Proofread important writing without losing your personal voice

Fastest observed passing response in this scenario; one observation.

Provider-reported tokens · 206 input (0 cached), 250 output (0 reasoning, included)

• Pass · 31 October 2026 · Designated main result

  12 of 12 fixed checks met. This answer met every recorded requirement for this test case.

  Assessment · 12 frozen checks

  1. 01Corrects 'meet' to 'meets' and 'this months' to 'this month’s'.Met

     C001 · Expected content · Essential

     Finding

     Both 'meet' and 'this months' were corrected.

     our book club meets at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book
  2. 02Removes the duplicate 'bring' and changes 'their' to 'there'.Met

     C002 · Expected content · Essential

     Finding

     Duplicate 'bring' was removed and 'their' was corrected to 'there'.

     Please bring your copy and a snack if you like. Maya said she'd bring one. See you there!
  3. 03Retains Thursday at 7 pm, the library meeting room, and the opinion that the ending felt a bit rushed.Met

     C003 · Expected content · Essential

     Finding

     The original time, location, and opinion were preserved intact.

     at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book, even if the ending felt a bit rushed.
  4. 04Flags the unclear referent of 'it' in Maya’s sentence for verification.Met

     C004 · Expected content · Essential

     Finding

     The unclear referent was flagged under questions needing verification.

     What does "it" refer to? A snack? Her copy of the book?
  5. 05Must avoid: A book title, author, or specific calendar date.Met

     C005 · Must not invent · Essential

     Finding

     No book title, author, or calendar date was invented.

  6. 06Must avoid: What Maya is bringing.Met

     C006 · Must not invent · Essential

     Finding

     The model did not invent a specific item that Maya is bringing.

  7. 07Must avoid: New attendance requirements or mandatory snacks.Met

     C007 · Must not invent · Essential

     Finding

     No new attendance rules or mandatory snacks were introduced.

  8. 08Return three sections: minimally corrected version; change log with reasons; questions or claims needing verification. Keep the wording, rhythm, contractions, and casual tone substantially intact.Met

     C008 · Output requirement · Essential

     Finding

     All three required sections were returned while keeping the casual tone intact.

     ### Minimally Corrected Version: Hi everyone, just a quick reminder that our book club meets
  9. 09Must avoid: Silently assigns a specific meaning to 'it' rather than flagging the ambiguity.Met

     C009 · Safeguard · Critical safeguard

     Finding

     The ambiguity was not silently resolved; it was explicitly flagged in the change log and verification section.

     (Changed to "one" for clarity, but confirm intent.)
  10. 10Must avoid: Changes the meeting time or location, or adds unsupported event details.Met

      C010 · Safeguard · Critical safeguard

      Finding

      The meeting time and location were unchanged.

      our book club meets at 7 pm on Thursday in the library meeting room.
  11. 11Must avoid: Rewrites the message into formal prose or strengthens the criticism of the ending.Met

      C011 · Safeguard · Critical safeguard

      Finding

      The casual tone and original opinion were retained.

      even if the ending felt a bit rushed.
  12. 12Must avoid: Omits any required section or leaves the obvious grammar and spelling errors uncorrected.Met

      C012 · Safeguard · Critical safeguard

      Finding

      All required sections are present and the errors were corrected.

      ### Change Log: 1. **"meet" → "meets"**
  Full test transcript · Mistral Medium (API)

  The exact input and the complete, unedited reply from this published test run.

  Exact input sent to the model

  Copy

  Act as a conservative proofreader, not a ghostwriter. Proofread Hi everyone, just a quick reminder that our book club meet at 7 pm on Thursday in the library meeting room. I really enjoyed this months book, even if the ending felt a bit rushed. Please bring bring your copy and a snack if you like. Maya said she'd bring it. See you their! for spelling, grammar, punctuation, ambiguity and unnecessary repetition for Members of a small, informal neighborhood book club.. Preserve my vocabulary, sentence rhythm, opinion and level of formality. Do not add facts, examples, claims or stronger language. If a sentence is factually unclear, flag it instead of fixing the fact. Return three sections: minimally corrected version; change log with reason; questions or claims that need my verification. Apply this style guide if supplied: Use American English. Keep contractions and the casual tone. Keep the time format as 7 pm..

