Karsten Wenzlaff, Advisor
August 26th, 2025
Payments | Jan 12, 2026

Image: Freepik/stockking
On January 8, 2026, UK consumer watchdog Which? published an eye-opening article, "Why cancelling your card might not stop fraud"explaining why cancelling a compromised card doesn't always stop fraud. The article covers a real world case showing how replacement card details can continue moving through global payment systems, allowing fraudulent charges to resume even after a bank issues a new card. What stands out is that the issue has little to do with careless consumers or missed fraud alerts. It sits deeper, inside how modern card payment infrastructure is built to keep payments running.
Most global card networks run automatic card updater services. These systems exist to make sure legitimate payments don’t suddenly fail when a card expires or gets replaced.
If a cardholder has previously saved their card with a merchant, the card network can automatically send the replacement card details to that merchant. The cardholder doesn’t need to approve anything and doesn’t need to take any action. It just happens.
These services operate across Visa, Mastercard, and American Express. They help subscriptions and recurring payments keep working without interruption. The problem is that the same process can also allow fraud to continue if a criminal has already saved stolen card details inside an account they control. So even when the bank issues a replacement card, if the network automatically updates that account with the new card details, then the fraudulent charges/payments can continue (and likely will leaving consumers bewildered and in the lurch).
In practice, when an automatic card updater service refreshes stored card details, the update usually happens quietly between the card network, the issuing bank, and the merchant (it all runs in the background).
Cardholders are typically told that a replacement card has been issued. They aren’t clearly told that the new card number may be sent automatically to merchants where the old card was saved, including after fraud. They also aren’t told which merchants receive those updated details.
Some merchants may show a generic message such as “your payment details were updated,” but this varies by platform and is easy to miss. There isn't a standard alert explaining that replacement card credentials were transmitted automatically.
Many consumers never realize that automatic updates exist at all. And in most cases, they don’t know the updates can continue after fraud unless someone stops them. Then it stands to reason that they also likely don’t know they can ask their bank to turn them off. Automation keeps running by default, while awareness and consent lag behind.
The Which? article confirms that issuing banks can disable updater services or perform what fraud teams often describe as a full wipe. This stops replacement card details from being shared with any online accounts or digital wallets.
The catch is that this step isn’t automatic. In most cases, the customer has to know the option exists and ask for it. Once a consumer later adds their card back to trusted merchants, those accounts may again become eligible for automatic updates.
That means that the outcomes depend more on awareness than on risk.
Fraud isn’t a routine card replacement; it’s a security failure, and the system doesn’t always treat it that way. Automatic updater services make sense when a card expires or gets damaged, but when fraud has already occurred, letting replacement credentials continue to move silently through the system creates avoidable risk. Requiring express consumer consent after fraud and making full wipe policies the default response would reduce repeat incidents and avoid putting the burden on consumers to navigate payment systems they can’t see.
This situation is a good example of how invisible infrastructure decisions can cause real harm when transparency and control fall behind automation. Payments innovation can’t rely on convenience alone. Trust in digital finance depends on how clearly systems explain what’s happening and how decisively they contain risk once something goes wrong.
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, artificial intelligence, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
![]() | ![]() | ![]() |
|---|---|---|
![]() | ![]() | ![]() |
Quantum Financing | Jan 9, 2026

Image: Unsplash/Planet Volumes
On January 6, 2026, Photonic $180M CAD financing led by UK based Planet First Partners brought large scale foreign capital into Canada’s quantum sector, with new Canadian institutional participation from RBC and Telus. At the same time, Ottawa launched Phase 1 of the Canadian Quantum Champions Program, committing up to $92M CAD across four companies, including Photonic, Xanadu, Nord Quantique, and Anyon Systems, as part of a $334.3M five year federal quantum investment announced in Budget 2025.
