Skip to content
HN On Hacker News ↗

Survival LLM: an AI that still works when the internet doesn't

▲ 543 points • 204 comments • by Luc • 1w ago • HN discussion ↗

Pangram verdict · v3.3

We believe this text is mainly AI, with some human-written content.

95 %

AI likelihood · overall

AI
5% human-written 95% AI-generated
SEGMENTS · HUMAN 3 of 20
SEGMENTS · AI 17 of 20
WORD COUNT 732
PEAK AI % 100% · §1
Analyzed
Oct 27
backend: pangram/v3.3
Segments scanned
20 windows
avg 37 words each
Distribution
5 / 95%
human / AI fraction
Verdict
AI
Pangram v3.3

Article text · 732 words · 20 segments analyzed

Human AI-generated
§1 AI · 100%

Survival LLM is a free AI assistant and emergency library that runs entirely on your own computer. Ask it how to keep food safe in a blackout, treat a burn, or purify water, and it answers from trusted sources and shows you exactly where each answer came from.

§2 AI · 100%

Free and open source.

§3 AI · 100%

Set it up while you have internet; after that it needs none. What it does Works with no internetThe AI model and the library live on your computer. Nothing you ask leaves it. Shows its sourcesEvery answer lists the articles it read. Click one to read it yourself, with the exact passage highlighted. Made for emergenciesMedical references, FEMA and CDC guidance, survival manuals, how-to guides, repair guides and about 930,000 Wikipedia articles. Pick your version The app is the same everywhere. When it opens, it checks your computer's memory and downloads the AI model that fits. More memory means a smarter model. Your computerAI model it usesOur emergency testModel download Mac with 128 GB or more memoryNVIDIA Nemotron 3.5 Super21 of 22 right80 GB Mac with 32–96 GBQwen3.8 27B21 of 22 right18 GB Windows PC with 32 GB or moreNVIDIA Nemotron 3.5 Lightning19 of 22 right25 GB Mac or PC with 16–31 GBIBM Granite 4.2 8B14 of 22 right6 GB "Right" means it got the main point of official guidance right on 22 blackout and first-aid questions, graded blind, in our tests on an earlier build of the library (how we tested). Smaller models make more mistakes, so the app always shows the source to check. Plus the library: a 9 GB download for everything (19 GB once installed), or 1.3 GB (3 GB installed) without Wikipedia and iFixit. Free disk space needed: the model's size plus 5 GB, plus about 27 GB while the full library installs (10 GB for the smaller one).

§4 AI · 100%

Apple Silicon Macs (M1 or newer) with macOS 14 Sonoma or newer, and 64-bit Windows 10 or 11.

§5 AI · 100%

Set it up in three steps Setup takes 20 minutes to about 2½ hours, depending on your computer and your internet speed.

§6 AI · 100%

You only click for about 5 minutes; the rest is downloading.

§7 Human · 0%

Download Survival LLM for Mac or Windows and unzip it.

§8 Human · 0%

On Windows, right-click the zip and choose Extract All. Open it. On a Mac, double-click Survival LLM.

§9 Human · 0%

On Windows, open the extracted folder and double-click Survival LLM.bat.

§10 AI · 95%

Follow the setup.

§11 AI · 100%

The app opens in its own window and downloads the AI engine (built into the Mac app), the AI model that fits your computer, and the library. Let it finish while you're online. The first time you open it, your computer warns you, because the app isn't sold through an app store.

§12 AI · 100%

Mac: click Done, open System Settings > Privacy & Security, scroll down to "Survival LLM was blocked", click Open Anyway and confirm with your password. You only do this once.

§13 AI · 100%

Windows: click More info, then Run anyway.

§14 AI · 100%

What's in the library Plain-text copies of openly licensed (some for non-commercial use only) and public-domain references, searchable in a fraction of a second: About 930,000 of Wikipedia's most-read articles WikiMed medical encyclopedia MedlinePlus (U.S.

§15 AI · 100%

National Library of Medicine) UK Medicines A to Z (public sector information) WikEM emergency medicine Ready.gov (FEMA) emergency guides CDC travelers' health U.S. military medicine and survival manuals Risk references for estimating micromorts: life tables and U.S.

§16 AI · 100%

death rates wikiHow how-to guides iFixit repair guides Appropedia (appropriate technology) Q&A on home repair, cooking, gardening, the outdoors and ham radio (Stack Exchange) Each source keeps its own license, shown with every article; see the full list with licenses. Good to know It can be wrongAI models make mistakes, the small ones more often. Every answer shows the articles it used, so you can check.

§17 AI · 100%

PrivateNo account, no tracking.

§18 AI · 100%

Your questions never leave your computer, and once set up it works with the internet off. Your own filesAdd PDFs, Word documents, ebooks and notes, like your generator's manual or your family's emergency plan, and the AI searches them too.

§19 AI · 100%

They stay on your computer.

§20 AI · 100%

UpdatesCheck for updates, at the bottom of the app, installs a new version in one click and keeps your models, library and files. BatteryOn a MacBook Pro we measured about 100 W while it answers, for 5 to 40 seconds per question: a full battery answers roughly 100 to 300. A small generator or power station runs it easily.