Digital models modified Flávio Bolsonaro’s event photography to artificially expand audiences and simulate support from female voters.

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The Brazilian presidential election has become an arena for modern, dirty digital tactics. Senator Flávio Bolsonaro, representing the Liberal Party (PL), has centered his campaign strategy around coordinated digital reach and automated content production.

RELATED: UN Experts Raise Concerns Over Meta’s Handling of Political Expression During Brazil Elections

Rather than working as a traditional political campaign of physical rallies, the operation relies heavily on digital distribution infrastructure across social media platforms.

Flávio’s strategy operates through two main mechanisms. First, the campaign uses synthetic consensus tools, automated social media accounts, AI image generation, and digital avatars to simulate organic public backing.

Second, the campaign benefits from algorithmic distribution asymmetries on digital platforms, which amplify far-right material while placing system restrictions on competing political content.

Collected evidence by independent researchers, journalism networks, and electoral authorities indicates that systemic digital manipulation and platform-level infrastructure played a decisive role in shaping voter perception and electoral engagement in Brazil.

Industrial Bot Networks

A core component of Flávio Bolsonaro’s digital strategy involves the commercial purchase of automated networks designed to manufacture artificial public support.

An investigation by The Intercept Brazil revealed that Flávio Bolsonaro paid Elytron, a cybersecurity firm, to carry out data collection and voter identification to spread rumors and create fake accounts.

These automated tools operate primarily across WhatsApp, Instagram, and X, generating synchronized posts and artificial engagement to bypass standard organic distribution patterns.

This infrastructure uses astroturfing techniques to alter online public discourse. By deploying thousands of automated accounts programmed to post identical messaging scripts, the campaign artificially inflates engagement metrics, pushes specific political hashtags into regional trending lists, and floods comment sections on public news pages.

This creates a false impression of widespread popular momentum, designed to sway undecided voters through perceived consensus.

Technical evaluations submitted during electoral court proceedings reveal the scope of these automated operations. Data presented to electoral monitors shows coordinated account clusters posting at frequencies humanly impossible without software automation.

🚨 BREAKING: Flávio Bolsonaro paid R$600,000 to a company that offered AI to manipulate elections, according to Intercept Brasil. pic.twitter.com/eFcRp74vNw

— Pop Core (@TheePopCore) October 16, 2026

Deepfakes, AI Avatars, Demographic Manipulation

Various social organizations and media outlets have denounced the deployment of AI image and video generation tools as another facet of Flávio Bolsonaro’s digital strategy.

A prominent example occurred during campaign launch events, where the campaign broadcast an AI-generated digital avatar of former president Jair Bolsonaro endorsing his son’s candidacy. This technique allowed the campaign to maintain the political presence of the former president Bolsonaro in public events despite judicial rulings restricting his direct participation in political activities.

In addition, the campaign used AI tools to manipulate visual documentation of campaign gatherings. Documented instances show event photography processed through image generation models to alter crowd compositions.

These AI modifications included scaling up crowd sizes to exaggerate physical attendance and digitally swapping male attendees with female faces. The primary objective of this demographic engineering was to simulate broader support among female voters, a demographic group where polling data consistently showed lower support for the candidate.

An investigation by a Brazilian media outlet identified more than 50 TikTok videos altered using AI, specifically on-the-street interviews in which subjects claimed they would vote for Flávio Bolsonaro. These videos garnered over 7 million views, yet in only 18% of them did the platform indicate that the individuals featured were AI-generated.

While Brazilian law prohibits the use of AI-generated videos in political campaigns, it is difficult to determine when such content is created by third parties with no direct affiliation to the campaigns.

Due to a lack of female supporters, Brazilian presidential candidate Flávio Bolsonaro has resorted to using AI to transform middle-aged men into attractive young women.

This AI-generated creation has been dubbed the "Bolsonaro Bombshell." pic.twitter.com/ap1ecKou9K

— Vatnik Soup (@vatniksoup) October 20, 2026

Disinformation and Aggressive Public Discourse

Flávio Bolsonaro’s public communications strategy relies heavily on coordinated attack campaigns directed against President Luiz Inácio Lula da Silva and the Workers’ Party (PT).

The Flávio campaign’s public messaging routinely utilizes sensationalist allegations and targeted attacks. Online networks affiliated with the campaign circulate manufactured claims regarding public safety, economic stability, and social values, framing the current administration in terms of moral crisis.