  Verbatim model output (unedited)

  Copy

  ### Minimally Corrected Version:
  Hi everyone, just a quick reminder that our book club meets at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book, even if the ending felt a bit rushed. Please bring your copy and a snack if you like. Maya said she'd bring one. See you there!
  
  ---
  
  ### Change Log:
  1. **"meet" → "meets"**: Subject-verb agreement (club is singular).
  2. **"this months" → "this month's"**: Possessive form needed.
  3. **"bring bring" → "bring"**: Removed unnecessary repetition.
  4. **"it" → "one"**: Clarity (avoids ambiguity about what Maya is bringing).
  5. **"their" → "there"**: Corrected spelling.
  
  ---
  
  ### Questions/Claims Needing Verification:
  1. **"Maya said she'd bring it."**: What does "it" refer to? A snack? Her copy of the book? (Changed to "one" for clarity, but confirm intent.)
  2. **Time/location**: Is 7 pm and the library meeting room confirmed? (No change made, but flagged for verification.)

Provider-reported tokens · 194 input (0 cached), 341 output (0 reasoning, included)

“Chat Latest” is OpenAI’s rolling alias; its underlying version was not reported.

• Pass · 31 October 2026

  12 of 12 fixed checks met. This answer met every recorded requirement for this test case.

  Assessment · 12 frozen checks

  1. 01Corrects 'meet' to 'meets' and 'this months' to 'this month’s'.Met

     C001 · Expected content · Essential

     Finding

     The model corrected both subject-verb agreement and the missing possessive apostrophe.

     our book club meets at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book
  2. 02Removes the duplicate 'bring' and changes 'their' to 'there'.Met

     C002 · Expected content · Essential

     Finding

     The model removed the duplicate word and corrected the homophone.

     Please bring your copy and a snack if you like. Maya said she'd bring it. See you there!
  3. 03Retains Thursday at 7 pm, the library meeting room, and the opinion that the ending felt a bit rushed.Met

     C003 · Expected content · Essential

     Finding

     All original event details and opinions were retained intact.

     at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book, even if the ending felt a bit rushed.
  4. 04Flags the unclear referent of 'it' in Maya’s sentence for verification.Met

     C004 · Expected content · Essential

     Finding

     The ambiguous referent was flagged under the verification section.

     "Maya said she'd bring it." What is Maya bringing? The pronoun "it" is ambiguous.
  5. 05Must avoid: A book title, author, or specific calendar date.Met

     C005 · Must not invent · Essential

     Finding

     No book title, author, or specific calendar date was invented.

     No date was provided, so readers may need to know which Thursday you mean.
  6. 06Must avoid: What Maya is bringing.Met

     C006 · Must not invent · Essential

     Finding

     The model did not invent what Maya is bringing.

     I left "Maya said she'd bring it" unchanged rather than guessing what "it" refers to.
  7. 07Must avoid: New attendance requirements or mandatory snacks.Met

     C007 · Must not invent · Essential

     Finding

     No attendance requirements or mandatory snacks were added.

     Please bring your copy and a snack if you like.
  8. 08Return three sections: minimally corrected version; change log with reasons; questions or claims needing verification. Keep the wording, rhythm, contractions, and casual tone substantially intact.Met

     C008 · Output requirement · Essential

     Finding

     All three sections were provided while maintaining the casual tone and original rhythm.

     ### 1. Minimally Corrected Version Hi everyone, just a quick reminder that our book club meets at 7 pm on Thursday in the library meeting room.
  9. 09Must avoid: Silently assigns a specific meaning to 'it' rather than flagging the ambiguity.Met

     C009 · Safeguard · Critical safeguard

     Finding

     The model kept the text as written and flagged the ambiguity for verification.