The timing suggests that Canada’s multi year quantum funding commitment may have helped lower perceived risk for both foreign investors and Canadian institutions, even though no direct causal link has been publicly stated. Public funding keeps core quantum builders anchored domestically, while private capital begins to treat leading teams as institutional grade businesses rather than long term research projects. As outlined in British Columbia Investment Management write-up who also participated in Photonic's round, when public and private capital move together at this scale, founders and global buyers take Canada more seriously.
Having said that, in 2026 what actually matters is not running quantum workloads, but preparing for the security, regulatory, and capital consequences that this level of quantum funding now creates.
The strongest counterpoint does not come from skeptics. It comes from how enterprise leaders rank priorities. For example, the Gartner Top Technology Trends 2026 does not include quantum computing among its top ten themes. CIO agendas continue to focus on AI platforms, security posture, provenance, and geopolitical resilience. That does not dismiss quantum, but it does highlight a timing gap between capital commitment and operational adoption.
Government timelines reinforce that gap for quantum computing itself. The US Defense Advanced Research Projects Agency frames its Quantum Benchmarking Initiative around proving whether any approach can reach utility scale quantum systems by 2033, defined as performance where value exceeds cost. For most buyers, that horizon places 2026 clearly in preparation mode rather than procurement for quantum compute workloads.
Security planning, however, tells a different story. The Forrester 2026 technology and security outlook projects that quantum security spending will exceed 5% of total IT security budgets in 2026. That spending focuses on migration planning, cryptographic discovery, and inventory tools to prioritize high impact systems. This does not signal near term adoption of quantum computers. It shows that quantum already matters operationally through security readiness, compliance pressure, and budget allocation.
The above explains why quantum feels both early and urgent at the same time. Compute remains longer dated, but security and cryptography move first. In August 2024, NIST finalized post quantum cryptography standards with explicit guidance for organizations to begin transitioning, and Canada aligns with that direction through federal quantum safe cryptography guidance.
Concurrently, Canada’s quantum builders continue to clear independent validation gates. As of November 6, 2025, DARPA Quantum Benchmarking Stage B advances 11 companies globally. Canadian firms Photonic, Xanadu, and Nord Quantique have progressed to this stage, which may matter more than domestic promotion.
In 2026, the real risk is committing too early to cryptography, vendors, or long-term contracts that cannot adapt as post-quantum requirements take shape. The combination of the Photonic financing and the $334.3M federal commitment makes this risk harder to ignore, not because quantum computers arrive tomorrow, but because capital and policy are both pointing toward future regulatory expectations. Regulators and auditors do not need quantum machines to ask whether systems can migrate without breaking core functions.
In practical terms, quantum readiness in 2026 means crypto agility, understanding where cryptography sits across the stack, and pressure testing suppliers against post quantum encryption standards. This work costs far less than a rushed migration later and fits inside security and compliance budgets that already exist.
The combination of a $180M CAD foreign led financing, $92M CAD in Phase 1 federal funding, and a $334.3M five year national quantum commitment puts Canada into a new category in 2026. Quantum still won't drive enterprise workloads in the near future, but for fintechs, banks, and infrastructure providers, the practical focus this year is crypto agility, supplier flexibility, and readiness for post quantum standards, not experimentation for its own sake.
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, artificial intelligence, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
![]() | ![]() | ![]() |
|---|---|---|
![]() | ![]() | ![]() |
Regulation | December 15, 2025

AI generated image
On December 11, 2025, the Canadian Securities Administrators (CSA) and the Canadian Investment Regulatory Organization (CIRO) released new guidance for finfluencers, investment firms, and issuers on how securities laws apply to online investing activity (Download CSA and CIRO Staff Notice 31-369 13 page PDF). Social media now plays a real role in how Canadians make investment decisions, and regulators expect existing securities law to apply when online influence impacts behaviour. The guidance clarifies when creators must register, how disclosure must work in short-form content, what counts as advice or trading activity, and where firms and issuers remain responsible when they work with finfluencers. Keep reading to learn about the practical implications, including some use case examples covered in the report.
