Google locked out artificial intelligence researcher Margaret Mitchell from its corporate systems, making her the second outspoken critic at the company to be sidelined. Ms Mitchell was a vocal supporter of her colleague Timnit Gebru, who departed under acrimonious circumstances last month.
Ms Mitchell leads Alphabet’s ethical AI unit, which is responsible for developing the company’s technology in a socially responsible manner. Ms Gebru tweeted on Tuesday that Ms Mitchell’s "corp access is now locked" and that the researcher had been told she would remain locked out "for at least a few days."
Ms Mitchell didn’t respond to a request for comment. A Google spokesman said the company is actively investigating the matter and provided the following statement:
"Our security systems automatically lock an employee’s corporate account when they detect that the account is at risk of compromise due to credential problems or when an automated rule involving the handling of sensitive data has been triggered. In this instance, yesterday our systems detected that an account had exfiltrated thousands of files and shared them with multiple external accounts. We explained this to the employee earlier today."
The Alphabet Workers Union, which counts Ms Mitchell as a member, said it was concerned by the suspension of her systems access, calling the move an "attack on the people who are trying to make Google’s technology more ethical."
"Regardless of the outcome of the company’s investigation, the ongoing targeting of leaders in this organisation calls into question Google’s commitment to ethics – in AI and in their business practices," the union said Wednesday in a statement. "Many members of the Ethical AI team are AWU members and the membership of our union recognises the crucial work that they do and stands in solidarity with them."
Google’s statement on the matter was an attempt to tarnish Ms Mitchell’s reputation despite a typical practice of refusing to comment on personnel matters, the union added.
Ms Gebru, best known for showing how facial recognition algorithms are better at identifying White people than Black people, left Google in a storm of controversy in December. She has said she was fired after the company demanded she retract a research paper she co-authored that questioned an AI technology at the heart of Google’s search engine. The company has said she resigned.
Close to 2,700 Googlers and more than 4,300 academics and civil society supporters signed a petition in favor of Ms Gebru. Google chief executive Sundar Pichai emailed an apology to employees and said he is investigating the incident.
Ms Mitchell has been a vocal supporter of Ms Gebru on social media and a critic of the shortcomings of Google and other tech companies in how they address issues of race, gender and systemic bias.
The company has increasingly clashed with employees in recent years over AI projects, especially with the military, and workplace diversity.
Earlier this month, several employees unveiled the Alphabet Workers Union to pressure the company on issues including compensation and ethical concerns such as the kinds of work Google engages in.
On December 21, April Curley, who spent six years as a Google diversity recruiter, said she was fired for speaking out internally about her concerns that the company wasn’t sufficiently interested in diversifying its workforce. In a Twitter thread, she said Google does not "want Black talent."
Subsequently, HBCU20x20, an organisation that pairs students from Historically Black Colleges and Universities with companies, canceled an agreement to work with Google, which was signed last year.
Mr Pichai will meet with several of these colleges on January 29 to discuss representation in the technology industry, according to an official from Florida A&M University.
In addition to the president of Florida A&M, representatives from Howard University, Morgan State University, Prairie View A&M University, North Carolina A&T University and the Thurgood Marshall College Fund are expected to take part in the virtual meeting, the Florida A&M official said.
"We are dedicated to hiring and retaining Black+ and other underrepresented talent at Google, and we’re committed to strengthening our partnerships with HBCUs," a Google spokeswoman wrote in an emailed statement. "This work is critical – in 2019 we welcomed graduates from 19 HBCUs and over the past decade, we’ve expanded our recruiting efforts to more than 800 schools."
The specs
Engine: 2.0-litre 4cyl turbo
Power: 261hp at 5,500rpm
Torque: 405Nm at 1,750-3,500rpm
Transmission: 9-speed auto
Fuel consumption: 6.9L/100km
On sale: Now
Price: From Dh117,059
Ain Dubai in numbers
126: The length in metres of the legs supporting the structure
1 football pitch: The length of each permanent spoke is longer than a professional soccer pitch
16 A380 Airbuses: The equivalent weight of the wheel rim.
9,000 tonnes: The amount of steel used to construct the project.
5 tonnes: The weight of each permanent spoke that is holding the wheel rim in place
192: The amount of cable wires used to create the wheel. They measure a distance of 2,4000km in total, the equivalent of the distance between Dubai and Cairo.
