Smaller law firms deserve the same research capabilities as the bigger fish — without sacrificing privacy. That became the starting point for SenseFrame, a legal AI Assistant we built for South African attorneys. linkedin.com/pulse/building…

Most people still think the power of AI agents comes from the model. But the model is just the reasoning substrate. How that reasoning is orchestrated toward an end goal is what differentiates agents that drift and those that finish tasks with high competency. 🧵

The core purpose of this post to examine what epistemic prerequisites are required in order to orchestrate cybernetic systems that are coherent with operational reality and thus capable of sensing, acting, and reevaluating as conditions change internally and in the real world 🧵

Introducing Habtats: secure, digital environments where humans + AI cooperate in alignment with your organization's purpose. Find out more & book a free discovery call: habtats.arkology.studio

A brief introduction to Habitats 🌿 by our Co-Founder, Ross Eyre