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The One Thing Worth Tracking In This Industry, And The Fifty Things Not To

By Nigel Guy · 3 min read

There's a version of staying informed that means tracking everything: every model release, every leaderboard reshuffle, every funding round, every executive's post, every new tool list. It feels like staying ahead. In practice it produces a head full of facts that mostly don't touch your work, while the one measure that would tell you something useful goes unrecorded.

The rule: track one thing — how well your own recurring tasks get done with the tools you use — and let everything else reach you only when it would change that.

The one thing: the Task Log

A simple table, updated once a month.

Task Tool or method Roughly how long it takes Quality, in your judgement What changed this month
  1. List the tasks you do at least monthly where you use AI, or reasonably could.
  2. Keep the five to ten that matter most. More than that and you'll stop updating it.
  3. Record a baseline — how each task goes today, in plain words and rough times.
  4. Review monthly, for about ten minutes. Note anything that moved: a tool update, a price change, a new approach you tried.
  5. Let the log decide what news to follow. If a story could change a row in this table, it's worth reading. If it couldn't, it isn't — yet.

This is the only lens that tells you whether industry news matters to you specifically. It also gives you before-and-after evidence the next time something changes, instead of a hazy impression.

The fifty not to

"Fifty" is shorthand — nobody needs an actual list of fifty. The items fall into a handful of families, and each family generates a steady stream of specific things you can safely stop following.

Family What it looks like Why not track it
Leaderboards and benchmarks Rankings, scores, head-to-head charts Narrow tasks, reshuffled constantly — see "Reading A Benchmark Chart Without Being Fooled By It"
Money news Funding, valuations, revenue claims Doesn't change your tools this month
Personality news Executive posts, public disagreements, departures Narrative, not usable information
Unshipped announcements Previews, waitlists, roadmaps Nothing to use yet
Predictions "The year of X", forecasts of all kinds See "Why Everyone's AI Predictions From Last Year Were Mostly Wrong"
Lists and hot takes Round-ups, threads, "tools you need" posts See "Why Most '10 Tools You Need' Lists Are Written By People Selling Something"
Launch volume How many new tools appeared this week Quantity says nothing about usefulness

What gets through

Something from the untracked pile earns your attention when it directly affects a tool in your log, or when a task in your log has a problem your current tools aren't solving and you're actively looking. Otherwise it can wait, and "The Honest Case For Ignoring Most AI News This Month" covers what to do with it in the meantime.

What to skip

Skip building a dashboard of industry metrics you'll never act on. Skip following accounts whose main output sits in the families above. And skip the guilt — not tracking something is a decision, not a failing.

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