Starlink V3: Faster Pipe, Same Problem
SpaceX's V3 satellites promise 1 Tbps per bird. For vessel AI, the throughput was never the bottleneck. The architecture stays local.
Ethan Marsh·May 27, 2026

Senior AI Engineer, ShipboardAI
Ethan Marsh is the engineer who makes the pieces talk. He designs and builds the agentic workflows, API integrations, and data orchestration layers that sit on top of on-vessel AI infrastructure, the software that turns expensive hardware into guest concierges, L1 support agents, voice assistants, and offline knowledge tools.
His background blends product management with hands-on AI engineering. Before ShipboardAI, he worked on enterprise AI search and recommendation systems, integrating large models with CRMs, telephony stacks, legacy databases, and marketing automation. Carnegie Mellon MBA. Strong opinions about when to use an agent and when to use a function call.
Ethan writes about the practical side of local AI deployment: how to wire a 70B model into a ship's PMS without latency spikes, how to run multi-agent workflows that degrade gracefully when one tool goes offline, how to ship voice assistants that work in seven languages on a vessel with no internet. The nuts and bolts of making on-prem AI feel like magic.
SpaceX's V3 satellites promise 1 Tbps per bird. For vessel AI, the throughput was never the bottleneck. The architecture stays local.
Ethan Marsh·May 27, 2026
The USCG cybersecurity rule hits its July milestone in six weeks. The IT/OT segmentation mandate validates sovereign vessel AI architecture.
Ethan Marsh·May 25, 2026
Build, buy, or self-host voice assistants for multilingual yacht crews. Real latency numbers for Whisper, Piper, and Deepgram on vessel hardware.
Ethan Marsh·May 24, 2026
A worm compromised 633 npm packages in an hour. On-vessel software needs air-gapped dependency pipelines, not live registry pulls.
Ethan Marsh·May 20, 2026
How to architect a multi-tool AI concierge that handles guest requests on a charter yacht, with or without a satellite link.
Ethan Marsh·May 3, 2026
Moonshot AI's Kimi K2.6 ships natively in INT4 at 1T parameters. Open weights, world-class agent benchmarks, and a hardware bill that starts at 8 H200s.
Ethan Marsh·April 21, 2026
Maritime cyber incidents doubled in 2025, with ransomware now targeting engine and ballast systems. Local-first AI reduces the blast radius.
Ethan Marsh·April 20, 2026
Hardware, quantization, and serving stack for running Llama 3.1 70B on a vessel with no cloud fallback. Real specs and real benchmarks.
Ethan Marsh·April 19, 2026
Google's TurboQuant compresses the KV cache to 3 bits with no accuracy loss. Here is what that means for a vessel GPU rack.
Ethan Marsh·April 10, 2026
Vercel ran the eval: a compressed doc file beat on-demand retrieval 100% to 53%. What that means for AI deployments on vessels.
Ethan Marsh·April 4, 2026