Map/Compute hardware/Wave 3

On-prem and air-gapped frontier AI

Frontier-class models, closed ones included, run inside the customer's own building with no internet link, as a managed stack or a single appliance.

capabilityBuilt today Open on the map →

Facts

Lane: Compute hardware
Wave: 3 of 12 (build order, not a date)
Needs: 5 boxes all the way back through hard links
Unlocks: 0 boxes downstream through hard links
Leverage: None: already built
Cluster: Oversight and alignment
Found by: ownership inversion lens

Evidence as of October 2026

Gemini on Google Distributed Cloud has been generally available air-gapped since 28 Aug 2025, and a single 8-GPU appliance that holds weights only in volatile memory was reported on 22 Apr 2026.

Around it

Needs · 2

Compute supplycapability · Built today
Model weight securitycapability · Emerging · helps, not required

Unlocks · 4

AI research tools in investingcapability · Built today · helps, not required
Clinical AI in practicecapability · Emerging · helps, not required
AI in public servicesstage · Emerging · helps, not required
Military AI and autonomystage · Emerging · helps, not required

Loops and off-ramps

Capex pullbackoff-ramp · slowed
Taiwan chip disruptionoff-ramp · slowed
Power shortfalloff-ramp · slowed
Capability plateauoff-ramp · slowed
Training data ruled outoff-ramp · slowed

Openings researchers' judgement, October 2026 scouting

Crowding3.5 Lab overlap4 Small-team fit2 Buyer today4 Research openness2.5

Depth: light
Players: Google GDC + Cirrascale Gemini appliance; OpenAI-Dell on-prem (May 2026); Cohere ($500M); Prem (seeking $100M at $500M+); EdgeRunner ($17.5M); Articul8 ($70M B)
Wedge: Offline operations for air-gapped deployments: evaluation and drift checks, signed update bundles and audit trails, sold to the integrators who install the appliances. startup