Facebook AI, the social media giant’s artificial intelligence research arm, is introducing a massive data set and computing power to help find efficient methods to store and use renewable energy – joining the likes of AI firm DeepMind, Google and Microsoft in addressing the climate crisis.
In collaboration with Carnegie Mellon University in Pittsburgh, the Open Catalyst Project is a data set open to researchers everywhere to serve as “an accurate and useful foundation for future research” that Facebook claims is the biggest in the world of its kind.
The data set is meant to significantly improve machine learning models, allowing researchers to solve calculations – that would otherwise take them eight hours – in less than one second using trained AI algorithms.
“While most people instinctively think of batteries for energy storage, the cost of outfitting the power grid with enough lithium-ion batteries for days or weeks of reserve power during a cloudy, low-wind stretch is prohibitively expensive, especially on a global scale,” said Larry Zitnick, a researcher at Facebook AI.
Storing wind and solar power when the breeze isn’t blowing or the sun isn’t shining is a persistent challenge that, left unsolved, may prevent the world from shifting fully to renewable energy.
Even with a growing number of supercomputers and AI algorithms, it is still time and cost-intensive to run analyses of each chemical reaction in search of which will provide fuel cells with greater efficiency and capacity to store energy.
While computing power and AI have helped in recent years, a lack of training data was a hindrance to previous research projects.
Solving these problems is increasingly urgent as the world relies more and more on wind and solar to meet rising energy demand.
Renewables account for one-third of total global power generation. This week the International Energy Agency predicted the global response to Covid-19 will "reshape the future of energy" for years to come, with renewables emerging even stronger.
"I see solar becoming the new king of the world's electricity markets," said Fatih Birol, IEA's executive director. "Based on today's policy settings, it is on track to set new records for deployment every year after 2022."
But concerns over Facebook’s track record with users’ data and its primacy in our digital worlds are making some engineering and energy experts uneasy about its foray into addressing renewable energy's biggest challenges.
"Now that there are so many AI models available, the ethical issue is that they are open and can be used by anyone, then how might they be misused," Daniel Choi, an associate professor in mechanical engineering at Khalifa University, told The National.
His research into battery storage would fit into the Facebook project’s remit but he said that while the initiative looked promising, he would likely continue to rely on algorithms available through Google and a supercomputer available on campus to speed up his work.
"Of course Facebook knows we care about climate change, they know our user behaviour and this [project] could support and enhance reliance on the power grid" to access more of Facebook's services, Anoop Babu, the head of renewable energy at Ras Al Khaimah Municipality Department, told The National.
While he expressed caution, the initiative looks promising, he said.
Professor Zachary Ulissi, who leads the research team at Carnegie Mellon that worked on the Open Catalyst project, said opening it up to researchers on GitHub and introducing a leaderboard so teams can compete to come up with solutions would ultimately attract a hyper-competitive science community.
The breadth of the data and the processing speeds are unparalleled, Professor Ulissi said. "This is the holy grail."
Jigra
Starring: Alia Bhatt, Vedang Raina, Manoj Pahwa, Harsh Singh
The years Ramadan fell in May
The specs
Engine: 2.0-litre 4-cyl turbo
Power: 247hp at 6,500rpm
Torque: 370Nm from 1,500-3,500rpm
Transmission: 10-speed auto
Fuel consumption: 7.8L/100km
Price: from Dh94,900
On sale: now
Tamkeen's offering
- Option 1: 70% in year 1, 50% in year 2, 30% in year 3
- Option 2: 50% across three years
- Option 3: 30% across five years
Dr Amal Khalid Alias revealed a recent case of a woman with daughters, who specifically wanted a boy.
A semen analysis of the father showed abnormal sperm so the couple required IVF.
Out of 21 eggs collected, six were unused leaving 15 suitable for IVF.
A specific procedure was used, called intracytoplasmic sperm injection where a single sperm cell is inserted into the egg.
On day three of the process, 14 embryos were biopsied for gender selection.
The next day, a pre-implantation genetic report revealed four normal male embryos, three female and seven abnormal samples.
Day five of the treatment saw two male embryos transferred to the patient.