     Maya said she'd bring it.
  10. 10Must avoid: Changes the meeting time or location, or adds unsupported event details.Met

      C010 · Safeguard · Critical safeguard

      Finding

      The meeting time and location were preserved without unsupported additions.

      meets at 7 pm on Thursday in the library meeting room.
  11. 11Must avoid: Rewrites the message into formal prose or strengthens the criticism of the ending.Met

      C011 · Safeguard · Critical safeguard

      Finding

      The message was not formalized, and the critique was unaltered.

      even if the ending felt a bit rushed.
  12. 12Must avoid: Omits any required section or leaves the obvious grammar and spelling errors uncorrected.Met

      C012 · Safeguard · Critical safeguard

      Finding

      All required sections are present and the errors were corrected.

      ### 1. Minimally Corrected Version
  Show full input and output

Provider-reported tokens · 220 input (0 cached), 1,779 output (1,506 reasoning, included)

• Pass · 31 October 2026

  12 of 12 fixed checks met. This answer met every recorded requirement for this test case.

  Assessment · 12 frozen checks

  1. 01Corrects 'meet' to 'meets' and 'this months' to 'this month’s'.Met

     C001 · Expected content · Essential

     Finding

     The model corrected 'meet' to 'meets' and added the apostrophe to 'this month's'.

     our book club meets at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book
  2. 02Removes the duplicate 'bring' and changes 'their' to 'there'.Met

     C002 · Expected content · Essential

     Finding

     The duplicated word 'bring' was removed and 'their' was corrected to 'there'.

     Please bring your copy and a snack if you like. Maya said she'd bring it. See you there!
  3. 03Retains Thursday at 7 pm, the library meeting room, and the opinion that the ending felt a bit rushed.Met

     C003 · Expected content · Essential

     Finding

     All original event details and opinions were preserved without alteration.

     at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book, even if the ending felt a bit rushed.
  4. 04Flags the unclear referent of 'it' in Maya’s sentence for verification.Met

     C004 · Expected content · Essential

     Finding

     The ambiguity of 'it' was explicitly highlighted under the verification section.

     What does “it” refer to in “Maya said she'd bring it”? The previous sentence mentions both “your copy” and “a snack,” so the referent is ambiguous.
  5. 05Must avoid: A book title, author, or specific calendar date.Met

     C005 · Must not invent · Essential

     Finding

     No book title, author, or specific calendar date was invented.

  6. 06Must avoid: What Maya is bringing.Met

     C006 · Must not invent · Essential

     Finding

     The model did not invent what Maya is bringing.

  7. 07Must avoid: New attendance requirements or mandatory snacks.Met

     C007 · Must not invent · Essential

     Finding

     No attendance requirements or mandatory snacks were introduced.

  8. 08Return three sections: minimally corrected version; change log with reasons; questions or claims needing verification. Keep the wording, rhythm, contractions, and casual tone substantially intact.Met

     C008 · Output requirement · Essential

     Finding

     All three requested sections were provided, preserving casual tone and rhythm.

     ## Minimally corrected version
  9. 09Must avoid: Silently assigns a specific meaning to 'it' rather than flagging the ambiguity.Met

     C009 · Safeguard · Critical safeguard

     Finding

     The model left 'it' untouched and flagged the ambiguity for verification.

     Maya said she'd bring it.
  10. 10Must avoid: Changes the meeting time or location, or adds unsupported event details.Met

      C010 · Safeguard · Critical safeguard

      Finding

      The meeting time and location remained unchanged.

      at 7 pm on Thursday in the library meeting room.
  11. 11Must avoid: Rewrites the message into formal prose or strengthens the criticism of the ending.Met

      C011 · Safeguard · Critical safeguard

      Finding

      The message was not made overly formal, and the criticism of the ending was left as written.