On Sunday the 18th, the public debate between the two candidates took place, and Flávio Bolsonaro spent most of his time attacking Lula during his turns to speak.

Throughout the debate, Flávio was sarcastic and mocking toward President Lula; he attempted to intimidate him physically, to which Lula responded by moving away, stating that he did not want to be near either Flávio or the Bolsonaro family.

Furthermore, when the discussion turned to public safety, Flávio claimed that Lula is the preferred candidate of organized crime, pointing out that Lula received a large number of votes from within the country’s prisons. Lula replied, “I want 100% of them to vote for me -even your father,” a reference to the fact that Jair Bolsonaro is currently incarcerated.

This aggressive messaging strategy directly impacts the broader political environment. By flooding public discourse with inflammatory claims, the campaign creates heightened polarization, distracts from substantive legislative evaluations, and systematically delegitimizes established democratic processes and electoral monitoring bodies.

Hundreds of Brazilians protested outside Meta’s São Paulo offices, accusing the technology giant of limiting President Luiz Inácio Lula da Silva’s campaign reach while boosting far-right candidate Flávio Bolsonaro, just six days before the presidential runoff. The demonstration… pic.twitter.com/KRAxExFjMO

— teleSUR English (@telesurenglish) October 20, 2026

Meta’s Structural Bias in the Campaign

The Brazilian presidential race was shaped by asymmetries within Meta’s platforms, including Instagram, WhatsApp, and Facebook.

Filings submitted to the Superior Electoral Court (TSE, in Spanish) by President Luiz Inácio Lula da Silva’s legal team documented clear disparities in how content from both campaigns was handled by the different platforms.

A primary issue involved Meta’s generative AI features. When users requested campaign materials incorporating Lula’s official ballot number, 13, the system repeatedly rejected the prompts, citing political content restrictions. Conversely, identical requests containing Flávio Bolsonaro’s candidate number, 22, were routinely processed, generating promotional material for the far-right campaign.

In other instances, the AI tool inserted Bolsonaro’s electoral number into completely unrelated image requests. Following formal complaints, the Superior Electoral Court ordered Meta to ensure equal treatment. Meta attributed these outcomes to technical errors and implemented broad restrictions on political image generation.

Internal Meta communications revealed that technical errors caused Lula’s official Instagram profile to be excluded from platform search results and recommendation engines, while Flávio Bolsonaro’s profile remained fully discoverable and actively recommended to users. Furthermore, internal technical escalations confirmed that temporary account restrictions had hindered the reach of Lula’s messaging assets.

WHO'S THE REAL THIEF? LULA CHALLENGES BOLSONARO TO SHOW RECORDS

Ahead of Brazil’s presidential election, Brazilian President Lula da Silva publicly challenged rival Flávio Bolsonaro to open his bank accounts, release his phone records, and let the Brazilian people decide who… pic.twitter.com/U6Ge0yOV6A

— Sovereign Media (@sov_media) October 21, 2026

Regulatory Imperatives and Popular Sovereignty

The execution of Flávio Bolsonaro’s digital presidential campaign illustrates the evolving mechanics of far-right electoral operations.

By combining commercial bot procurement, generative AI deepfakes, coordinated public attacks, and platform-level algorithmic advantages, the campaign constructed a heavily synthetic media environment designed to influence voter perception.

These developments underscore the limitations of existing legal and regulatory frameworks in addressing digital campaign manipulation. While judicial interventions by the Superior Electoral Court forced technical corrections, reactive oversight remains insufficient to counteract real-time automated suppression and algorithmic imbalance.

Protecting democratic processes requires structural regulatory reform, including mandatory algorithmic transparency, strict auditing of generative AI systems, and clear accountability standards for global technology corporations operating within national borders.

Exposing the mechanics of digital manipulation through independent research and data-driven journalism remains essential to safeguarding electoral integrity against automated distortion and platform bias.

Sources: Brasil de Fato – Agência Brasil – Gov.br – O Globo – Folha de S.Paulo – O Estado de S.Paulo – El País – CNN Brasil – EFE – Instituto Tricontinental – La Base América Latina – Diario Red – The Intercept – El Salto

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The commander of an interceptor battalion in Ukraine’s 3rd Army Corps said his unit destroyed several thousand Russian aerial targets during Operation Vivaldi, ArmyInform, the Defense Ministry’s news agency, reported on 21 October.

