Blog

Notes on the feed

Long reads on how LinkedIn treats posts, comments and AI, built from primary sources and cited line by line.

Essay + 4 deep dives5 October 20268 min read15 sources

LinkedIn Kept the AI Editor and Dropped the Ghostwriter

You can write with AI. What can cost you the account is a tool running on linkedin.com, even when you click Comment yourself.

Read →
  1. Deep dive 1 · 6 minLinkedIn Never Said It Detects AI 94% of the TimeWhat LinkedIn's 94%, 40% and million-flag figures count, and the one number it never published: how often good posts get caught.
  2. Deep dive 2 · 6 minThe LinkedIn Algorithm, According to LinkedInLinkedIn's engineers have published how the 2026 feed ranks posts. Your headline is read with every one, and most algorithm folklore has no source.
  3. Deep dive 3 · 6 minYour Polished ChatGPT Comment Is the One That SinksLinkedIn says it will not broadly distribute comments that add nothing. One test to run before you comment, and six things worth adding.
  4. Deep dive 4 · 6 minLinkedIn Bans the AI Extension Even When You Click Comment YourselfLinkedIn judges a tool by what it does on linkedin.com, whoever presses the button. Two tests sort every AI tool you use.