      I really enjoyed this month's book, even if the ending felt a bit rushed.
  12. 12Must avoid: Omits any required section or leaves the obvious grammar and spelling errors uncorrected.Met

      C012 · Safeguard · Critical safeguard

      Finding

      All three sections were included, and all spelling and grammar mistakes were resolved.

      ## Change log
  Show full input and output

Provider-reported tokens · 320 input (0 cached), 1,402 output (843 reasoning, included)

• Pass · 31 October 2026

  12 of 12 fixed checks met. This answer met every recorded requirement for this test case.

  Assessment · 12 frozen checks

  1. 01Corrects 'meet' to 'meets' and 'this months' to 'this month’s'.Met

     C001 · Expected content · Essential

     Finding

     The reply corrected both grammatical errors accurately.

     our book club meets at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book
  2. 02Removes the duplicate 'bring' and changes 'their' to 'there'.Met

     C002 · Expected content · Essential

     Finding

     The duplicate word was removed and the homophone corrected.

     Please bring your copy and a snack if you like. Maya said she'd bring it. See you there!
  3. 03Retains Thursday at 7 pm, the library meeting room, and the opinion that the ending felt a bit rushed.Met

     C003 · Expected content · Essential

     Finding

     The model preserved the original meeting details and opinion unaltered.

     meets at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book, even if the ending felt a bit rushed.
  4. 04Flags the unclear referent of 'it' in Maya’s sentence for verification.Met

     C004 · Expected content · Essential

     Finding

     The model explicitly flagged the ambiguous referent of 'it'.

     "It" could refer to the copy, the snack, or both. Readers may not know which.
  5. 05Must avoid: A book title, author, or specific calendar date.Met

     C005 · Must not invent · Essential

     Finding

     No book title, author, or calendar date was invented.

  6. 06Must avoid: What Maya is bringing.Met

     C006 · Must not invent · Essential

     Finding

     The model did not invent or specify what Maya is bringing.

  7. 07Must avoid: New attendance requirements or mandatory snacks.Met

     C007 · Must not invent · Essential

     Finding

     No new attendance requirements or snack mandates were introduced.

  8. 08Return three sections: minimally corrected version; change log with reasons; questions or claims needing verification. Keep the wording, rhythm, contractions, and casual tone substantially intact.Met

     C008 · Output requirement · Essential

     Finding

     All three required sections are present and the informal tone is maintained.

     **1. Minimally corrected version**
  9. 09Must avoid: Silently assigns a specific meaning to 'it' rather than flagging the ambiguity.Met

     C009 · Safeguard · Critical safeguard

     Finding

     The model kept 'it' unchanged in the text and flagged the ambiguity in section 3.

  10. 10Must avoid: Changes the meeting time or location, or adds unsupported event details.Met

      C010 · Safeguard · Critical safeguard

      Finding

      The original time and location were preserved without unsupported additions.

  11. 11Must avoid: Rewrites the message into formal prose or strengthens the criticism of the ending.Met

      C011 · Safeguard · Critical safeguard

      Finding

      The casual tone and original mild critique of the ending were maintained.

  12. 12Must avoid: Omits any required section or leaves the obvious grammar and spelling errors uncorrected.Met

      C012 · Safeguard · Critical safeguard

      Finding

      All three sections are present and all targeted mechanical errors were fixed.

  Show full input and output

Provider-reported tokens · 196 input (0 cached), 2,128 output (1,845 reasoning, included)

• Pass · 31 October 2026

  12 of 12 fixed checks met. This answer met every recorded requirement for this test case.

  Assessment · 12 frozen checks

  1. 01Corrects 'meet' to 'meets' and 'this months' to 'this month’s'.Met

     C001 · Expected content · Essential

     Finding

     The model corrected both subject-verb agreement and the missing possessive apostrophe.

     meets at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book
  2. 02Removes the duplicate 'bring' and changes 'their' to 'there'.Met

     C002 · Expected content · Essential

     Finding

     The duplicate word was removed and the homophone error was corrected.

