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Atherton's Flock ALPR Network: How Policy Failures Enable Mass Surveillance Data Sharing

Atherton's Flock ALPR Network: How Policy Failures Enable Mass Surveillance Data Sharing

Atherton's network of 50 Flock Safety license plate readers processes 45 million vehicle scans annually, but investigative reports reveal systemic policy violations enabling federal agencies to access surveillance data. Despite California's strict privacy laws, millions of searches by 295 external agencies—including immigration enforcement—occurred without required oversight or valid purposes.
Beyond Hallucinations: Real-World Lessons in Deploying RAG for Enterprise LLMs

Beyond Hallucinations: Real-World Lessons in Deploying RAG for Enterprise LLMs

New research reveals the operational challenges and governance needs when implementing Retrieval Augmented Generation in production systems. A field-tested pilot project demonstrates how RAG mitigates LLM hallucinations while exposing critical gaps in organizational readiness for AI integration.
PlayReady DRM Certificate Leak Triggers Microsoft Takedown and Amazon Account Suspensions

PlayReady DRM Certificate Leak Triggers Microsoft Takedown and Amazon Account Suspensions

High-security PlayReady DRM certificates leaked on GitHub, enabling potential 4K content piracy and prompting Microsoft to issue takedowns. Amazon suspended accounts exploiting the certificates, highlighting vulnerabilities in streaming platforms' anti-piracy defenses. The incident exposes ongoing challenges in DRM security for services like Disney+ and Netflix.
Microsoft's Calculated Pay Shift: New Hire Offers Get Strategic Flexibility Through 2025

Microsoft's Calculated Pay Shift: New Hire Offers Get Strategic Flexibility Through 2025

Microsoft has implemented revised pay guidelines allowing exceptions to standard compensation bands for new hires, a strategic move aimed at securing top tech talent in a competitive market. This policy, effective until at least 2025, signals a significant shift in how the tech giant approaches talent acquisition amidst ongoing industry salary pressures.
Rhome Launches AI-Powered Platform to Revolutionize Real Estate Investing

Rhome Launches AI-Powered Platform to Revolutionize Real Estate Investing

Rhome has unveiled an all-in-one AI platform that transforms how real estate investors discover, analyze, and manage properties. By integrating geospatial search, automated valuations, and portfolio visualization, the startup aims to eliminate traditional research friction and data fragmentation in property investment.