{"id":5732,"date":"2025-11-07T11:56:17","date_gmt":"2025-11-07T14:56:17","guid":{"rendered":"https:\/\/matrixgo.ai\/?p=5732"},"modified":"2025-11-07T11:56:17","modified_gmt":"2025-11-07T14:56:17","slug":"como-identificar-videos-criados-por-inteligencia-artificial","status":"publish","type":"post","link":"https:\/\/matrixgo.ai\/en\/como-identificar-videos-criados-por-inteligencia-artificial\/","title":{"rendered":"How to identify videos created by Artificial Intelligence"},"content":{"rendered":"

MATRIX GO in the MEDIA
Original article at: IG: https:\/\/tecnologia.ig.com.br\/dicas\/2025-11-07\/como-identificar-videos-criados-por-inteligencia-artificial.html<\/a><\/p>\n\n\n\n

Amid the approach of a new election year in Brazil and the growing spread of\u00a0manipulated videos<\/strong>\u00a0On social media, experts warn that content generated by\u00a0Artificial Intelligence (AI)<\/strong>\u00a0These videos are becoming increasingly realistic and difficult to identify with the naked eye.\u00a0deepfakes<\/strong>They can influence public opinion and spread...\u00a0misinformation<\/strong>\u00a0and even interfere in political and judicial decisions.<\/p>\n\n\n\n

An AI-generated video is not captured by cameras, but produced by... algorithms<\/strong> known as generative models<\/strong>. \u201cThese systems learn to create scenes, people, and sounds from text descriptions or still images.<\/em>\u201d, he explains to iG Portal<\/strong> Dhigo Correa<\/strong>, guest professor of the MBA in Information, Technology and Innovation at UFSCar.<\/p>\n\n\n\n

According to him, the difference is that, although they seem real, these videosThey are completely synthetic.<\/em>"Even so, the most advanced systems have difficulty reproducing this in a natural way."the three-dimensional movement and the coherence of the scenery<\/em>\u201d.<\/p>\n\n\n\n

To\u00a0Nicola Sanchez<\/strong>, CEO of Matrix Go<\/a>The principle is similar.Instead of cameras, actors, and physical sets, AI uses textual, audio, or visual data to generate each frame. This allows for the production of completely synthetic and realistic content, based solely on descriptions.<\/em>\u201d, he comments in an interview with\u00a0iG<\/strong>.<\/p>\n\n\n\n

How can the public test the veracity?<\/h2>\n\n\n\n

Despite the high level of realism, there are noticeable clues.Incorrect body movements, hands passing through objects, or shadows that don't follow the light correctly are clear signs.<\/em>\u201c,\u201d says Correa. He also cites expressions \u201cmechanics<\/em>"such as smiles that don't affect the eyes, or blinks that are too synchronized."<\/p>\n\n\n\n

Sanchez adds that distortions<\/strong> In contrasting shadows and very smooth transitions are also indicators of flaws in objects.In terms of sound, excessively clean voices, lacking natural breath control or variation in intonation, create a feeling of uniformity and... artificiality<\/strong> <\/em>"He states."<\/p>\n\n\n\n

Voice cloning is another challenge.Today it's possible to generate fake human voices with just a few seconds of recording, imitating the tone and accent of any person.<\/em>\u201c,\u201d explains Correa. According to him, AI-generated audio usually has \u201cConstant volume, artificial pauses, and a lack of genuine emotion.<\/em>\u201d.<\/p>\n\n\n\n

Sanchez adds that the public can perceive \u201cexcessively uniform pauses and absence of small, natural speech flaws.<\/em>"These details are, for now, the main difference between the real and the..." synthetic<\/strong>.<\/p>\n\n\n\n