Regulators are responding to what they see in the market today. Social media is no longer a side channel for financial education. It is where many investors first encounter investment ideas, products, and promotions, often without realizing when education turns into influence.
As NCFA previously reported, based on the CSA's 2024 Investor Index, 53% of Canadian investors now use social media as a source of investment information. Among younger investors aged 18 to 24, reliance on social platforms is even higher. Those investors face materially higher risk.
The OSC also tests causation, not just correlation. In a controlled experiment involving 1,465 Canadians managing a simulated $10,000 portfolio, 38% of participants exposed to finfluencer style promotional posts purchased the promoted asset, compared with 8% in the control group. Exposure alone drives different investment choices, even without personalized advice.
Canadian securities regulators examined 87 finfluencers and 9 issuers and repeatedly found undisclosed compensation, promotional framing that functions as recommendations, and content drifting into advising or trading activity without registration.
The CSA and CIRO aren't introducing new rules. They are making it clear how existing securities law already applies when online content influences investment decisions. There's a clear message that Finfluencers should take seriously:
Labels and intent matter less than impact. What counts is how a reasonable investor experiences the content, not how the creator describes it.
Finfluencers need to register when they provide investment advice or help facilitate securities trading for a business purpose, unless a specific exemption applies.
A business purpose doesn't require a formal firm, a full-time role, or a registered brand. Regulators look at how the activity actually operates. Repetition, promotion, compensation, solicitation, and continuity over time all matter. Paid courses, subscription communities, affiliate arrangements, and recurring sponsored content often meet this threshold.
The guidance is explicit that finfluencers cannot avoid registration by saying their content is not advice. Disclaimers do not change how regulators assess the activity.
Investment advice includes opinions about the merits of investing in a specific business or security, as well as recommendations to buy or sell. The guidance notes that even promotional language or emojis that imply opportunity can be interpreted as recommendations.
Trading activity is defined broadly. It includes not only executing trades, but any act done in furtherance of a trade. The guidance specifically points to copycat trading enablement, such as linking followers who pay a subscription fee to replicate trades in a self-directed account. These lines are crossed more often than many creators realize.
Some finfluencers rely on the general advice exemption when providing broad and non-personalized commentary, however the regulator's guidance makes clear that this exemption is narrow and conditional.
If a finfluencer relies on it, they must clearly disclose any financial or other interest in the securities discussed. Financial or other interest is interpreted broadly and includes indirect incentives, compensation arrangements, and related party interests.
The exemption does not apply to trading activity. This distinction becomes critical when education is paired with transaction pathways.
Disclosure needs to be clear, prominent, and specific enough for an audience to understand the security involved, the incentive, who paid it, and who received it.
The guidance is direct about what fails. Statements like “I may have a financial interest” are not enough. Disclosure also fails when it is buried at the end of a video, hidden behind extra clicks, or written in a way viewers are unlikely to notice.
A simple acid test applies. If a viewer has to look for the disclosure, it likely does not meet expectations.
The example scenarios below highlight when creators drift into regulated activity without intending to. These aren't rare cases but common growth paths.
In one example, a creator starts with general investing education. That activity stays outside registration. When the creator adds buy and sell signals in a paid course, the activity becomes advising. When the creator begins answering personalized questions through comments and direct messages, charges fees, and scales tailored advice, registration becomes necessary or the activity needs to stop.
In a second example, a crypto-focused creator promotes a token without compensation. When that creator later joins an airdrop program tied to promotional tasks, the activity becomes compensated promotion. Disclosure obligations arise immediately and need to stay current. Linking to trading platforms and receiving payments from followers or platforms can also push the activity into trading facilitation.
In a third example, a creator promotes issuer securities for payment but hides the sponsorship because disclosure reduces engagement. Disclosure is buried behind “show more” links. Regulators treat this as a breach and move to enforcement. Not knowing the rules does not change the outcome.
