GeekWire AI, fungi, and the future of enterprise tech: Industry vet Bill Hilf on his debut novel 'The Disruption'
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Apr 25, 2026 
Bill Hilf, veteran tech executive and chair of the Allen Institute for AI, now turns novelist. He explains why sci-fi frames hard AI questions. He imagines Gaia, an AI inspired by fungal networks, and links AI to ecology and conservation. He discusses open models, enterprise resilience, and using AI to accelerate scientific discovery.
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Thinking Of AI Growth Through An Ecological Lens
- Hilf frames AI growth like ecological expansion: reducing compute costs may trade scale for biomass or other resource constraints.
- In The Disruption he explores fungal mycelial networks as a biological metaphor and literal technical approach to break quantum bottlenecks.
Integrate AI Into Organizational Architecture Not Separate It
- Abandon the old siloed IT vs AI org model and integrate AI governance into overall systems thinking.
- Treat AI adoption like an ecological introduction and map its touchpoints across data, processes, and vendors before deployment.
AI Becomes The Substrate Of Enterprise IT
- Enterprise IT will become an AI-native substrate where multiple systems train on shared models rather than isolated applications.
- Bill Hilf warns this integration arrives piecemeal, so think of AI entering an environment like a species hitchhiking on a boat and altering ecosystems over time.