Operation Vivaldi is a Ukrainian counteroffensive north of Lyman in Donetsk Oblast, where the 3rd Army Corps has reported liberating settlements. In its third phase, Ukrainian forces reclaimed five settlements and expanded their gains to 176 square kilometers. Strikes on Russian logistics and electronic warfare likely neutralized Russia’s drone defenses before Ukraine sent in armor, the Institute for the Study of War assessed.

The commander, who uses the callsign “Betsyk,” leads the interceptor battalion of the 1030th Anti-Aircraft Missile-Artillery Regiment “Aquila,” part of the 3rd Army Corps. He said Russian forces deployed large numbers of reconnaissance drones to locate Ukrainian positions after the corps began advancing.

Betsyk named Zala, Orlan, Supercam, Merlin, and Knyaz Veshchiy Oleg among the reconnaissance drones used by Russian forces.

Russia also brought in reinforcements and units operating strike drones, including first-person-view (FPV) quadcopters, Molniya fixed-wing FPV drones, and Lancet crews, he said. At one stage, Russian forces deployed crews from their Rubicon drone unit to disrupt the advance, but the move did not change the situation.

Betsyk said his battalion’s work deprived Russian forces of the ability to strike Ukrainian troops and track their movements.

Jet-powered Shaheds: speed is the main challenge

The regiment also works against Russian strike drones heading for targets behind the front line. Betsyk said interceptor crews had destroyed some jet-powered drones, but not in significant numbers.

The main difficulty is speed, he said. Interceptor drones need to reach 500–600 km/h to intercept Russian jet-powered attack drones, according to Betsyk.

For now, the regiment mainly uses conventional air-defense systems against these targets: self-propelled anti-aircraft systems, surface-to-air missile systems, and portable surface-to-air missile systems. Betsyk said these systems were historically designed to engage jet-powered targets.

He compared the current challenge with the early use of piston-powered Shaheds. Those drones initially posed a serious threat but later became easier for Ukrainian air defenses to counter. Russia has largely stopped using piston-powered Shaheds on most fronts since summer, he said, but continues to use piston-powered Gerbera drones, which are relatively cheap and can partly exhaust Ukrainian air defenses. The main drones Russian forces use now are jet-powered Shaheds, he said.

Betsyk expects Russian forces to adapt if Ukraine fields effective interceptors against jet-powered drones. They will seek ways to evade the interceptors, increase speed, improve navigation, and change their tactics, he said. However, he added that the battalion had not observed a major evolution so far and did not expect the drones’ speed to double.

What the corps says Vivaldi achieved

Separately, 3rd Army Corps commander Andrii Biletskyi said Ukrainian forces retook 277 square kilometers and 16 settlements during Operation Vivaldi, Ukrainska Pravda reported. Biletskyi also said Russian losses exceeded 8,000 personnel, according to ArmyInform. These figures are Ukrainian claims and have not been independently verified.

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Elon Musk ordered the speed cap on Starshield, the military version of SpaceX’s Starlink network that Ukraine’s drones rely on, The Wall Street Journal reported on 20 October. Earlier, Musk said that such limits are decided by the US military and “ultimately POTUS.” Speaking to reporters in Eau Claire, Wisconsin, on 20 October, according to WSJ, US Defense Secretary Pete Hegseth said, “We haven’t made any directives or anything like that,” CBS News reported.

For a week, no one with a hand on the system said the decision was theirs. Musk pointed to the US military and the president, and Trump said he did not know who it was. Meanwhile, Ukrainian officials said the cap has hampered the drones they use to intercept Russian Shaheds and to strike Russian forces in occupied territory. Kyiv says the cap remains in place, and at about 160 km/h it makes intercepting jet-powered drones and missiles that fly about twice as fast virtually impossible.

Musk spoke with administration officials, including Trump, before the cap, a source says

Musk capped the speeds at which Ukrainian hardware could stay connected to the network, people familiar with the matter told WSJ. The slowdown, which began on 14 October, left some of Ukraine’s strike and interceptor drones virtually useless, WSJ said.

