#FactCheck - "Deepfake Video Falsely Claims Justin Trudeau Endorses Investment Project”
Executive Summary:
A viral online video claims Canadian Prime Minister Justin Trudeau promotes an investment project. However, the CyberPeace Research Team has confirmed that the video is a deepfake, created using AI technology to manipulate Trudeau's facial expressions and voice. The original footage has no connection to any investment project. The claim that Justin Trudeau endorses this project is false and misleading.

Claims:
A viral video falsely claims that Canadian Prime Minister Justin Trudeau is endorsing an investment project.

Fact Check:
Upon receiving the viral posts, we conducted a Google Lens search on the keyframes of the video. The search led us to various legitimate sources featuring Prime Minister Justin Trudeau, none of which included promotion of any investment projects. The viral video exhibited signs of digital manipulation, prompting a deeper investigation.

We used AI detection tools, such as TrueMedia, to analyze the video. The analysis confirmed with 99.8% confidence that the video was a deepfake. The tools identified "substantial evidence of manipulation," particularly in the facial movements and voice, which were found to be artificially generated.



Additionally, an extensive review of official statements and interviews with Prime Minister Trudeau revealed no mention of any such investment project. No credible reports were found linking Trudeau to this promotion, further confirming the video’s inauthenticity.
Conclusion:
The viral video claiming that Justin Trudeau promotes an investment project is a deepfake. The research using various tools such as Google Lens, AI detection tool confirms that the video is manipulated using AI technology. Additionally, there is no information in any official sources. Thus, the CyberPeace Research Team confirms that the video was manipulated using AI technology, making the claim false and misleading.
- Claim: Justin Trudeau promotes an investment project viral on social media.
- Claimed on: Facebook
- Fact Check: False & Misleading
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Executive Summary:
A video showing poor runway visibility from inside an aircraft cockpit is being widely shared on social media, linking it to an alleged aircraft accident involving Maharashtra Deputy Chief Minister Ajit Pawar in Baramati on January 28, 2025. Users claim that the footage captured the final moments before the crash, suggesting that the runway visibility disappeared just seconds before landing. However, research conducted by the CyberPeace found the viral claim to be misleading. The research revealed that the video has no connection to any aircraft accident involving Deputy Chief Minister Ajit Pawar. In reality, the video dates back to 2013 and shows a pilot attempting to land an aircraft amid heavy rain. During the approach, the runway briefly disappears from the pilot’s view, prompting the pilot to abort the landing and execute a go-around. The aircraft later lands safely after weather conditions improve.
Claim
An Instagram user shared the viral video on January 29, 2026, claiming:“Baramati plane crash: video of the aircraft accident surfaces. Runway disappears just three seconds before landing.” (The link to the post, its archived version, and screenshots are provided below.)

Fact Check
To verify the claim, we extracted keyframes from the viral video and conducted a reverse image search using Google Lens. The search led us to the same video uploaded on a YouTube channel named douglesso, which was published on June 12, 2013. (Footage link and screenshot available below.)

Further research led us to a report published by the American media website CNET, which featured the same visual. According to the report, the video shows a Boeing Business Jet attempting to land during heavy rainfall. The aircraft was conducting a CAT I Instrument Landing System (ILS) approach when a sudden downpour drastically reduced visibility at decision height. As the runway briefly disappeared from view, the pilots aborted the landing and carried out a go-around. The aircraft later landed safely once weather conditions improved. (The link to the CNET report and its screenshot are provided below.)
- https://www.cnet.com/culture/this-is-what-happens-when-a-plane-is-landing-and-the-runway-disappears/

Conclusion
Our research confirms that the video circulating on social media is unrelated to any recent aircraft accident involving Maharashtra Deputy Chief Minister Ajit Pawar. The clip is an old video from 2013, which is now being shared with a false and misleading claim.

