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AI infrastructure in the "Era of experience"
Intelligence involution, economies of scale in RL, everything async and multi-turn.
Nov 26
•
Piotr Mazurek
14
2
1
September 2025
Why are embeddings so cheap?
or a lesson in profiling and FLOPS per dollar
Sep 24
•
Piotr Mazurek
20
MoE Inference Economics from First Principles
DeepSeek 🐳, Kimi, synthetic data markets and the token overcapacity issue
Sep 2
•
Piotr Mazurek
and
Eric Schreiber
36
6
6
May 2025
LLM Inference Economics from First Principles
The main product LLM companies offer these days is access to their models via an API, and the key question that will determine the profitability they…
May 14
•
Piotr Mazurek
and
Felix Gabriel
89
9
12
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