STOP FAKE FIRE-SAFETY INFORMATION

 STOP FAKE FIRE-SAFETY INFORMATION

Social media has revolutionised communication, sharing experiences, and engaging with the world. However, for the fire service, the rise of social media and the increasing tendency to share videos of incidents and altercations present significant risks. While transparency and public awareness are essential, the unfiltered and immediate nature of social media can have unintended consequences, jeopardising firefighter safety, operational effectiveness, and public trust. 

AI is a part of most people’s daily lives now, whether they realise it or not. AI images and text pervade social media platforms and websites, while AI algorithms dictate the content we see, and drive many of the tools we use. The result is a world that’s increasingly shaped by opaque software built on information scraped from millions of websites, reformulating and rehashing the same content over and over.

What might seem particularly divorced from AI is the concept of fire safety. Yet even this industry isn’t completely isolated from the threat posed by AI, either at a consumer level or at the cutting edge. AI tools could not only impact our appreciation of fire safety and the information around it, but also physical fire safety systems, something we all need to be wary of.

Common types of fake fire-safety content

1. Fake “fire safety hacks”
   Viral videos claiming that simple household tricks can extinguish every type of fire.
2. Wrong extinguisher advice
   For example, suggesting water for electrical, oil, or grease fires.
3. Fake evacuation techniques
   Advice that tells people to use elevators during a fire or return inside for belongings.
4. Misleading fire-equipment demonstrations
   Videos showing extinguishers, hydrants, sprinklers, alarms, or smoke detectors being used incorrectly.
5. Fake compliance claims
   Posts suggesting that possession of a fire NOC/certificate automatically means a building is completely safe.
6. Old videos presented as current incidents
   A fire from another city or country is reposted as a recent local incident.
7. AI-generated or manipulated fire videos
   Increasingly realistic content can make fabricated incidents or demonstrations look genuine.
8. Fake statistics and “expert” quotations
   Numbers or statements attributed to NFPA, government agencies, or fire departments without a verifiable source.

The bigger danger

The most dangerous fire-safety misinformation is not obviously false—it is information that is partly correct but incomplete.

Social Media as a Powerful Recruitment and Public Engagement Tool

Fire departments of all sizes are tapping social media to reach communities in real time, a marked shift from the days of dispatch calls and printed bulletins. Social media offers a valuable glimpse into the firefighter’s role, fostering transparency and support. Departments use videos that walk potential recruits through the hiring process or demonstrate training activities. Social media helps bridge gaps in understanding the fire service and attracts a younger generation, especially Gen Z, the demographic least likely to engage with traditional outlets like Facebook. Social media’s creative formats present unique opportunities to market departments in engaging, relatable ways. 

Unrestricted Individual Posting Can Undermine Department Reputation and Trust. 

While many personnel create “day in the life” videos out of genuine pride or humor, some posts unintentionally damage public trust. The guest describes instances of firefighters posting footage while on duty or in uniform, sometimes covering up department names yet still identifiable by apparatus or badges. 

One guest stresses the importance of educating members about their professional responsibility, not only on duty, but off duty too. Social media posts made during work hours or while wearing department apparel are a direct reflection on the entire organization. Comments that make light of calls or express negativity undermine decades of community respect and can perpetuate harmful stereotypes about firefighters. She notes that before enforcement, departments must first “enlighten and educate” members on social media’s ramifications. 

If you follow me on LinkedIn, you may have noticed that I’ve started taking my technical QA/QC job a little too seriously, pointing out errors in the AI slop that has now become the norm on the platform. You know the ones I’m talking about.

A very FAKE example of the type of Ai-generated infographics that circulate online

I can’t scroll by without trying to spot the errors.

Why bother? Why do I care so much?

​At first, it was just about accuracy. Someone on the internet was wrong! About something I know about! 

Now it’s become kind of a sick sport. I’m not on a crusade against AI. I certainly use it as a tool in my work life; AI is the best proofreader around! What bothers me is when AI slop is presented as helpful material, yet it’s riddled with errors.

