The Human–AI Hybrid Analysis Prototype
A next‑generation approach to Open Source Intelligence (OSINT)
The hybrid analysis prototype is an emerging analytic model that combines the strengths of a senior human analyst with the complementary capabilities of multiple advanced AI systems. It is not automation and not a replacement for human judgment. Instead, it is a force‑multiplier architecture that uses AI to expand analytic depth, accelerate iteration, and improve rigor while keeping humans firmly in control of meaning, chronology, and final assessments.
What the Prototype Is
At its core, the prototype functions as a distributed analytic team composed of several AI models, each with different strengths, perspectives, and error........





















Toi Staff
Sabine Sterk
Penny S. Tee
Gideon Levy
Mark Travers Ph.d
Gilles Touboul
John Nosta
Daniel Orenstein
Rachel Marsden