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Future of Work

A follower is not an audience

Earlier today I posted something deliberately blunt on LinkedIn. I said the feed increasingly felt less like a professional network and more like Facebook: crowded with clickbait, personal-brand theater, and content optimized to provoke a reaction rather than help someone find work, exchange expertise, or make a useful professional connection.

Three hours later, the post showed 42 impressions. My profile has roughly 16,500 followers. Two people had reacted. Above the post, LinkedIn displayed an invitation to Boost it.

I took a screenshot because the juxtaposition was almost too perfect. A platform had offered me a number suggesting extraordinarily weak organic distribution and, in the same interface, offered to sell me more visibility. Then I wrote a second post criticizing that result. That complaint reached about 250 impressions in its first hour—roughly six times the number shown on the original post.

The easiest conclusion is also the most emotionally satisfying: LinkedIn suppressed my post so it could charge me to reach the audience I had already built.

The screenshot does not prove that. It reveals something more defensible, and in some ways more consequential: a follower on a ranked platform is not an addressable audience. It is a relationship that the platform may or may not activate, according to objectives the user cannot see.

That distinction matters on any social network. It matters more on a platform that mediates employment, expertise, reputation, recruiting, sales, and access to professional opportunity.

AI productivity can hide a learning debt

Anthropic's December 2 study of its own workforce describes engineers and researchers completing more work, operating beyond familiar specialties, iterating faster, and addressing tasks that have previously gone undone. It draws on a survey, qualitative interviews, and internal usage data from an organization of unusually early artificial intelligence (AI) adopters.

The productivity story is real. So is a quieter organizational question: what happens to the learning that traditionally occurs inside the work now delegated?

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