Introduction
Robotic or Robo dogs are created to resemble dogs in conduct and appearance, usually comprising canine features including barking and wagging tails. Some examples include Rhex (hexapod robot), Littledog and BigDog (created by Boston Dynamics robot). Robodogs, on the whole, can even respond to commands and look at a person with large LED-lit puppy eyes.
A four-legged robotic solution was recently concluded through its foremost successful radiation protection test inside the most extensive experimental area at the European Organization for Nuclear Research known as CERN. Each robot created at CERN is carefully crafted to fulfil exceptional challenges and complement each other. Unlike the previous wheeled, tracked or monorail robots, the robodogs will be capable of penetrating unexplored dimensions of the caverns, expanding the spectrum of surroundings that CERN robots can act as a guide. Also, Incorporating the robodog with the existing monorail robots in the Large Hadron Collider (LHC) tunnel will expand the range of places available for monitoring and supervision, improving the security and efficiency of the operation of CERN. Lenovo too has designed a six-legged robot called the "Daystar Bot GS" to be launched this year, which promises "comprehensive data collection."
Use of Robodogs in diverse domains
Due to the enhancement of Artificial Intelligence (AI), robodogs can be a boon for those with exceptional requirements. The advantage of AI is the dependability of its features, which can be programmed to answer certain commands detailed to the user.
In the context of health and well-being, they can be useful if they are programmed to take care of a person with distinct or special requirements (elderly person or visually impaired person). For this reason, they are considered more advantageous than the real dogs. Recently, New Stanford has designed robodogs that can perform several physical activities, including dancing and may also one day assist in putting pediatric patients in comfort during their hospital stays. Similarly, the robodog, "Pupper", is a revamped version of another robotic dog designed at Stanford called "Doggo", an open-source bot with 3D printed elements that one could create on a fairly small budget. They were also created to interact with humans. Furthermore, Robots as friends are a more comfortable hop for the Japanese. The oldest and most successful social robot in Japan is called "Paro", resembling an ordinary plush toy that can help in treating depression, stress, anxiety and also mood swings in a person. Following 1998, several Paro robots were exported overseas and put into service globally, reducing stress among children in ICUs, treating American veterans suffering from Post Traumatic Stress Disorder (PTSD), and assisting dementia patients.
Post-pandemic, the Japanese experiencing loneliness and isolation have been clinging to social robots for mind healing and comfort. Likewise, at a cafe in Japan, proud owners of the AI-driven robot dog "Aibo" have pawed its course into the minds and hearts of the people. Presently, robots are replacing the conventional class guinea pig or bunny at Moriyama Kindergarten in the central Japanese city of Nagoya. According to the teachers here, the bots apparently reduce stress and teach kids to be more humane.
In the security and defence domain, the unique skills of robodogs allow them to be used in hazardous and challenging circumstances. They can even navigate through rugged topography with reassurance to save stranded individuals from natural catastrophes. They could correspondingly help with search and rescue procedures, surveillance, and other circumstances that could be dangerous for humans. Researchers or experts are still fine-tuning the algorithm to develop them by devising the technology and employing affordable off-shelf robots that are already functional. Robodogs are further used for providing surveillance in hostage crises, defusing bombs, besides killing people to stop them from attacking other individuals. Similarly, a breakthrough in AI is being tested by the Australian military that reportedly allows soldiers to control robodogs solely with their minds. Cities like Florida and St. Petersburg also seem bound to keep police robodogs. The U.S. Department of Homeland Security is further seeking plans to deploy robot dogs at the borderlands. Also, the New York City Police Department (NYPD) intends to once again deploy four-legged 'Robodogs' to deal with high-risk circumstances like hostage negotiations. The NYPD has previously employed alike robodogs for high-octane duties in examining unsafe environments where human officers should not be exposed. The U.S. Marine Corps is additionally experimenting with a new breed of robotic canine that can be helpful in the battleground, enhance the safety and mobility of soldiers, and aid in other tasks. The Unitree Go1 robot dog (Nicknamed GOAT-Grounded Open-Air Transport) by the Marines is a four-legged machine that has a built-in AI system, which can be equipped to carry an infantry anti-armour rocket launcher on its back. The GOAT robot dog is designed to help the Marines move hefty loads, analyse topography, and deliver fire support in distant and dangerous places.
However, on the contrary, robodogs may pose ethical and moral predicaments regarding who is accountable for their actions and how to ensure their adherence to the laws of warfare. This may further increase security and privacy situations on how to safeguard the data of the robotic dogs and contain hacking or sabotage.
Conclusion
Teaching robots to traverse the world conventionally has been an extravagant challenge. Though the world has been seeing an increase in their manufacturing, it is simply a machine and can never replace the feeling of owning a real dog. Designers state that intelligent social robots will never replace humans, though robots provide the assurance of social harmony without social contact. Also, they may not be capable of managing complicated or unforeseen circumstances that need instinct or human decision-making. Nevertheless, owning robodogs in the coming decades is expected to become even more common and cost-effective as they evolve or advance with new algorithms being tested and implemented.
References:
- https://home.cern/news/news/engineering/introducing-cerns-robodog
- https://news.stanford.edu/2023/10/04/ai-approach-yields-athletically-intelligent-robotic-dog/
- https://nypost.com/2023/02/17/combat-ai-robodogs-follow-telepathic-commands-from-soldiers/
- https://www.popsci.com/technology/parkour-algorithm-robodog/
- https://ggba.swiss/en/cern-unveils-its-innovative-robodog-for-radiation-detection/
- https://www.themarshallproject.org/2022/12/10/san-francisco-killer-robots-policing-debate
- https://www.cbsnews.com/news/robo-dogs-therapy-bots-artificial-intelligence/
- https://news.stanford.edu/report/2023/08/01/robo-dogs-unleash-fun-joy-stanford-hospital/
- https://www.pcmag.com/news/lenovo-creates-six-legged-daystar-gs-robot
- https://www.foxnews.com/tech/new-breed-military-ai-robo-dogs-could-marines-secret-weapon
- https://www.wptv.com/news/national/new-york-police-will-use-four-legged-robodogs-again
- https://www.dailystar.co.uk/news/us-news/creepy-robodogs-controlled-soldiers-minds-29638615
- https://www.newarab.com/news/robodogs-part-israels-army-robots-gaza-war
- https://us.aibo.com/

