How to stay current without drowning
New models and tools ship every week.
Nobody keeps up with all of it, and you do not need to. You need a system that turns the noise into a few good decisions.
Go deep on one assistant
Switching tools every time a leaderboard moves costs more than it gains.
Pick a primary assistant, set it up properly with projects, connectors, and skills, and learn its strengths.
Build a personal benchmark
Leaderboards measure someone else's tasks.
Write five tasks from your real work, with an example of a great answer for each. When a new model arrives, run your five and compare. Twenty minutes tells you more than a week of headlines.
One upgrade a month
Follow primary sources
Ignore on purpose
Benchmark screenshots without methods, launch-day demos you cannot reproduce, and anyone who says a tool will replace your whole job by next quarter.
Write your five-task personal benchmark today. Keep it in a note with your best example answers. It is the most useful AI document you will own.
Wait a week, then test on your five tasks.
Resources
Every link this breakdown leans on, in one place.