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Algorithms are moulding and shaping our politics. Here’s how to avoid being gamed

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In 2016, evidence began to mount that then-South African president Jacob Zuma and a family of Indian-born businessmen, the Guptas, were responsible for widespread “state capture”. It was alleged that the Gupta family influenced Zuma’s political appointments and benefited unfairly from lucrative tenders.

The Guptas began to look for a way to divert attention away from them. They enlisted the help of British public relations firm Bell Pottinger, which drew on the country’s existing racial and economic tensions to develop a social media campaign centred on the role of “white monopoly capital” in continuing “economic apartheid”.

The campaign was driven by the power of algorithms. The company created over 100 fake Twitter bots or automated Twitter accounts that run on bot software – computer programs designed to perform tasks and actions, ranging from rather simple ones to quite complex ones; in this case, to simulate human responses for liking and retweeting tweets.

This weaponisation of communications is not limited to South Africa. Examples from elsewhere in Africa abound, including Russia currying favour in Burkina Faso via Facebook and coordinated Twitter campaigns by factions representing opposing Kenyan politicians. It’s seen beyond the continent, too – in March 2023, researchers identified a network of thousands of fake Twitter accounts created to support former US president Donald Trump.

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Legal scholar Antoinette Rouvroy calls this “algorithmic governmentality”. It’s the reduction of government to algorithmic processes as if society is a problem of big data sets rather than one of how collective life is (or should be) arranged and managed by the individuals in that society.

In a recent paper, I coined the term “algopopulism”: algorithmically aided politics. The political content in our personal feeds not only represents the world and politics to us. It creates new, sometimes “alternative”, realities. It changes how we encounter and understand politics and even how we understand reality itself.

One reason algopopulism spreads so effectively is that it’s very difficult to know exactly how our perceptions are being shaped. This is deliberate. Algorithms are designed in a sophisticated way to override human reasoning.

So, what can you do to protect yourself from being “gamed” by algorithmic processes? The answers, I suggest, lie in understanding a bit more about the digital shift that’s brought us to this point and the ideas of a British statistician, Thomas Bayes, who lived more than 300 years ago.

How the shift happened

Five recent developments in the technology space have led to algorithmic governmentality: considerable improvements in hardware; generous, flexible storage via the cloud; the explosion of data and data accumulation; the development of deep convoluted networks and sophisticated algorithms to sort through the extracted data; and the development of fast, cheap networks to transfer data.

Together, these developments have transformed data science into something more than a mere technological tool. It has become a method for using data not only to predict how you engage with digital media, but to preempt your actions and thoughts.

This is not to say that all digital technology is harmful. Rather, I want to point out one of its greatest risks: we are all susceptible to having our thoughts shaped by algorithms, sometimes in ways that can have real-world effects, such as when they affect democratic elections.

Bayesian statistics

That’s where Thomas Bayes comes in. Bayes was an English statistician; Bayesian statistics, the dominant paradigm in machine learning, is named after him.

Before Bayes, computational processes relied on frequentist statistics. Most people have encountered this method in one way or another, as in the case of how probable it is that a coin will land heads-up and tails-down. This approach starts from the assumption that the coin is fair and hasn’t been tampered with. This is called a null hypothesis.

Bayesian statistics does not require a null hypothesis; it changes the kinds of questions asked about probability entirely. Instead of assuming a coin is fair and measuring the probability of heads or tails, it asks us instead to consider whether the system for measuring probability is fair. Instead of assuming the truth of a null hypothesis, Bayesian inference starts with a measure of subjective belief which it updates as more evidence – or data – is gathered in real time.

How does this play out via algorithms? Let’s say you heard a rumour that the world is flat and you do a Google search for articles that affirm this view. Based on this search, the measure of subjective belief the algorithms have to work with is “the world is flat”. Gradually, the algorithms will curate your feed to show you articles that confirm this belief unless you have purposefully searched for opposing views too.

That’s because Bayesian approaches use prior distributions, knowledge or beliefs as a starting point of probability. Unless you change your prior distributions, the algorithm will continue providing evidence to confirm your initial measure of subjective belief.

