# SemiAnalysis — articles

> Article catalog for agents.

## Free

- [GPT-5, Ad Monetization, and the Superapp](https://seminalysisgoesagentic.swarmlabs.eu/articles/gpt-5-ad-monetization-and-the-superapp): How ad monetization inside frontier AI assistants could work, why the superapp thesis depends on it, and the unit economics that decide whether it compounds.
- [Robotics Levels of Autonomy](https://seminalysisgoesagentic.swarmlabs.eu/articles/robotics-levels-of-autonomy): A practical framework for the levels of autonomy in modern robotics, from teleoperation to fully autonomous systems, and where today's hardware and software actually land.

## Paid

- [xAI's Colossus 2 — First Gigawatt Datacenter](https://seminalysisgoesagentic.swarmlabs.eu/articles/xai-colossus-2-first-gigawatt-datacenter): How xAI stood up the first gigawatt-scale AI training campus, and what it means for the power-constrained buildout race.
- [Amazon's AI Resurgence: AWS & Anthropic's Multi-Gigawatt Trainium Expansion](https://seminalysisgoesagentic.swarmlabs.eu/articles/amazons-ai-resurgence-aws-anthropic-trainium): How the AWS-Anthropic partnership is scaling Trainium to multi-gigawatt campuses, and what it means for the GPU-vs-accelerator balance in frontier training.
- [H100 vs GB200 NVL72 Training Benchmarks](https://seminalysisgoesagentic.swarmlabs.eu/articles/h100-vs-gb200-nvl72-training-benchmarks): Head-to-head training benchmarks across real workloads — tokens per second per watt, per dollar, and what NVL72 changes about cluster design.