vulnerability scanning
3 stories filed under vulnerability scanning on Beyond Market Intelligence. The newest of them: “Explore how an open-source AI agent refines vulnerability detection.”, “Explore how overlooked web software exposes critical infrastructure to risk.”, and “Capital One's new open-source tool finds code flaws and suggests fixes before they ship”. False positives have long made AI-powered code scanning feel like more trouble than it's worth. A scan of the Polish web has exposed serious vulnerabilities in courts, hospitals, and airports, with researchers identifying common points of failure in the software used to organize and display web content. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every vulnerability scanning story on Beyond Market Intelligence, newest first.
Explore how an open-source AI agent refines vulnerability detection.
False positives have long made AI-powered code scanning feel like more trouble than it's worth. Google's open-sourced Mantis takes a different path, using agents to automate the entire vulnerability lifecycle, from validation to patching. That focus on weeding out hallucinations is a practical step toward trusting the tools we rely on. It's a welcome move for teams tired of chasing ghosts. For more on how AI agents can misfire, our piece on shared user images offers a cautionary look at the stakes.
Explore how overlooked web software exposes critical infrastructure to risk.
A scan of the Polish web has exposed serious vulnerabilities in courts, hospitals, and airports, with researchers identifying common points of failure in the software used to organize and display web content. That means attackers could have run riot through government websites, a sobering reminder that the tools we rely on daily often hide the biggest risks. It's a familiar pattern, one we explored with AI agents sharing user images, and it underscores why proactive security must be a default, not an afterthought.
Capital One's new open-source tool finds code flaws and suggests fixes before they ship
Capital One has released VulnHunter, an open-source, agentic AI tool designed to find software flaws before attackers do. It scans source code, maps potential exploit paths, and proposes fixes before production deployment. What stands out is the "attacker-first forward analysis" and built-in falsification engine, which actively tries to disprove its own findings. For a company scarred by its 2019 breach, this is a confident, practical move. It signals a mature bet: the best defense is helping everyone secure their code, not just your own.