Insights

Articles & Reports

Perspectives on energy, AI & compute, software & infrastructure, and the strategic decisions behind them.

9 articles

Page 1 of 2

AI & ComputeMarch 12, 20267 min read

Benchmarks Lie

Why published model scores rarely predict production behaviour, and how to evaluate AI for your actual workload.

AI & ComputeFebruary 5, 20267 min read

Inference Economics

Self-hosted versus API, reserved versus on-demand, single model versus routing. A decision framework for serving AI in production.

StrategyOctober 3, 20256 min read

Build, Buy, or Tolerate

The real question is knowing which technical decisions compound and which don't warrant the investment at all.

Software & InfrastructureSeptember 22, 20258 min read

Why Python Keeps Winning

Python's dominance is accelerating, and the reasons go deeper than syntax. The ecosystem is solving its own weaknesses faster than alternatives can catch up.

AI & ComputeJuly 9, 20257 min read

The Fine-Tuning Decision

When custom models justify the investment and when strong prompting with a frontier model is the more durable choice.