Sour Labs🍋 own your intelligence · field note nº 08/25

~/models $ field notes on AI sovereignty

Intelligence you plant yourself.

Big Tech rents you intelligence by the token — and keeps the diary. A local model is a mind in a flowerpot: it grows in your soil, and its roots are yours to inspect.

scroll — the garden grows with you click anywhere — plant a synapse-seed

two places a thought can live

One garden withers.
The other one is yours.

Same question, asked in two places. Watch where the thought goes — and who gets to keep it.

their cloud — the rented brain

Every prompt is a postcard.

Logged, graded, retained, subpoena-able. You water a garden you will never own, behind a fence you will never see over. Miss a payment and the whole meadow evaporates — along with everything you told it.

uptime: theirs · weights: theirs
diary: yours — kept by them
your machine — the garden

The answer never leaves the room.

Weights on your disk, inference on your silicon. Ask it anything at 3 a.m. — no log, no grade, no meter running. Close the lid and the conversation is over. For everyone.

packets leaving your machine: 0
rent due: never

the seed catalog

What runs on a laptop now.

Not someday. This afternoon. Open weights, open licenses, no loyalty card. Pick a packet, pour a coffee, sow.

SL-08 · packet 01— tear here —

Llama 3.1 8B

var. “kitchen herb” — it chats

Drafts, summaries, passable Python. Perfectly happy on the same laptop you're reading this on.

weight
4.9 GB
soil
8 GB RAM
sun
none needed
license
open weights
$ ollama run llama3.1
SL-08 · packet 02— tear here —

Whisper large

var. “trumpet vine” — it listens

Speech to text in ~100 languages. Your voice memos get transcribed without being mailed to anyone.

weight
1.5 GB
soil
4 GB RAM
bloom
text from sound
license
MIT
$ whisper standup.m4a
SL-08 · packet 03— tear here —

FLUX.1 schnell

var. “night bloom” — it draws

Images from sentences, rendered on your own silicon. No upload, no watermark, no content cop.

weight
12 GB
soil
16 GB unified
bloom
1024² px
license
Apache-2.0
$ comfy run flux-schnell
SL-08 · packet 04— tear here —

Qwen 2.5 72B

var. “greenhouse oak” — it reasons

Near-frontier reasoning for the price of a used car — once. Wants a fat Mac Studio or a GPU with opinions.

weight
43 GB · q4
soil
64 GB RAM
sun
patience
license
open weights
$ ollama run qwen2.5:72b

germination guaranteed · side effects include ownership

A model in your house forgets nothing to strangers. Because it tells no one anything. Ever.

— field note nº 08, on privacy

the empowering turn

Plant one now.

The future of AI isn't one datacenter the size of Delaware. It's a million small gardens with a million different gardeners, swapping seeds over the fence. Your laptop is a plot of land. The seeds are free. The soil is already paid for.

Download a model tonight. Ask it something you'd never type into someone else's text box. Notice how that feels.

— click in the bed to sow — synapse-seeds planted this visit: 00 soil: yours · awaiting first seed

Feed your new houseplant good prompts — we keep ours in Grimoire, the Sour Labs spellbook. 🧪