From Boris Johnson to Meghan Markle – the algorithm that rates trustworthiness


Paul Peachey
  • English
  • Arabic

A ready smile, well-applied eye make-up and a dash of youthful vigour are useful components for a successful run for elected office, according to studies into the nature of trust – the most elusive of modern political traits.

Researchers from Paris universities used an algorithm built upon known facial traits that prompt feelings of trust – such as a smiling mouth or wider eyes – and tested it for accuracy on databases of human faces separately assessed by human volunteers.

They used the algorithm to assess thousands of portraits from the 14th century onwards to conclude that people found prominent figures more trustworthy as centuries passed and societies became more prosperous.

The smile was a key element to winning trust with the depiction of stern, patrician leaders changing with a “smile revolution” in portrait styles in 18th century France, according to the study published on Tuesday.

“If you’re smiling, you have a higher chance of being trusted,” said Lou Safra, one of the researchers.

Which of today’s famous faces does the algorithm trust?

The National asked the academics to use their algorithm to assess the perception of trust in a modern-day group of leaders and influential figures.

The researchers first ran an experiment on photographs of a smiling US Democratic presidential candidate Joe Biden and an unsmiling shot of the incumbent, Donald Trump. The algorithm gave Mr Biden a trustworthy rating while ranking Mr Trump as untrustworthy.

The National sent in a series of photographs which were transplanted on to avatars to evaluate the subjects' level of trustworthiness. The team was then able to rate the following 10 leading figures:

The programme came up with the two most and the two least trustworthy. The results are at the bottom of the article but here you can guess the most trustworthy pair.

The research team said the results would be altered if different pictures were used, and also that women and younger people are more likely to be rated as trustworthy.

Ms Safra said cosmetics that make the eyes appear bigger, and judiciously applied lipstick, could alter one’s appearance sufficiently to make a person appear more trustworthy.

Donald Trump and Joe Biden are likely to pursue widely different economic policies in power, and this will have an impact on share prices. AP
Donald Trump and Joe Biden are likely to pursue widely different economic policies in power, and this will have an impact on share prices. AP

Researchers said the latest study tracked changes in the style of prominent people, who in past centuries wanted to be perceived as unsmilingly steadfast and harsh, to the modern political era, in which many leaders seek public approval at the ballot box.

“If people smile it’s because they want to inspire trust, display co-operative features and show themselves as good co-operators,” Ms Safra said.

The results...

Most trustworthy: Meghan Markle and Emmanuel Macron

Least trustworthy: Pablo Escobar and Vladimir Putin

hall of shame

SUNDERLAND 2002-03

No one has ended a Premier League season quite like Sunderland. They lost each of their final 15 games, taking no points after January. They ended up with 19 in total, sacking managers Peter Reid and Howard Wilkinson and losing 3-1 to Charlton when they scored three own goals in eight minutes.

SUNDERLAND 2005-06

Until Derby came along, Sunderland’s total of 15 points was the Premier League’s record low. They made it until May and their final home game before winning at the Stadium of Light while they lost a joint record 29 of their 38 league games.

HUDDERSFIELD 2018-19

Joined Derby as the only team to be relegated in March. No striker scored until January, while only two players got more assists than goalkeeper Jonas Lossl. The mid-season appointment Jan Siewert was to end his time as Huddersfield manager with a 5.3 per cent win rate.

ASTON VILLA 2015-16

Perhaps the most inexplicably bad season, considering they signed Idrissa Gueye and Adama Traore and still only got 17 points. Villa won their first league game, but none of the next 19. They ended an abominable campaign by taking one point from the last 39 available.

FULHAM 2018-19

Terrible in different ways. Fulham’s total of 26 points is not among the lowest ever but they contrived to get relegated after spending over £100 million (Dh457m) in the transfer market. Much of it went on defenders but they only kept two clean sheets in their first 33 games.

LA LIGA: Sporting Gijon, 13 points in 1997-98.

BUNDESLIGA: Tasmania Berlin, 10 points in 1965-66

A little about CVRL

Founded in 1985 by Sheikh Mohammed bin Rashid, Vice President and Ruler of Dubai, the Central Veterinary Research Laboratory (CVRL) is a government diagnostic centre that provides testing and research facilities to the UAE and neighbouring countries.

One of its main goals is to provide permanent treatment solutions for veterinary related diseases. 

