Last month, employees at Google and other units of parent firm Alphabet announced the creation of a union. AFP
Last month, employees at Google and other units of parent firm Alphabet announced the creation of a union. AFP
Last month, employees at Google and other units of parent firm Alphabet announced the creation of a union. AFP
Last month, employees at Google and other units of parent firm Alphabet announced the creation of a union. AFP

Google fires another AI researcher despite outcry of staff


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Google fired the lead of its Ethical Artificial Intelligence team, Meg Mitchell, escalating the turmoil surrounding its AI division after the acrimonious exit of Mitchell’s former colleague Timnit Gebru.

In the aftermath of Friday’s firing, Google’s head of AI, Jeff Dean, tried to repair relations with the company’s staff, saying at an all-hands meeting that he took “some responsibility” for the break in trust with researchers.

"I take some amount of responsibility and I feel like other leads in the organisation also take responsibility," Mr Dean said during the meeting. "We know that the ethical AI team feels sort of aggrieved by the decision to ask some members of that team to retract the paper and other subsequent events."

Earlier, Ms Mitchell tweeted "I'm fired," adding she was "in too much pain to articulate much of anything useful. Firing @timnitGebru created a domino effect of trauma for me and the rest of the team, and I believe we are being increasingly punished for that trauma."

Ms Mitchell’s firing highlighted that even as Google tried to move past the disarray in its AI division with an apology, a leadership change and new policies, the upheaval showed no sign of letting up.

Ms Mitchell had become a fierce public critic of Google and its management after Ms Gebru’s exit. Ms Gebru, one of the few prominent Black women in AI research, said she was fired in December after refusing to retract a research paper critical of a key Google technology or remove the Google authors from it. The company has said that she resigned. Ms Mitchell was a co-author of the paper. Former colleagues expressed outrage over Google’s handling of the matter.

The Alphabet company had accused Ms Mitchell of downloading files from its systems and said it would review her conduct. For five weeks, Ms Mitchell, who had co-led the Ethical AI team with Ms Gebru, was locked out of all corporate systems – unable to access her email or calendar.

"After conducting a review of this manager’s conduct, we confirmed that there were multiple violations of our code of conduct, as well as of our security policies, which included the exfiltration of confidential business-sensitive documents and private data of other employees," a Google spokesman said in a statement.

Former Google AI research scientist Timnit Gebru. AFP
Former Google AI research scientist Timnit Gebru. AFP

Ms Mitchell’s dismissal came the same day that Mr Dean apologised in an email to staff for how he handled Ms Gebru’s departure and pledged that executives would be graded on diversity progress. Mr Dean also said Google would double its human resources staff dedicated to employee retention.

Alex Hanna, a researcher on Google’s Ethical AI team, wrote that there’s a double standard for conduct at the internet giant, alluding to allegations of sexual misconduct against former executives.

"Google is a breeding ground to abusers, opportunity hoarders, and people only concerned with ego and prestige," Ms Hanna wrote on Twitter. "But anyone who is willing to defend friends against discrimination, who lift up voices who need to be heard, are shown the door."

Mr Dean, in his email to staff, said Google’s behaviour toward Ms Gebru hurt some female and Black employees and led them to question whether they belonged at the company, but he didn’t apologise directly to Ms Gebru.

The company announced a new organisation for the responsible use of AI on Thursday, led by Marian Croak, a respected Black executive who had previously handled site reliability. But some members of the Ethical AI team, who will report to Croak, felt blindsided by the news.

Later, at the staff meeting, Mr Dean said wasn’t seeking to "punish anyone" by orchestrating the reorganisation of the company’s responsible AI efforts.

Ms Mitchell joined Google in November 2016 after a stint at Microsoft's research lab where she worked on the company’s Seeing AI project, a technology to help blind users "visualise" the world around them that was heavily promoted by chief executive Satya Nadella. At Google, she founded the Ethical AI team in 2017 and worked on projects including a way to explain what machine-learning models do and their limitations, and how to make machine-learning datasets more accountable and transparent.

