---
id: "entity-google-d49"
type: "entity"
entityType: "organization"
canonicalName: "Google"
aliases: ["Google Research", "Alphabet"]
source_timestamps: ["00:00:00", "14:00:00"]
tags: ["organization", "foundation-model-provider"]
related: ["concept-turboquant", "entity-gemini", "claim-google-compounding-advantage", "entity-turboquant"]
canonicalUrl: "https://research.google/"
sources: ["s49-killed-ram-limits"]
sourceVaultSlug: "s49-killed-ram-limits"
originDay: 49
---
# Google

Google is the technology company that published the [[entity-turboquant]] paper (ICLR 2026) detailing the [[concept-turboquant]] compression algorithm.

**Strategic position in this vault**:
- Owns the [[entity-gemini-d49]] foundation model stack.
- Owns the TPU hardware stack (vertical integration).
- Has publicly admitted the [[concept-kv-cache]] is a bottleneck for Gemini and that they struggle to secure enough [[entity-hbm]].
- **Therefore** uniquely positioned to deploy Turboquant fastest and capture a compounding cost advantage — see [[claim-google-compounding-advantage]].

**Canonical URL**: https://research.google/

Google's vertical integration is the structural reason the speaker [[entity-nate-b-jones]] flags this as a strategic shift in the AI industry.