Toyota Motor unit Woven Planet is following the lead of Tesla in trying to advance self-driving technology with low-cost cameras.
Woven Planet said it was able to use cameras to collect data and effectively train its self-driving system, a "breakthrough" that it hoped would help to drive down costs and scale up the technology.
Gathering diverse driving data using a massive fleet of cars is critical to developing a strong self-driving car system, but it is costly and not scalable to test autonomous vehicles with expensive sensors, it said.
Woven Planet still uses data collected from other sensors such as radars and lidars for training as well as long-term use.
Tesla has been betting on cameras to collect data from more than one million vehicles on the road to develop its automated driving technology, while Alphabet's Waymo and other self-driving car firms added expensive sensors such as lidars to a small number of vehicles.
"We need a lot of data. And it's not sufficient to just have a small amount of data that can be collected from a small fleet of very expensive autonomous vehicles," said Michael Benisch, vice president of engineering at Woven Planet.
"Rather, we're trying to demonstrate that we can unlock the advantage that Toyota and a large auto maker would have, which is access to a huge corpus of data but with a much lower fidelity."
Mr Benisch, is a former engineering director at Lyft's self-driving division, which Toyota acquired last year.
Woven Planet uses cameras that are 90 per cent cheaper than sensors that it used before and can be easily installed in fleets of passenger cars.
It said using most data from low-cost cameras increased its system's performance to a level similar to when the system was trained exclusively on high-cost sensor data.
But Toyota would still use several sensors such as lidars and radars for robotaxis and other autonomous vehicles to be sent on the road, as this seemed to be the best, safest approach to developing robotaxis, Mr Benisch said.
Toyota is also in a partnership with Aurora in testing an autonomous ride-hailing fleet based on the Toyota Sienna minivans, equipped with lidars, radars and cameras.
"But in many, many years, it's entirely possible that camera type technology can catch up and overtake some of the more advanced sensors," Mr Benisch said.
"The question may be more about when and how long it will take to reach a level of safety and reliability. I don't believe we know that yet."
Tesla's chief executive Elon Musk said it could achieve full autonomy with cameras this year after missing earlier targets several times.
Indoor cricket World Cup:
Insportz, Dubai, September 16-23
UAE fixtures:
Men
Saturday, September 16 – 1.45pm, v New Zealand
Sunday, September 17 – 10.30am, v Australia; 3.45pm, v South Africa
Monday, September 18 – 2pm, v England; 7.15pm, v India
Tuesday, September 19 – 12.15pm, v Singapore; 5.30pm, v Sri Lanka
Thursday, September 21 – 2pm v Malaysia
Friday, September 22 – 3.30pm, semi-final
Saturday, September 23 – 3pm, grand final
Women
Saturday, September 16 – 5.15pm, v Australia
Sunday, September 17 – 2pm, v South Africa; 7.15pm, v New Zealand
Monday, September 18 – 5.30pm, v England
Tuesday, September 19 – 10.30am, v New Zealand; 3.45pm, v South Africa
Thursday, September 21 – 12.15pm, v Australia
Friday, September 22 – 1.30pm, semi-final
Saturday, September 23 – 1pm, grand final
The Dictionary of Animal Languages
Heidi Sopinka
Scribe
Mountain%20Boy
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Red flags
- Promises of high, fixed or 'guaranteed' returns.
- Unregulated structured products or complex investments often used to bypass traditional safeguards.
- Lack of clear information, vague language, no access to audited financials.
- Overseas companies targeting investors in other jurisdictions - this can make legal recovery difficult.
- Hard-selling tactics - creating urgency, offering 'exclusive' deals.
Courtesy: Carol Glynn, founder of Conscious Finance Coaching
The specs
Engine: 3.0-litre six-cylinder turbo
Power: 398hp from 5,250rpm
Torque: 580Nm at 1,900-4,800rpm
Transmission: Eight-speed auto
Fuel economy, combined: 6.5L/100km
On sale: December
Price: From Dh330,000 (estimate)
Other acts on the Jazz Garden bill
Sharrie Williams
The American singer is hugely respected in blues circles due to her passionate vocals and songwriting. Born and raised in Michigan, Williams began recording and touring as a teenage gospel singer. Her career took off with the blues band The Wiseguys. Such was the acclaim of their live shows that they toured throughout Europe and in Africa. As a solo artist, Williams has also collaborated with the likes of the late Dizzy Gillespie, Van Morrison and Mavis Staples.
