Kronos, a foundation model, does not outperform Brownian motion in short-term Bitcoin prediction tests, raising questions about AI trading edge.
Week Three — Foundation model vs Brownian motion. Kronos on five-minute BTC.
Browsing Category
Risk Control
100 posts
Week Three — Foundation model vs Brownian motion. Kronos on five-minute BTC.
Testing reveals Kronos, a foundation model, does not outperform traditional Brownian motion in short-term Bitcoin price predictions, challenging assumptions about AI trading edges.
Introducing Forezai · TradingAgents — a committee of LLMs decides paper-trades
Forezai · TradingAgents launches a framework where a committee of large language models makes paper-trading decisions, advancing AI-driven trading research.
AI Trading Bot — Week Two: The candidate edge collapsed
The promising BTC fair-value strategy collapsed after losing nearly all gains, leaving the entire AI trading fleet in the red.
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.