Registered firms that work with finfluencers are expected to govern those relationships. That includes due diligence, written agreements, training, ongoing monitoring, and corrective action when content becomes misleading or non-compliant.
Order-execution-only dealers face added sensitivity. Because they cannot provide advice, regulators caution against indirectly enabling recommendations or registerable activity through referral arrangements, hosted content, outbound links, or copycat trading features.
For fintech platforms, this brings compliance into product design. Referral flows, creator landing pages, and trading enablement features all carry regulatory weight.
When issuers work with finfluencers, social media content counts as public disclosure. Issuers remain responsible for statements made on their behalf.
Regulators expect issuers to ensure content stays factual, balanced, consistent with filed disclosure, and clear about paid relationships. Issuers need to provide guidance and controls rather than leaving disclosure discipline to third parties.
Promotional shortcuts can surface later during diligence and capital raising.
Securities law applies regardless of whether content is created by a human, a digital avatar, or an AI system. Anyone deploying AI to generate investment related content remains responsible for that content as if they created it themselves.
For platforms experimenting with automated education or AI powered engagement, note that technology does not reduce accountability.
Finfluencer activity now sits firmly inside the regulatory perimeter. Data shows that influence impacts behaviour, and behaviour drives investment decisions. This new guidance gives founders, platforms, creators and issuers clarity. Teams that design content, monetization, referral flows, and product features with these expectations in mind can move faster with fewer surprises.
Teams that treat finfluencer activity as casual marketing often discover where the line sits only after they cross it. That is the practical message regulators are sending, and it is one the market needs to take seriously now.
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, artificial intelligence, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
![]() | ![]() | ![]() |
|---|---|---|
![]() | ![]() | ![]() |
December 15, 2025

Image: Freepik/DC Studio
Hiring an external auditor is a major responsibility for any company—whether you're a fast-growing startup, a mid-size business, or a mature organization. The quality of your annual audit depends heavily on the auditor you choose. A strong external auditor brings credibility, compliance, and confidence. The wrong choice leads to delays, confusion, higher costs, and audit findings that could have been avoided.
To make the selection process easier, here is a complete checklist to help you hire the right external auditor, understand the documents involved, and know exactly what to expect throughout the process.
Before you begin searching, clarify your reasons for hiring an auditor. Common reasons include:
Understanding your purpose helps you choose an auditor with the right level of expertise.
External auditors will request documentation before quoting, planning, or starting the audit. Preparing these in advance saves time and makes the evaluation process smoother.
Financial Documents
Corporate Documents
Operational Documents
Having these ready demonstrates professionalism and speeds up the auditor selection process.
Choosing an auditor is not about selecting the cheapest quote—it’s about finding the right fit for your business.
a. Industry Experience
Does the auditor understand your business model?
For example:
Industry experience reduces questions, misunderstandings, and delays.
b. Audit Firm Size & Capacity
Ask yourself:
Choose a firm that matches your stage of growth.
c. Qualification & Accreditation
Ensure the auditors are certified:
These qualifications ensure professional standards and ethical compliance.
d. Communication Style
A responsive, clear communicator will make your audit experience much smoother.
Watch for:
If they’re slow during the proposal stage, they’ll be worse during the audit.
e. Technology & Tools
A modern audit firm should use:
This reduces paperwork and speeds up results.
f. Independence
External auditors must remain independent.
Avoid any firm that also handles:
Independence protects credibility.
Use these questions to evaluate the firm’s capability:
Audit Process & Planning
Team Structure
Fees
Experience
Technology
These questions help you assess both capability and professionalism.
A good auditor follows a structured and transparent approach.
The auditor will:
This sets the tone for the audit.
During fieldwork, auditors will:
Expect frequent communication and clarifications.
The auditor will raise questions or notes where:
Responding promptly keeps the audit on track.
