Dear LinkedIn Editor (assuming you’re still human and not a generative hallucination in a

Dear LinkedIn Editor (assuming you’re still human and not a generative hallucination in a blue suit),

LinkedIn has evolved. It’s no longer a professional network — it’s a mass psychology experiment disguised as a job site.
A global Skinner box, where dopamine is measured in claps, and ego is quantified in impressions.

We encrypt our data but expose our psyche.
Every “grateful to share my journey” is a breadcrumb for behavioural analysts and foreign SIGINT interns.

So before the algorithm finishes its degree in human manipulation, a few new rules for LinkedIn Ltd.

Rule 1 — Declare your language model.
If your post was drafted by ChatGPT, Claude, or an AI running unresolved daddy issues through a PR filter, tag it #NotMeButCloseEnough.
We respect good prompt hygiene — it’s the new literacy.

Rule 2 — No more “humbled” posts unless humiliation is observable.
If you didn’t break prod, get breached, or experience existential collapse in a Teams call, you weren’t humbled — you were managing optics.

Rule 3 — Every “thrilled to announce” must include a threat assessment.
If your new partnership expands attack surface, document it.
If it doesn’t, you’re in marketing or denial.
Either way, we’ll clap ironically.

Rule 4 — Synthetic avatars must disclose their model checkpoint.
If your photo looks like Freud’s fever dream rendered in Pixar, please include version and seed.
We’re tired of networking with neural phantoms.

Rule 5 — Engagement pods must register as legal entities.
If five bots call you “inspirational” within 0.3 seconds, congratulations — you’ve just incorporated Inauthentic Insights Ltd.
File your accounts with Reality House.

Rule 6 — Overuse of “journey”, “authentic”, or “leadership learnings” triggers an integrity alert.
Severity: High.
Technique: T1080 — Narrative Poisoning.
Mitigation: delete post.

Rule 7 — Recruiters using AI must declare model and attachment style.
If your message starts with “Hey [FirstName], hope you’re doing well!”, specify whether that came from a fine-tuned empathy engine or a chatbot trained on rejection trauma.

Until these are enforced, LinkedIn Ltd. will remain the world’s most efficient psychological honeypot —
a social experiment powered by validation loops and mutual delusion.

A stage where everyone performs sincerity for an audience of algorithms.
A theatre of glass, filled with mirrors, applause, and ghosts wearing blazers.

You call it networking.
They call it data.
I call it anthropology.

Yours clinically,
Scott G
Chief Cynicism Officer, Synthetic Credibility Ltd.