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%3Cp%3E%3Cstrong%3ECreator%3A%3C%2Fstrong%3E%20Ramez%20Galal%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStarring%3A%3C%2Fstrong%3E%20Ramez%20Galal%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStreaming%20on%3A%20%3C%2Fstrong%3EMBC%20Shahid%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%20%3C%2Fstrong%3E2.5%2F5%3C%2Fp%3E%0A
The Settlers
Director: Louis Theroux
Starring: Daniella Weiss, Ari Abramowitz
Rating: 5/5
Reputation
Taylor Swift
(Big Machine Records)
The%20specs
%3Cp%3E%3Cstrong%3EEngine%3A%3C%2Fstrong%3E%202-litre%204-cylinder%3Cbr%3E%3Cstrong%3EPower%3A%20%3C%2Fstrong%3E153hp%20at%206%2C000rpm%3Cbr%3E%3Cstrong%3ETorque%3A%20%3C%2Fstrong%3E200Nm%20at%204%2C000rpm%3Cbr%3E%3Cstrong%3ETransmission%3A%20%3C%2Fstrong%3E6-speed%20auto%3Cbr%3E%3Cstrong%3EFuel%20consumption%3A%20%3C%2Fstrong%3E6.3L%2F100km%3Cbr%3E%3Cstrong%3EPrice%3A%20%3C%2Fstrong%3EDh106%2C900%3Cbr%3E%3Cstrong%3EOn%20sale%3A%20%3C%2Fstrong%3Enow%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
RESULT
Norway 1 Spain 1
Norway: King (90 4')
Spain: Niguez (47')
Who's who in Yemen conflict
Houthis: Iran-backed rebels who occupy Sanaa and run unrecognised government
Yemeni government: Exiled government in Aden led by eight-member Presidential Leadership Council
Southern Transitional Council: Faction in Yemeni government that seeks autonomy for the south
Habrish 'rebels': Tribal-backed forces feuding with STC over control of oil in government territory
Global state-owned investor ranking by size
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United States
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China
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UAE
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Japan
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Norway
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Canada
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Singapore
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Australia
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Saudi Arabia
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South Korea
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Harry%20%26%20Meghan
%3Cp%3E%3Cstrong%3EDirector%3A%20%3C%2Fstrong%3ELiz%20Garbus%26nbsp%3B%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStars%3A%3C%2Fstrong%3E%20Duke%20and%20Duchess%20of%20Sussex%0D%3Cbr%3E%0D%3Cbr%3E%3Cstrong%3ERating%3A%20%3C%2Fstrong%3E3%2F5%3C%2Fp%3E%0A
FA Cup semi-finals
Saturday: Manchester United v Tottenham Hotspur, 8.15pm (UAE)
Sunday: Chelsea v Southampton, 6pm (UAE)
Matches on Bein Sports
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
Mohammed bin Zayed Majlis
Day 2, Dubai Test: At a glance
Moment of the day Pakistan’s effort in the field had hints of shambles about it. The wheels were officially off when Wahab Riaz lost his run up and aborted the delivery four times in a row. He re-measured his run, jogged in for two practice goes. Then, when he was finally ready to go, he bailed out again. It was a total cringefest.
Stat of the day – 139.5 Yasir Shah has bowled 139.5 overs in three innings so far in this Test series. Judged by his returns, the workload has not withered him. He has 14 wickets so far, and became history’s first spinner to take five-wickets in an innings in five consecutive Tests. Not bad for someone whose fitness was in question before the series.
The verdict Stranger things have happened, but it is going to take something extraordinary for Pakistan to keep their undefeated record in Test series in the UAE in tact from this position. At least Shan Masood and Sami Aslam have made a positive start to the salvage effort.
South Africa's T20 squad
Duminy (c), Behardien, Dala, De Villiers, Hendricks, Jonker, Klaasen (wkt), Miller, Morris, Paterson, Phangiso, Phehlukwayo, Shamsi, Smuts.
MATCH INFO
What: India v Afghanistan, first Test
When: Starts Thursday
Where: M Chinnaswamy Stadium, Bengalaru
Labour dispute
The insured employee may still file an ILOE claim even if a labour dispute is ongoing post termination, but the insurer may suspend or reject payment, until the courts resolve the dispute, especially if the reason for termination is contested. The outcome of the labour court proceedings can directly affect eligibility.
- Abdullah Ishnaneh, Partner, BSA Law
Analysis
Members of Syria's Alawite minority community face threat in their heartland after one of the deadliest days in country’s recent history. Read more