Evaluating and Testing Frontier LLMs — The Full Lifecycle

Evaluating and Testing Frontier LLMs — The Full Lifecycle

From data curation to production monitoring — how frontier labs evaluate, red-team, and decide when to ship their most powerful models.

How to Train a Frontier LLM — The Full Pipeline

A technical walk-through of the entire training pipeline for a modern frontier large language model, from raw data curation through pre-training, mid-training, GRPO reasoning RL, safety alignment, and deployment monitoring.

The AI Economy Debate: What the Evidence Actually Shows

Same technology, same evidence, twentyfold gap in macro forecasts. We walk through the empirical record on AI's economic impact — adoption, worker-level RCTs, the Danish null, Acemoglu's macro arithmetic, the Anthropic Economic Index, and where the data converges.