade crypto, up from about a quarter last year.
Separately, blockchain and distributed ledger technology was seen as having the third-largest impact on trading after AI and application programming interface integration, which allows apps to work with each other. JPMorgan is using blockchain in repurchase agreement markets.
“Blockchain in terms of settling and managing trades is going to be very interesting,” said Mr Wacker.
“It’s a little further down the line. But in the same way that AI and machine learning weren’t quite there a couple years ago, blockchain technology is poised to move up the ladder.”
Traders predicted that "recession risk" would have the biggest impact on markets this year, closely followed by inflation. And in a change to the survey response for the past six years, "liquidity availability" was no longer the leading daily trading challenge. Instead, 46 per cent of traders predict "volatile markets" will be their greatest daily trading challenge this year.
That is “testament to how well the market has functioned over the past 12 months that liquidity concerns have reduced so drastically”, Mr Wacker said.
“In spite of the elevated volatility and activity, the markets have proven robust and reliable.”
Meatless Days
Sara Suleri, with an introduction by Kamila Shamsie
Penguin
Dust and sand storms compared
Sand storm
- Particle size: Larger, heavier sand grains
- Visibility: Often dramatic with thick "walls" of sand
- Duration: Short-lived, typically localised
- Travel distance: Limited
- Source: Open desert areas with strong winds
Dust storm
- Particle size: Much finer, lightweight particles
- Visibility: Hazy skies but less intense
- Duration: Can linger for days
- Travel distance: Long-range, up to thousands of kilometres
- Source: Can be carried from distant regions
What can victims do?
Always use only regulated platforms
Stop all transactions and communication on suspicion
Save all evidence (screenshots, chat logs, transaction IDs)
Report to local authorities
Warn others to prevent further harm
Courtesy: Crystal Intelligence
F1 The Movie
Starring: Brad Pitt, Damson Idris, Kerry Condon, Javier Bardem
Director: Joseph Kosinski
Rating: 4/5
How to register as a donor
1) Organ donors can register on the Hayat app, run by the Ministry of Health and Prevention
2) There are about 11,000 patients in the country in need of organ transplants
3) People must be over 21. Emiratis and residents can register.
4) The campaign uses the hashtag #donate_hope
Scoreline
Bournemouth 2
Wilson 70', Ibe 74'
Arsenal 1
Bellerin 52'
Results:
6.30pm: Mazrat Al Ruwayah (PA) | Group 2 | US$55,000 (Dirt) | 1,600 metres
Winner: AF Al Sajanjle, Tadhg O’Shea (jockey), Ernst Oertel (trainer)
7.05pm: Meydan Sprint (TB) | Group 2 | $250,000 (Turf) | 1,000m
Winner: Blue Point, William Buick, Charlie Appleby
7.40pm: Firebreak Stakes | Group 3 | $200,000 (D) | 1,600m
Winner: Muntazah, Jim Crowley, Doug Watson
8.15pm: Meydan Trophy Conditions (TB) | $100,000 (T) | 1,900m
Winner: Art Du Val, William Buick, Charlie Appleby
8.50pm: Balanchine Group 2 (TB) | $250,000 (T) | 1,800m
Winner: Poetic Charm, William Buick, Charlie Appleby
9.25pm: Handicap (TB) | $135,000 (D) | 1,200m
Winner: Lava Spin, Richard Mullen, Satish Seemar
10pm: Handicap (TB) | $175,000 (T) | 2,410m
Winner: Mountain Hunter, Christophe Soumillon, Saeed bin Suroor
UAE currency: the story behind the money in your pockets
Benefits of first-time home buyers' scheme
- Priority access to new homes from participating developers
- Discounts on sales price of off-plan units
- Flexible payment plans from developers
- Mortgages with better interest rates, faster approval times and reduced fees
- DLD registration fee can be paid through banks or credit cards at zero interest rates
COMPANY%20PROFILE
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Conflict, drought, famine
Estimates of the number of deaths caused by the famine range from 400,000 to 1 million, according to a document prepared for the UK House of Lords in 2024.
It has been claimed that the policies of the Ethiopian government, which took control after deposing Emperor Haile Selassie in a military-led revolution in 1974, contributed to the scale of the famine.
Dr Miriam Bradley, senior lecturer in humanitarian studies at the University of Manchester, has argued that, by the early 1980s, “several government policies combined to cause, rather than prevent, a famine which lasted from 1983 to 1985. Mengistu’s government imposed Stalinist-model agricultural policies involving forced collectivisation and villagisation [relocation of communities into planned villages].
The West became aware of the catastrophe through a series of BBC News reports by journalist Michael Buerk in October 1984 describing a “biblical famine” and containing graphic images of thousands of people, including children, facing starvation.
