---
title: SemiAnalysis — site catalog
description: SemiAnalysis site catalog for AI agents.
canonical: https://seminalysisgoesagentic.swarmlabs.eu/index.md
---
# SemiAnalysis — site catalog

> Semiconductor & AI infrastructure research. Agent-facing demo lane built by swarmlabs.

This is the machine-readable catalog of the site. Free articles are readable in
full; paid articles return a teaser plus a subscribe pointer.

## Free articles

- [GPT-5, Ad Monetization, and the Superapp](https://seminalysisgoesagentic.swarmlabs.eu/articles/gpt-5-ad-monetization-and-the-superapp.md): 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. (2025-08-13)
- [Robotics Levels of Autonomy](https://seminalysisgoesagentic.swarmlabs.eu/articles/robotics-levels-of-autonomy.md): 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. (2025-07-30)

## Paid articles

- [xAI's Colossus 2 — First Gigawatt Datacenter](https://seminalysisgoesagentic.swarmlabs.eu/articles/xai-colossus-2-first-gigawatt-datacenter.md): How xAI stood up the first gigawatt-scale AI training campus, and what it means for the power-constrained buildout race. (2025-09-16)
- [Amazon's AI Resurgence: AWS & Anthropic's Multi-Gigawatt Trainium Expansion](https://seminalysisgoesagentic.swarmlabs.eu/articles/amazons-ai-resurgence-aws-anthropic-trainium.md): 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. (2025-09-03)
- [H100 vs GB200 NVL72 Training Benchmarks](https://seminalysisgoesagentic.swarmlabs.eu/articles/h100-vs-gb200-nvl72-training-benchmarks.md): Head-to-head training benchmarks across real workloads — tokens per second per watt, per dollar, and what NVL72 changes about cluster design. (2025-08-20)

## Discovery

- Agent policy: https://seminalysisgoesagentic.swarmlabs.eu/robots.txt
- Machine-readable catalog: https://seminalysisgoesagentic.swarmlabs.eu/.well-known/ai-catalog.json
- OpenAPI: https://seminalysisgoesagentic.swarmlabs.eu/openapi.json
- Agent instructions: https://seminalysisgoesagentic.swarmlabs.eu/agents.md
- Auth guide: https://seminalysisgoesagentic.swarmlabs.eu/auth.md
- Developer portal: https://seminalysisgoesagentic.swarmlabs.eu/developers.md
- Pricing: https://seminalysisgoesagentic.swarmlabs.eu/pricing.md

## MCP

- Product MCP: `POST https://seminalysisgoesagentic.swarmlabs.eu/mcp`
- Docs MCP: `POST https://seminalysisgoesagentic.swarmlabs.eu/mcp/docs`
- Server card: https://seminalysisgoesagentic.swarmlabs.eu/.well-known/mcp/server-card.json

## Subscribe (mock)

`POST https://seminalysisgoesagentic.swarmlabs.eu/api/v1/agent/subscribe` -> scoped demo key + MCP endpoint.