What is that teaching anyone?
 
UNOBVIOUS ERROR

It should not come as news to anyone that AI struggles with accuracy.  I’m not proud to say I’ve gotten frustrated with a computer that gets commodity classification or nuanced (copyrighted) code interpretations wrong. Remember the “Will Smith eating spaghetti” videos that used to circulate as proof that AI wasn’t quite there yet? They were easy to laugh at because the mistakes were so obvious.

Now the errors aren’t so noticeable.

The hands have five fingers, the spaghetti looks real, and I find myself wondering if Will Smith recorded a video to troll us. The mistakes are getting much harder to spot. 

Full Disclosure, I used Gemini to alter this already AI image to make my point

AI is not the villain; it’s just a tool that people use to present their ideas. People said the same things about Photoshop, the internet, and computers. I wasn’t around, but maybe they said the same thing about the typewriter! Tools are there to help the person wielding them.

But here is the point: we are our work. Our output reflects us.

When the materials are targeted to be basic or fundamental, the audience may only have a vague background of the content; they can’t simultaneously learn and error check.

So how do they know what’s accurate within an AI diagram, and what’s incorrect?

And when errors are pointed out, it really grates on me when the response is, “Ignore those details! Just take the main point.”  When people are learning something new, how are they supposed to know what’s correct and what’s AI hallucinations? The wrong conclusions may stick, and they’re just trying to learn!

 

CALLING IT OUT

This is not new, even though AI is.

I’m sure we have all sat through a presentation where it was clear the speaker wasn’t prepared, or a webinar where someone slipped up and said the wrong thing. If you’re sitting in that room, either in real life or virtually, how do you handle that?

Theoretically, the speaker would be receptive to constructive criticism in the right environment. Scrutiny makes content better. To me, it’s the same thing as commenting on AI slop, but is that really the best strategy?

Is that helping anyone?

 

WE ARE WHAT WE 𝚂̶𝙿̶𝙴̶𝚆̶  POST

Just like in engineering, when we affix an engineering seal to a drawing, set of calculations, or a report, it doesn’t mean we personally drew every line, or wrote every word, but it does mean we’re responsible for the output. And we are required to stand behind it once it’s out in the world.

I won’t equate an infographic with an engineering report, but if you post it, share it, or stamp it, it’s yours. You can’t blame ChatGPT any more than you’d blame a drafter or an intern. And it’s also respectful of your audience’s time. If it’s truly not worth your time to put together, why should we expect someone else’s time to read it? If you’re willing to put your name on it, you’re responsible for it. Whether you typed it or prompted it.

DEALING WITH IMPERFECTION

Now, I’m not perfect. We’re not perfect. None of us is. Mistakes are an assumed part of the process, that’s why there are built-in checks and layers to construction. Because this stuff is that important. We’re dealing with life safety, and often of an unaware public.

TAKING THE HIT

So often in the consulting culture, we’ll say we don’t have time for QA/QC or time to train the new hires, we’re barely keeping up with our workload. Quality work takes time, and we all know there’s a noticeable difference in our work when we’re prepared versus when we’re unprepared. But scrutiny makes content better. Ultimately, I’d rather take a friendly edit from my peers, my family, or my boss than a comment from a stranger. But I have to be ready for both if I’m truly owning my output.

​I would often tell my team that when you’re reviewing a submittal, you can tell a lot by how the information is presented. The same goes for a set of drawings. If you see mistakes on the small stuff or very obvious errors, you start peeling back the layers and find mistakes everywhere. On the other hand, if you can tell someone took pride and care with how the information is presented, that likely follows through with the care and attention taken with the technical aspects, not just the visuals.  

 
HOW TO ADDRESS IT?

​How do you call out errors?

So, what is the correct way to call out errors?

We know how to do it with permit submittals or submittal reviews, but how would you address an error in an in-person training? What about a webinar? And bad AI on LinkedIn? Is it a public correction or a private message? Or, silence.

