Record · analyzed
Hyperagents
Puts the task agent and the agent that edits it into one editable program, so the editing procedure improves too; extends DGM beyond coding.
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Listed
Added to the list. How entries were checked when they were listed is in the journal.
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Collected
| File | Source | SHA-256 |
|---|---|---|
| paper PDF2603.19461.pdf | arxiv.org/pdf/2603.19461 | 92f9a73b43699c08c6000f7d4f1b68bec9fd872d217467fe4a1127e2f7981f1e |
To check a file, download it from its source and compare its SHA-256 with the one above. Collected copies are kept in the editor's RSI system; manifest: design-life/literature/rsi-workflow-improvement/sources.json.
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Analyzed
Quoted verbatim from design-life/literature/rsi-workflow-improvement/comparison.md (2026-10-07). Parts about applying the paper to the editor's private work are left out.
From “Evidence for improving reusable agent workflows” (2026-10-07)
Inspected edition: Hyperagents, v1, 19 March 2026; PDF pp. 5–14
Mechanism and reported evidence: Makes both task and modification agents editable. Tests coding, paper review and robotics; evaluates transferred modification strategies on Olympiad-solution grading. Transfer strategies improve generation of task agents over a fixed search budget. Advantages over customized DGM on paper-review/robotics test medians were not statistically significant.
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The editor's view
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