AISLE, a cybersecurity startup co-founded by Jaya Baloo, has built Open Analyzer — a vulnerability scanner that uses free, open-source small LLMs running in parallel rather than gated frontier models like Anthropic's Claude. The company argues that the system surrounding the model matters more than the model itself, and has demonstrated results comparable to Anthropic's Mythos project, including finding novel vulnerabilities that closed models missed. AISLE's broader mission is to eliminate vulnerabilities entirely through secure coding agents, with urgency driven by real-world exploits in cyber-physical systems like humanoid robots — including a demonstrated attack chain on Unitree robots via stolen encryption keys over Bluetooth.
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