But how can you know to change your priors if your priors are being confirmed by your search results all the time? This is the dilemma of algopopulism: Bayesian probability allows algorithms to create sophisticated filter bubbles that are difficult to discount because all your search results are based on your previous searches.

So, there is no longer a uniform version of reality presented to a specific population, like there was when TV news was broadcast to everyone in a nation at the same time. Instead, we each have a version of reality. Some of this overlaps with what others see and hear and some doesn’t.

Engaging differently online

Understanding this can change how you search online and engage with knowledge.

To avoid filter bubbles, always search for opposing views. If you haven’t done this from the start, do a search on a private browser and compare the results you get. More importantly, check your personal investment. What do you get out of taking a specific stance on a subject? For example, does it make you feel part of something meaningful because you lack real-life social bonds? Finally, endeavour to choose reliable sources. Be aware of a source’s bias from the start and avoid anonymously published content.

In these ways we can all be custodians of our individual and collective behaviour.

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Iran news: Canada, G7 urge de-escalation after Israel strike – CTV News

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Canada called for “all parties” to de-escalate rising tensions in the Mideast following an apparent Israeli drone attack against Iran overnight.

G7 foreign ministers, including Canada’s, and the High Representative for the European Union released a public statement Friday morning. The statement condemned Iran’s “direct and unprecedented attack” on April 13, which saw Western allies intercept more than 100 bomb-carrying drones headed towards Israel, the G7 countries said.

Prior to the Iranian attack, a previous airstrike, widely blamed on Israel, destroyed Iran’s consulate in Syria, killing 12 people including two elite Iranian generals.

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“I join my G7 colleagues in urging all parties to work to prevent further escalation,” wrote Foreign Affairs Minister Melanie Joly in a post on X Friday.

More details to come.

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Politics Briefing: Labour leader targets Poilievre, calls him 'anti-worker politician' – The Globe and Mail

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Hello,

Pierre Poilievre is a fraud when it comes to empowering workers, says the president of Canada’s largest labour organization.

Bea Bruske, president of the Canadian Labour Congress, targeted the federal Conservative Leader in a speech in Ottawa today as members of the labour movement met to develop a strategic approach to the next federal election, scheduled for October, 2025.

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“Whatever he claims today, Mr. Poilievre has a consistent 20-year record as an anti-worker politician,” said Bruske, whose congress represents more than three million workers.

She rhetorically asked whether the former federal cabinet minister has ever walked a picket line, or supported laws to strengthen workers’ voices.

“Mr. Poilievre sure is fighting hard to get himself power, but he’s never fought for worker power,” she said.

“We must do everything in our power to expose Pierre Poilievre as the fraud that he is.”

The Conservative Leader, whose party is running ahead of its rivals in public-opinion polls, has declared himself a champion of “the common people,” and been courting the working class as he works to build support.

Mr. Poilievre’s office today pushed back on the arguments against him.

Sebastian Skamski, media-operations director, said Mr. Poilievre, unlike other federal leaders, is connecting with workers.

In a statement, Skamski said NDP Leader Jagmeet Singh has sold out working Canadians by co-operating with the federal Liberal government, whose policies have created challenges for Canadian workers with punishing taxes and inflation.

“Pierre Poilievre is the one listening and speaking to workers on shop floors and in union halls from coast to coast to coast,” said Mr. Skamski.

Prime Minister Justin Trudeau and Mr. Singh are scheduled to speak to the gathering today. Mr. Poilievre was not invited to speak.

Asked during a post-speech news conference about the Conservative Leader’s absence, Bruske said the gathering is focused on worker issues, and Poilievre’s record as an MP and in government shows he has voted against rights, benefits and wage increases for workers.

“We want to make inroads with politicians that will consistently stand up for workers, and consistently engage with us,” she said.

This is the daily Politics Briefing newsletter, written by Ian Bailey. It is available exclusively to our digital subscribers. If you’re reading this on the web, subscribers can sign up for the Politics newsletter and more than 20 others on our newsletter signup page. Have any feedback? Let us know what you think.

TODAY’S HEADLINES

Pierre Poilievre’s top adviser not yet contacted in Lobbying Commissioner probe: The federal Lobbying Commissioner has yet to be in touch with Jenni Byrne as the watchdog probes allegations of inappropriate lobbying by staff working both in Byrne’s firm and a second one operating out of her office.