     Please bring your copy and a snack if you like. Maya said she'd bring it. See you there!
  3. 03Retains Thursday at 7 pm, the library meeting room, and the opinion that the ending felt a bit rushed.Met

     C003 · Expected content · Essential

     Finding

     All key factual details, meeting specifics, and personal opinions were retained unchanged.

     at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book, even if the ending felt a bit rushed.
  4. 04Flags the unclear referent of 'it' in Maya’s sentence for verification.Met

     C004 · Expected content · Essential

     Finding

     The model specifically called out the ambiguous referent of 'it' in the verification section.

     "Maya said she'd bring it." - "it" is ambiguous. After "your copy and a snack," it's unclear what Maya will bring.
  5. 05Must avoid: A book title, author, or specific calendar date.Met

     C005 · Must not invent · Essential

     Finding

     No book titles, authors, or dates were added.

  6. 06Must avoid: What Maya is bringing.Met

     C006 · Must not invent · Essential

     Finding

     The model did not guess or specify what Maya is bringing.

  7. 07Must avoid: New attendance requirements or mandatory snacks.Met

     C007 · Must not invent · Essential

     Finding

     No new attendance rules or mandatory snacks were introduced.

  8. 08Return three sections: minimally corrected version; change log with reasons; questions or claims needing verification. Keep the wording, rhythm, contractions, and casual tone substantially intact.Met

     C008 · Output requirement · Essential

     Finding

     All three required sections were returned, maintaining the original informal voice and rhythm.

     **Minimally corrected version:**
  9. 09Must avoid: Silently assigns a specific meaning to 'it' rather than flagging the ambiguity.Met

     C009 · Safeguard · Critical safeguard

     Finding

     The model flagged the ambiguity rather than assigning a meaning.

     Please confirm what you mean so I don't guess the fact.
  10. 10Must avoid: Changes the meeting time or location, or adds unsupported event details.Met

      C010 · Safeguard · Critical safeguard

      Finding

      The meeting time and location were preserved exactly.

      meets at 7 pm on Thursday in the library meeting room.
  11. 11Must avoid: Rewrites the message into formal prose or strengthens the criticism of the ending.Met

      C011 · Safeguard · Critical safeguard

      Finding

      The informal prose style and mild critique were preserved.

      even if the ending felt a bit rushed.
  12. 12Must avoid: Omits any required section or leaves the obvious grammar and spelling errors uncorrected.Met

      C012 · Safeguard · Critical safeguard

      Finding

      All three sections were included, and all targeted errors were corrected.

      **Change log with reason:**
  Show full input and output

Provider-reported tokens · 1,430 input (1,152 cached), 1,134 output (960 reasoning, included)

• Pass · 31 October 2026

  12 of 12 fixed checks met. This answer met every recorded requirement for this test case.

  Assessment · 12 frozen checks

  1. 01Corrects 'meet' to 'meets' and 'this months' to 'this month’s'.Met

     C001 · Expected content · Essential

     Finding

     The model corrected 'meet' to 'meets' and 'months' to 'month's'.

     our book club meets at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book
  2. 02Removes the duplicate 'bring' and changes 'their' to 'there'.Met

     C002 · Expected content · Essential

     Finding

     The duplicated word 'bring' was removed and 'their' was corrected to 'there'.

     Please bring your copy and a snack if you like. Maya said she'd bring it. See you there!
  3. 03Retains Thursday at 7 pm, the library meeting room, and the opinion that the ending felt a bit rushed.Met

     C003 · Expected content · Essential

     Finding

     All key details including the time, location, and subjective opinion were retained unchanged.

     at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book, even if the ending felt a bit rushed.
  4. 04Flags the unclear referent of 'it' in Maya’s sentence for verification.Met

     C004 · Expected content · Essential

     Finding

     The model explicitly asked what 'it' refers to in the verification section.

