
How AI, robotics and late artist Morrisseau are helping fight art fraud
The pair asked who created it.
The answer? 'Norval Morrisseau.' The trouble? The artist had never seen the work, let alone painted it.
'We had a little chuckle and we left,' Dingle recalled. 'Then, I said, 'What do you want to do about this?' He said, 'You know, you can't police the world.''
Morrisseau, who died in 2007, was a self-taught, trailblazing artist known for his pictographic style and membership in the Indian Group of Seven. He was the first Indigenous artist to have his work shown in a contemporary gallery in Canada and now his paintings sell for millions.
But the incident Dingle remembers proved to be an omen.
At least 6,000 fake paintings have since been uncovered, costing Morrisseau's estate $100 million in losses. The phenomenon amounts to what police have called the biggest art fraud in world history.
Finding fakes is time consuming work. It requires co-operation from galleries and private collectors, a trained, critical eye cast on anything purporting to be made by the late artist and the patience to keep pursuing justice through the court system.
But now a new tool has emerged to help the battle: artificial intelligence.
Bogged down by the enormity of the task at hand, Morrisseau's estate, which is run by Dingle, partnered with two art-loving professors to build software nicknamed 'Norval AI' about three years ago. It can analyze art pieces and determine the probability that they're a genuine Morrisseau.
'Because the fakes were so terrible … we got to a point with our AI that it was so good at picking them out,' Dingle said. 'There was no problem.'
Yet the estate knew fakes were still out there. They were just getting harder to detect because court hearings were revealing the tell-tale signs of a fake Morrisseau — thinner paint lines, for example — which allowed fraudsters to make their works even more convincing.
Enter Chloë Ryan.
The then-engineering student loved making large-scale abstract paintings.
Even though such works could sell for a decent amount, they often take weeks or months to create, narrowing the odds that she could make artistry a viable career.
She could make prints of her pieces, but they just weren't the same because they lacked the texture of a real painting.
The conundrum became a source of inspiration for Ryan, leading her to start tinkering with robots and paint on her Montreal balcony.
She eventually developed Acrylic Robotics, a company that uses technology to paint pieces at the behest of an artist.
The process starts with an artist painting with a stylus on a drawing table, which acts like a massive tablet.
Amazon Web Services software analyzes and logs every movement, detecting millions of details in the piece, including the strokes, brush pressure, pigment and speed.
'We like to think of AI as a powerful magnifying glass,' said Patricia Nielsen, AWS Canada's head of digital transformation and AI.
'It can detect those patterns and the anomalies that might be invisible to the human eye … so art experts, historians, can dig in further.'
With that data, Acrylic's robotic arm can then paint a replica so precise, Ryan says it's indistinguishable from an original — exactly what Dingle needed to put Norval AI to the test.
A mutual connection put him in touch with Ryan last August. Shortly after, they got to work.
Because Morrisseau isn't alive to paint images on Ryan's tablet, Acrylic's robot (Dingle affectionately calls it Dodo) had a more complicated feat to accomplish.
Dingle would send Ryan a hi-resolution image of one of Morrisseau's works. Acrylic Robotics would then have an artist learn about eccentricities of his style and paint the piece before Acrylic's robot would give it a try.
Everything the robot painted was analyzed by the estate and Norval AI. The two sides have been going back and forth for about a year, picking out errors in the robot's execution and poring over new works.
Early editions had several spots where both the estate and Norval AI could tell the robot had stopped a long stroke to pick up more paint — something uncharacteristic of Morrisseau.
'If you look at one of our works randomly on the street, you wouldn't be able to say that's made by a robot, but we can't yet do all art under the sun because there's a lot of techniques that we haven't yet built in,' Ryan said.
'We can't use every tool in an artist's arsenal yet. If an artist is out here finger painting, obviously we can't do stuff like that.'
Newer editions of the Morrisseaus are about 69 per cent accurate and expected to improve even more.
But Dingle admits, 'I have kind of been holding back on getting to 100 per cent.'
He's scared of developing anything too perfect before he and Acrylic Robotics have found a foolproof method for ensuring a Morrisseau recreation can't be passed off as the real thing.
It's a concern Ryan shares.
'The worst thing that could happen is that we release this without consultation with groups that have been harmed by art forgery and this technology is used against artists,' she said.
They're currently exploring markings or other features that can be embedded in pieces to denote they're not originals.
Weekly
A weekly look at what's happening in Winnipeg's arts and entertainment scene.
