As AI continues to accelerate how quickly attacks can change, defenses built on static assumptions will continue to fall behind. Detecting intent does not eliminate that challenge, but it offers a way to keep pace by focusing on the one thing attackers cannot easily randomize. The path they have to take.
Founding AI Engineer at DeepTempo
Mayank Kumar is the Founding AI Engineer at DeepTempo, where he leads the design and development of the company’s foundational Log Language Model (LogLM). With a strong academic and research background in generative and multimodal AI, he brings specialized expertise to building domain-specific models that enhance threat detection and response in cybersecurity environments.

