Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

OpenAI Daybreak Just Changed Cybersecurity (Again)

OpenAI just announced Daybreak, their cybersecurity AI model with three tiers of access. GPT-5 handles general work. GPT-5.5 does secure code reviews, vulnerability triage, malware analysis and patch validation. GPT-Cyber handles red teaming and penetration testing. In this episode of Razorwire Raw, James Rees explains what Daybreak means for the cybersecurity industry and why vulnerability scanning companies, pentesting firms and security tool vendors should be concerned.

Extending Security to MCP Servers: Closing a Critical Gap

The Model Context Protocol (MCP) is a de facto standard for providing structured access to privileged systems for AI agents and external integrations. It acts as a USB-C port for AI, enabling faster innovation by allowing organizations to expose tools, resources, and workflows without the time-consuming work of building APIs. Adoption has surged in recent months, and categories like payments, project management, and developer platforms are already beginning to reap the benefits.

Shadow AI is a fear response, and banning it makes it worse

This post is based on Mackenzie's conversation with Noora Ahmed-Moshe on The Secure Disclosure podcast. Listen to the full episode. A company lost a million dollars because someone on a litigation call ran an AI note-taker. As behavioral scientist Noora Ahmed-Moshe explains on the podcast, the tool summarized a confidential conversation and sent it to the opposing party, who used it to force a settlement on their terms.

Navigating Human and Agentic Risks for Financial Institutions in the APJ Region

The Asia-Pacific and Japan (APJ) region, with its dynamic economic growth and technological advancements, presents unique challenges and opportunities in the realm of human risk management and agentic risk management, particularly within the financial services sector. As financial institutions strive to protect themselves from increasing cyber threats, they must align their security practices with the regulations set forth by central banks across the countries.

Skygen AI for Agencies: How It Handles the Work That's Quietly Killing Your Margins

Agency margins are a math problem nobody wants to talk about openly. You win a client. You scope the work. You staff it. Then somewhere between the kickoff call and the first deliverable, hours start disappearing into tasks that weren't in the scope - or were, but not at the volume they actually take. Brief prep. Report assembly. Keyword research before the SEO strategy can begin. Social drafts that follow a template so consistent a junior could do it, except the junior is already maxed out.

Smart Facility Safety Trends at Work

Modern facility safety is moving beyond static checklists. Workplaces now use connected systems, real-time monitoring, predictive maintenance, and environmental sensors to reduce risk before incidents happen. This shift matters because workplace hazards remain common. The U.S. Bureau of Labor Statistics reported that private industry employers recorded 2.6 million nonfatal workplace injuries and illnesses in 2023. Of those, 946,500 involved days away from work.

Why You Shouldn't Use LLMs to Generate SQL (Security Risks)

“Just let the LLM write the SQL.” It sounds powerful. A user types a question in plain English, the model generates a query, the system runs it against the database, and the answer comes back. No SQL knowledge required. No BI tools. No waiting for the data team. It works beautifully in demos. And it is a serious engineering mistake in production. Direct SQL generation from LLMs combines two things that should never be combined: untrusted code generation and privileged execution.

GPT-5.5-Cyber is here. What it means for defenders operating at the frontier.

GPT-5.5-Cyber is here. What it means for defenders operating at the frontier. OpenAI’s May 7 release of GPT-5.5 and the limited preview of GPT-5.5-Cyber put frontier AI in verified defenders’ hands. As a member of the Trusted Access for Cyber program, Sophos is using these models to sharpen what we already operate: an agentic SOC that resolves more than half of cases without a human, and an endpoint architecture purpose-built to stop AI-generated zero-days.

Ransomware: AI changes the writer. It doesn't change the math.

Ransomware: AI changes the writer. It doesn't change the math. Why most endpoint protection still treats ransomware as just another piece of malware, and what changes when you watch the data instead of the attacker. In 2013, CryptoLocker introduced the modern ransomware playbook. It also introduced something most of the industry has still not come to terms with: remote encryption.