An artificial intelligence-driven media monitoring apparatus operated by Yonatan Urich, a senior media adviser to Israeli Prime Minister Benjamin Netanyahu, has been exposed after its underlying source code was inadvertently left accessible to the public on an online software development platform.
The monitoring architecture, engineered using Anthropic’s Claude artificial intelligence model, was designed to systematically track approximately 50 Israeli news outlets and prominent political social media accounts around the clock. Operating on an automated loop that scanned sources every 90 seconds, the system evaluated incoming news reports, ranked them according to pre-assigned priority tiers, and instantly routed updates into dedicated WhatsApp groups managed for the Prime Minister’s inner circle.
The existence and internal workings of the operation were revealed in an investigative report by the Israeli daily Haaretz, which discovered that the software’s complete source code had been uploaded to GitHub without standard security restrictions, leaving the operational mechanics of Netanyahu’s media tracking apparatus open to anyone with an internet connection.
Separate WhatsApp Feeds Established for Netanyahu and His Wife
The leaked codebase provided an unprecedented look into how news consumption is structured inside the Prime Minister’s communications team, revealing that media coverage is algorithmically triaged and segmented based on the subjects being reported.
Rather than channeling all coverage into a single collective feed, the software was programmed to sort alerts into two distinct WhatsApp channels based on strict filtering criteria. One group was dedicated exclusively to news items concerning the Prime Minister’s wife, Sara Netanyahu. The second channel was configured to receive real-time coverage related directly to Benjamin Netanyahu and the ruling Likud Party.
According to system logs discovered within the exposed code, the current iteration of the tracking program had been running without interruption since September 1. Over that span, the tool executed more than 19,000 automated sweeps of Israel’s digital media ecosystem, querying roughly 50 selected news publications, broadcast portals, and social media channels at continuous 90-second intervals.
The setup underscores the extraordinary level of attention the Prime Minister’s inner circle pays to media narratives, reflecting an operation where coverage of Sara Netanyahu is treated as an independent strategic priority requiring its own specialized, minute-by-minute monitoring mechanism parallel to the political reporting that affects the Likud-led government.
Technical Misstep Leaves Proprietary Code Public on GitHub
The discovery of the automated monitoring operation stemmed not from an outside cyber intrusion, but from a fundamental operational security oversight. Urich had uploaded the project’s source code directly to GitHub, a widely used platform for software hosting and version management. Rather than designating the repository as private or implementing credentialed access controls, the project was left entirely open to public viewing.
This oversight allowed researchers and journalists to examine the raw programming instructions, including the specific criteria, prompt directives, and analytical parameters given to the Claude AI model. The system code laid bare the exact mechanisms by which the Prime Minister’s team assesses the relative importance of journalists, broadcast networks, digital publications, and public figures.
The security lapse remained active until Haaretz submitted a formal request for comment to the Prime Minister’s Office regarding the public repository and its contents. Promptly following the newspaper’s inquiry, access to the repository was shut down and the security opening was closed.
Beyond revealing the technological footprint of the operation, the code offered rare documentary confirmation of how Netanyahu’s press advisers determine which journalists and news organizations warrant immediate attention, directly illustrating which voices carry the greatest weight when press summaries and breaking news alerts are prepared for the Prime Minister.
Tiered Media Hierarchy: Amit Segal and Channel 12 Ranked at the Top
The configuration files embedded in the program established a clear hierarchy among Israeli journalists and news outlets, categorizing them according to their perceived influence and urgency.
At the summit of the system’s priority ranking was Channel 12, alongside its prominent political commentator Amit Segal, as well as major mainstream digital platforms including Ynet, Mako, and the public broadcaster Kan 11. In the system’s operational logic, publications or statements emanating from this primary tier were assigned paramount importance.
Explicit instructions written into the system’s prompts directed the Claude model to treat certain leading commentators not merely as platforms reporting the news, but as authoritative newsmakers in their own right. Regarding Amit Segal and similarly designated top-tier figures, Urich’s instructions to the system stated: "Their statements are a direct news item; therefore, even if an event has already been announced elsewhere, every single mention originating from them should be dispatched separately." This rule ensured that any commentary or reporting delivered by Segal or Channel 12 would immediately trigger a distinct notification to the advisory team, regardless of whether the underlying event had previously crossed the wires.
The system established a secondary tier of importance for other prominent media figures and outlets. Channel 13, along with widely read political correspondents such as Dafna Liel and Michael Shemesh, were classified within this intermediate bracket. While their reporting was routinely processed and flagged, it did not command the same instantaneous, individual alert status hardcoded for those in the premier category.
In contrast, right-leaning media platforms that consistently support Netanyahu and his administration occupied a noticeably lower tier in the system’s prioritization matrix. Outlets such as Channel 14, Hamoked, and Yinon News were assigned reduced weight within the automated workflow.
Furthermore, the code revealed that Urich had programmed explicit negative filters for certain allied channels. The system was instructed to actively disregard or bypass political reporting produced by Channel 14 correspondents. The deliberate decision to de-emphasize friendly outlets and filter out Channel 14’s political reporters indicates that the primary purpose of the apparatus was not to track favorable domestic coverage, but rather to serve as an early warning radar for critical reporting, investigative scoops, and shifts in public sentiment generated by mainstream and critical media organizations.
Security Lapse Draws Comparisons to "Katargate" Controversy
The exposure of sensitive communications infrastructure through unsecured internet channels has renewed public and political attention on earlier security controversies linked to Netanyahu’s inner circle, particularly the affair known colloquially in Israel as "Katargate."
The Katargate controversy, which surfaced approximately two years ago, involved allegations that members of Netanyahu’s close advisory entourage were illicitly receiving funds from Doha to conduct strategic public relations and image-polishing efforts on behalf of Qatar in the lead-up to the 2022 FIFA World Cup.
The latest incident with the exposed GitHub repository drew immediate comparisons because the Katargate affair similarly involved sensitive internal materials and documents relating to public relations campaigns being compromised through security failures and unauthorized handling. The emergence of the unencrypted, publicly accessible media tracking system has reignited scrutiny regarding the operational security standards and data handling practices maintained by the Prime Minister’s closest political operatives.
Legal Repercussions: Urich Faces Trial Over Leaked Classified Intelligence
The revelation of the AI monitoring script comes at a time when Yonatan Urich is already facing serious legal jeopardy in connection with separate controversies surrounding the unauthorized disclosure of state secrets.
In November 2024, legal proceedings were initiated against Urich over his alleged central role in a high-profile case involving the illicit leakage of classified military documents. According to the charges, sensitive, top-secret intelligence gathered by the Israel Defense Forces was unlawfully removed and leaked to foreign publications, including the German daily Bild and the British weekly The Jewish Chronicle.
Prosecutors in that case allege that the unauthorized dissemination of the classified intelligence harmed Israeli national security interests during an active military conflict. The ongoing criminal case has placed Urich under intense judicial and public scrutiny, highlighting the aggressive and controversial information strategies employed by Netanyahu’s communications apparatus. The discovery that the same senior adviser had inadvertently exposed an internal, AI-powered media surveillance operation online adds another chapter to the mounting controversies surrounding the management of media, intelligence, and information within the Prime Minister’s closest circle.
