topic
Risk Management
6 posts tagged Risk Management.
How to Score a Workflow for AI-Agent Safety Before You Automate It
Most teams decide what an AI agent gets to touch based on how good a demo looked. Here's a rubric — reversibility, blast radius, verifiability, ambiguity — for scoring the actual risk before anyone writes a prompt.
- ai-agents
- risk-management
- automation
- vibecoding
- engineering-process
JPMorgan Cuts Off Aschenbrenner's AI Fund After a 67% Month
A leveraged bet on the AI trade just delivered the hedge fund industry's largest reported dollar loss in a single month — and the real lesson is about leverage engineering, not AI.
- ai-trading
- leverage
- hedge-funds
- risk-management
- fintech
Hedge Funds' AI Trade Unwind: A Correlation Risk Lesson
Goldman Sachs data shows systematic hedge funds gave back roughly a quarter of their 2026 gains in two weeks, exposing how crowded AI trades turn diversification into an illusion right when it's needed most.
- algo-trading
- risk-management
- quant-funds
- ai-trading
- crowded-trades
Crypto's Bounce Is Real — But the Order Book Doesn't Believe It Yet
Bitcoin and Ethereum clawed back from a brutal week, altcoin sentiment hit a three-month high, and yet options and volume data are still hedged for another leg down. For anyone running automated strategies, that gap is the whole story.
- algo-trading
- crypto-derivatives
- market-volatility
- risk-management
- altcoins
Bitcoin's $63.9K Fakeout Is a Lesson in Automated Risk Management
Bitcoin touched $63,900 overnight on a weak jobs print, then reversed to around $62,900 — a textbook failed breakout that says more about system design than about market direction.
- bitcoin
- algorithmic-trading
- risk-management
- crypto-futures
- macro-data
Risk Rails First: Designing LLM-in-the-Loop Trading Systems
Putting a language model near live capital is an exercise in constraint engineering. The model is the easy part; the rails that bound what it can do are the product.
- ai-trading
- llm
- risk-management
- automation
- vibecoding