FIELD NOTE / INSTAGRAM
Attention is the scarce resource.
The complete written thought and the evidence behind it. The video edition will follow its public release.
The written argument is here.
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Attention is the scarce resource.
Video caption
Attention is the scarce resource.
Reviewer minutes and false holds are real work.
Trigger on consequential action and current source conflict.
Fewer messages, stronger decisions.
Narration uses Eric's authorized AI voice clone.
#EricFieldNotes
Full written post / accessibility read
A steward can help by surfacing cohort seven's open hold at cutover. It can hurt by interrupting every planning turn with stale or irrelevant context. Both outcomes look like activity in an agent dashboard.
In the fictional migration, a stale packet delays a cleared release, consumes an owner review and may miss a window. Count that recovery beside the cost of a missed exception. Neither metric is visible in token volume.
Suppress routine summaries. When cutover becomes possible, send the small source-linked claim. If protected records disagree, route a compact packet to the named human. Read the service result back afterward.
Do that because context systems should reduce the cost of making the right call. Measure unnecessary interventions and accepted outcomes together, and retire a role that adds noise without catching a named miss.
#EricFieldNotes
Four-beat scene transcript
1. Attention is the scarce resource.
A steward can help by surfacing cohort seven's open hold at cutover. It can hurt by interrupting every planning turn with stale or irrelevant context. Both outcomes look like activity in an agent dashboard.
Visual: Every extra agent message competes with real decisions.
2. Price the interruptions.
In the fictional migration, a stale packet delays a cleared release, consumes an owner review and may miss a window. Count that recovery beside the cost of a missed exception. Neither metric is visible in token volume.
Visual: Reviewer minutes and false holds are real work.
3. Focus the review moment.
Suppress routine summaries. When cutover becomes possible, send the small source-linked claim. If protected records disagree, route a compact packet to the named human. Read the service result back afterward.
Visual: Trigger on consequential action and current source conflict.
4. Spend attention where authority is contested.
Do that because context systems should reduce the cost of making the right call. Measure unnecessary interventions and accepted outcomes together, and retire a role that adds noise without catching a named miss.
Visual: Fewer messages, stronger decisions.
Research and claim limits
- LongMemEval, ICLR 2025 (S206)
- OpenAI Agents SDK handoffs (S207)
The examples identified as illustrative or simulated are design probes, not reported incidents. Vendor specifications do not establish workload performance.