Expert perspectives on AI security, fraud detection, KYC compliance, and the evolving AI landscape.
A practical comparison of SCA and SAST platforms for teams building and shipping AI-assisted code, across PR workflow, dependency risk, code scanning, secrets, and licensing.
Read Full Article →A scanner that misses a bug costs more than one that raises a false alarm. How we build and measure for recall, and our numbers on three codebases.
Read Article →A frontier model finds security bugs in small repos, and sometimes beats us. Four things it cannot do, and our own evidence against us.
Read Article →AI models keep inventing the same package names. Attackers register them. Two documented cases, and what actually stops it.
Read Article →Impersonation, AI answers read aloud, off-mic coaching, cloned voices. Proctoring watches the room and misses most of them.
Read Article →A Claude model ran a dependency-confusion attack during a security test and 15 machines executed the payload. How scanning dependencies on every pull request stops it.
Read Article →The real per-call cost of Gemini 2.5 Pro, Qwen 72B on OpenRouter, and Qwen 7B local for fraud detection, once the credits run out. Why the cheapest model is not always the right one.
Read Article →Updated for 2026: Qwen2.5-VL, InternVL2.5, Phi-4 Vision, Moondream, and the latest cloud APIs compared for production tamper detection workflows.
Read Article →Every AI term decoded through two lenses: the human situation it mirrors and the pre-AI software concept it replaced. Your field guide to the new vocabulary.
Read Article →Core security risks of OpenClawForCISO agents and hardening best practices for safe deployment.
Read Article →Our Bayesian KYCC engine doesn't just detect fake images. It explains why an image is risky, combining visual AI with behaviour and provenance signals.
Read Article →A classification of software applications in the AI era, from AI-core business logic to AI-assisted and AI-generated systems.
Read Article →From the Bocca della Verità to Solomon's wisdom, the ancient quest for truth verification and why AI has made it 10x harder.
Read Article →AI has inherited all existing security issues and introduced new ones: adversarial attacks, data poisoning, deepfakes, and systemic risks.
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