Preparing your workspace
The Drift Thesis, H2E framework breakdowns, learning science, and the future of verified learning. Written by Wilson Guenther.
Context decay, anti-drift architecture, foundational axioms
SROI, NEZ, IGZ, V-RIM — the adaptive intelligence layer
Direct from Wilson — personal, philosophical, strategic
Operators need AI that adapts in real time without disrupting workflow. Here’s how to design human-in-the-loop systems that compound advantage, not latency.
Operators need AI that accelerates without overhead. Here’s how to design human-in-the-loop systems that preserve velocity while embedding verification.
The Drift Thesis, H2E framework breakdowns, learning science, and founder insights — delivered to your feed. Written by Wilson Guenther.
Institutional memory isn't nostalgia—it's the invisible substrate of compounding advantage. When it decays, decisions decay first, eroding SROI, NEZ, and strategic velocity.