The taxidermy centre was established 12 years ago and is headed by Dr Ulrich Wernery. 

Volvo ES90 Specs

Engine: Electric single motor (96kW), twin motor (106kW) and twin motor performance (106kW)

Power: 333hp, 449hp, 680hp

Torque: 480Nm, 670Nm, 870Nm

On sale: Later in 2025 or early 2026, depending on region

Price: Exact regional pricing TBA

Our legal consultant

Name: Dr Hassan Mohsen Elhais

Position: legal consultant with Al Rowaad Advocates and Legal Consultants.

No.6 Collaborations Project

Ed Sheeran (Atlantic)

War 2

Director: Ayan Mukerji

Stars: Hrithik Roshan, NTR, Kiara Advani, Ashutosh Rana

Rating: 2/5

Specs

Engine: Duel electric motors
Power: 659hp
Torque: 1075Nm
On sale: Available for pre-order now
Price: On request

The specs

AT4 Ultimate, as tested

Engine: 6.2-litre V8

Power: 420hp

Torque: 623Nm

Transmission: 10-speed automatic

Price: From Dh330,800 (Elevation: Dh236,400; AT4: Dh286,800; Denali: Dh345,800)

On sale: Now

COMPANY%20PROFILE
%3Cp%3E%3Cstrong%3ECompany%20name%3A%3C%2Fstrong%3E%20Revibe%20%0D%3Cbr%3E%3Cstrong%3EStarted%3A%3C%2Fstrong%3E%202022%0D%3Cbr%3E%3Cstrong%3EFounders%3A%3C%2Fstrong%3E%20Hamza%20Iraqui%20and%20Abdessamad%20Ben%20Zakour%20%0D%3Cbr%3E%3Cstrong%3EBased%3A%3C%2Fstrong%3E%20UAE%20%0D%3Cbr%3E%3Cstrong%3EIndustry%3A%3C%2Fstrong%3E%20Refurbished%20electronics%20%0D%3Cbr%3E%3Cstrong%3EFunds%20raised%20so%20far%3A%3C%2Fstrong%3E%20%2410m%20%0D%3Cbr%3E%3Cstrong%3EInvestors%3A%20%3C%2Fstrong%3EFlat6Labs%2C%20Resonance%20and%20various%20others%0D%3C%2Fp%3E%0A
How England have scored their set-piece goals in Russia

Three Penalties

v Panama, Group Stage (Harry Kane)

v Panama, Group Stage (Kane)

v Colombia, Last 16 (Kane)

Four Corners

v Tunisia, Group Stage (Kane, via John Stones header, from Ashley Young corner)

v Tunisia, Group Stage (Kane, via Harry Maguire header, from Kieran Trippier corner)

v Panama, Group Stage (Stones, header, from Trippier corner)

v Sweden, Quarter-Final (Maguire, header, from Young corner)

One Free-Kick

v Panama, Group Stage (Stones, via Jordan Henderson, Kane header, and Raheem Sterling, from Tripper free-kick)

The specs: 2018 Mercedes-Benz S 450

Price, base / as tested Dh525,000 / Dh559,000

Engine: 3.0L V6 biturbo

Transmission: Nine-speed automatic

Power: 369hp at 5,500rpm

Torque: 500Nm at 1,800rpm

Fuel economy, combined: 8.0L / 100km

South Africa squad

Faf du Plessis (captain), Hashim Amla, Temba Bavuma, Quinton de Kock (wicketkeeper), Theunis de Bruyn, AB de Villiers, Dean Elgar, Heinrich Klaasen (wicketkeeper), Keshav Maharaj, Aiden Markram, Morne Morkel, Wiaan Mulder, Lungi Ngidi, Vernon Philander and Kagiso Rabada.

Fixtures and results:

Wed, Aug 29:

  • Malaysia bt Hong Kong by 3 wickets
  • Oman bt Nepal by 7 wickets
  • UAE bt Singapore by 215 runs

Thu, Aug 30: UAE v Nepal; Hong Kong v Singapore; Malaysia v Oman

Sat, Sep 1: UAE v Hong Kong; Oman v Singapore; Malaysia v Nepal

Sun, Sep 2: Hong Kong v Oman; Malaysia v UAE; Nepal v Singapore

Tue, Sep 4: Malaysia v Singapore; UAE v Oman; Nepal v Hong Kong

Thu, Sep 6: Final