The promising BTC fair-value strategy collapsed after losing nearly all gains, leaving the entire AI trading fleet in the red.
AI Trading Bot — Week Two: The candidate edge collapsed
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Risk Control
107 posts
Agentic Loop Failure Modes: A Production Taxonomy at the End of Year One
A comprehensive taxonomy of failure modes in production agentic AI systems after one year of deployment, covering six categories and 15 specific modes.
Building an AI Trading Bot — Week One: Why a 90 % Win Rate Can Still Lose Money
A week into testing an AI trading bot, high win rates do not guarantee profitability. The experiment reveals complexities in market pricing and strategy edge.
Cybersecurity operations signal monitor: A backdoor in a LinkedIn job offer
Cybersecurity researchers have identified a backdoor embedded in a LinkedIn job posting, raising concerns about targeted hacking efforts and organizational security.
Stop Buying Gear Twice: A Beginner Guide to Future-Proofing Your Lab
Only by future-proofing your lab can you avoid costly replacements and ensure long-term efficiency—discover how to build a versatile, adaptable setup today.
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.