Métis groups will trudge on toward self-government as bill faces another setback: Métis organizations in Ontario and Alberta say they’ll stay on the path toward self-government, despite the uncertain future of a contentious bill meant to do just that.

Liberals buck global trend in ‘doubling down’ on foreign aid, as sector urges G7 push: The federal government pledged in its budget this week to increase humanitarian aid by $150-million in the current fiscal year and $200-million the following year.

Former B.C. finance minister running for the federal Conservatives: Mike de Jong says he will look to represent the Conservatives in Abbotsford-South Langley, which is being created out of part of the Abbotsford riding now held by departing Tory MP Ed Fast.

Ottawa’s new EV tax credit raises hope of big new Honda investment: The proposed measure would provide companies with a 10-per-cent rebate on the costs of constructing new buildings to be used in the electric-vehicle supply chain. Story here.

Sophie Grégoire Trudeau embraces uncertainty in new memoir, Closer Together: “I’m a continuous, curious, emotional adventurer and explorer of life and relationships,” Grégoire Trudeau told The Globe and Mail during a recent interview. “I’ve always been curious and interested and fascinated by human contact.”

TODAY’S POLITICAL QUOTES

“Sometimes you’re in a situation. You just can’t win. You say one thing. You get one community upset. You say another. You get another community upset.” – Ontario Premier Doug Ford, at a news conference in Oakville today, commenting on the Ontario legislature Speaker banning the wearing in the House of the traditional keffiyeh scarf. Ford opposes the ban, but it was upheld after the news conference in the provincial legislature.

“No, I plan to be a candidate in the next election under Prime Minister Trudeau’s leadership. I’m very happy. I’m excited about that. I’m focused on the responsibilities he gave me. It’s a big job. I’m enjoying it and I’m optimistic that our team and the Prime Minister will make the case to Canadians as to why we should be re-elected.” – Public Safety Minister Dominic LeBlanc, before Question Period today, on whether he is interested in the federal Liberal leadership, and succeeding Justin Trudeau as prime minister.

THIS AND THAT

Today in the Commons: Projected Order of Business at the House of Commons, April. 18, accessible here.

Deputy Prime Minister’s Day: Private meetings in Burlington, Ont., then Chrystia Freeland toured a manufacturing facility, discussed the federal budget and took media questions. Freeland then travelled to Washington, D.C., for spring meetings of the International Monetary Fund and the World Bank Group. Freeland also attended a meeting of the Five Eyes Finance Ministers hosted by U.S. Treasury Secretary Janet Yellen, and held a Canada-Ukraine working dinner on mobilizing Russian assets in support of Ukraine.

Ministers on the Road: Foreign Affairs Minister Mélanie Joly is on the Italian island of Capri for the G7 foreign ministers’ meeting. Heritage Minister Pascale St-Onge, in the Quebec town of Farnham, made an economic announcement, then held a brief discussion with agricultural workers and took media questions. Privy Council President Harjit Sajjan made a federal budget announcement in the Ontario city of Welland. Families Minister Jenna Sudds made an economic announcement in the Ontario city of Belleville.

Commons Committee Highlights: Treasury Board President Anita Anand appeared before the public-accounts committee on the auditor-general’s report on the ArriveCan app, and Karen Hogan, Auditor-General of Canada, later appeared on government spending. Crown-Indigenous Relations Minister Gary Anandasangaree appears before the status-of-women committee on the Red Dress Alert. Competition Bureau Commissioner Matthew Boswell and Yves Giroux, the Parliamentary Budget Officer, appeared before the finance committee on Bill C-59. Former Prince Edward Island premier Robert Ghiz, now the president and chief executive officer of the Canadian Telecommunications Association, is among the witnesses appearing before the human-resources committee on Bill C-58, An act to amend the Canada Labour Code. Caroline Maynard, Canada’s Information Commissioner, appears before the access-to-information committee on government spending. Michel Patenaude, chief inspector at the Sûreté du Québec, appeared before the public-safety committee on car thefts in Canada.

In Ottawa: Governor-General Mary Simon presented the Governor-General’s Literary Awards during a ceremony at Rideau Hall, and, in the evening, was scheduled to speak at the 2024 Indspire Awards to honour Indigenous professionals and youth.

