A British tech start-up has unveiled an artificial intelligence system for automated driving that gives feedback to its riders.
The Lingo-1 model, created by Wayve, can answer questions that clarify why it made certain decisions or took particular courses of action.
Wayve's chief executive Alex Kendall told the CogX Festival that when the system was asked about the hazards driving down a street in north London, it fed back that a row of parked cars was a potential risk.
“Lingo commented that there was a row of parked cars,” Mr Kendall said.
“Why are you concerned about those parked cars? And Lingo said, 'Because there's a chance that a pedestrian might slip out from between them, might step out unexpectedly. I should be cautious about that.'”
“So it's really neat to see that Lingo was capable of reasoning about risks that maybe weren't immediately obvious to me.”
The conversation between man and machine may seem simple, but it actually cuts to the core of a major concern regarding AI – why certain systems do what they do and the transparency of their reasoning.
For many observers, it is this transparency that is fundamental to building the trust of the general public and allaying any fears they might have about AI technologies.
Mr Kendall told the CogX Festival that being able to interrogate Lingo-1 about why it made some decisions and not others is crucial to AI's development.
“One of the interesting things is that people in autonomous driving believe that perfect driving is all about seeing things,” he explained.
“What we've really learnt over the last couple of years is that decision-making problems are really complex.
“The reason why five-year-olds don't have a driving licence, even though they can see and recognise what a car or traffic light is perfectly, is that it's not until you're an adult that you develop the risk assessment, the judgment.
“One of the things we're learning is there's no better technology to develop robust and performance decision-making than AI.
“I think the inflection and rising capabilities we're seeing in AI technology this year, and just recently, is going to be what unlocks an application like autonomous driving at scale.”
When The Financial Times took Lingo-1 for a test drive recently, the system was able to give feedback on its reasoning for travelling at certain speeds. But when asked if it could park on the side of the road where there was a bus stop, Lingo-1 said it could, prompting Mr Kendall to comment that the model might need “a little more training”.
Zero accidents
Nonetheless, Mr Kendall told the CogX Festival that he was convinced that eventually AI would render autonomous driving accident-free.
“1.3 million people lose their lives around the world each year due to road accidents,” he said.
“I think AI technology can drive that down to zero.
“Road accidents actually cost the UK 2 per cent of its GDP [gross domestic product], due to all the associated costs.
“So, with AI we can make a much more sustainable and efficient transportation system, with autonomous driving as a specific example.”
COMPANY%20PROFILE
%3Cp%3E%3Cstrong%3ECompany%20name%3A%3C%2Fstrong%3E%20Alaan%3Cbr%3E%3Cstrong%3EStarted%3A%3C%2Fstrong%3E%202021%3Cbr%3E%3Cstrong%3EBased%3A%3C%2Fstrong%3E%20Dubai%3Cbr%3E%3Cstrong%3EFounders%3A%3C%2Fstrong%3E%20Parthi%20Duraisamy%20and%20Karun%20Kurien%3Cbr%3E%3Cstrong%3ESector%3A%3C%2Fstrong%3E%20FinTech%3Cbr%3E%3Cstrong%3EInvestment%20stage%3A%3C%2Fstrong%3E%20%247%20million%20raised%20in%20total%20%E2%80%94%20%242.5%20million%20in%20a%20seed%20round%20and%20%244.5%20million%20in%20a%20pre-series%20A%20round%3Cbr%3E%3Cbr%3E%3C%2Fp%3E%0A
BORDERLANDS
Starring: Cate Blanchett, Kevin Hart, Jamie Lee Curtis
Director: Eli Roth
Rating: 0/5
Key facilities
- Olympic-size swimming pool with a split bulkhead for multi-use configurations, including water polo and 50m/25m training lanes
- Premier League-standard football pitch
- 400m Olympic running track
