Latest cybersecurity reporting from selected sources.

Lightspeed Funds Will Support Defenses Against Continuous, Machine-Led ExploitationA Security, founded by former Sygnia executive Yossi Torati, emerged from stealth with $37 million to build defenses against weaponized AI that can automate discovery, exploit attack paths and manipulate agentic systems faster than human security teams can respond.

Patching Workflows Built for Weekly Cycles Can't Survive an Era of Hourly ExploitsAI is shrinking the window between vulnerability disclosure and active exploitation from weeks to hours. But remediation workflows haven't kept pace. Security teams need real-time intelligence, unified IT and security operations, and automated remediation to close the gap before attackers do.

Cyber adversaries have long used AI, but now attackers are using large language models to develop exploits and orchestrate complex attacks.

AI-Driven Attacks Compress Breakout Times, Forcing Defenders to Rely on Context NowAI has lowered the cost and speed of cyberattacks, enabling adversaries to exploit vulnerabilities within minutes. As breakout times collapse, security teams must respond faster by using context-driven intelligence and automation to detect, prioritize and stop threats in real time.

Imagine a world where hackers don't sleep, don't take breaks, and find weak spots in your systems instantly

Equifax CTO Jamil Farshchi on Cybersecurity's Response to Flood of VulnerabilitiesCybersecurity organizations must adapt to machine-speed threats in the age of Anthropic's Claude Mythos, a new AI model that can uncover vulnerabilities and lead to a flood of repaid exploits. Equifax CTO Jamil Farshchi says security programs must be built for scale, automation and quick response.

At [un]prompted 2026, TrendAI™ demonstrated how documents can be used to exploit AI-driven KYC pipelines and introduced FENRIR, an automated system for discovering AI vulnerabilities at scale.

In cybersecurity, the line between a normal update and a serious incident keeps getting thinner. Systems that once felt reliable are now under pressure from constant change. New AI tools, connected devices, and automated systems quietly create more ways in, often faster than security teams can react. This week’s stories show how easily a small mistake or hidden service can turn into a real

This week made one thing clear: small oversights can spiral fast. Tools meant to save time and reduce friction turned into easy entry points once basic safeguards were ignored. Attackers didn’t need novel tricks. They used what was already exposed and moved in without resistance

Automated software keeps getting better at pilfering cryptocurrency Anthropic could have scored an easy $4.6 million by using its Claude AI models to find and exploit vulnerabilities in blockchain smart contracts.…

AI Models Mostly Fail in Full Track of Vulnerability Research to ExploitThe rise of code-illiterate but AI-enabled script kiddies able to wreak havoc by weaponizing software vulnerabilities into automated exploits, thanks to expert-level assistance from large language models, remains but a future possibility, based on exploit-writing tests of 50 LLMs.

Boffins outsmart smart contracts with evil automation Using AI models to generate exploits for cryptocurrency contract flaws appears to be a promising business model, though not necessarily a legal one.…

Funding Will Fuel R&D Push Into Automated Remediation and Risk Prioritization ToolsWith code increasingly generated by AI and attackers using AI for exploits, OX Security raised $60 million to scale R&D and help developers prioritize critical vulnerabilities. The company aims to close detection gaps and reduce time-to-remediation in application security.

While some other LLMs appear to flat-out suck AI agents, which combine large language models with automation software, can successfully exploit real world security vulnerabilities by reading security advisories, academics have claimed.…