Vectra AI

Vectra AI Flags Potential Security Gaps From Azure Logging Changes - TipRanks

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Responsible AI

The Dual-Frontier: Strategies for Curtailing the Weaponization and Monetization of Artificial Intelligence The rapid ascent of Artificial Intelligence (AI) has ushered in a period of unprecedented technological potential, yet it has simultaneously introduced existential risks. Chief among these are the "weaponization" of AI—the application of autonomous systems in warfare and disinformation—and its predatory "monetization," where profit motives override safety, privacy, and intellectual propert

Vectra AI Leans Into AI-Driven Threat Detection With Global Event Push and Endpoint Risk Research - TipRanks

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Vectra AI Showcases AI-Driven SOC Capabilities at Security First Trinidad - TipRanks

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Standard PID vs. Reinforcement Learning on a degrading robotic joint (Wait for the second half).

My project partner and I are wrapping up a control middleware (ADAPT), and we wanted to share a crazy emergent behavior our RL agent learned during a stress test. **The Setup:** We are running an inverted pendulum simulation, but we cranked simulated gearbox backlash and friction to absolute maximum to mimic a worn-out, dying motor. **First Half (Standard PID):** The standard controller tries to hold the joint at exactly 0.0 error. It falls into the mechanical deadband, over-corrects, and chat