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Alex Dalton

Alex Dalton

Unplugged AI: Why We Built It

4 min readMay 20, 2025

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It Started on a Trail in Vermont

It was the dead of winter, somewhere deep in the backcountry trails of a Vermont Mountain Range. Baker (my co-founder) and I were halfway into a snow-covered stretch, boards on our backs, wind biting at our faces, and no one for miles.

That’s when the hypothetical turned real.

“What if one of us gets seriously hurt?” I asked.

We had no GPS beacon. No satellite phone. No cell signal. Just a vague trail map and each other — our first time doing backcountry of this level, obviously.

“Maybe we could use ChatGP…”

Oh wait — there’s no signal.

That moment stuck with us. Not because we were scared, but because it made something obvious: Most of today’s technology — even the smartest stuff — assumes you’ll always be connected. But what about when you’re not?

That’s where Unplugged AI began — not in a lab or a business plan, but as two friends on a snowy trail asking: What kind of AI would actually help out here?

Unplugged AI: Offline Survival Assistant

A Tool Born from Real Needs

Unplugged AI is now a fully offline, local language model assistant designed to support survival, bushcraft, and emergency scenarios. It’s powered by a Raspberry Pi, running a custom Retrieval-Augmented Generation (RAG) system trained on over 260 military-grade documents, field manuals, tactical guides, and bushcraft literature.

This isn’t a wrapper for ChatGPT. It’s not a productivity plug-in. It’s not another Slack bot to tell you what your to-do list is.

It’s a mission-built, field-ready tool that works when you’re off-grid — because that’s when you need answers the most.

What It Can Do (So Far)

Unplugged AI currently offers conversational, actionable support in:

  • Shelter construction (from improvised debris huts to snow caves)
  • Emergency medical response (field triage, wound care, stabilization)
  • Firecraft and water purification (with regional technique optimization)
  • Navigation and wayfinding (without GPS dependency)
  • Foraging and food safety (wild edibles, toxins, preservation)
  • Signaling and rescue preparation (based on real SAR protocol)
  • Disaster response support (earthquakes, floods, civil disruption)

It’s optimized to give you the right information quickly — without needing power-hungry cloud access or a continuous data stream. It runs completely local. It’s lightweight, rugged, and modular. And most importantly — it’s yours.

Why We’re Doing This

We’re not trying to build a billion-dollar AI legal assistant.

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This isn’t about enterprise integrations or SaaS dashboards for corporate verticals. There’s enough of that.

Unplugged AI is about reclaiming agency in how we use intelligent systems. It’s about designing tools that work for people — especially in moments where failure isn’t an option.

At its core, our philosophy is simple:

AI should provide massive value in the real world — not just the virtual one.

That means moving beyond the cloud. Beyond infinite scrolls. Beyond dependency. We want to build systems that are owned, portable, useful, and human-aligned.

From Campfire Idea to Community Movement

Since that moment in Vermont, things have evolved. We’ve had incredible early interest — from friends, from field professionals, and even from high-level AI leadership. A conversation with the Director of AI at Microsoft gave us the push to formalize our thoughts into an academic research paper (heading for publishing via arXiv), and we’re now gearing up for a Kickstarter campaign this summer.

But this isn’t a product launch.

This Medium series exists to bring you along for the ride. We’re sharing the process — the philosophies, builds, roadblocks, tests, and conversations — so that anyone aligned with this mission can plug in (or rather, unplug) and join us.

We’re calling out to:

  • Off-grid builders
  • Preppers and survivalists
  • Environmentalists and field researchers
  • First responders and rescue teams
  • Outdoor athletes, guides, and medics
  • Technologists sick of cloud dependence
  • And anyone who believes that intelligence should serve, not surveil

What’s Next

We’re continuing to test and iterate the hardware-software stack, expand our survival dataset, and prepare for field pilot programs. Our Kickstarter will give early supporters access to the first units and a role in shaping how this project grows.

In the meantime — follow the journey here. Read the series. Share it. Reach out. We’re building this to last, and it starts with a community of people who care about real-world resilience.

Because someday, whether you’re deep in the woods or facing the unexpected in your own neighborhood, you might just need us.

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