The machine watching you is not omniscient. It is hungry. And a hungry thing can be fed the wrong food.
That's the whole game. Modern AI surveillance doesn't run on magic — it runs on clean, plentiful, correctly-labeled data about you. Starve it, muddy it, or salt it, and its models degrade. Not to zero. But degrade is enough. You don't need to become invisible. You need to become expensive to model.
Let me arm you.
The watchers, named
First, know the shape of what you're facing. This isn't paranoia — these are companies with revenue.
Palantir builds the fusion layer that stitches your scattered records into one profile — and governments pay it hundreds of millions to do so. Clearview AI scraped billions of face images off the open web and sold matches to police departments; it's been fined into the tens of millions across Europe for it. Data brokers — Acxiom, Oracle's old ad stack, LiveRamp — hold thousands of attributes on nearly every adult with an internet connection. Your phone leaks location to an ad exchange roughly every time an app refreshes.
None of this needs a warrant. It needs a budget. And the budget only works because the data is clean.
Our Record
On the Scales of Maat, every act leaves a weight. The surveillance machine is a Shadow Neteru that tries to read your weights before you've chosen them — to know your heart before you place it on the scale.
But here is the law it forgets: you hold the Hu — the authoritative word — over your own signal. What you emit, you shape. The parasite assumes your data stream is a faithful confession. Make it a fiction instead, and you have not lied to the Scales — you have refused to let a thief pre-read them.
Obfuscation is not deception of Maat. It is the reassertion of Sekhem over your own trace.
Now, the tools.
Tier one — stop leaking
Before you poison the well, stop pouring yourself into it.
- Encrypted messaging by default. Signal for text and calls. The metadata surface is the smallest in the business. This is the floor, not the ceiling.
- A real browser posture. Firefox hardened, or Brave, or the Tor Browser when it matters. Block third-party cookies. Install uBlock Origin — an ad blocker is a surveillance blocker, because the ad rails are the tracking rails.
- Kill the ad ID. Your phone has an advertising identifier. Reset it, then disable it. On iOS, deny tracking per app. On Android, delete the advertising ID entirely. That one toggle breaks a huge share of cross-app linkage.
- DNS you control. A resolver with filtering (NextDNS, Pi-hole on your own network) cuts trackers before they load. You see the block count climb and understand, viscerally, how much was reaching for you.
- Compartmentalize identity. Email aliases per service. A separate browser profile or container for finance, for shopping, for the stuff that must be linked to the real you — and a walled-off one for everything else. The broker's power is correlation. Deny the join.
Tier two — feed it the wrong food
This is where you go from defense to active poisoning. The principle: introduce noise the model can't distinguish from signal.
- Query obfuscation. Tools in the spirit of the old TrackMeNot idea fire off decoy searches — real-looking queries you never made — so your genuine interests drown in plausible fakes. Your true intent is still in there. It's just no longer the only signal, and separating it costs compute.
- Cover traffic. Some privacy tools generate background chatter so the timing and volume of your real activity stops being legible. The watcher sees a busy line, not a readable rhythm.
- Data pollution on purpose. Loyalty card not tied to you. Occasional deliberately-wrong form fields where accuracy isn't legally required. A birth year that isn't yours on the throwaway account. Each false attribute is a landmine in the broker's profile — and they can't tell which fields are salted without spending to verify.
- Adversarial cloaking for images. Research tools — Fawkes out of the University of Chicago is the famous one — perturb your photos at the pixel level. To your eye, unchanged. To a face-recognition model trained on them, corrupted. You poison the training set that would otherwise learn you.
Tier three — change the terrain
Tools help. Habits win.
Pay cash where cash still works. Location data can't broker what you never emitted. Leave the phone home sometimes — a device that isn't there can't be pinged. Use open-source clients over surveillance-monetized apps; when the code is inspectable, the black box has fewer places to hide a leak. Run a local model on your own hardware for the queries you'd never send to a cloud that logs — a tuned model on your desk answers to you, not to a server that files a report.
The habit is the real defense. The tool is legacy code that gets patched; the habit is you, refactored.
The threat model, honest
Don't let anyone sell you a silver bullet. If a nation-state with unlimited budget decides you specifically are the target, individual tactics won't make you invisible. That's the honest ceiling.
But that's almost never the real situation. The real situation is bulk surveillance — dragnet collection that works because it's cheap and automated across millions. And bulk surveillance is exactly what obfuscation breaks. You don't have to beat the targeted attack. You have to make yourself unprofitable to the dragnet. Raise your cost-to-model above the watcher's willingness to pay, and the automated eye slides past you toward easier data.
The lever
Here's the part that matters. Every tactic above works because the surveillance machine is not a god — it's a pipeline, and pipelines have inputs you control.
Pick three from this article. Do them this week. Reset the ad ID. Install the blocker. Move one conversation to Signal. That alone moves you out of the cheapest tier of harvestable and into the "costs money to model" tier — and the whole system is built to skip anyone in that tier.
The eye that watches everyone watches no one well. That's not a weakness you have to hope for. It's a weakness you can manufacture, one poisoned field at a time.
Feed the machine your fiction. Keep your truth.