/Hop is the Panamorphix journal.

Better models and bigger datasets are leads that fade. A properly kept record of evidence compounds. Why health tech needs to start keeping it now.

Why Panamorphix is a closed context infrastructure company, how ECP sits beneath every product, and why we build our own products on the same ground.

First came the race for data, then for compute. The next race is for context. Introducing ECP and the six layers beneath every Panamorphix product.

What epigenetics teaches us about records that drift over time, and why Replay restores the original context of a decision instead of guessing at it.

The graph does not just store facts. It records how well each fact is known, from observed evidence to AI-generated notes, so the gaps become visible.

Why each directory keeps authority over its own facts, why private work is never pooled, and why chain of custody matters more than server location.

When AI and people make a decision together, the record has to show which voice said what. Why that matters for NHS buying and clinical research.

Context, permission and provenance: the three things that must be right before an AI tool runs, and why they cannot be patched on afterwards.

Why Panamorphix moved from a screen that showed answers to a graph that shows where every answer came from, with its source, date and review attached.