Does it even matter? When we work in life safety, I think it does. I’ll stand on that hill.

We are our work output. And it’s important to stand behind our work, whatever it is. Especially in construction and life safety, the details matter, and affixing our engineering stamp to work means a high level of professional accountability.

If you’re willing to put your name on it, it’s your responsibility. AI doesn’t change any of that, it’s just made it easier to forget.

AI is no longer optional—it’s integral to modern fire safety. In smart cities from NEOM to Dubai, AI-driven systems are transforming prevention, detection, response, and modelling. Yet without strong ethical governance, even the most advanced technology can fail public trust. As cities evolve, the next frontier is responsible AI that saves lives while protecting rights.

“AI in fire safety is rapidly changing from reactive tools to proactive guardians; our task is to shape that future responsibly.”

1. Smart Detection: Seeing Fires Before They Spread

AI-powered computer vision systems leverage CCTV and thermal imaging to identify smoke or flames long before traditional alarms sound. In Saudi Arabia and the UAE, these systems are being integrated into surveillance networks—automatically distinguishing real threats from false positives like steam or dust  Dubai Civil Defence has piloted drone-based thermal AI for real-time situational awareness in high-rise incidents like the 2017 Torch Tower fire.

2. Predictive Modelling: Forecasting Fire Risk

AI can analyse historical incidents, environmental data, and building designs to anticipate fire scenarios. NEOM’s Tonomus (formerly NEOM Tech & Digital Company) platform integrates city‑wide sensors to model and forecast urban risks dynamically. In mega-developments like Expo 2020 Dubai and NEOM, AI is being tested to predict crowd movement during emergencies and optimise evacuation pathways.

3. Integrated Emergency Response

AI systems now serve as command centre aides, orchestrating sensor networks, video feeds, and emergency plans in real time. In smart city projects across the MENA region, AI-driven incident analysis digests data—fire, weather, structural integrity—to recommend tactical responses. Robotic responders and drones equipped with AI accelerate situational awareness and risk mitigation, particularly in inaccessible or hazardous zones.

4. Ethical Oversight: Ensuring Trust & Fairness

Deploying AI at this scale requires stringent ethical frameworks:

• Bias and accuracy: AI must be rigorously validated across environment types (urban, historic, industrial) to avoid misdetections.
• Privacy: Surveillance systems must anonymize individuals and comply with data protection laws.
• Transparency and accountability: Decision-making algorithms should be auditable for regulatory compliance and incident investigation.
• Data governance: Consent-driven data collection with clear retention and deletion policies is essential.

5. Linking Back to Smart City Ambitions

• NEOM: Powered by Tonomus, NEOM’s AI infrastructure blends ubiquitous connectivity, cognitive analytics, and predictive insights to support robust safety architecture.
• Dubai: Its smart building frameworks incorporate AI‑driven fire‑smoke detection and evacuation analytics, with Civil Defence pioneering UAV-based systems.

Practical Takeaways for Industry Leaders

Benefit Description

Proactive Risk Management Spot fire hazards before they escalate, reduce false alarms

Faster Incident Response AI streamlines evacuation with real-time coordination

Regulatory Compliance Automated code-checking helps new developments align with legislation

Optimised Resource Use Smart systems reduce manual inspections and streamline capital planning

Recommendations

1. Pilot multimodal detection (CCTV + thermal + drone) in high-risk zones.
2. Integrate AI with BIM during design phase for risk assessment.
3. Develop ethical data policies covering privacy, auditability, and retention.
4. Collaborate across stakeholders—civic authorities, insurers, residents—for trust and adoption.

The role of AI in reducing fire risk

At its core, AI excels at processing data - detecting patterns, identifying anomalies and predicting outcomes. AI-powered sensors and cameras can detect the faintest signs of a fire - be it a slight rise in temperature or the first wisps of smoke - long before a human eye might notice. By analysing these signals in real time, AI systems can issue alerts within seconds, giving occupants and emergency responders valuable time to act.

