One direction I’m exploring is to stop treating context as a single ground-truth stream and instead use cheap, probabilistic hints: a small “active projects” list (explicit but constrained), plus weak signals (recent files, open tabs, issue activity), and then ask for confirmation only when confidence is low. Calendars are a great example of why “seems firm” isn’t actually firm.
If you were designing this, which would you rather tolerate: (a) fewer suggestions but higher precision, or (b) more coverage with lightweight confirmation prompts?
And yes — this is exactly the problem I’m outlining in my HN bio/profile if you want the longer version.