Correa recommends the \u201cThe three-perspective method<\/em>":<\/p>\n\n\n\n

    \n
  • Technical perspective<\/strong>\u00a0\u2013 Use tools like InVID to extract frames and perform reverse image searches;<\/li>\n\n\n\n
  • Logical perspective<\/strong>\u00a0\u2013 assess whether the content makes sense, observing shadows, proportions, and coherence;<\/li>\n\n\n\n
  • Contextual perspective<\/strong>\u00a0\u2013 check if news outlets or fact-checking agencies have published the same information.<\/li>\n<\/ul>\n\n\n\n

    Sanchez reinforces the importance of seeking out the original source.Be wary of videos that look perfect but lack verifiable documentation.<\/em>"He states."<\/p>\n\n\n\n

    Tools for verifying authenticity<\/h2>\n\n\n\n

    Among the free resources that help verify videos are...\u00a0Invid<\/strong>\u00a0&\u00a0WeVerify<\/strong>, used by journalists to extract frames and metadata from videos; the\u00a0Verify<\/strong>, from the Content Authenticity Initiative, which shows originating digital signatures; and the\u00a0Google News Initiative (GNI)<\/strong>, which offers training and guides on fact-checking.<\/p>\n\n\n\n

    Sanchez also cites specialized platforms such as Reality Defender<\/strong> and Hive Moderation<\/strong>, which use pixel patterns and metadata to detect inconsistencies.<\/p>\n\n\n\n

    With technological advancements, distinguishing the real from the fake will become an increasingly greater challenge.The trend is for this distinction to depend more on automated authentication systems than on the human eye.<\/em>\u201csays Sanchez.<\/p>\n\n\n\n

    Correa cites tools such as UNITE<\/strong>, developed by Google and the University of California, and the L3DE<\/strong>, which analyze lighting, temporal coherence, and the laws of physics in videos.The human eye may not perceive it, but machines will still be able to identify the flaws in other machines.<\/em>"He states."<\/p>\n\n\n\n

    The risks and Brazilian legislation<\/h2>\n\n\n\n

    Experts emphasize that sharing fake videos can have serious consequences.This content can be used for defame<\/strong> people, apply scams<\/strong> and even interfere in elections<\/em>\u201cCorrea warns.<\/p>\n\n\n\n

    In Brazil, the Superior Electoral Court (TSE) already prohibits the use of fake videos<\/strong> or manipulated<\/strong> AI in campaigns and requires visible warnings on artificially generated content. Projects such as PL 2.630\/2020, known as \u201cFake News Bill<\/strong>\u201d, and Bill 146\/2024, which proposes more severe penalties for the use of deepfakes<\/strong> for illicit purposes.<\/p>\n\n\n\n

    Sanchez recalls that the Brazilian Internet Bill of Rights<\/strong> and the General Data Protection Law (LGPD)<\/strong> They already allow for civil and criminal liability in cases of misuse of AI.<\/p>\n\n\n\n

    As the use of AI advances, the debate about transparency and digital accountability gains momentum. Identifying fake videos is now a matter of... information security<\/strong> And, during election periods, it is a determining factor in preserving the integrity of the vote and public trust in institutions.<\/p>","protected":false},"excerpt":{"rendered":"

    Our CEO shares tips on how to avoid being fooled by AI!<\/p>","protected":false},"author":26,"featured_media":5735,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","_joinchat":[],"footnotes":""},"categories":[642,39,373],"tags":[70,374,582,217,685,72,54,404,684,669,81,683],"class_list":["post-5732","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia","category-inteligencia-artificial","category-tecnologia","tag-ai","tag-deepfake","tag-fake-news","tag-ia","tag-ig","tag-inteligencia-artificial","tag-matrix","tag-matrix-go","tag-midia","tag-nicola-sanchez","tag-tecnologia","tag-videos"],"acf":[],"yoast_head":"\nComo identificar v\u00eddeos criados por Intelig\u00eancia Artificial - Matrix Go<\/title>\n<meta name=\"description\" content=\"Como identificar v\u00eddeos criados por Intelig\u00eancia Artificial! 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