One of the most transformative aspects of AI is its ability to predict potential failures before they occur. For commercial building owners, this means that instead of waiting for a fire incident to prompt an investigation, AI systems can continuously monitor building conditions and predict when and where a fire might break out. By flagging areas of concern - such as overheating electrical components or deteriorating insulation - building managers can perform targeted maintenance, significantly reducing the risk of a fire.

Once a potential fire is detected, AI can then launch a coordinated response that goes beyond merely sounding an alarm. Integrated with building management systems, AI can automatically trigger fire suppression systems, adjust ventilation to control the spread of smoke, and even communicate with emergency services to ensure a swift and efficient response.

The data generated by AI systems helps by providing an immediate fire response by providing valuable insights for long-term risk management. Commercial building owners can analyse historical data to identify trends and recurring issues, allowing them to make informed decisions about upgrades, retrofits and safety protocols. Over time, this data-driven approach leads to continuous improvements in fire safety and a reduction in overall risk.

The key areas of fire safety that AI can really help businesses succeed with are:

1.   Continuous monitoring of protected zones including exit routes, exit doors, electrical panels, with rules and parameters determined by both the regulations and the individual business layout.

2.   Early alerting for spills of flammable and hazardous liquids such as fuel leaks at a petrol station

3.   Notifications for obstructed access or missing firefighting equipment such as fire extinguishers.

4.   Insights into incidents, near misses and general store safety

5.   Reporting and audit trail documentation to demonstrate to regulatory bodies a commitment to ensure compliance

For businesses this is an extension of their existing health and safety practices, enabling them to demonstrate to regulatory bodies that they understand and comply with regulations.

It also provides opportunities for employee training or business process improvement – is a fire door always blocked at 9am on a Monday because of stock deliveries?

Are there more obstructions in exit routes during peak holidays due to excess stock deliveries with no place to store it?

Businesses can utilise AI to guide their employees into complying with the regulations.

But in addition, when used properly AI can also provide a wealth of data including critical insights, incident reports and audit trails to help understand what is happening at a granular level across the business.

For retailers with multiple stores in a chain, deploying a health and safety management system can allow them to understand the entire retail estate immediately – which stores are more frequently non-compliant, which regions may need more employee training, which areas are performing well and so consistently strive for better standards.

This can then enable businesses to reward the stores performing well, and support those who are not compliant.

Stores for example with high staff turnover may not have enough employees with the awareness and training to enforce regulations.

Some stores may be understaffed and lack the capacity to get the store cleanliness and fire safety hygiene under control.

For businesses, this would allow them to assess the situation as a whole and address problem areas.

In the example above, if a store is understaffed, businesses may focus more attention on recruitment drives in specific regions, as this is likely to be much more cost effective than repeated fines for non-compliance.

Finally, AI can enable remote cross-estate fire safety compliance visibility.

AI allows managers to see how stores perform day to day, how fast employees respond to fire safety non-compliance and how many incidents there are every day, week, and month.

Businesses can then use this data to find ways to incentivise their employees to adhere to continual compliance – stores with less than 10 incidents per quarter may get a bonus or other benefits for maintaining health and safety compliance.

Whilst the world of AI seems vast and it can be difficult for businesses to know how or where to start, it is easy to see the value of AI in these settings.

Not only can businesses demonstrate how seriously they take fire safety to regulatory bodies, but they can ensure that workplaces are truly safe for their employees and customers.

Spot Fake Fire Safety Equipment’s on E-Commerce Websites

The rise of e-commerce platforms has made it easier than ever to buy essential fire safety equipment such as fire extinguishers, smoke detectors, and fire blankets. However, with convenience comes the risk of purchasing counterfeit or substandard products that may not function properly during emergencies.