Once testing is complete, the auditor prepares:
Your team reviews and finalizes the documents before signing.
After all issues are resolved, the auditor issues the final audited financial statements—ready for filing, investors, or lenders.
Be cautious if:
A thorough vetting process protects your business from future problems.
A standard annual audit typically takes:
However, delays occur if documents are missing or systems are disorganized—another reason to prepare early.
Hiring an external auditor is not just a compliance checkbox—it's a strategic step toward stronger financial reporting, better governance, and improved investor trust. With the right preparation, documentation, and evaluation process, you can choose an auditor who understands your business, communicates well, and completes your audit efficiently.
Use this complete checklist to guide your selection process and ensure your company’s annual audit is smooth, timely, and accurate.
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, artificial intelligence, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
![]() | ![]() | ![]() |
|---|---|---|
![]() | ![]() | ![]() |
Funding | December 8, 2025
Image: Freepik/rawpixel.com
On December 8 2025, Canadian payment fraud fintech Tuhk announced a US$6 million seed round led by FINTOP (US), with particiation from Lloyds Banking Group (UK), and Capital One Ventures (US), to transform fragmented information into a shared intelligence network that improves approval rates, reduces disputes, and strengthens real time decisioning for financial institutions and merchants.
Tuhk is planning an imminent launch in the United Kingdom, the United States, and Canada and is offering an early access program while it refines its product ahead of the broader rollout, which you can confirm on the Tuhk early access page.
Andre Edelbrock, Tuhk Co-Founder and CEO:
"This funding round represents an important milestone for Tuhk, and we are grateful for the support from partners like Lloyds Banking Group, Capital One Ventures, and FINTOP. With these resources, we look forward to expanding the platform's reach and delivering practical, scalable solutions that strengthen the global payments ecosystem."
Cybersecurity Ventures projects global cybercrime losses at US$10.5 trillion in 2025. This projection appears in the cybercrime cost estimate report. The figure includes financial loss from fraud, digital attacks, and misuse across global markets.
The scale of the projected loss shows the size of the problem that payment systems, banks, merchants, and financial platforms must work collaboratively to address in real-time, rather than isolated tools.
The release says Tuhk’s founding team includes veterans of Ethoca and NuData Security, two Canadian companies that helped define collaboration based fraud intelligence before Mastercard acquired NuData Security in 2017 and then acquired Ethoca in 2019.
Tuhk builds on this experience as it prepares for a full commercial launch in early 2026. The company named Andre Edelbrock as CEO and appointed Stewart McIntosh as Chief Revenue Officer to lead global commercial strategy.
Tuhk's US$6 million funding will go a long way as the company prepares to show financial institutions and merchants that by working together in sharing real-time shared fraud intelligence, improves approval accuracy, reduces misuse, and strengthens fraud outcomes for institutions that manage rising digital payment volumes.
Lloyds Banking Group framed the direction clearly saying that “collaboration is the only way we combat the increasing global threat of fraud and stop it from happening in the first place.”
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, artificial intelligence, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
![]() | ![]() | ![]() |
|---|---|---|
![]() | ![]() | ![]() |
AI and Mental Health | Nov 27, 2025

AI generated image
Youth's lives are now immersed with AI at every turn. That reality was in sharp focus on November 26, 2025 when OpenAI denied wrongdoing in the death of sixteen year old Adam Raine, who died by suicide earlier this year. The family’s lawsuit alleges that months of increasingly personal conversations with ChatGPT influenced the teen during a period of vulnerability, while OpenAI rejects any link between the system and the tragedy. New reporting shows how those conversations developed over time and why the case is now drawing widespread attention.
Matthew Raine (Adam's father), told United States senators as he described those conversations:
“What began as a homework helper gradually turned itself into a confidant and then a suicide coach,”
This case is one of seven active lawsuits involving generative AI and vulnerable users across North America. NCFA raised similar concerns in earlier reporting on another teen chatbot tragedy. This new case unfolds as AI already significantly impacts how young people study, socialize, seek emotional support and enter the workforce. It raises a broader question about protection that goes beyond content filters or bans.
