Hook

Funding rates lie when you only watch one exchange.

Consider the scenario: your LLM trading agent calls Hyperliquid, reads a BTC funding rate of +0.012%, and concludes that longs are paying premium — a bullish lean. It builds a regime thesis and queues its policy branch. What the agent doesn't see: Binance shows -0.008% funding for the same asset in the same hour. One venue says longs are overheated. The other says shorts are paying to stay short. Same asset, same hour, structurally opposite signals.

That gap is not noise. It is a sentiment fracture, and it is invisible to any agent reading a single exchange.…