WhatsApp group advertisment 

In a world where safety should never be compromised, it’s critical to be vigilant and ensure you’re buying genuine fire safety equipment. Below picture are fully misguiding those who don’t know about fire detection system. Many customer / End user are not aware that Fire panel repairing is illegal and if need repair then directly communicate with OEM only. Lots of fake repairing centre are available in India. Component level repair not possible anymore.

Online Marketing Post

Understanding the Risks of Fake Fire Safety Equipment

Before we dive into identifying fake products, it's important to understand the risks associated with using counterfeit fire safety equipment.

·        Ineffective Functioning: Fake fire extinguishers or alarms may not activate when needed, leading to disastrous consequences.

·        Non-Compliance: Using counterfeit equipment could result in non-compliance with local fire safety regulations, potentially leading to fines or legal actions.

·        Safety Hazards: Low-quality materials in fake products may malfunction, posing a fire risk themselves.

Look for Certification Marks

One of the most effective ways to verify the authenticity of fire safety equipment is to check for certification marks. In many fire safety products must comply with specific standards to ensure reliability. Counterfeit products often lack these certifications.

Common Fire Safety Certifications:

Certification	Region	Description
UL (Underwriters Laboratory)	Global	UL certification is widely recognized for testing and certifying fire safety products.
BSI Kitemark	United Kingdom	A mark that certifies products meet British safety standards, especially in the fire safety sector.
CE Mark	European Union	The CE mark indicates conformity with European safety, health, and environmental protection standards.
NFPA Compliance	United States	Products compliant with National Fire Protection Association (NFPA) codes and standards.

When shopping online, always check the product description and images for these certification marks. If they're missing or look suspicious, avoid purchasing the item.

Research the Seller’s Reputation

Counterfeit fire safety equipment often comes from third-party sellers or lesser-known vendors on major e-commerce platforms. To reduce the chances of buying fake products, always research the seller before making a purchase.

Key Steps to Research Sellers:

·        Check Reviews and Ratings: Read customer reviews and ratings on the seller’s page. Pay close attention to negative reviews that mention fake or low-quality products.

·        Look for Verified Sellers: Some e-commerce platforms have a "verified seller" badge. These sellers are typically vetted by the platform and offer more trustworthy products.

·        Investigate the Seller’s Website: If the seller has an external website, verify its legitimacy. Genuine sellers will have clear contact information, privacy policies, and customer service options.

Watch Out for Suspiciously Low Prices

If a deal seems too good to be true, it probably is. Fake fire safety products are often sold at prices far below market value to lure unsuspecting buyers. While discounts are common in e-commerce, be wary of prices that are significantly lower than average.

Example of Price Comparison:

Product	Average Price (Authentic)	Counterfeit Price (Suspicious)
Fire Extinguisher (5lb)	$35 - $50	$10 - $25
Smoke Detector	$25 - $40	$5 - $16
Fire Blanket	$20 - $30	$5 - $10

In addition to low prices, look out for frequent flash sales or high-discount percentages on fire safety equipment, as this is a tactic used by counterfeiters to move large volumes of fake products quickly.

Marketing post

Analyze the Product Descriptions and Images

Product listings that are poorly written or have minimal descriptions can be a red flag. Authentic fire safety equipment sellers typically provide detailed descriptions with product specifications, certifications, and usage instructions.

Signs of Fake Listings:

·        Spelling and Grammar Errors: Professional sellers rarely make significant errors in their product descriptions.

·        Vague Descriptions: Legitimate sellers will provide detailed information about the product’s specifications, certifications, and usage.

·        Low-Quality Images: Blurry or generic images could indicate the seller is trying to hide the product’s true quality.

Verify Customer Reviews

While checking customer reviews is essential, it’s also important to identify fake reviews, which are commonly used to boost counterfeit products.

How to Spot Fake Reviews:

·        Repetitive Language: If multiple reviews use the same phrases or wording, they might be fake.

·        Overly Positive Feedback: Be cautious if every review is overly positive with no mention of minor issues or downsides.

