potential of AI, and its associated challenges. Artificial intelligence (AI) has come a long way in the past decade. , Generative AI, into their platforms. (oldest) Discriminative AI is designed to analyze patterns and make predictions. (newest) In contrast to Discriminative AI, Generative AI has the ability to produce completely novel

Some tech companies say they use AI and moderators, to detect harmful content, but investigative reports

However, the same AI-driven capabilities that allow companies like Google to analyze screenshots for AI-powered systems, such as Google’s new Gemini, are already being developed to recognize travel-related If AI can recognize landmarks in travel photos, it could also be trained to compare images against known If Google’s AI can analyze screenshots for travel metadata for their financial benefit, isn’t it reasonable AI has the power to revolutionize digital safety, but its implementation must be carefully considered

and applicability of AI-generated content, and continuously refining and guiding AI processes. Here’s how: Encouraging AI as a brainstorming tool: Instead of banning AI-generated content, teachers Teaching AI literacy: Educators who acknowledge AI’s presence can teach students how to critically evaluate Using AI for personalized learning: AI-driven tutoring systems can help teachers identify students who By fostering responsible AI use, encouraging students to engage critically with AI-generated content,

The prospect of banning TikTok in the United States has been a topic of fierce debate for years. Concerns about data security, national sovereignty, and the app's connection to the Chinese government have prompted legislators to push for restrictions or outright bans that could take place by January 19th in the US, depending on a pending decision from their Supreme Court. However, the very demographic most affected by such actions, teens and young adults, seems to be responding in a way that few policymakers might have anticipated - they are downloading other Chinese apps as a form of protest and, more intriguingly,  what we see as a form of malicious compliance. So why is this phenomenon occurring, what it signifies, and what lessons policymakers and parents can take from it. Malicious compliance is a term used to describe when individuals follow rules or demands so literally or excessively that their compliance undermines the intent of those rules. It’s often a form of subtle rebellion, where the act of "obeying" is designed to highlight perceived absurdity, unfairness, or hypocrisy. In the case of TikTok, teens and young adults are keenly aware of the broader societal and political controversies surrounding the app. Rather than passively accepting a potential ban, some are downloading alternative apps from Chinese developers, such as RedNote, CapCut, or Lemon8, as a way to say, “If TikTok is banned for being Chinese-owned, what about these apps?” So Why Are Teens and Young Adults Doing This? For many, social media is more than just entertainment; it's a cornerstone of their social lives, creativity, and personal expression. The prospect of losing access to TikTok feels like a violation of their autonomy. Downloading similar apps is a way to reclaim control over their online experiences. Many young people view the potential TikTok ban as performative politics - an attempt to gain favour by appearing “tough on China” rather than addressing broader issues of data privacy or the monopolistic tendencies of tech giants. By downloading other apps from Chinese companies, they’re calling attention to what they see as the inconsistency or inadequacy of these policies. Teens and young adults are highly attuned to trends, especially those that align with their values. Malicious compliance offers a way to both rebel and bond with others over shared frustration, creating a sense of collective resistance. Apps like CapCut, which offers advanced video editing tools, or Lemon8, a lifestyle and shopping-focused platform, (both owned by ByteDance a Chinese based company that also owns TikTok) align well with the content creation habits of TikTok users. Curiosity about these alternatives provides a practical motivation, even if the initial download is driven by defiance. While downloading additional apps might feel like a clever act of rebellion, it isn’t without risks. Many of the same concerns surrounding TikTok, such as data collection, privacy issues, and potential foreign influence, apply to these alternatives. By increasing the number of apps tied to the same Chinese based ecosystem, users may inadvertently amplify their exposure to vulnerabilities. This response also raises questions about the efficacy of legislative approaches to online safety. Banning a single app without addressing systemic issues like data regulation and user privacy across all platforms is unlikely to resolve the root concerns. Some thoughts for Policymakers based upon the malicious compliance we are presently seeing: Teens and young adults are demonstrating that bans targeting specific apps are ineffective without broader regulations. Policymakers should focus on universal standards for data security and privacy across all platforms, regardless of ownership including those based in North America. Young people are not passive recipients of policy, they are active participants in shaping digital culture. Policymakers must involve them in discussions about online safety, not dismiss their concerns or assume compliance. Singling out specific apps without addressing the practices of other platforms (many of which also engage in extensive data collection) fosters skepticism and resistance. A consistent approach to online safety will earn more respect and compliance. Parents and caregivers should view this trend as an opportunity to discuss broader digital literacy topics with their teens, including data privacy, security, and the implications of app ownership. Rather than framing these apps as "bad" or inherently dangerous, focus on teaching critical thinking and responsible online behaviour. These conversations can empower young people to navigate the digital world thoughtfully, rather than reactively. The rise of malicious compliance through the current trend of downloading Chinese apps is a fascinating example of how young people can wield technology as a tool of resistance. It underscores the need for policies that go beyond performative measures to address the real challenges surrounding the use of technology. For parents and policymakers alike, it’s a reminder of the importance of engaging with, rather than dictating to, youth and young adults. The trend of teens and young adults downloading alternative Chinese apps in response to potential TikTok bans highlights a deeper, multifaceted issue at the intersection of technology, politics, and youth culture. This phenomenon of malicious compliance serves as a powerful statement against perceived inconsistencies in policymaking, demonstrating the active role young people play in shaping digital culture and resisting top-down decisions they find unreasonable. For policymakers, this is a call to move beyond symbolic gestures and adopt comprehensive strategies that address systemic issues like data privacy and security across all platforms. Engaging youth in meaningful dialogue about these policies can foster trust and more effective outcomes. For parents, this trend underscores the importance of promoting digital literacy and critical thinking, enabling young people to make informed decisions about their online behaviours. Ultimately, this moment serves as a reminder that young people are not merely passive consumers of technology but active participants in its evolution, capable of using it to assert their autonomy and challenge the status quo. A collaborative approach that respects their voices will not only strengthen online safety but also bridge generational gaps in understanding the onlife world As the January 19th TikTok deadline approaches, the debate over TikTok will continues and one thing is being made clear - teens and young adults will not be silent spectators. They are active participants in today’s onlife world, and their actions, even in defiance, reflect their values, frustrations, and hopes. As Brandon stated in his FaceBook posting on the App RedNote yesterday, “The scale of anti-government protests and public outrage over a possible TikTok ban, centred around free speech and personal choice, is hard to ignore. It’s quite remarkable.” Related Article: NOTE - We have attempted to read the RedNote privacy policy and we can't given that it is written in Chinese. Given this fact, we DO NOT recommend that this app to be download on your device. Digital Food For Thought The White Hatter Facts Not Fear, Facts Not Emotions, Enlighten Not Frighten, Know Tech Not No Tech