PRIME MINISTER’S DAY

Justin Trudeau met with Ottawa Mayor Mark Sutcliffe at city hall. Sutcliffe later said it was the first time a sitting prime minister has visited city hall for a meeting with the mayor. Later, Trudeau delivered remarks to a Canada council meeting of the Canadian Labour Congress.

LEADERS

Bloc Québécois Leader Yves-François Blanchet held a media scrum at the House of Commons ahead of Question Period.

Conservative Leader Pierre Poilievre attends a party fundraising event at a private residence in Mississauga.

Green Party Leader Elizabeth May attended the House of Commons.

NDP Leader Jagmeet Singh, in Ottawa, met with Saskatchewan’s NDP Leader, Carla Beck, and, later, Ken Price, the chief of the K’ómoks First Nation,. In the afternoon, he delivered a speech to a Canadian Labour Congress Canadian council meeting.

THE DECIBEL

On today’s edition of The Globe and Mail podcast, Sanjay Ruparelia, an associate professor at Toronto Metropolitan University and Jarislowsky Democracy Chair, explains why India’s elections matter for democracy – and the balance of power for the rest of the world. The Decibel is here.

PUBLIC OPINION

Declining trust in federal and provincial governments: A new survey finds a growing proportion of Canadians do not trust the federal or provincial governments to make decisions on health care, climate change, the economy and immigration.

OPINION

On Haida Gwaii, an island of change for Indigenous land talks

“For more than a century, the Haida Nation has disputed the Crown’s dominion over the land, air and waters of Haida Gwaii, a lush archipelago roughly 150 kilometres off the coast of British Columbia. More than 20 years ago, the First Nation went to the Supreme Court of Canada with a lawsuit that says the islands belong to the Haida, part of a wider legal and political effort to resolve scores of land claims in the province. That case has been grinding toward a conclusion that the B.C. government was increasingly convinced would end in a Haida victory.” – The Globe and Mail Editorial Board.

The RCMP raid the home of ArriveCan contractor as Parliament scolds

“The last time someone was called before the bar of the House of Commons to answer MPs’ inquiries, it was to demand that a man named R.C. Miller explain how his company got government contracts to supply lights, burners and bristle brushes for lighthouses. That was 1913. On Wednesday, Kristian Firth, the managing partner of GCStrategies, one of the key contractors on the federal government’s ArriveCan app, was called to answer MPs’ queries. Inside the Commons, it felt like something from another century.” – Campbell Clark

First Nations peoples have lost confidence in Thunder Bay’s police force

“Thunder Bay has become ground zero for human-rights violations against Indigenous Peoples in Canada. Too many sudden and suspicious deaths of Indigenous Peoples have not been investigated properly. There have been too many reports on what is wrong with policing in the city – including ones by former chair of the Truth and Reconciliation Commission Murray Sinclair and former Toronto Police board chair Alok Mukherjee, and another one called “Broken Trust,” in which the Office of the Independent Police Review Director said the Thunder Bay Police Service (TBPS) was guilty of “systemic racism” in 2018. – Tanya Talaga.

The failure of Canada’s health care system is a disgrace – and a deadly one

“What can be said about Canada’s health care system that hasn’t been said countless times over, as we watch more and more people suffer and die as they wait for baseline standards of care? Despite our delusions, we don’t have “world-class” health care, as our Prime Minister has said; we don’t even have universal health care. What we have is health care if you’re lucky, or well connected, or if you happen to have a heart attack on a day when your closest ER is merely overcapacity as usual, and not stuffed to the point of incapacitation.” – Robyn Urback.

Got a news tip that you’d like us to look into? E-mail us at tips@globeandmail.com. Need to share documents securely? Reach out via SecureDrop.

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GOP strategist reacts to Trump’s ‘unconventional’ request – CNN

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GOP strategist reacts to Trump’s ‘unconventional’ request

Donald Trump’s campaign is asking Republican candidates and committees using the former president’s name and likeness to fundraise to give at least 5% of what they raise to the campaign, according to a letter obtained by CNN. CNN’s Steve Contorno and Republican strategist Rina Shah weigh in.


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– Source:
CNN

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