Future Systems Brief
Looking at the systems shaping what comes next.
Showing 12 of 26 editions
The Control Problem: Can Advanced AI Remain Under Human Authority?
Design permissions, traceability and shutdown mechanisms to preserve human authority.
When AI Safety Becomes Geopolitics
Advanced AI safety connects institutional governance with cross-border coordination.
Physical AI: When Intelligence Leaves the Screen and Enters the Real World
Moving intelligence into machines raises the importance of reliability and action boundaries.
The Inference Economy: Tokens, Watts and Latency
Evaluate the cost of completed outcomes rather than individual requests.
The Agentic Enterprise: When AI Agents Become an Operating Workforce
Operating agents requires identity, human ownership and scoped access.
AI Factories: From Data Centers to Intelligence Production Systems
Understand intelligence production as an integrated path from data to decisions.
AI Infrastructure Sovereignty
Control over AI depends on compute, energy, data and supplier dependencies.
Hybrid AI Architecture: The New Operating Model for Intelligent Enterprises
Allocate workloads across cloud, edge and devices according to each task.
AI at the Edge: When Intelligence Moves Closer to Action
Bring analysis closer to data to shorten the path from signals to action.
When AI Moves from the Cloud to the Personal Machine
Local AI redistributes capability and responsibility within the enterprise.
The Next Competitive Advantage: Operational Intelligence
Use operational signals to improve decisions and adapt workflows.
Why AI Strategies Fail Without System Infrastructure
Connect data, decision flows and ownership to move beyond isolated pilots.