Given that approximately 20% of Facebook users have been exposed to malware, and that over 600,000 accounts are hacked almost daily, www.247Wallst.com released an article that they called “9 Ways that a Criminal Uses Facebook” that, I think, we should all be aware of and that I will share with you here: • HACKING ACCOUNTS: Common tools used to complete a successful hack using common passwords, names, and dates. • COMMANDEERING ACCOUNTS: Criminals login to an existing user account using an illegally-obtained password and ID. Immediately after logging in, they access the victim’s friend list. One of the best schemes is to ask friends for money. The hacker will claim that the person they’re hacking is stranded somewhere and needs money quickly. It’s effective because a high level of trust exists among users. • USER PROFILE CLONING: The act of using unprotected images and information to create a Facebook account with the same name and details of an existing user is profile cloning. Cloners will send friend requests to the same friends the victim has and gain access to others’ information to commit fraud. This is scary, yet simple. • CROSS-PLATFORM PROFILE CLONING: occurs when the cyber thief obtains information and images from Facebook and uses them to create false profiles on another social-networking site. This fraud is dangerous because victims may never realize they’ve been hacked. • PHISHING: When a hacker poses as a respected organization or individual and asks for personal data, it’s phishing. This occurs mostly via wall posts and direct messages. Once users click on the link, they are sent to a website loaded with malware or to a website where they are asked to provide information. • FAKE FACEBOOK: Scammers will direct a user to some sort of clickable enticement, to a Facebook login page designed to look like the real thing. When the victim enters a username and password, they are collected in a database, which the scammer will then sell. • AFFINITY FRAUD: When the con artist assumes the identity of a person to earn the trust of those close to them. The criminals will exploit the earned trust by stealing information or money. Facebook, unfortunately, facilitates this type of fraud because its network is based around “friending” anyone and everyone. • MINING UNPROTECTED INFO: Facebook users tend to reveal their emails, phone numbers, addresses, birth dates, and other private data. A hacker’s basic training is to start with this kind of information to access accounts. While the majority of unprotected information is mined for targeted advertising, it can be a means to more pernicious ends such as profile cloning and, ultimately, identity theft. SPAM: “Clickjacking” is illegal and it involves the hacking of a personal account using an advertisement for a viral video or article. The user clicks on the ad, which then leads the program to send an advertisement to the person’s friends through their account without their knowledge. It’s important to be educated and aware of these subjects so you can spot them before any harm can be done. Digital Food For Thought Darren Laur AKA #thewhitehatter

