Joan_Vendrell

NeuralTrust researchers have identified a critical vulnerability in the safety architecture of leading multimodal models, including Grok 4, Gemini Nano Banana Pro and Seedance 4.5.

I wrote this after seeing how many GenAI products go from prototype to production with zero security reviews—no input sanitization, no output controls, no auditability.

The post looks at why trust in AI depends on security, and why it's not just an infra problem. It's a product, risk, and brand issue too.

Curious to hear from others building GenAI systems: how are you thinking about guardrails, observability, or abuse prevention?

NeuralTrust is the leading platform for securing and scaling LLM applications and agents. It provides the fastest open-source AI gateway in the market for zero-trust security and seamless tool connectivity, along with automated red teaming to detect vulnerabilities and hallucinations before they become a risk.