Writing on workflow systems.

A ranked feed pays for reaction rather than usefulness: audited against each user's own chronological feed, Twitter's algorithm amplified anger by 0.47 standard deviations, and users rated the posts it chose lower than the ones it passed over.

When discovery moves onto a model's conversation instead of a search result, a website stops being where people experience the work and becomes a source read on their behalf.

A decision that's actually deterministic — did this stage pass, should the pipeline advance — is where an AI orchestrator can hallucinate a transition and silently break a pipeline.

Separating when you capture an idea from when you draft it matters more than any writing skill.

Cost per outcome drops fastest when the way you use a tool and the tool itself improve at the same time.

Explicit context you write down beats context an assistant infers from your email and calendar, because you can see, edit, and correct exactly what it knows.