Caveat - this article is a follow-up article to the one we posted yesterday. “Why Parents and Caregivers Need to Be Cautious When Reading About Research Findings Specific To Technology and Teens” (1) As our discussions and articles on the emotional, psychological, physical, and social effects of technology and social media on youth reach a wider audience, we have noticed two recurring arguments that are directed at us. These arguments question the approach we take when evaluating research and policy decisions regarding youth and technology use. Below, we address these two arguments and provide counter-arguments rooted in evidence and reasoned analysis. Argument #1: "Show us the research that supports that technology and social media will not harm youth." At first glance, this challenge may seem reasonable, after all, if social media and technology were completely safe, there should be research confirming this. However, this line of reasoning presents a logical fallacy known as “shifting  the burden of proof” or "proving a negative”, a common strategy used in debate. A common phrased used in research applies to this argument, "absence of evidence is not evidence of absence." Just because there are no studies showing harm to children who stay off social media does not mean that harm does not exist. It may simply mean that the research hasn't been conducted, or that studies haven't been designed in a way that would detect such harm. Most parents and caregivers don’t know that scientific research does not typically operate by proving that something is harmless; rather, it assesses risk based on available evidence. When someone challenges you to prove the positive outcomes of something, they are essentially placing the responsibility on you to demonstrate that something works or has benefits. This can sometimes be a reasonable request, but it can also be a rhetorical tactic to dismiss an argument without providing good evidence-based counter evidence. For example, if someone says, "Prove that social media has positive effects on teens," without acknowledging existing research or providing their own counterarguments, they are shifting the burden of proof onto you. This can be problematic if they are making an implicit claim (e.g., that social media is harmful) but refusing to provide “good” evidence-based research to support their position For instance, we do not demand research proving that walking in a park will not cause harm; instead, we evaluate whether credible studies indicate that parks are dangerous. Similarly, research on technology and social media should be examined in terms of actual, measured harm rather than the absence of harm. The burden of proof should be on demonstrating substantial risk, not on proving an impossible negative. In the case of social media and youth, studies have produced mixed findings. Some research suggests potential risks, particularly for vulnerable populations, while other studies highlight benefits such as social connectivity, educational  and employment opportunities, and creative expression. Rather than assuming harm, we should take a nuanced approach, that looks at each child, that considers both risks and benefits, addressing real concerns while avoiding fear-based conclusions. Every child is unique, and we believe our approach as parents and caregivers to their use of technology should reflect that uniqueness. Argument #2: "Even if the negative effects reported in a study have very little significance, shouldn’t we still act on it when it comes to our kids because harm, no matter what the degree, is something that we need to protect our kids from?" Again, this perspective is understandable given that parents and caregivers want to minimize all possible harm to their children. However, the key issue here is not whether we should act when we see harm in the research, but whether the data actually indicates that there is “real” harm. If a study’s findings are based on statistical noise, meaning the results are weak, unreliable, or over interpreted, then using that data to justify widespread changes can be misleading and even counterproductive. As an example, imagine a car mechanic who tests the brakes of a vehicle and finds a slight issue with one of the brake pads. If they were to immediately recommend replacing the entire braking system without fully assessing the problem, it could lead to unnecessary costs and disruption. Similarly, if a study finds a minor connection between screen use and mental health issues but doesn’t account for other influencing factors, acting on these findings without deeper analysis could result in overreactions or misguided policy. More importantly, overreacting to weak or misinterpreted data can divert attention from genuine risks that do require action. If we focus all our energy on regulating social media with weak evidence while ignoring well-documented issues like childhood poverty, family violence, inadequate mental health resources, or educational disparities, we may be attempting to target and solve the wrong problems. We strongly believe in addressing real risks to children’s well-being, but our actions should be guided by strong, replicable research rather than emotional reactions to weak or inconclusive studies. Good policy and parenting decisions require evidence that is not only statistically significant but also meaningful in real-world contexts. A balanced approach recognizes that technology and social media are neither inherently good nor bad. Instead of blanket restrictions or fear-driven narratives, we should advocate for media literacy, healthy digital habits, and evidence-based interventions where necessary. A well-informed and balanced approach to youth, technology, and social media requires careful consideration of both risks and benefits. Rather than reacting to weak or inconclusive research with broad restrictions, we should focus on strong, replicable evidence that truly reflects real-world risks. Emotional responses to alarming headlines may feel justified, but they can lead to misplaced priorities that overlook more pressing challenges facing youth. Instead, we should prioritize digital literacy, healthy technology habits, and nuanced discussions that recognize the individuality of each child. By doing so, we empower young people to navigate the digital world safely and responsibly, without succumbing to fear-based decision-making. By maintaining a critical eye on the validity of research and focusing on the broader context of youth well-being, we can ensure that our actions are truly in the best interest of our children. Digital Food For Thought The White Hatter Facts Not Fear, Facts Not Emotions, Enlighten Not Frighten, Know Tech not No Tech References: 1/ https://thewhitehatter.ca/blog/why-parents-and-caregivers-need-to-be-cautious-when-reading-about-research-findings-specific-to-technology-and-teens/

Those who flew into the twin towers had no hands-on training to fly a jet airliner – their skills, strategies

Platforms like X’s “Community Notes” aim to crowdsource fact-checking by allowing users to upvote or

Today, with AI-generated deepfake content becoming more realistic and accessible, the urgency to educate Teaching youth to think critically about social media, AI, sextortion, or digital manipulation is not Trying to solve “online safety” in isolation is like putting a Band-Aid on a leaking dam.

Additionally, Meta has implemented artificial intelligence (AI) tools to help detect instances where If AI detects discrepancies, the account may be reverted to the more restrictive teen settings. 5. perfect, the ongoing conversation about digital safety, along with the use of innovative tools like AI

with the use of an AI companion. AI systems are designed to respond to input. However, AI does not have a stake in the outcome of the advice it gives.  Humans can pause, clarify, and dig deeper, AI can’t. AI does not know them, AI does not share their values, and AI is not invested in their outcomes.