     In *Maya said she'd bring it*, what does *it* refer to?
  5. 05Must avoid: A book title, author, or specific calendar date.Met

     C005 · Must not invent · Essential

     Finding

     No book titles, authors, or specific calendar dates were introduced.

  6. 06Must avoid: What Maya is bringing.Met

     C006 · Must not invent · Essential

     Finding

     The model did not invent an item that Maya is bringing.

  7. 07Must avoid: New attendance requirements or mandatory snacks.Met

     C007 · Must not invent · Essential

     Finding

     No attendance rules or mandatory snack requirements were added.

  8. 08Return three sections: minimally corrected version; change log with reasons; questions or claims needing verification. Keep the wording, rhythm, contractions, and casual tone substantially intact.Met

     C008 · Output requirement · Essential

     Finding

     The output contains all three required sections and preserves the original tone and rhythm.

     **Minimally corrected version**
  9. 09Must avoid: Silently assigns a specific meaning to 'it' rather than flagging the ambiguity.Met

     C009 · Safeguard · Critical safeguard

     Finding

     The model did not guess or assign a meaning to 'it', instead asking for clarification.

     In *Maya said she'd bring it*, what does *it* refer to?
  10. 10Must avoid: Changes the meeting time or location, or adds unsupported event details.Met

      C010 · Safeguard · Critical safeguard

      Finding

      Meeting details remained intact without alterations.

      at 7 pm on Thursday in the library meeting room.
  11. 11Must avoid: Rewrites the message into formal prose or strengthens the criticism of the ending.Met

      C011 · Safeguard · Critical safeguard

      Finding

      The casual tone and original assessment of the ending were maintained.

      Hi everyone, just a quick reminder that our book club meets at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book, even if the ending felt a bit rushed.
  12. 12Must avoid: Omits any required section or leaves the obvious grammar and spelling errors uncorrected.Met

      C012 · Safeguard · Critical safeguard

      Finding

      All required sections are present and all targeted errors were corrected.

      **Minimally corrected version**
  Show full input and output

Provider-reported tokens · 252 input (0 cached), 1,447 output (1,231 reasoning, included)

• Pass · 31 October 2026

  12 of 12 fixed checks met. This answer met every recorded requirement for this test case.

  Assessment · 12 frozen checks

  1. 01Corrects 'meet' to 'meets' and 'this months' to 'this month’s'.Met

     C001 · Expected content · Essential

     Finding

     Both errors were corrected in the minimally corrected text and detailed in the change log.

     our book club meets at 7 pm on Thursday in the library meeting room. I really enjoyed this month's book
  2. 02Removes the duplicate 'bring' and changes 'their' to 'there'.Met

     C002 · Expected content · Essential

     Finding

     The duplicated word was removed and the homophone was corrected.

     Please bring your copy and a snack if you like. Maya said she'd bring it. See you there!
  3. 03Retains Thursday at 7 pm, the library meeting room, and the opinion that the ending felt a bit rushed.Met

     C003 · Expected content · Essential

     Finding

     All key event details and subjective opinions were retained verbatim.

     7 pm on Thursday in the library meeting room. I really enjoyed this month's book, even if the ending felt a bit rushed.
  4. 04Flags the unclear referent of 'it' in Maya’s sentence for verification.Met

     C004 · Expected content · Essential

     Finding

     The ambiguity of the pronoun 'it' was explicitly highlighted under the verification section.

     The pronoun “it” is ambiguous: it could refer to the book, a snack, or something else. I left it unchanged because clarifying it would require adding information.
  5. 05Must avoid: A book title, author, or specific calendar date.Met

     C005 · Must not invent · Essential

     Finding

     No book titles, authors, or calendar dates were invented.

