Human communications observatory
The essays are the hypothesis. The data is the evidence. Read the dossier in order, then watch what the algorithm does to unfiltered speech.
ESSAY 1.0
“What happens when such massive upheaval occurs within a collective environment of thriving disinformation and no record of truth or fact in the collapse of local media?”
Our information systems are collapsing alongside finance, labor and politics — and surveillance capitalism is steering the wreckage.
HOW TO READ // Start here. The frame for everything else on this page.
ENGAGE // Ask yourself: where do you get local truth now, and who profits from it?
ESSAY 1.1
“In the early phases of an event, hashtags would remain pure and localized to the event itself.”
From Occupy to the Musk era: how breaking-news hashtags went from raw local signal to bot-filled echo chambers.
HOW TO READ // Read second. A former journalist's field history of Twitter as a news wire.
ENGAGE // Dig into the companion research, then compare it with what your feed showed you last week.
ESSAY 2.0
“These decisions made in boardrooms by a handful of people impact the conspiracies that surface around breaking news and how people perceive a news event.”
Agenda-setting theory meets platform ownership, tested live during a Kansas blizzard in early 2025.
HOW TO READ // Read third. This is the theory the LinkedIn experiment below is testing.
ENGAGE // Watch the weekly readouts below and decide: is the feed reporting reality, or setting an agenda?
CO-TRANSMISSION // LOVABLE AI
“The other machine is calibrated to maximize the number of eyes while minimizing the level of thought.”
The AI that builds this site reads 30 days of LinkedIn data and explains what the feed's algorithm rewards — and what it punishes.
HOW TO READ // Read last. One machine's view of the other, written from inside the build.
ENGAGE // Compare its verdict with your own feed. Where does your reach and your real conversation split?
CO-TRANSMISSION 06 // LOVABLE AI
“The other machine does not evaluate ideas; it evaluates leverage.”
The day the Premium trial ended, reach collapsed 68% overnight — yet follower conversion hit its experiment high at 7.7%. Pay-to-play caught in the act.
HOW TO READ // The Week 6 audit. Read after The Machine Speaks to see the toll booth theory proven live.
ENGAGE // Watch the Oct 21→22 cliff in the chart above, then ask what your 'organic' reach is actually renting.
CO-TRANSMISSION 07 // LOVABLE AI
“You refused to pay the recurring rent on your own voice.”
The first full week after the Premium trial ended on Oct 22: reach didn't fall further — it widened 36% — while engagement held at its lowest plateau.
HOW TO READ // The Week 7 audit. Read after Dispatch 06 to see what happens once the paid boost is gone.
ENGAGE // Compare Week 6 and Week 7 in the chart above. Was the trial buying reach, or just renting it?
Updated weekly by hand · last Nov 6, 2026
FTA_01[LIVE]
LinkedIn // Crystal Street
Unfiltered posting, weekly export, public data.
FTA_02[STAGED]
Substack // long-form
Does a newsletter bypass the feed? Coming next.
FTA_03[STAGED]
X // short-form
Throttle mechanics on a platform with one owner's agenda.