Lin Rountree
An accomplished smooth jazz artist who blends his chilled approach with R‘n’B. Trained at the Duke Ellington School of the Arts in Washington, DC, Rountree formed his own band in 2004. He has also recorded with the likes of Kem, Dwele and Conya Doss. He comes to Dubai on the back of his new single Pass The Groove, from his forthcoming 2018 album Stronger Still, which may follow his five previous solo albums in cracking the top 10 of the US jazz charts.
Anita Williams
Dubai-based singer Anita Williams will open the night with a set of covers and swing, jazz and blues standards that made her an in-demand singer across the emirate. The Irish singer has been performing in Dubai since 2008 at venues such as MusicHall and Voda Bar. Her Jazz Garden appearance is career highlight as she will use the event to perform the original song Big Blue Eyes, the single from her debut solo album, due for release soon.
Why are asylum seekers being housed in hotels?
The number of asylum applications in the UK has reached a new record high, driven by those illegally entering the country in small boats crossing the English Channel.
A total of 111,084 people applied for asylum in the UK in the year to June 2025, the highest number for any 12-month period since current records began in 2001.
Asylum seekers and their families can be housed in temporary accommodation while their claim is assessed.
The Home Office provides the accommodation, meaning asylum seekers cannot choose where they live.
When there is not enough housing, the Home Office can move people to hotels or large sites like former military bases.
UAE currency: the story behind the money in your pockets
Killing of Qassem Suleimani
Jetour T1 specs
Engine: 2-litre turbocharged
Power: 254hp
Torque: 390Nm
Price: From Dh126,000
Available: Now
UAE currency: the story behind the money in your pockets
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UAE currency: the story behind the money in your pockets
The White Lotus: Season three
Creator: Mike White
Starring: Walton Goggins, Jason Isaacs, Natasha Rothwell
Rating: 4.5/5
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
Globalization and its Discontents Revisited
Joseph E. Stiglitz
W. W. Norton & Company
HOW TO WATCH
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Twitter: @thenationalnews
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TikTok: @thenationalnews
ELIO
Starring: Yonas Kibreab, Zoe Saldana, Brad Garrett
Directors: Madeline Sharafian, Domee Shi, Adrian Molina
Rating: 4/5
How to help
Donate towards food and a flight by transferring money to this registered charity's account.
Account name: Dar Al Ber Society
Account Number: 11 530 734
IBAN: AE 9805 000 000 000 11 530 734
Bank Name: Abu Dhabi Islamic Bank
To ensure that your contribution reaches these people, please send the copy of deposit/transfer receipt to: juhi.khan@daralber.ae
MISSION: IMPOSSIBLE – FINAL RECKONING
Director: Christopher McQuarrie
Starring: Tom Cruise, Hayley Atwell, Simon Pegg
Rating: 4/5
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What the law says
Micro-retirement is not a recognised concept or employment status under Federal Decree Law No. 33 of 2021 on the Regulation of Labour Relations (as amended) (UAE Labour Law). As such, it reflects a voluntary work-life balance practice, rather than a recognised legal employment category, according to Dilini Loku, senior associate for law firm Gateley Middle East.
“Some companies may offer formal sabbatical policies or career break programmes; however, beyond such arrangements, there is no automatic right or statutory entitlement to extended breaks,” she explains.
“Any leave taken beyond statutory entitlements, such as annual leave, is typically regarded as unpaid leave in accordance with Article 33 of the UAE Labour Law. While employees may legally take unpaid leave, such requests are subject to the employer’s discretion and require approval.”
If an employee resigns to pursue micro-retirement, the employment contract is terminated, and the employer is under no legal obligation to rehire the employee in the future unless specific contractual agreements are in place (such as return-to-work arrangements), which are generally uncommon, Ms Loku adds.
Specs
Engine: 51.5kW electric motor
Range: 400km
Power: 134bhp
Torque: 175Nm
Price: From Dh98,800
Available: Now
GAC GS8 Specs
Engine: 2.0-litre 4cyl turbo
Power: 248hp at 5,200rpm
Torque: 400Nm at 1,750-4,000rpm
Transmission: 8-speed auto
Fuel consumption: 9.1L/100km
On sale: Now
Price: From Dh149,900
