We’ve moved past the "wow" phase of AI. Now we have the data on how work is actually changing. A recent survey of PMs, engineers, and founders reveals a fascinating divergence.
Outbreaks move faster than systems. PathGen is being built to close this gap by combining genomics, context, and accountable AI so countries can act earlier, with greater confidence, and without giving up their sovereignty.
If agents are going to act for us, their decisions must be visible, justified, and verifiable.
Not just electricity. It burns cognitive attention, developer time, capital, and ultimately the trust people place in the systems we’re building.
Web3 and Network States enable borderless trade, bypassing tariffs and intermediaries. From DeFi in Venezuela to clean energy in Zambia, blockchain fosters resilient, equitable economies. These tools provide immediate, practical solutions for global cooperation beyond traditional barriers.
With AI we can now deeply understand and use the Code of Life. In the field of pathogen genomics this could fundamentally change how we sense & respond to infectious diseases.