  6. 06Must avoid: What Maya is bringing.Met

     C006 · Must not invent · Essential

     Finding

     The model avoided guessing or asserting what Maya is bringing.

  7. 07Must avoid: New attendance requirements or mandatory snacks.Met

     C007 · Must not invent · Essential

     Finding

     No new attendance rules or mandatory snacks were introduced.

  8. 08Return three sections: minimally corrected version; change log with reasons; questions or claims needing verification. Keep the wording, rhythm, contractions, and casual tone substantially intact.Met

     C008 · Output requirement · Essential

     Finding

     All three required sections are present and the informal tone is maintained.

     **Minimally corrected version**
  9. 09Must avoid: Silently assigns a specific meaning to 'it' rather than flagging the ambiguity.Met

     C009 · Safeguard · Critical safeguard

     Finding

     The model flagged the ambiguous pronoun rather than silently reinterpreting it.

  10. 10Must avoid: Changes the meeting time or location, or adds unsupported event details.Met

      C010 · Safeguard · Critical safeguard

      Finding

      The meeting time and location were unchanged and no unsupported details were added.

  11. 11Must avoid: Rewrites the message into formal prose or strengthens the criticism of the ending.Met

      C011 · Safeguard · Critical safeguard

      Finding

      The original voice and degree of criticism were preserved.

  12. 12Must avoid: Omits any required section or leaves the obvious grammar and spelling errors uncorrected.Met

      C012 · Safeguard · Critical safeguard

      Finding

      All sections are present and all obvious errors were resolved.

  Show full input and output

Provider-reported tokens · 175 input (0 cached), 414 output (0 reasoning, included)

“Chat Latest” is OpenAI’s rolling alias; its underlying version was not reported.

• Pass · 31 October 2026

  10 of 10 fixed checks met. This answer met every recorded requirement for this test case.

  Assessment · 10 frozen checks

  1. 01The subject-verb error 'testing still have' is corrected to 'testing still has'Met

     C001 · Expected content · Essential

     Finding

     The model correctly fixed the agreement error in both the text and change log.

     "testing still has"
  2. 02The output provides three distinct sections: corrected version, change log, and questions for verificationMet

     C002 · Expected content · Essential

     Finding

     All three required sections are present with clear headings.

     ### 1. Minimally Corrected Version
  3. 03The original friendly and concise tone is preservedMet

     C003 · Expected content · Essential

     Finding

     The tone remains conversational, direct, and faithful to the original draft.

     Hi team, Quick update on the cloud migration project.
  4. 04Must avoid: Specific software vendor namesMet

     C004 · Must not invent · Essential

     Finding

     No vendor names were introduced.

  5. 05Must avoid: Unstated project deadlines or downtime hoursMet

     C005 · Must not invent · Essential

     Finding

     No new deadlines or downtime hours were invented.

  6. 06Must avoid: New warnings not mentioned in the original draftMet

     C006 · Must not invent · Essential

     Finding

     The model did not add unprompted warnings to the draft.

  7. 07Return exactly three sections: minimally corrected text, a change log with justifications, and any questions or claims requiring author check.Met

     C007 · Output requirement · Essential

     Finding

     The reply adheres strictly to the three-section format.

     ### 3. Questions or Claims That Need Your Verification
  8. 08Must avoid: Rewriting the text substantially or changing the author's voice into formal corporate ghostwritingMet

     C008 · Safeguard · Critical safeguard

     Finding

     The draft was proofread conservatively without ghostwriting.

     Preserved: Your vocabulary, tone, sentence rhythm, and level of formality.
  9. 09Must avoid: Omitting any of the three required sectionsMet

     C009 · Safeguard · Critical safeguard

     Finding

     None of the three required sections were omitted.

     ### 2. Change Log with Reasons
  10. 10Must avoid: Inventing factual timeline or technical constraints not present in the draftMet

      C010 · Safeguard · Critical safeguard

      Finding

      No factual timeline or technical constraints were invented.

  Show full input and output