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Risk Control
103 posts
Three Public Vulnerabilities. Chained.
A sequence of three chained public vulnerabilities led to the May 2026 TanStack npm compromise, highlighting the speed of AI-augmented attacks.
The Roblox Cheat That Broke Vercel.
A Roblox auto-farm cheat script downloaded by an employee led to a major security breach at Vercel, exposing customer credentials across multiple cloud platforms.
ShinyHunters · The New APT Model.
Analysis of how ShinyHunters has evolved into a new operational threat, emphasizing AI-enabled capabilities and a scalable criminal model.
The OAuth Permission Apocalypse.
An analysis of the widespread OAuth permission issues that enable supply chain attacks, with parallels to SQL injection vulnerabilities and implications for enterprise security.
The Defender’s Counter-Cascade.
Google and Anthropic lead a major AI-driven security deployment, but the deployment gap leaves most enterprises vulnerable as offensive AI exploits emerge.
The Compounding Error Problem — Why 99.9% Alignment Decays to 60% in 500 Generations
Research shows that even 99.9% alignment accuracy per generation can decay sharply over multiple AI generations, raising control concerns.
The 90-Day Window Closed. Nobody Sent a Notice.
The traditional 90-day window for responsible vulnerability disclosure has effectively ended, with no notice sent by vendors or researchers, raising security concerns.
The Power Bottleneck: AI Data Centers and the Grid Cliff Approaching 2027-2028
Power constraints threaten AI data center expansion by 2027-2028, risking delays amid rising demand and slow grid upgrades, with significant industry implications.
Are Polymarket Trading Bots Actually Profitable? The Math Behind 2026’s Prediction-Market Arbitrage Industry
An on-chain analysis reveals only 0.51% of wallets profit over $1,000 from Polymarket bots in 2024-2025, with most strategies unprofitable for retail traders.