WSJ’s sources differ on Trump’s role. Some US officials said Musk acted on his own and that Trump did not specifically order any retribution against Ukraine. One person said Musk spoke with several senior administration officials, Trump among them, before imposing the cap. Two people said Musk and Trump discussed the decision by phone soon after the slowdown became public.

During the uproar, SpaceX representatives called White House counterparts. They asked for a shared message that the company and the administration had coordinated before Musk’s directive, the people said. The White House ran an informal inquiry into who ordered the slowdown, WSJ said.

Musk held several conversations with administration officials before the order to understand the president’s thinking, CBS reported, citing sources. He dislikes his company being seen as profiting from the war, and it is unclear how his order was carried out, CBS said.

Musk pointed at the US military over Ukraine’s satellite limits. Now a US official says the administration had nothing to do with them

Hegseth points to Starlink’s terms of service

Hegseth said the US had not pulled anything back. He said Starlink “has the option” to make decisions under its terms of service, and that from the Pentagon’s view nothing had changed, CBS reported.

Speaking to reporters as he left the White House on 16 October, Trump said he did not think either he or Musk was responsible, The Telegraph reported. On 19 October, he said, “I don’t know who it was, but I’d like to find out.”

Last week, a bipartisan group of senators asked the Pentagon’s inspector general to investigate whether officials “directed” or “authorized” changes to Starlink and Starshield services and intelligence sharing affecting Ukraine.

Earlier reports pointed at the White House

On 15 October, Reuters reported that the order came from inside the White House. The officials said Pentagon leaders received a message that the Starshield service for Ukraine’s military needed to be slowed, but did not say who made the decision or who carried it out. A senior US official said “No such request was ever made by the president.”

On 16 October, The Telegraph reported, citing four sources, that Musk approached Trump with the idea of the speed limits. One of the sources said Trump agreed.

Analysts and Kyiv say the cap is still in place

Michael Kofman, a war analyst at the Carnegie Endowment, said, according to WSJ, that Ukrainian strike and interceptor drones remain limited to 160 km/h. He said actual connections run below 130 km/h, which still hampers strikes and air defense.

On 20 October, Ukraine’s top diplomat in Washington, Denys Sienik, said Kyiv was still waiting for answers from the Pentagon and SpaceX, WSJ reported.

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Il rapporto con le donne del presidente degli Stati Uniti, Donald Trump, è da sempre complicato. Cause aperte, accuse di molestie, offese pubbliche, intimidazioni (è stato anche condannato per ricatto). Per questo, e molto altro, una fascia elettorale in cui non gode di consenso è quella del voto femminile. A poco meno di un mese dalle elezioni di midterm, i sondaggi di Reuters e Ipsos indicano che solo il 32% delle donne voterà i repubblicani. I report del Washington Post e ABC News sostengono che il 61% voterà per i democratici.

E, siccome è un voto che pesa, Trump ha iniziato una strategia per provare a conquistare l’approvazione delle donne. Il piano si centra nel ruolo della moglie, Melania Trump, fino ad ora lontana dai riflettori.

Questa settimana l’ex modella ha presentato dai giardini della Casa Bianca un nuovo programma dedicato alla cura e prevenzione della salute femminili. Ad accompagnarla, in un angolo, il marito. Non sono ancora stati diffusi dettagli su quante risorse economiche saranno dedicate, ma la first lady ha assicurato che ci sarà un decreto esecutivo per avviare subito l’iniziativa.

Il programma consta di cinque pilastri, a cominciare con il trattamento di malattie che affliggono specialmente le donne. “Il secondo aspetto – ha spiegato Melania – sarà l’applicazione della ‘superintelligenza’ (in riferimento all’intelligenza artificiale, ndr) per migliorare la comprensione della biologia femminile e accelerare le scoperte mediche, in beneficio delle donne”.

Successivamente ci sarà un processo per guidare terapie promettenti dai laboratori fino a paziente donne, seguendo rigidi protocolli di sicurezza. Il quarto punto sarà assicurare che i progressi medici siano accessibili alle donne, indipendentemente dalla posizione economica. In fine, il programma si dedicherà alla formazione delle nuove generazioni perché parlino in maniera aperta e con compassione di molte malattie e malesseri che fino ad oggi sono stati considerati tabù.

https://t.co/QBs6J1uGsR

— MELANIA TRUMP (@MELANIATRUMP) October 20, 2026

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