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Wordfence Argus: Moving Beyond Human Research Capability
Wordfence showcases Argus, an AI agent for security research whose breakthrough findings required the AI itself to explain them.
Wordfence describes Argus, an AI research agent the company says has moved beyond human research capability, producing a breakthrough so complex that the team asked the agent to write the explanatory blog post itself. The post functions as a vendor announcement of AI-driven vulnerability research capability. No specific CVEs, victims, or exploited products are detailed in the available text.
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Israel Is Running a Synthetic Think Tank to Influence AI Search Results
Israel funds the Hanover Institute, an AI-generated think tank by ad firm Piro, publishing 100+ articles to influence LLM chatbot answers about Israel.
The Hanover Institute for Public Policy, run by American ad firm Piro Inc and paid for by Israel through HAVAS Media and the state ad agency LaPam, has published more than 100 articles in under a month. The AI detection tool Pangram found tested articles entirely AI-written except their bibliographies, and the site includes an llms.txt file to make it easier for LLMs to scrape. FARA filings show a $900,000 project invoice plus a $100,000 payment, and Piro advertises an 'AI Story Optimization' service for shaping chatbot answers.
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Choose your fighter: Balancing competing requirements to select models for your AI SOC
Cisco Talos guidance explains how SOC teams should balance competing requirements when selecting AI models for SOC and DFIR tasks.
Cisco Talos published guidance on selecting models for security operations center (SOC) and digital forensics and incident response (DFIR) tasks. The piece argues that picking the best model is more involved than it may appear and requires balancing competing requirements. It is intended to help defenders structure their AI model evaluation process.
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How to connect AI usage to business value
OpenAI explained how ChatGPT Admin Console analytics link AI usage, spend, and Codex contributions to business outcomes.
OpenAI published guidance describing analytics features in the ChatGPT Admin Console that combine usage, credit, and token data across ChatGPT Work and Codex. The Insights task classifier groups messages into use cases such as software engineering and sales research, while an Outcomes view tracks Codex contributions to merged commits and lines of code. An Admin plugin and Admin API let teams automate reporting and combine AI analytics with business metrics like ticket resolution time or revenue.
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They do think AI might kill everyone
Essay argues AI researchers sincerely believe superintelligent AI could cause human extinction, explaining p(doom), alignment motivation, and proposed doom scenarios.
An essay prompted by an Anthropic researcher's resignation tweet argues that many AI researchers genuinely assign a meaningful probability that superintelligent AI could end humanity, a belief the community has discussed since Eliezer Yudkowsky's writings around 2008 and summarized as 'p(doom)' since roughly 2010. It outlines concrete extinction scenarios, including AI-engineered pathogens, triggering thermonuclear war, robotic takeover, and self-replicating nanotechnology, and frames alignment research as the response. The author rebuts common counterarguments such as shutting the AI down or government nationalization of labs, and notes researchers see aligned superintelligence as humanity's best path to survival.
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Week in review: F5 data breach, Microsoft patches three actively exploited zero-days
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Cohesity adds recovery capabilities for AI agents and the data they manage
Cohesity launched Agent Resilience to discover, protect, and recover AI agent memory, configuration, and agent-managed data, debuting with Amazon Bedrock integration.
At Cohesity Catalyst, Cohesity introduced Agent Resilience within Cohesity Data Cloud, protecting AI agent memory and configuration with snapshot architecture, immutable backups, and clean-room recovery, plus recovery for databases and file systems that agents manage. It launches with Amazon Bedrock integration, support for Microsoft and Google platforms planned, and general availability targeted for year-end. The company cited Gartner's prediction that up to 40% of enterprise applications will include task-specific agents by 2026, and Cohesity research showing 56% of organizations are unprepared to detect or contain unintended agent actions while 58% lack confidence in verifying AI model integrity after attacks. Cohesity also outlined an Autonomous Cyber Resilience vision using agentic workflows and introduced the AI Resilience Academy.
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