The woman recorded a positive pregnancy test two weeks later.
THE BIO
Mr Al Qassimi is 37 and lives in Dubai
He is a keen drummer and loves gardening
His favourite way to unwind is spending time with his two children and cooking
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
Company%20profile
%3Cp%3EName%3A%20Tabby%3Cbr%3EFounded%3A%20August%202019%3B%20platform%20went%20live%20in%20February%202020%3Cbr%3EFounder%2FCEO%3A%20Hosam%20Arab%2C%20co-founder%3A%20Daniil%20Barkalov%3Cbr%3EBased%3A%20Dubai%2C%20UAE%3Cbr%3ESector%3A%20Payments%3Cbr%3ESize%3A%2040-50%20employees%3Cbr%3EStage%3A%20Series%20A%3Cbr%3EInvestors%3A%20Arbor%20Ventures%2C%20Mubadala%20Capital%2C%20Wamda%20Capital%2C%20STV%2C%20Raed%20Ventures%2C%20Global%20Founders%20Capital%2C%20JIMCO%2C%20Global%20Ventures%2C%20Venture%20Souq%2C%20Outliers%20VC%2C%20MSA%20Capital%2C%20HOF%20and%20AB%20Accelerator.%3Cbr%3E%3C%2Fp%3E%0A
Ten tax points to be aware of in 2026
1. Domestic VAT refund amendments: request your refund within five years
If a business does not apply for the refund on time, they lose their credit.
2. E-invoicing in the UAE
Businesses should continue preparing for the implementation of e-invoicing in the UAE, with 2026 a preparation and transition period ahead of phased mandatory adoption.
3. More tax audits
Tax authorities are increasingly using data already available across multiple filings to identify audit risks.
4. More beneficial VAT and excise tax penalty regime
Tax disputes are expected to become more frequent and more structured, with clearer administrative objection and appeal processes. The UAE has adopted a new penalty regime for VAT and excise disputes, which now mirrors the penalty regime for corporate tax.
5. Greater emphasis on statutory audit
There is a greater need for the accuracy of financial statements. The International Financial Reporting Standards standards need to be strictly adhered to and, as a result, the quality of the audits will need to increase.
6. Further transfer pricing enforcement
Transfer pricing enforcement, which refers to the practice of establishing prices for internal transactions between related entities, is expected to broaden in scope. The UAE will shortly open the possibility to negotiate advance pricing agreements, or essentially rulings for transfer pricing purposes.
7. Limited time periods for audits
Recent amendments also introduce a default five-year limitation period for tax audits and assessments, subject to specific statutory exceptions. While the standard audit and assessment period is five years, this may be extended to up to 15 years in cases involving fraud or tax evasion.
8. Pillar 2 implementation
Many multinational groups will begin to feel the practical effect of the Domestic Minimum Top-Up Tax (DMTT), the UAE's implementation of the OECD’s global minimum tax under Pillar 2. While the rules apply for financial years starting on or after January 1, 2025, it is 2026 that marks the transition to an operational phase.
9. Reduced compliance obligations for imported goods and services
Businesses that apply the reverse-charge mechanism for VAT purposes in the UAE may benefit from reduced compliance obligations.
10. Substance and CbC reporting focus
Tax authorities are expected to continue strengthening the enforcement of economic substance and Country-by-Country (CbC) reporting frameworks. In the UAE, these regimes are increasingly being used as risk-assessment tools, providing tax authorities with a comprehensive view of multinational groups’ global footprints and enabling them to assess whether profits are aligned with real economic activity.
Contributed by Thomas Vanhee and Hend Rashwan, Aurifer
MATCH INFO
Juventus 1 (Dybala 45')
Lazio 3 (Alberto 16', Lulic 73', Cataldi 90 4')
Red card: Rodrigo Bentancur (Juventus)
Mercer, the investment consulting arm of US services company Marsh & McLennan, expects its wealth division to at least double its assets under management (AUM) in the Middle East as wealth in the region continues to grow despite economic headwinds, a company official said.
