1. Briefing
2. Stage Sources · 1/1

Sources

Sources, not vibes

A verifiable core plus a pedagogical corpus of real URLs. Each card says what it was used for.

1. You will understand
2. Verifiable core first.
3. Pedagogical corpus if you want more.
4. The briefing’s limits are written down.

Limits: we did not run the tokenizer against the API in this briefing (need a key, and the model may vanish). We rebuilt the +75 pattern and the video table from independent reports (dax, r/singularity, MaxForAI, Pritish, Davis). If Z.ai posts a denial, the verdict updates.

sources.json · llms.txt