Delegate peripheral scanning to AI, reserve deep attention…
Use AI to scan peripheral domains weekly and deliver filtered summaries, while reserving human attention for 2-3 deep engagements per week in your core signal domains.
When This Fires
- You follow more sources than you can actually read each week
- You want to stay current in adjacent fields without losing focus on your core work
- You're spending more than 30% of your reading time on peripheral scanning
- Important cross-domain connections are reaching you too late because you can't monitor everything
Common Failure Mode
Using AI to scan everything, including your core domains. AI summaries of your core domain are dangerously shallow — they compress nuance, miss context you'd catch, and create an illusion of staying current without the depth that produces insight. Deep engagement means reading primary sources, wrestling with arguments, and writing responses — not reading summaries.
The Protocol
Define two lists: (1) Core domains — 2-3 areas where you need depth; schedule deep reading and writing sessions for these. (2) Peripheral domains — areas where you need awareness but not mastery. Set up weekly AI scanning (RSS + summarization, research digests, automated monitoring) for peripheral domains. Review the filtered output in 15-20 minutes. If a peripheral signal becomes important enough to warrant depth, promote it to your core list — don't just read more summaries.