---
id: "quote-inference-chips"
type: "quote"
source_timestamps: ["00:03:10"]
tags: ["hardware", "economics"]
related: ["concept-training-inference-chip-divergence"]
speaker: "Nate B. Jones"
speakers: ["Nate B. Jones"]
sources: ["s17-3-model-drops"]
sourceVaultSlug: "s17-3-model-drops"
originDay: 17
---
# Training vs Inference Chips

## Quote

> "Fundamentally, the chips we use to train should not be the chips we use to infer. Because inference is a different problem."

— [[entity-nate-b-jones]] (~03:10)

## Why It Matters

This is the speaker's compressed thesis for [[concept-training-inference-chip-divergence]] and the hardware root cause of the [[concept-inference-wall]]. It frames the entire economic crisis as an architectural mismatch — solvable in principle (e.g. Google's Turbo Quant work), but not yet solved at industry scale.

## Related
- [[concept-training-inference-chip-divergence]]
- [[concept-inference-wall]]
- [[prereq-training-vs-inference]]