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Gemini Will Combat Malicious Ads on Google - HackMag
Google has reported that it is increasingly using its Gemini AI models to detect and block malicious ads on its advertising platforms. As scammers and attackers continue to refine their methods for bypassing moderation, the company has decided to counter this with AI-driven automation. According to a recent report, in 2025 Google specialists blocked or removed 8.3 billion ads and suspended 24.9 million advertiser accounts. Of this volume, 602 million ads were directly related to scams. The company admits that malvertising (the distribution of malware through advertising) remains a long-standing problem for Google’s ad network. Attackers buy ads that imitate legitimate brands and services, then redirect users to phishing pages, distribute malware, or steal cryptocurrency. Such campaigns actively use cloaking and URL redirects to appear as trusted sites (including Google’s own domains and well-known software download portals). Recent examples of this activity include fake login pages targeting the theft of Google Ads accounts, as well as malware disguised as Google Authenticator and Homebrew. As Google notes, attackers are now using generative AI, which allows them to create fraudulent ads faster and at a larger scale. “Malicious actors are using generative AI to mass-produce misleading ads, and Gemini is helping us detect and block them in real time. By the end of last year, most Responsive Search Ads were being scanned instantly, and harmful content was being blocked at the submission stage. This year, we plan to extend this capability to other ad formats,” writes Keerat Sharma, Vice President and General Manager of the Ads Privacy and Safety division at Google. According to Google representatives, previously detection systems analyzed keywords to identify malicious behavior, but now Gemini can process billions of signals, including advertisers’ behavior and intent, account history, and campaign patterns. In addition, the increased accuracy of AI models already makes it possible to reduce the number of mistaken advertiser blocks by 80%. According to the company’s report, last year Google specialists removed 1.7 billion ads and blocked more than 3.3 million advertiser accounts in the US alone. The main violations were abuse of the advertising network and deliberate attempts to mislead users. The company reported that it plans to further expand the use of Gemini, including for analyzing additional advertising formats and moderation systems.
Google unveils Gemini Enterprise Agent Platform: A full-stack bet on ...
At the Google Cloud Next 2026 conference on Wednesday, CEO Sundar Pichai and Cloud CEO Thomas Kurian laid out a sweeping vision for the future of enterprise computing. The centerpiece of that vision is the new Gemini Enterprise Agent Platform, a comprehensive toolset designed to build, deploy, manage, and secure autonomous AI agents at scale. This launch is not just a product update; it is a strategic declaration that Google believes the era of simple chatbots is over, and the age of agentic AI—where software bots autonomously complete complex, multi-step tasks—has arrived. The announcement comes alongside significant new hardware, including eighth-generation TPUs designed specifically for training and inference, and a suite of governance tools aimed at solving the security and complexity challenges that have so far held back widespread enterprise adoption. While the technology is impressive, the company now faces its toughest challenge: convincing mainstream businesses that they can absorb the complexity these powerful new tools introduce. Key Announcements at Google Cloud Next 2026 Product: Gemini Enterprise Agent Platform (overhaul of Vertex AI) Target Audience: IT/Technical teams (ADK) and Business users (Agent Designer) Supported Models: Google Gemini LLM, Nano Banana 2, Anthropic Claude (Opus 4.7, Sonnet, Haiku) New Hardware: 8th Gen TPUs (8T for training, 8I for inference) TPU 8T: 3x processing power vs. 7th Gen Ironwood TPU 8I: 80% SRAM improvement, up to 11,152 chips per system A New Platform for Building and Managing Agents at Scale The Gemini Enterprise Agent Platform is Google’s direct answer to competing offerings from Amazon (Bedrock AgentCore) and Microsoft (Foundry). Unlike earlier iterations that focused on individual developers, this new platform is an overhaul of the Vertex AI toolset, bringing together everything needed to create, run, and monitor agents across an entire organization. It is designed to be the central nervous system for enterprise AI operations. Google is clearly trying to broaden the audience for agent creation. For developers, the platform offers an enhanced Agent Development Kit (ADK) with deep coding capabilities. For business users who are less technically inclined, a new low-code/no-code tool called Agent Designer allows them to build agents for tasks like scheduling meetings, performing trigger-based processes, and creating shortcuts for repetitive file editing—all without needing to switch between apps. This d...
Google Launches Gemini Enterprise Agent Platform
Google announced the **Gemini Enterprise Agent Platform** on April 22, 2026, rebranding and consolidating Vertex AI under the Gemini Enterprise banner, according to a Google Cloud blog post by Michael Gerstenhaber and Michael Bachman. The platform, described by Google Cloud as a single destination to build, scale, govern, and optimize agents, includes a visual low-code environment called ...
Google plans $175B to $185B AI investment this year
Google plans to invest up to $185 billion in 2026 for an agentic era of AI, and has unveiled a new agentic AI platform.