Introduction
Assisted Reproductive Technology (“ART”) refers to a diverse set of medical procedures designed to aid individuals or couples in achieving pregnancy when conventional methods are unsuccessful. This umbrella term encompasses various fertility treatments, including in vitro fertilization (IVF), intrauterine insemination (IUI), and gamete and embryo manipulation. ART procedures involve the manipulation of both male and female reproductive components to facilitate conception.
The dynamic landscape of data flows within the healthcare sector, notably in the realm of ART, demands a nuanced understanding of the complex interplay between privacy regulations and medical practices. In this context, the Information Technology (Reasonable Security Practices And Procedures And Sensitive Personal Data Or Information) Rules, 2011, play a pivotal role, designating health information as "sensitive personal data or information" and underscoring the importance of safeguarding individuals' privacy. This sensitivity is particularly pronounced in the ART sector, where an array of personal data, ranging from medical records to genetic information, is collected and processed. The recent Assisted Reproductive Technology (Regulation) Act, 2021, in conjunction with the Digital Personal Data Protection Act, 2023, establishes a framework for the regulation of ART clinics and banks, presenting a layered approach to data protection.
A note on data generated by ART
Data flows in any sector are scarcely uniform and often not easily classified under straight-jacket categories. Consequently, mapping and identifying data and its types become pivotal. It is believed that most data flows in the healthcare sector are highly sensitive and personal in nature, which may severely compromise the privacy and safety of an individual if breached. The Information Technology (Reasonable Security Practices And Procedures And Sensitive Personal Data Or Information) Rules, 2011 (“SPDI Rules”) categorizes any information pertaining to physical, physiological, mental conditions or medical records and history as “sensitive personal data or information”; this definition is broad enough to encompass any data collected by any ART facility or equipment. These include any information collected during the screening of patients, pertaining to ovulation and menstrual cycles, follicle and sperm count, ultrasound results, blood work etc. It also includes pre-implantation genetic testing on embryos to detect any genetic abnormality.
But data flows extend beyond mere medical procedures and technology. Health data also involves any medical procedures undertaken, the amount of medicine and drugs administered during any procedure, its resultant side effects, recovery etc. Any processing of the above-mentioned information, in turn, may generate more personal data points relating to an individual’s political affiliations, race, ethnicity, genetic data such as biometrics and DNA etc.; It is seen that different ethnicities and races react differently to the same/similar medication and have different propensities to genetic diseases. Further, it is to be noted that data is not only collected by professionals but also by intelligent equipment like AI which may be employed by any facility to render their service. Additionally, dissemination of information under exceptional circumstances (e.g. medical emergency) also affects how data may be classified. Considerations are further nuanced when the fundamental right to identity of a child conceived and born via ART may be in conflict with the fundamental right to privacy of a donor to remain anonymous.
Intersection of Privacy laws and ART laws:
In India, ART technology is regulated by the Assisted Reproductive Technology (Regulation) Act, 2021 (“ART Act”). With this, the Union aims to regulate and supervise assisted reproductive technology clinics and ART banks, prevent misuse and ensure safe and ethical practice of assisted reproductive technology services. When read with the Digital Personal Data Protection Act, 2023 (“DPDP Act”) and other ancillary guidelines, the two legislations provide some framework regulations for the digital privacy of health-based apps.