Band Aid
Bob Geldof, singer with the Irish rock group The Boomtown Rats, formed Band Aid in response to the horrific images shown in the news broadcasts.
With Midge Ure of the band Ultravox, he wrote the hit charity single Do They Know it’s Christmas in December 1984, featuring a string of high-profile musicians.
Following the single’s success, the idea to stage a rock concert evolved.
Live Aid was a series of simultaneous concerts that took place at Wembley Stadium in London, John F Kennedy Stadium in Philadelphia, the US, and at various other venues across the world.
The combined event was broadcast to an estimated worldwide audience of 1.5 billion.
COMPANY PROFILE
Name: Lamsa
Founder: Badr Ward
Launched: 2014
Employees: 60
Based: Abu Dhabi
Sector: EdTech
Funding to date: $15 million
RESULTS
%3Cp%3E%0D5pm%3A%20Al%20Bateen%20%E2%80%93%20Maiden%20(PA)%20Dh80%2C000%20(Turf)%202%2C200m%0D%3Cbr%3EWinner%3A%20Ma%E2%80%99Aly%20Al%20Shahania%2C%20Bernardo%20Pinheiro%20(jockey)%2C%20Mohamed%20Daggash%20(trainer)%0D%3Cbr%3E5.30pm%3A%20Al%20Khaleej%20%E2%80%93%20Maiden%20(PA)%20Dh80%2C000%20(T)%201%2C400m%0D%3Cbr%3EWinner%3A%20AF%20Rami%2C%20Tadhg%20O%E2%80%99Shea%2C%20Ernst%20Oertel%0D%3Cbr%3E6pm%3A%20Wathba%20Stallions%20Cup%20%E2%80%93%20Handicap%20(PA)%20Dh70%2C000%20(T)%201%2C400m%0D%3Cbr%3EWinner%3A%20Bant%20Al%20Emarat%2C%20Bernardo%20Pinheiro%2C%20Qaiss%20Aboud%0D%3Cbr%3E6.30pm%3A%20Al%20Nahyan%20%E2%80%93%20Handicap%20(PA)%20Dh80%2C000%20(T)%201%2C600m%0D%3Cbr%3EWinner%3A%20AF%20Rasam%2C%20Marcelino%20Rodrigues%2C%20Ernst%20Oertel%0D%3Cbr%3E7pm%3A%20Al%20Karamah%20%E2%80%93%20Handicap%20(PA)%20Dh80%2C000%20(T)%201%2C600m%0D%3Cbr%3EWinner%3A%20Zafaranah%2C%20Bernardo%20Pinheiro%2C%20Musabah%20Al%20Muhairi%0D%3Cbr%3E7.30pm%3A%20Al%20Salam%20%E2%80%93%20Handicap%20(TB)%20Dh80%2C000%20(T)%201%2C400m%0D%3Cbr%3EWinner%3A%20Nibras%20Passion%2C%20Tadhg%20O%E2%80%99Shea%2C%20Ismail%20Mohammed%3C%2Fp%3E%0A
KILLING OF QASSEM SULEIMANI
Company%C2%A0profile
%3Cp%3E%3Cstrong%3ECompany%20name%3A%20%3C%2Fstrong%3ELeap%0D%3Cbr%3E%3Cstrong%3EStarted%3A%20%3C%2Fstrong%3EMarch%202021%0D%3Cbr%3E%3Cstrong%3EFounders%3A%3C%2Fstrong%3E%20Ziad%20Toqan%20and%20Jamil%20Khammu%0D%3Cbr%3E%3Cstrong%3EBased%3A%3C%2Fstrong%3E%20Dubai%0D%3Cbr%3E%3Cstrong%3ESector%3A%20%3C%2Fstrong%3EFinTech%0D%3Cbr%3E%3Cstrong%3EInvestment%20stage%3A%20%3C%2Fstrong%3EPre-seed%0D%3Cbr%3E%3Cstrong%3EFunds%20raised%3A%3C%2Fstrong%3E%20Undisclosed%0D%3Cbr%3E%3Cstrong%3ECurrent%20number%20of%20staff%3A%20%3C%2Fstrong%3ESeven%3C%2Fp%3E%0A
PROFILE OF INVYGO
Started: 2018
Founders: Eslam Hussein and Pulkit Ganjoo
Based: Dubai
Sector: Transport
Size: 9 employees
Investment: $1,275,000
Investors: Class 5 Global, Equitrust, Gulf Islamic Investments, Kairos K50 and William Zeqiri
UAE currency: the story behind the money in your pockets
COMPANY%20PROFILE%20
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