Once they settle on an ideal method, they'll have an avenue to disseminate recreations of Morrisseau's work — responsibly.
While some might think that's the last thing an estate plagued by forgeries would want to do, Dingle sees it as a way to bring Morrisseau's work to the people who would value it most.
'There's two schools named after Norval. There are healing institutions. There are academic institutions. There are remote Indigenous communities,' said Dingle, sitting in front of a rarely-shown Morrisseau.
'They could never afford to buy this painting, to hang it in their halls, to have the healing and the lessons of it, so we need to be able to produce high level reproductions that bring the life of that painting to these places.'
This report by The Canadian Press was first published July 20, 2025.
Hashtags

Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles


Globe and Mail
2 days ago
- Globe and Mail
Amazon's Dim Q3 Operating Income Outlook: Should You Hold the Stock?
Amazon AMZN delivered strong second-quarter results with revenues of $167.7 billion, surpassing the Zacks Consensus Estimate by 3.32%, while earnings per share of $1.68 significantly beat the consensus mark by 26.32%. Despite this strength, investors reacted negatively as the stock tumbled more than 7% in after-hours trading, reflecting concerns about forward guidance and operational efficiency. The disappointment centered on Amazon's third-quarter operating income guidance of $15.5 billion to $20.5 billion compared with $17.4 billion in the third quarter of 2024. This wide guidance range signals uncertainty in management's outlook and raises questions about profit margin sustainability amid intensifying competition and substantial artificial intelligence investments. The Zacks Consensus Estimate for 2025 net sales is pegged at $706.45 billion, indicating growth of 10.74% from the prior-year reported figure. The Zacks Consensus Estimate for 2025 earnings is pegged at $6.7 per share, which indicates a jump of 21.16% from the year-ago period. AWS Growth Deceleration Raises Strategic Questions Amazon Web Services ('AWS') experienced challenges in the quarter, with operating margins declining from 39.5% in the first quarter to 32.9% in the recent results. Management attributed roughly half this sequential drop to seasonal stock-based compensation, while the remainder stemmed from rising depreciation tied to AI infrastructure investments and foreign exchange headwinds. AWS grew 17% year over year to $30.9 billion, beating the consensus mark by 0.71% but representing deceleration from previous quarters. This growth rate also trails Microsoft MSFT Azure's 39% and Alphabet GOOGL -owned Google Cloud's 32% expansion in the same period. The AWS backlog was pinned at $195 billion, up 25% year over year, signaling healthy forward demand, though constrained supply — especially power — continues to limit revenue realization. Demand continues to outstrip capacity, and resolution may take several quarters. This supply-demand imbalance highlights both AWS' market strength and its current infrastructure bottlenecks, particularly as hyperscaler competitors intensify their artificial intelligence offerings. The retail segments delivered solid performance, with online store sales reaching $61.5 billion, up 11% year over year. Seller services revenues increased 11% to $40.3 billion, while advertising revenues climbed 23% to $15.6 billion. These figures demonstrate Amazon's continued e-commerce dominance and expanding advertising ecosystem monetization potential. Investment Thesis and Risk Assessment Amazon announced its expectation to increase capital expenditures to more than $100 billion in 2025, up from $83 billion in 2024, with the majority allocated toward building AI capacity for AWS. This massive investment commitment underscores management's confidence in artificial intelligence's long-term potential but also pressures near-term profitability metrics that investors closely monitor. The company faces macroeconomic headwinds that could impact consumer spending patterns. For the second consecutive quarter, Amazon included recessionary fears, along with tariff and trade policies, as factors potentially affecting its guidance. While tariffs have not yet impacted demand or pricing, ongoing uncertainty creates complexity for forward planning and margin management. Current valuation metrics suggest that the stock trades at premium levels relative to historical norms, making it vulnerable to disappointments in growth or profitability. Amazon's forward 12-month price-to-sales ratio of 3.18X is significantly above the Zacks Internet - Commerce industry average of 2.17X. The market's negative reaction to third-quarter guidance demonstrates investor sensitivity to operational deceleration, particularly given substantial resources being deployed in AI infrastructure. AMZN's P/S F12M Ratio Depicts Premium Valuation Cloud Market Dynamics and Competitive Pressure Recent data from Synergy shows that AWS remains the dominant cloud leader in the world, capturing 30% share of the global market in the second quarter of 2025 despite 2-point decline year over year. Microsoft achieved a 20% share