·        Review Timing: If a product has dozens of reviews all posted within a short time frame, it’s likely that these reviews were paid for or fabricated.

Consider using review-checking tools like Fake spot or Review Meta to assess the authenticity of product reviews on major e-commerce websites.

Pay Attention to Return Policies and Warranties

A reputable seller of fire safety equipment will typically offer a clear return policy and warranty for their products. Counterfeit sellers often avoid offering such policies, as they don’t want to deal with returns or dissatisfied customers.

What to Look For:

·        Return Policy: Ensure there is a reasonable return window (e.g., 30 days) and that the return process is clearly outlined.

·        Warranty: Check if the product comes with a manufacturer’s warranty. Authentic fire safety equipment often includes a warranty for added peace of mind.

·        Customer Support: Verify that the seller provides accessible customer support to address any issues with the product.

Use Trusted E-Commerce Platforms

While counterfeit products can appear on any platform, certain e-commerce websites are known for being more trustworthy due to their stringent seller policies and verification processes. When shopping for fire safety equipment, it’s best to stick to well-established and reputable e-commerce platforms.

Examples of Trusted Platforms:

·        Amazon: Look for "Fulfilled by Amazon" or "Amazon’s Choice" tags for more reliable products.

·        Home Depot: Known for selling genuine home improvement and fire safety products.

·        Lowe’s: Another trusted platform for home and fire safety equipment.

·        Official Manufacturer Websites: If possible, purchase directly from the manufacturer's official online store to guarantee authenticity.

Inspect the Packaging

If you’ve already purchased a product and suspect it may be fake, the packaging can offer clues to its authenticity. Genuine fire safety equipment typically comes in sturdy, well-branded packaging with clear labels, serial numbers, and certification markings.

Signs of Fake Packaging:

·        Poor Quality Materials: Thin, flimsy packaging can indicate a counterfeit product.

·        Missing or Incorrect Logos: Compare the product logo and branding to the official manufacturer's website.

·        Inconsistent Information: If the information on the packaging doesn’t match what’s on the product itself, it’s likely a fake.

See below advertisement, claim software programming & technical support.

This is not possible all OEM authorised only one company for Commissioning & Technical support. Those brands are mentioned in below advertisement, each of them have specific commissioning software with license. How they get ? not possible. Its false or fake.

The most common reasons these types of advertisements are false or fake include:

• Strict OEM Channel Authorizations: OEMs (Original Equipment Manufacturers) typically authorize specific companies on a brand-by-brand basis (e.g., a company might be a certified Siemens or Edwards Partner, but very rarely both for high-end technical support).
• Licensed Software Restriction: Legitimate commissioning, parameterization, and diagnostic software (such as Siemens TIA Portal, Edwards myeddiy, or ABB DriveWindow) are proprietary. They require strictly controlled, paid licenses and vendor-specific training that unauthorized third parties simply do not have access to

Because this claim is highly questionable, it is important to verify the authenticity of the vendor before handing over your valuable equipment. If you want, I can help you verify the legitimacy of this vendor.

🔥 Not everything you see on social media is fire-safety advice.

A viral video, “safety hack,” WhatsApp message, or AI-generated demonstration is not automatically a fire-safety standard.

❌ Water is NOT suitable for every fire.
❌ A fire extinguisher is NOT a solution for every fire.
❌ A Fire NOC does NOT mean a building will remain safe forever.
❌ Elevators should NOT normally be used for evacuation during a fire.
❌ Viral “fire hacks” should NEVER replace professional guidance, training, or approved procedures.

THINK BEFORE YOU SHARE.

Before forwarding fire-safety information, ask:

WHO published it?
WHAT standard supports it?
WHEN was it published?
WHERE does it apply?
IS it applicable to this type of fire/building/equipment?

🔥 Fire safety is not a social-media trend.

It is a matter of life safety, engineering, training, and accountability.

STOP FAKE FIRE-SAFETY CONTENT.

START VERIFIED FIRE-SAFETY COMMUNICATION.