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What I read,
and how I read it

A critical reading of current events. Not aggregation — interpretation.

EconomyApr 17, 2026

The productivity paradox: why individual gains stall

Individual acceleration exposes the enterprise's decision debt: we produce faster, but we don't decide better.

OperationsApr 17, 2026

Vertical AI: the end of generalist models, the rise of workflow agents

ROI is no longer in the chatbot — it's in the end-to-end automation of specialized business silos.

SecurityApr 15, 2026

Agentic cybersecurity as systemic survival

Against offensive automata, IBM proposes a machine-speed defense where humans move from action to auditability.

AI InfrastructureApr 15, 2026

The eviction of humans by the 'Headless CRM'

Salesforce validates the shift from CRM-as-data-entry-tool to programmable infrastructure, acknowledging that the human interface is now a bottleneck.

EconomyMar 30, 2026

Projections: AI-driven workforce adjustments set to multiply

This projection signals a deep shift in employment structure and in how human resources are allocated.

AI InfrastructureMar 30, 2026

Large-scale AI agent deployment: the infrastructure challenge remains critical

This signal highlights the friction between building isolated AI agents and building an enterprise infrastructure able to manage and integrate them reliably and securely.

AI InfrastructureMar 30, 2026

Voice AI becomes a central pillar of enterprise agentic infrastructure

Integrating high-quality voice capabilities into agent orchestration platforms marks an evolution of the human-machine interface.

OrganizationMar 30, 2026

AI boosts individual productivity — organizational blockers persist

This signal highlights the disconnect between the acceleration of individual building blocks (AI tools) and the slowness of the broader organizational infrastructure.

AI InfrastructureMar 30, 2026