Blog

Notes, updates, and practical writing on AI agents.

Davos 2026: from capability to control—why AI governance is the real risk
Jan 23, 2026
IndustryGovernanceRiskAgents

An industry view on AI governance and the risk of concentrated control.

Conference hall with attendees at a forum

Davos discussions emphasized governance as a central risk in AI adoption.

The conversation shifts from capability milestones to control, oversight, and institutional accountability.

Key points:

  • Governance gaps as a systemic risk
  • Concentration of AI control and access
  • Need for shared standards across sectors
Source
OpenAI introduces Education for Countries
Jan 21, 2026
EducationPolicyWorkforcePublic Sector

A new initiative aimed at supporting national education systems with AI guidance and resources.

Students and educators in a classroom setting

OpenAI announced Education for Countries, a program focused on helping governments and institutions prepare for AI-enabled learning.

The update highlights structured guidance for workforce transitions and curriculum alignment. It emphasizes practical implementation over broad claims.

Key points:

  • National education strategies with AI literacy focus
  • Workforce upskilling considerations for public sector teams
  • Long-term support for policy and curriculum alignment
Source
EU AI Act timeline: what changes before 2 August 2026
Jan 19, 2026
RegulationEUComplianceGPAI

A snapshot of regulatory milestones leading up to the August 2026 deadlines.

European Union flag in front of government buildings

The EU AI Act includes staggered deadlines and phased requirements. The August 2026 date is a major checkpoint for compliance readiness.

This overview focuses on key changes leading up to the deadline and what teams should track now.

Key points:

  • Phased rollout with earlier obligations
  • GPAI and high-risk system requirements
  • Documentation and governance expectations
Source
OpenAI for Healthcare: secure AI products for clinical teams
Jan 08, 2026
HealthcareSecurityComplianceEnterprise

A focus on secure AI products and compliance guardrails for clinical workflows.

Healthcare professionals reviewing a digital dashboard

OpenAI shared a healthcare-focused update on secure AI products for clinical teams.

The emphasis is on safe deployment, compliance, and operational controls. The piece outlines how clinical environments require strict governance.

Key points:

  • Security-first approaches for clinical systems
  • Compliance-aware deployment practices
  • Controls for data access and auditability
Source

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