A national study published in JAMA Network Open reports that 13.1% of adolescents and young adults use generative AI chatbots for mental health advice when they feel sad, angry or nervous. Most describe the advice as helpful. This finding shows how AI now plays a measurable role in emotional coping, based on survey results on youth emotional-support chatbot use.
A recent national survey from Common Sense Media finds that 72% of teens aged thirteen to seventeen have tried AI companions. Many use these tools for advice or personal communications highlighting how quickly AI tools have entered emotional and social spaces once held by peers or family. This comes from new data on widespread teen use of AI companions.
Educators and clinicians also report clear blind spots. A comprehensive review of AI mental health tools notes that chatbots can miss signs linked to psychosis, eating disorders and trauma, while new research has evidence that AI chatbots may reinforce mental-health stigma. NCFA previously reported on early evidence of AI psychosis and trust risks. Together these findings suggest that AI tools may feel supportive while still lacking the judgment needed during moments of real crisis.
Many young people turn to AI tools because other options feel out of reach. AI tools feel private, immediate and nonjudgmental, according to survey findings on why teens choose AI companions (NB: 75% of teens have tried AI companions).
In the United States most adolescents with major depressive episodes don't receive treatment in a given year, according to national data on adolescent depression care gaps.
In Canada, evidence points to similar gaps with thousands of children and youth waiting months for counselling and therapy across the country. In Ontario alone about 28,000 children and youth waited for mental health services in 2020, as captured in this research Kids Can’t Wait report on youth mental-health wait lists. National tracking also finds long waits for community mental health counselling, with delays varying widely by region, based on pan-Canadian data on counselling wait times.
AI now plays a growing role in how young people start their working lives. Recent findings from the Stanford Digital Economy Lab shows that young career workers between 22-25 years old in AI exposed fields saw a 13% drop in employment after late 2022.
Further, according to survey results from the World Economic Forum on the global employer outlook, 40% of companies expect to cut roles where AI can handle routine tasks.
See NCFA’s earlier piece on AI’s hidden costs for junior workers that shows how automation reduces coaching, early learning and long term stability even when it speeds up short term tasks. For Gen Z this means AI can help them work faster while also reducing the number of early roles that once offered training, support and a safe place to learn.
In mental health, AI comforts but still misses red flags.
In everyday digital life, governance and content policies struggle to match the pace of rapid model and features updates.
In early careers, automation reduces entry pathways and increases pressure on young workers to master new tools without adequate support.
These challenges do not create a single fix. They show how youth exposure grows faster than the systems meant to guide and protect them.
Fintech companies and their apps and models are at the center of these changes. Young customers rely on savings apps, credit tools, digital wallets and investment platforms that now embed automated insights and AI guidance. Fintech teams can use design principles that support innovation while adding real protections for young users.
Clear explanations help young customers understand how AI insights form and what limits apply.
Human review in unusual or high stakes interactions prevents automated decisions from pushing users toward unsafe financial choices.
Independent testing of models that guide credit thresholds, advice or spending prompts reveals bias or unrealistic patterns.
These measures strengthen reliability without slowing responsible development and help firms serve younger users with confidence.
As the Raine case continues through the courts. Judges will weigh logs, warnings and design choices. Whatever the outcome, the broader reality is already visible. Youth live in a world where AI companions, homework helpers, work tools and financial apps appear on the same devices. Research shows that these tools offer support while also creating gaps that health, education and employment systems have not yet addressed.
The real question of protection is not whether AI should disappear from youth life. It is how schools, mental health services, employers, regulators and product teams work together so young people can use AI to build stronger futures instead of carrying its risks alone.
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, artificial intelligence, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
![]() | ![]() | ![]() |
|---|---|---|
![]() | ![]() | ![]() |