Looks like trustquery.com cloudflare issues are resolved! @arun-niranjan.bsky.social Happy to hop on a video call to walk you through it and also hear your feedback.

hah, yes, I yes I should have probably waited until CloudFlare was working ;)

The compounding negative roi of downstream errors has to be scary with agents...

The VC passed on funding us.
Their portfolio companies are shipping AI agents into hospitals right now.
Sleep tight.

This is why we built TrustLoop. We don't wait for AI to "figure it out." We build the guardrails that validate context, catch ambiguity, and prevent miscommunication before it reaches a patient.

You get garbage in, garbage through, garbage out—with patient lives in the balance.
Smarter models don't fix this. ChatGPT-10 won't magically understand hospital context, regional variations, or clinical workflows. The fundamental problem isn't intelligence—it's interpretation.

A nurse in Boston searches for a patient's temperature. Another in Phoenix does the same. One hospital uses Celsius. One uses Fahrenheit. The AI has no idea which is which.
Now multiply that ambiguity across every query, every hospital system, every database, every regional protocol.

This is gold, thanks for explaining the concept blocks. Definitely have things I want to experiment with now. Thanks for sharing Aaron.

Don't know what the rest of this thread was but thank you for sharing about SPLADE