of the global cloud market as the software giant's share dropped 3 points year over year. Google Cloud continued to grow at 13%, while Oracle ORCL captured 3% market share. The cloud computing market continues experiencing robust growth, with global infrastructure spending driven by AI adoption programs. While AWS leads in market share, both Microsoft and Google are pushing aggressively into AI and machine learning services. This intensifying competition could pressure AWS' historically strong margins and require additional investment to maintain technological leadership. Shares of AMZN have declined 4.6% over the past six months, underperforming the broader Zacks Retail-Wholesale sector and the S&P 500. Microsoft, Google and Oracle have returned 26.7%, 7.7% and 39%, respectively. AMZN Underperforms Sector, Peers In 6-Months Conclusion Amazon's premium valuation reflects expectations for sustained growth and margin expansion, but recent results suggest achieving these goals may prove challenging amid competitive dynamics. Supply constraints, particularly compute capacity, continue to limit revenue realization while competitors gain ground in artificial intelligence segments. These factors suggest investors should maintain positions while waiting for attractive entry points, particularly if the stock experiences weakness due to margin pressure or competitive positioning challenges. AMZN currently carries a Zacks Rank #3 (Hold). You can see the complete list of today's Zacks #1 Rank (Strong Buy) stocks here. See our %%CTA_TEXT%% report – free today! 7 Best Stocks for the Next 30 Days Want the latest recommendations from Zacks Investment Research? Today, you can download 7 Best Stocks for the Next 30 Days. Click to get this free report Inc. (AMZN): Free Stock Analysis Report Microsoft Corporation (MSFT): Free Stock Analysis Report Oracle Corporation (ORCL): Free Stock Analysis Report Alphabet Inc. (GOOGL): Free Stock Analysis Report


Globe and Mail
3 days ago
- Globe and Mail
2 Breakout Growth Stocks You Can Buy and Hold for the Next Decade
Key Points Amazon has been actively building its business to be more than just e-commerce and cloud services. Amazon Web Services revenue has grown at a slower pace than rivals Azure and Google Cloud. CrowdStrike estimates its total addressable market for AI-native security solutions to grow from $116 billion this year to $250 billion by 2029. These 10 stocks could mint the next wave of millionaires › Growth stocks can be great investments, but I worry that recent examples of a handful of stocks experiencing rapid growth in a relatively short period have made investors less impatient than they should be. Regardless of stock type, the key to building wealth is patience and a long-term mindset. As Warren Buffett once said: "If you aren't willing to own a stock for 10 years, don't even think about owning it for 10 minutes." It's often easier said than done with the stock market's volatility, but it should be on your mind anytime you're buying stocks. Where to invest $1,000 right now? Our analyst team just revealed what they believe are the 10 best stocks to buy right now. Continue » If you're looking for growth stocks that are poised to be great investments over the next decade, look no further than the following two. 1. Amazon Amazon (NASDAQ: AMZN) is a company that doesn't need much of an introduction. The online bookstore-turned-Swiss Army knife of businesses has long been one of the top growth stocks in the stock market -- and it still has room to go. Amazon's e-commerce continues to be a cash cow, with its North America and international segments (which also include advertising, subscriptions, and third-party sellers) bringing in $100.1 billion (up 11% year over year) and $36.8 billion (up 16% year over year) in the second quarter, respectively. E-commerce will continue to be Amazon's foundation, but the microscope has been and will continue to be on its cloud business, Amazon Web Services (AWS). Let's start with the positives of AWS. Although it was only 18% of Amazon's Q2 revenue, it continues to be the bulk of its profits (53% of its operating income). AMZN Revenue (Quarterly) data by YCharts. The could-be-better news is that AWS is beginning to grow at a slower pace than smaller rivals like Microsoft's Azure and Alphabet's Google Cloud. AWS revenue grew 17.5% year over year to $30.9 billion, while Azure and Google Cloud increased revenue by 34% and 32% in their latest quarters, respectively. AWS' modest growth seemed to disappoint investors, causing the stock to drop by over 8% in a single day. However, this dramatic reaction seems overdone, in my opinion. Although AWS is still the market leader, its size meant a slowdown was always likely. If you're looking for a growth stock to hold on to for the long term, this recent drop in Amazon's stock gives it a much more attractive entry point, trading at 32.6 times forward earnings versus the 35.6 it was pre-drop. AWS is undoubtedly an important business for Amazon, but it has been actively (and effectively) expanding its business ventures. 