ILT20%20UAE%20stars
%3Cp%3E%3Cstrong%3ELEADING%20RUN%20SCORERS%3C%2Fstrong%3E%3Cbr%3E1%20Nicholas%20Pooran%2C%20261%3Cbr%3E%3Cstrong%3E2%20Muhammad%20Waseem%20(UAE)%2C%20248%3C%2Fstrong%3E%3Cbr%3E3%20Chris%20Lynn%2C%20244%3Cbr%3E4%20Johnson%20Charles%2C%20232%3Cbr%3E5%20Kusal%20Perera%2C%20230%3Cbr%3E%3Cbr%3E%3Cstrong%3EBEST%20BOWLING%20AVERAGE%3C%2Fstrong%3E%3Cbr%3E(minimum%2010%20overs%20bowled)%3Cbr%3E%3Cstrong%3E1%20Zuhaib%20Zubair%20(UAE)%2C%209%20wickets%20at%2012.44%3Cbr%3E2%20Mohammed%20Rohid%20(UAE)%2C%207%20at%2013.00%3C%2Fstrong%3E%3Cbr%3E3%20Fazalhaq%20Farooqi%2C%2017%20at%2013.05%3Cbr%3E4%20Waqar%20Salamkheil%2C%2010%20at%2014.08%3Cbr%3E%3Cstrong%3E5%20Aayan%20Khan%20(UAE)%2C%204%20at%2015.50%3C%2Fstrong%3E%3Cbr%3E6%20Wanindu%20Hasaranga%2C%2012%20at%2016.25%3Cbr%3E%3Cstrong%3E7%20Mohammed%20Jawadullah%20(UAE)%2C%2010%20at%2017.00%3C%2Fstrong%3E%3C%2Fp%3E%0A
COMPANY%20PROFILE
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How to apply for a drone permit
  • Individuals must register on UAE Drone app or website using their UAE Pass
  • Add all their personal details, including name, nationality, passport number, Emiratis ID, email and phone number
  • Upload the training certificate from a centre accredited by the GCAA
  • Submit their request
What are the regulations?
  • Fly it within visual line of sight
  • Never over populated areas
  • Ensure maximum flying height of 400 feet (122 metres) above ground level is not crossed
  • Users must avoid flying over restricted areas listed on the UAE Drone app
  • Only fly the drone during the day, and never at night
  • Should have a live feed of the drone flight
  • Drones must weigh 5 kg or less
Fixtures (all times UAE)

Saturday
Brescia v Atalanta (6pm)
Genoa v Torino (9pm)
Fiorentina v Lecce (11.45pm)

Sunday
Juventus v Sassuolo (3.30pm)
Inter Milan v SPAL (6pm)
Lazio v Udinese (6pm)
Parma v AC Milan (6pm)
Napoli v Bologna (9pm)
Verona v AS Roma (11.45pm)

Monday
Cagliari v Sampdoria (11.45pm)

La Mer lowdown

La Mer beach is open from 10am until midnight, daily, and is located in Jumeirah 1, well after Kite Beach. Some restaurants, like Cupagahwa, are open from 8am for breakfast; most others start at noon. At the time of writing, we noticed that signs for Vicolo, an Italian eatery, and Kaftan, a Turkish restaurant, indicated that these two restaurants will be open soon, most likely this month. Parking is available, as well as a Dh100 all-day valet option or a Dh50 valet service if you’re just stopping by for a few hours.
 

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

Formula One top 10 drivers' standings after Japan

1. Lewis Hamilton, Mercedes 306
2. Sebastian Vettel, Ferrari 247
3. Valtteri Bottas, Mercedes 234
4. Daniel Ricciardo, Red Bull 192
5. Kimi Raikkonen, Ferrari 148
6. Max Verstappen, Red Bull 111
7. Sergio Perez, Force India 82
8. Esteban Ocon, Force India 65
9. Carlos Sainz Jr, Toro Rosso 48
10. Nico Hulkenberg, Renault 34

Scotland's team:

15-Sean Maitland, 14-Darcy Graham, 13-Nick Grigg, 12-Sam Johnson, 11-Byron McGuigan, 10-Finn Russell, 9-Ali Price, 8-Magnus Bradbury, 7-Hamish Watson, 6-Sam Skinner, 5-Grant Gilchrist, 4-Ben Toolis, 3-Willem Nel, 2-Stuart McInally (captain), 1-Allan Dell

Replacements: 16-Fraser Brown, 17-Gordon Reid, 18-Simon Berghan, 19-Jonny Gray, 20-Josh Strauss, 21-Greig Laidlaw, 22-Adam Hastings, 23-Chris Harris

MATCH INFO

West Ham United 2 (Antonio 73', Ogbonna 90 5')

Tottenham Hotspur 3 (Son 36', Moura 42', Kane 49')

Leap of Faith

Michael J Mazarr

Public Affairs

Dh67
 

BUNDESLIGA FIXTURES

Friday (UAE kick-off times)

Borussia Dortmund v Paderborn (11.30pm)

Saturday 

Bayer Leverkusen v SC Freiburg (6.30pm)

Werder Bremen v Schalke (6.30pm)

Union Berlin v Borussia Monchengladbach (6.30pm)

Eintracht Frankfurt v Wolfsburg (6.30pm)

Fortuna Dusseldof v  Bayern Munich (6.30pm)

RB Leipzig v Cologne (9.30pm)

Sunday

Augsburg v Hertha Berlin (6.30pm)

Hoffenheim v Mainz (9pm)

 

 

 

 

 

WOMAN AND CHILD

Director: Saeed Roustaee

Starring: Parinaz Izadyar, Payman Maadi

Rating: 4/5

The National Archives, Abu Dhabi

Founded over 50 years ago, the National Archives collects valuable historical material relating to the UAE, and is the oldest and richest archive relating to the Arabian Gulf.

Much of the material can be viewed on line at the Arabian Gulf Digital Archive - https://www.agda.ae/en