SANS
GERARD
Spoken 200 times in 43 countries
Alien cookbook
featuring Kang and Kodos
A tale of missing context and language nuance
FOR
HOW TO
HOW TO
HOW TO
HOW TO
Vertex AI
Complexity
Features
1
2
GoogleAI
VertexAI
Pro 1.0
Pro 1.5
Ultra 1.0
Nano 1.0
(MoE)
Gemini 1.0 Pro 128K tokens
(100 pages)
Gemini 1.5 Pro 1M
(800 pages)
1h
video
11h
audio
30K
LOC
800
pages
1 Million tokens
Text: Apollo 11 script
402-pages
Video: Buster Keaton movie
44-minutes
Code: three.js demos
100K-LOC
Self-contained
Only what you need. Avoids fragmentation and relevance drift
Cost-effective
Lower investment over time, fixed query latency. No fixed costs
User-guided
Unified data for focus, easier to control and improve quality
Interpretable
Improved transparency, easier to debug & iterate
English to Kalamang
Limited