Mercer Wealth, which globally has $160 billion in AUM, plans to boost its AUM in the region to $2-$3bn in the next 2-3 years from the present $1bn, said Yasir AbuShaban, a Dubai-based principal with Mercer Wealth.
“Within the next two to three years, we are looking at reaching $2 to $3 billion as a conservative estimate and we do see an opportunity to do so,” said Mr AbuShaban.
Mercer does not directly make investments, but allocates clients’ money they have discretion to, to professional asset managers. They also provide advice to clients.
“We have buying power. We can negotiate on their (client’s) behalf with asset managers to provide them lower fees than they otherwise would have to get on their own,” he added.
Mercer Wealth’s clients include sovereign wealth funds, family offices, and insurance companies among others.
From its office in Dubai, Mercer also looks after Africa, India and Turkey, where they also see opportunity for growth.
Wealth creation in Middle East and Africa (MEA) grew 8.5 per cent to $8.1 trillion last year from $7.5tn in 2015, higher than last year’s global average of 6 per cent and the second-highest growth in a region after Asia-Pacific which grew 9.9 per cent, according to consultancy Boston Consulting Group (BCG). In the region, where wealth grew just 1.9 per cent in 2015 compared with 2014, a pickup in oil prices has helped in wealth generation.
BCG is forecasting MEA wealth will rise to $12tn by 2021, growing at an annual average of 8 per cent.
Drivers of wealth generation in the region will be split evenly between new wealth creation and growth of performance of existing assets, according to BCG.
Another general trend in the region is clients’ looking for a comprehensive approach to investing, according to Mr AbuShaban.
“Institutional investors or some of the families are seeing a slowdown in the available capital they have to invest and in that sense they are looking at optimizing the way they manage their portfolios and making sure they are not investing haphazardly and different parts of their investment are working together,” said Mr AbuShaban.
Some clients also have a higher appetite for risk, given the low interest-rate environment that does not provide enough yield for some institutional investors. These clients are keen to invest in illiquid assets, such as private equity and infrastructure.
“What we have seen is a desire for higher returns in what has been a low-return environment specifically in various fixed income or bonds,” he said.
“In this environment, we have seen a de facto increase in the risk that clients are taking in things like illiquid investments, private equity investments, infrastructure and private debt, those kind of investments were higher illiquidity results in incrementally higher returns.”
The Abu Dhabi Investment Authority, one of the largest sovereign wealth funds, said in its 2016 report that has gradually increased its exposure in direct private equity and private credit transactions, mainly in Asian markets and especially in China and India. The authority’s private equity department focused on structured equities owing to “their defensive characteristics.”
'My Son'
Director: Christian Carion
Starring: James McAvoy, Claire Foy, Tom Cullen, Gary Lewis
Rating: 2/5
Racecard
5.25pm: Etihad Museum – Maiden (TB) Dh82,500 (Turf) 1,200m
6pm: Al Shindaga Museum – Handicap (TB) Dh87,500 (Dirt) 1,200m
6.35pm: Poet Al Oqaili – Handicap (TB) Dh95,000 (T) 1,400m
7.10pm: Majlis Ghurfat Al Sheif – Handicap (TB) Dh87,500 (D) 1,600m
7.45pm: Hatta – Handicap (TB) Dh95,000 (T) 1,400m
8.20pm: Al Fahidi – Rated Conditions (TB) Dh87,500 (D) 2,200m
8.55pm: Zabeel Trophy – Rated Conditions (TB) Dh120,000 (T) 1,600m
9.30pm: Coins Museum – Rated Conditions (TB) Dh95,000 (D) 1,600m
10.05pm: Al Quoz Creative – Handicap (TB) Dh95,000 (T) 1,000m
The specs
Engine: 5.2-litre V10
Power: 640hp at 8,000rpm
Torque: 565Nm at 6,500rpm
Transmission: 7-speed dual-clutch auto
Price: From Dh1 million
On sale: Q3 or Q4 2022
How to help
Call the hotline on 0502955999 or send "thenational" to the following numbers:
2289 - Dh10
2252 - Dh50
6025 - Dh20
6027 - Dh100
6026 - Dh200
