diff --git a/entities/internet-finance/proph3t.md b/entities/internet-finance/proph3t.md
index 6ebf92395..6e9b3c3ad 100644
--- a/entities/internet-finance/proph3t.md
+++ b/entities/internet-finance/proph3t.md
@@ -25,6 +25,9 @@ Founder of MetaDAO and architect of the Autocrat futarchy implementation on Sola
 - Led the transition from uncapped pro-rata launches to Futardio's unruggable ICO mechanism
 - Publicly endorsed by Colin for LP reallocation discussions (potential 10% LP reallocation from Futarchic AMM)
 - "Learning fast" — publicly documented iteration speed and intellectual honesty about mechanism design failures
+- **Key founder signal (Mar 6, 2026)**: "If I had to pick between decision markets working and MetaDAO winning, which would I pick? I think I would pick MetaDAO winning." A year ago he would have picked decision markets. Signals shift from mechanism-design idealism toward pragmatic ecosystem growth.
+- Actively working on "slow rug" problem — asked community for theories on why slow rugs plague crypto but not web2 startups. Core design problem for ownership token structure.
+- Team working 12-14 hour days for 3+ weeks during Futardio launch period
 
 ## Key Contributions to KB
 - Primary source for futarchy mechanism design claims