2. CrowdStrike Cybersecurity company CrowdStrike (NASDAQ: CRWD) was in the news for all the wrong reasons last year after it was responsible for the worst IT outage in modern history. However, the company has remained resilient, and in July, the U.S. District Court of Western Texas dismissed a class action lawsuit against the company regarding the incident. The reason to be excited about CrowdStrike over the next decade is twofold. First, CrowdStrike's cybersecurity solutions have proven they're some of the best in the industry. At the end of its fiscal first quarter, 48% of its customers used at least six of its modules (tools), 32% used at least seven, and 22% used at least eight. This not only shows strong engagement, but it also helps CrowdStrike with retention because it's not easy for corporations to switch cybersecurity providers due to the logistical and financial costs involved in doing so. CrowdStrike ended the quarter with $4.4 billion in annual recurring revenue, up from $3.6 billion in the previous fiscal year's Q1. Its operating income declined by $12 million year over year, but that can be attributed to higher sales and marketing costs to recover from the impact of the July 2024 IT outage. I don't see this as a continuing trend for the company. The other reason is the overall growth and importance of the cybersecurity industry. Cybersecurity has become a necessity for virtually any business connected to the internet. CrowdStrike estimates its total addressable market for AI-native security solutions at $116 billion this year and reaching $250 billion in 2029. CrowdStrike is fairly expensive, trading at 23.6 times its forward sales, but if you're planning to hold it for at least a decade, this alone shouldn't be a deterrent. If anything, I recommend taking the dollar-cost averaging approach, slowly but surely buying shares. Where to invest $1,000 right now When our analyst team has a stock tip, it can pay to listen. After all, Stock Advisor's total average return is 1,026%* — a market-crushing outperformance compared to 180% for the S&P 500. They just revealed what they believe are the 10 best stocks for investors to buy right now, available when you join Stock Advisor. See the stocks » *Stock Advisor returns as of August 4, 2025

5 days ago
Junos introduce Latin music category in effort to recognize more Canadian-made sounds
Headlines Latest News Podcasts (new window) The 2026 Junos are set to take place in Hamilton with the main show broadcast from Hamilton Arena Josh Ross performs live at the 2024 Juno Awards. Photo: CARAS/Ryan Bolton Photography Organizers at the Juno Awards, Canada's biggest music awards show, say they plan to introduce Latin music recording of the year at the 2026 edition. The new category will recognize Canadian musicians across all Latin American languages and genres who've released music in the eligible year. It's the latest move by the Junos to diversify how it recognizes Canadian creators and the evolving national music scene. Last year, the Junos added a South Asian music category, while in 2022 it split the Indigenous category in two to honour both contemporary and traditional Indigenous artists. Another tweak is being made to the rap categories, which answers calls for clarity around the involvement of Canadian MCs. The revised rules state that for eligible releases in the rap single and rap album or EP categories, at least 50 per cent of the vocals must be performed by Canadian citizens or permanent residents. The 2026 Junos are set to take place in Hamilton with the main show broadcast from Hamilton Arena, formerly FirstOntario Centre, which is finishing off a $290-million renovation. The 2026 Juno week is set for Thursday, March 26, to Sunday, March 29. Enlarge image (new window) Managers with Oak View Group, the company overseeing the Hamilton arena redevelopment, toured reporters through the site in March 2025. They said the project is set to be complete in November or December 2025. Photo: CBC / Justin Chandler The event will culminate with the 55th Annual Juno Awards, the Canadian Academy of Recording Arts and Sciences (CARAS). In March, CARAS president and CEO Allan Reid said Hamilton's dynamic music scene and rich cultural heritage make it an ideal location for the awards. We are thrilled to return to Hamilton and be one of the first events in Hamilton's newly renovated downtown arena, Reid said in the release. The city and province of Ontario continue to show their passion for music and the arts. We're looking forward to 2026. A spokesperson for the city told CBC News that the city's contribution to the event will be $500,000, coming from a reserve dedicated to conventions, sports and events, while an additional $300,000 will be contributed from the Hamilton Tourism Development Corporation. Hamilton last hosted the Junos in 2015. With files from Justin Chandler and Desmond Brown Titan submersible imploded while diving to Titanic wreck site, killing all 5 on board It's in the same bacterial family that causes cholera in humans 3 hours ago Marine Wildlife 1985 Toyota Tercel has travelled the equivalent of 1.5 round trips to the moon Average cost of ground beef has jumped 25%, far outpacing inflation More U.S. companies raising prices, reporting tariff-related hits to their profits or both