Blog & Vibes

Thoughts on Intelligence.

Why We're Pivoting to "Vibe-based" Constitutional AI

At the end of the day, rules are just low-hanging fruit. We've found that emergent behavior is best guided by a series of granular vibe checks performed by our superaligned mixture-of-experts.

Don't Boil the Ocean: A Guide to Responsible AI Shadowing

Is your team using shadow AI? Don't ping them via Slack to stop. Leverage their emergent workflows by p-tuning a copilot that acts as a human-in-the-loop for their reasoning engine.

The Bandwidth Problem: Why Your LLM Isn't Moving the Needle

It's not the parameter count. It's the context window. We explore why a larger window allows for deeper deep dives into the semantic nuance of your enterprise data.