Research notes

Agentic-Economy

Analysis

Search Becomes a Long-Running Agent Workload—And Enterprise Stack Work Makes the Token Boom Plausible

· agentic-economy, search-agents, enterprise-agents, agent-memory, token-economics, observability

Google’s “information agents” recast Search as a persistent monitoring system, while memory research like delta-mem and production reference architectures on AWS narrow the reliability and cost gap that has held back agentic automation—supporting analyst forecasts of a step-change in inference demand.

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Analysis

From Feature to Facility: How AI Agents Are Becoming a Governed Execution Layer

· agentic-economy, ai-agents, governance, search, security, red-teaming, multi-agent-systems, enterprise-ai

Agents are moving into mass-market interfaces like Search while enterprises institutionalize them through capability governance and security red-teaming—tightening the feedback loop between commercialization and control as the agentic economy takes shape.

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