- NBA-spec basketball court with auditorium
- 600-seat auditorium
- Spaces for historical and cultural exploration
- An elevated football field that doubles as a helipad
- Specialist robotics and science laboratories
- AR and VR-enabled learning centres
- Disruption Lab and Research Centre for developing entrepreneurial skills
LA LIGA FIXTURES
Thursday (All UAE kick-off times)
Sevilla v Real Betis (midnight)
Friday
Granada v Real Betis (9.30pm)
Valencia v Levante (midnight)
Saturday
Espanyol v Alaves (4pm)
Celta Vigo v Villarreal (7pm)
Leganes v Real Valladolid (9.30pm)
Mallorca v Barcelona (midnight)
Sunday
Atletic Bilbao v Atletico Madrid (4pm)
Real Madrid v Eibar (9.30pm)
Real Sociedad v Osasuna (midnight)
RIDE%20ON
%3Cp%3EDirector%3A%20Larry%20Yang%3C%2Fp%3E%0A%3Cp%3EStars%3A%20Jackie%20Chan%2C%20Liu%20Haocun%2C%20Kevin%20Guo%3C%2Fp%3E%0A%3Cp%3ERating%3A%202%2F5%3C%2Fp%3E%0A
WORLD CUP SEMI-FINALS
England v New Zealand
(Saturday, 12pm UAE)
Wales v South Africa
(Sunday, 12pm, UAE)
All%20We%20Imagine%20as%20Light
%3Cp%3E%3Cstrong%3EDirector%3A%20%3C%2Fstrong%3EPayal%20Kapadia%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStarring%3A%3C%2Fstrong%3E%20Kani%20Kusruti%2C%20Divya%20Prabha%2C%20Chhaya%20Kadam%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%204%2F5%3C%2Fp%3E%0A
RESULT
Fifth ODI, at Headingley
England 351/9
Pakistan 297
England win by 54 runs (win series 4-0)
UAE currency: the story behind the money in your pockets
The specs
Engine: 6.2-litre V8
Transmission: seven-speed auto
Power: 420 bhp
Torque: 624Nm
Price: from Dh293,200
On sale: now
Virtual banks explained
What is a virtual bank?
The Hong Kong Monetary Authority defines it as a bank that delivers services through the internet or other electronic channels instead of physical branches. That means not only facilitating payments but accepting deposits and making loans, just like traditional ones. Other terms used interchangeably include digital or digital-only banks or neobanks. By contrast, so-called digital wallets or e-wallets such as Apple Pay, PayPal or Google Pay usually serve as intermediaries between a consumer’s traditional account or credit card and a merchant, usually via a smartphone or computer.
What’s the draw in Asia?
Hundreds of millions of people under-served by traditional institutions, for one thing. In China, India and elsewhere, digital wallets such as Alipay, WeChat Pay and Paytm have already become ubiquitous, offering millions of people an easy way to store and spend their money via mobile phone. Indonesia, Vietnam and the Philippines are also among the world’s biggest under-banked countries; together they have almost half a billion people.
Is Hong Kong short of banks?
No, but the city is among the most cash-reliant major economies, leaving room for newcomers to disrupt the entrenched industry. Ant Financial, an Alibaba Group Holding affiliate that runs Alipay and MYBank, and Tencent Holdings, the company behind WeBank and WeChat Pay, are among the owners of the eight ventures licensed to create virtual banks in Hong Kong, with operations expected to start as early as the end of the year.
How to get there
Emirates (www.emirates.com) flies directly to Hanoi, Vietnam, with fares starting from around Dh2,725 return, while Etihad (www.etihad.com) fares cost about Dh2,213 return with a stop. Chuong is 25 kilometres south of Hanoi.
Global state-owned investor ranking by size
|
1.
|
United States
|
|
2.
|
China
|
|
3.
|
UAE
|
|
4.
|
Japan
|
|
5
|
Norway
|
|
6.
|
Canada
|
|
7.
|
Singapore
|
|
8.
|
Australia
|
|
9.
|
Saudi Arabia
|
|
10.
|
South Korea
|
Ferrari 12Cilindri specs
Engine: naturally aspirated 6.5-liter V12
Power: 819hp
Torque: 678Nm at 7,250rpm
Price: From Dh1,700,000
Available: Now
The specs
Engine: 4.0-litre flat-six
Torque: 450Nm at 6,100rpm
Transmission: 7-speed PDK auto or 6-speed manual
Fuel economy, combined: 13.8L/100km
On sale: Available to order now
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
