RC RANDOM CHAOS

AI pipelines

3 posts

Google quietly broke the search-scraping stack
Article

Google quietly broke the search-scraping stack

Google's 2025 anti-scraping update killed cheap SERP scraping. How to rebuild AI search pipelines on sanctioned APIs, validation, and budget controls.

 Three model calls, finished before you blink
Article

Three model calls, finished before you blink

Qwen 3.8 27B at 1500 tokens/s on Cerebras is an orchestration budget, not a quality upgrade - spend it on validation and decomposition, not more agents.

 Complexity theory never said that
Article

Complexity theory never said that

Complexity theory does not prove human-level ML is impossible. Here is what the theorems actually say and how to design AI systems around real constraints.