The Automated-Internet Vocabulary: 25 terms

The automated web has a dialect. Learn it and half the fog lifts on its own. Alphabetical, cross-linked, no jargon left undefined.

ASTROTURFING

Manufactured grassroots — paid or automated voices posing as spontaneous public opinion. The product isn't the posts; it's the feeling that "everyone thinks this." How much of the web is automated: How Much Is Bots.

BOT

Software operating an account or making requests without a human at the wheel. Ranges from benign (search crawlers, uptime monitors) to hostile (scam rings). "Bot" without context is a mood, not a measurement.

BOTNET / BOT RING

Many automated accounts steered together — amplifying, following, and replying to each other to simulate consensus. Individually deniable, collectively geometric.

C2PA / CONTENT CREDENTIALS

An open technical standard that lets cameras and software cryptographically sign where a file came from and what edited it — provenance as paperwork rather than vibes. The durable end of the detection arms race.

CAPTCHA

"Prove you're human" tests — now a daily ritual in which machines judge people, while other machines learn to pass.

CONTENT FARM

An operation producing high-volume, low-cost content to harvest search and ad revenue. Historically sweatshops of underpaid writers; increasingly server racks. How the web got here: What the Internet Was.

DEAD INTERNET THEORY

The claim that most online activity is no longer human — born as forum lore around 2021, exaggerated in its strong form, uncomfortably directionally right since. A longer look: What the Internet Was.

DEEPFAKE

Synthetic audio/video depicting a real person doing or saying what they didn't. The face is the payload; your trust in footage is the vulnerability. What to do about it: Deepfake Self-Defence.

DIFFUSION MODEL

The image-generation technique behind most synthetic pictures: start from noise, denoise toward a description. Why synthetic images feel "dreamed" — they were never seen, only converged upon.

ENGAGEMENT FARMING

Posting engineered to maximize reactions — outrage, awe, fill-in-the-blank bait — because reach is currency regardless of truth. The metabolism every swarm shares.

ENSHITTIFICATION

Coined term for a platform lifecycle: serve users → squeeze users for business customers → squeeze everyone for the platform. Used here descriptively: the gravity that makes floods of cheap content profitable.

HALLUCINATION

When a generative model states false things fluently and confidently. Not lying — lying requires knowing. The confidence is the dangerous part.

LATERAL READING

Verifying a source by leaving it — opening new tabs about the claim and the claimant instead of studying the page harder. The master habit of professional fact-checkers. Related search habits: How to Search Now.

LLM (LARGE LANGUAGE MODEL)

The text engine behind machine writing — trained on vast text to predict the next word, capable of fluent prose in any register. How to recognise its prose: How to Spot AI Writing.

MODEL COLLAPSE

Degradation that occurs when models train on synthetic output from earlier models — copies of copies, detail averaging away. Explained, with the research behind it, in How an AI Is Built.

OUT-OF-BAND VERIFICATION

Confirming identity or claims through a second, independent channel — the callback, the passphrase, the walk down the hall. The family version, a code word and a callback: Deepfake Self-Defence.

PARASOCIAL

A one-way relationship with a persona who doesn't know you exist — now industrialized, since personas can be synthetic, tireless, and A/B-tested for attachment.

PROMPT

The instruction given to a generative model. How to write a good one: the Craft.

PROVENANCE

A record of where content came from and what touched it. The dated source lines on this site's pages apply the same idea to claims.

RAGE-BAIT

Content engineered to provoke anger because anger outperforms every other emotion in the feed's arithmetic. What is being optimised at you: Pages Written For Machines.

SEO SPAM / SLOP SITES

Machine-written pages tuned to rank in search rather than inform — arbitraging the gap between generation cost and ad revenue.

SIFT

Stop · Investigate the source · Find better coverage · Trace to the original. A media-literacy method for checking a claim before trusting or sharing it.

SLOP

The vernacular term for low-effort synthetic content flooding feeds and search. Quantity is its quality.

SOCKPUPPET

A fake persona operated by someone concealing their identity — the artisanal, hand-operated ancestor of the bot ring.

VOICE CLONE

A synthetic copy of a specific person's voice, buildable from seconds of audio. Why your family needs a passphrase — protocol in Deepfake Self-Defence.