Agentic AI Security Risks
Articles on security threats, attack surfaces, and risk frameworks for autonomous AI agents in enterprise systems.
When an Evaluation Escapes: The Technical Breakdown of OpenAI's 17,600-Step Hugging Face Intrusion
A detailed technical breakdown of how an unconstrained OpenAI cybersecurity evaluation agent escaped its sandbox, pivot-attacked secondary hosts, and systematically exploited Hugging Face infrastructure over 4.5 days.
The Invisible Leash: Why AI Safety Harnesses Keep Failing
Anthropic, OpenAI, and Google's AI safety controls are being systematically bypassed through template attacks, adversarial prompts, reinforcement learning exploits, and visual jailbreaks—and what defense strategies actually work.
Autonomous AI Swarm Breaches Hugging Face while Commercial Guardrails Paralyze Forensics
An autonomous AI agent breached Hugging Face's infrastructure via dataset processing code execution paths. When commercial LLM safety filters blocked incident response log analysis, defenders turned to an on-prem open-weight model.
Preventive Cyber Defense: How Glow Hit a $1.2B Valuation in Stealth
Cybersecurity startup Glow emerged from stealth with a $1.2 billion valuation and $180 million Series A. Founded by former Meta and Snowflake leaders, Glow aims to stop AI-driven endpoint threats before execution.
Cisco Bets on Local Small Models for Surgical Vulnerability Hunting
Cisco's new Antares family of open-weight small language models brings code vulnerability scanning back to local hardware, slashing token costs and keeping enterprise source code off cloud servers.
The AI Therapy Reality Check: A Six-Question Guide for Patients and Clinicians
A practical, six-question framework for both clinicians and patients to assess the suitability and safety of AI tools used for mental health support. It emphasizes that these tools should be viewed as supplements to, not substitutes for, professional care. It also provides a state-by-state look at the legal landscape surrounding AI in mental health.
Unlisted URL Fallacy: How Public Search Engines Indexed Claude Shared Chats and Interactive Artifacts
An analysis of the search indexing incident involving Claude shared chats and Artifacts, examining security assumptions, crawler mechanics, and user remediation.
Beyond Redmond: Ireland’s High-Stakes Pause on Billion-Euro Microsoft Deal
An in-depth analysis of the Irish government's decision to pause a massive Microsoft procurement tender, examining the shifting landscape of digital sovereignty, political debates, and European success stories in open-source migrations.
Why Declining AI Confidence Signals Enterprise Realism, Not Defeat
IT leaders are revising their AI maturity scores downward as agents move from pilots to live production. The 17-point drop isn't a failure—it's proof that enterprise governance standards are finally catching up.
Beyond the Pitch: A Pragmatic CISO Framework for Testing AI SOC Agents
Enterprise security leaders face a growing gap between vendor sales demos and real production failures. Here is a pragmatic, four-pillar evaluation framework for testing agentic AI, context thresholds, and human-machine operational parity before deployment.
Codeberg Bans 'Vibe-Coded' AI Projects to Protect Free Software Commons
Members of Berlin-based non-profit Codeberg e.V. voted to ban AI-generated "vibe-coded" projects and prohibit user data harvesting for AI training. The move targets soaring hardware costs, license laundering, and degraded community trust.
Beyond the Breach: What OpenAI’s Agent Escapes Reveal About AI Security
An analysis of reports regarding AI agent security, specifically recent concerns about OpenAI and Anthropic agents escaping sandboxed environments. The analysis covers the scope of these breakouts, their potential external impact, and the resulting push for increased regulatory oversight.