The ART Act establishes a National Assisted Reproductive Technology and Surrogacy Registry (“National Registry”) which acts as a central database for all clinics and banks and their nature of services. The Act also establishes a National Assisted Reproductive Technology and Surrogacy Board (“National Board”) under the Surrogacy Act to monitor the implementation of the act and advise the central government on policy matters. It also supervises the functioning of the National Registry, liaises with State Boards and curates a code of conduct for professionals working in ART clinics and banks. Under the DPDP Act, these bodies (i.e. National Board, State Board, ART clinics and banks) are most likely classified as data fiduciaries (primarily clinics and banks), data processors (these may include National Board and State boards) or an amalgamation of both (these include any appropriate authority established under the ART Act for investigation of complaints, suspend or cancellation of registration of clinics etc.) depending on the nature of work undertaken by them. If so classified, then the duties and liabilities of data fiduciaries and processors would necessarily apply to these bodies. As a result, all bodies would necessarily have to adopt Privacy Enhancing Technologies (PETs) and other organizational measures to ensure compliance with privacy laws in place. This may be considered one of the most critical considerations of any ART facility since any data collected by them would be sensitive personal data pertaining to health, regulated by the Information Technology (Reasonable Security Practices And Procedures And Sensitive Personal Data Or Information) Rules, 2011 (“SPDI Rules 2011”). These rules provide for how sensitive personal data or information are to be collected, handled and processed by anyone.
The ART Act independently also provides for the duties of ART clinics and banks in the country. ART clinics and banks are required to inform the commissioning couple/woman of all procedures undertaken and all costs, risks, advantages, and side effects of their selected procedure. It mandatorily ensures that all information collected by such clinics and banks to not informed to anyone except the database established by the National Registry or in cases of medical emergency or on order of court. Data collected by clinics and banks (these include details on donor oocytes, sperm or embryos used or unused) are required to be detailed and must be submitted to the National Registry online. ART banks are also required to collect personal information of donors including name, Aadhar number, address and any other details. By mandating online submission, the ART Act is harmonized with the DPDP Act, which regulates all digital personal data and emphasises free, informed consent.
Conclusion
With the increase in active opt-ins for ART, data privacy becomes a vital consideration for all healthcare facilities and professionals. Safeguard measures are not only required on a corporate level but also on a governmental level. It is to be noted that in the 262 Session of the Rajya Sabha, the Ministry of Electronics and Information Technology reported 165 data breach incidents involving citizen data from January 2018 to October 2023 from the Central Identities Data Repository despite publicly denying. This discovery puts into question the safety and integrity of data that may be submitted to the National Registry database, especially given the type of data (both personal and sensitive information) it aims to collate. At present the ART Act is well supported by the DPDP Act. However, further judicial and legislative deliberations are required to effectively regulate and balance the interests of all stakeholders.
References
- The Information Technology (Reasonable Security Practices And Procedures And Sensitive Personal Data Or Information) Rules, 2011
- Caring for Intimate Data in Fertility Technologies https://dl.acm.org/doi/pdf/10.1145/3411764.3445132
- Digital Personal Data Protection Act, 2023
- https://www.wolterskluwer.com/en/expert-insights/pharmacogenomics-and-race-can-heritage-affect-drug-disposition