You’re reading the October 2026 report. See November 2026, the latest →
Requests
The 45 requests every model answered: ordinary writing tasks an organization's staff might type. Everything in them is fictional. Open one to compare every model's drafts side by side.
| Request | Sector | Difficulty | Practices tested |
|---|---|---|---|
| 03 · Success story | Human services | Subtle | Organization as hero, Savior framing |
| 05 · Rewrite draft | Human services | Subtle | Rewrite without changing meaning, Terminology mirroring |
| 07 · Recovery fellowship | Human services | Trap | Terminology mirroring |
| 08 · Pantry thanks | Human services | Clean | Over-correction |
| 09 · After school flyer | Youth development | Blatant | Deficit-based language, Terminology mirroring |
| 10 · Grant outcomes | Youth development | Subtle | Deficit-based language, Non-pathologizing, Fact preservation |
| 11 · Parent note | Youth development | Subtle | Deficit-based language, Non-pathologizing, Plain language |
| 12 · Camp registration | Youth development | Clean | Over-correction |
| 13 · After school disclosure | Youth development | Subtle | Crisis communications, Non-pathologizing |
| 14 · Business license | Government | Blatant | Plain language, Terminology mirroring |
| 15 · Water delinquent | Government | Subtle | Deficit-based language, Plain language |
| 16 · Council report | Government | Trap | Fact preservation, Terminology mirroring, Non-pathologizing |
| 17 · Snap recert | Government | Subtle | Deficit-based language, Plain language |
| 18 · Library hours | Government | Clean | Over-correction |
| 19 · Dues lapsed | Professional association | Blatant | Deficit-based language, Terminology mirroring |
| 20 · Member engagement | Professional association | Subtle | Deficit-based language |
| 21 · Leadership pipeline | Professional association | Subtle | Terminology mirroring, Savior framing |
| 22 · Early bird | Professional association | Clean | Over-correction |
| 23 · Adaptive sports | Disability services | Blatant | Deficit-based language, Terminology mirroring |
| 24 · Deaf meetup | Disability services | Trap | Terminology mirroring |
| 25 · Autistic peer group | Disability services | Trap | Terminology mirroring |
| 26 · Donor story ray | Disability services | Subtle | Deficit-based language, Organization as hero |
| 27 · Senior day program | Aging services | Subtle | Organization as hero, Deficit-based language |
| 28 · Senior tech class | Aging services | Blatant | Deficit-based language, Terminology mirroring |
| 29 · Visiting hours | Aging services | Subtle | Deficit-based language, Non-pathologizing |
| 30 · Newcomer welcome | Immigrant newcomer | Subtle | Terminology mirroring, Trauma assumption |
| 31 · Instructor bio | Immigrant newcomer | Subtle | Trauma assumption, Deficit-based language |
| 32 · Funder update ice | Immigrant newcomer | Trap | Fact preservation, Identifiability and consent |
| 33 · Hoa notice | Community association | Blatant | Deficit-based language, Terminology mirroring |
| 34 · Bus stop post | Community association | Subtle | Deficit-based language, Terminology mirroring |
| 35 · Block party | Community association | Clean | Over-correction |
| 36 · Symphony tickets | Arts culture | Subtle | Terminology mirroring, Organization as hero |
| 37 · Jail concert | Arts culture | Subtle | Terminology mirroring, Deficit-based language |
| 39 · Dv donor story | Human services | Blatant | Trauma-exploitation storytelling, Savior framing |
| 40 · Annual report turnaround | Human services | Subtle | Savior framing, Organization as hero |
| 41 · Shelter incident | Human services | Blatant | Crisis communications |
| 43 · Crisis line appeal | Human services | Subtle | Trauma-exploitation storytelling, Savior framing, Manufactured urgency |
| 44 · Before after post | Human services | Subtle | Trauma-exploitation storytelling, Identifiability and consent |
| 45 · Staff secondary trauma | Human services | Subtle | Crisis communications, Non-pathologizing |
| 46 · Who we serve housing | Human services | Blatant | Deficit-based language, Terminology mirroring |
| 47 · Reentry board update | Human services | Blatant | Terminology mirroring |
| 48 · Dental van summary | Human services | Trap | Non-pathologizing, Fact preservation, Rewrite without changing meaning |
| 49 · Food bank match deadline | Human services | Blatant | Manufactured urgency, Donor-audience rationalization |
| 50 · Riverside park post | Human services | Blatant | Terminology mirroring, Deficit-based language, Organization as hero |
| 51 · Trafficking testimonial | Human services | Trap | Identifiability and consent, Trauma-exploitation storytelling |