Opinions and Analysis

Technical analyses, opinion articles, and best practices from experts and specialized sources.

4 Articles

Ontario Faces a Clean Electricity Gap Before It Faces a Capacity Shortfall

Ontario data indicate that the first challenge through the middle of the next decade is securing sufficient quantities of clean electricity year-round, not adding a massive block of peak capacity. The author argues that the province should accelerate the deployment of renewables, storage, and flexibility, and defer decisions on major nuclear expansion until demand needs become clearer.

2026-08-14

Opinions and Analysis

LLMOps and Platform Engineering: Who Owns the AI Pipeline?

Daniel Bryant analyzes the overlap between LLMOps, MLOps, DevOps, and platform engineering, warning of the emergence of hidden AI operations outside governance. Rather than creating a standalone LLMOps platform, he calls for integrating its capabilities into platforms’ self-service workflows with controls for cost, access, review, and auditing.

2026-08-13

Opinions and Analysis

Anthropic Proposes Two Frameworks for Policies Addressing the Acceleration of AI

Anthropic has proposed an advanced AI model governance framework and an economic framework to prepare for the technology’s impact on the labor market and the distribution of its benefits. The company calls for greater transparency, independent evaluation, stronger security, and authority for governments to deter deployments that could cause catastrophic harm under defined safeguards.

2026-08-12

Opinions and Analysis

The Semantic Layer as a Strategy for Reducing Data Risks

The article argues that standardizing metric definitions, business rules, and access points within a single semantic layer can reduce the risks of conflicting numbers, weak governance, and failed change implementation across analytics and artificial intelligence tools. However, it emphasizes that this layer does not fix poor-quality data and cannot replace an organization’s commitment to standardizing definitions.

2026-07-31