Worked solution P21-Easy-1. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-2. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-3. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-4. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-5. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-6. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-7. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-8. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-9. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-10. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-11. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-12. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-13. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-14. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Easy-15. Teacher-created review activities should use original prompts, transparent answer keys, accessible formats, and explicit links to the revised CED skills. Score the resource on four binary checks: current CED alignment, identifiable author or publisher, worked-answer accuracy, and lawful access. A score of 4 out of 4 passes the initial screen. Interpretation: The screen measures evidence quality, not popularity. A widely shared resource can still be outdated or unauthorized. Validity: Edition, publication date, exam format, and access rights must all be verified on a primary page. Error to reject: Do not use follower counts, star ratings, or a search-result snippet as proof of curricular accuracy.

Worked solution P21-Tough-1. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-2. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-3. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-4. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-5. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-6. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-7. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-8. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-9. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-10. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-11. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-12. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-13. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-14. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Tough-15. Allocate 35 points to revised-CED alignment, 25 to solution accuracy, 20 to instructional design, 10 to accessibility, and 10 to lawful value and access. $$35+25+20+10+10=100.$$ Require at least 28 of 35 alignment points and no copyright or answer-integrity failure. Interpretation: The gate prevents polished but obsolete material from winning on presentation or price alone. Validity: The evaluator must inspect actual content; marketing descriptions are evidence about edition claims, not proof that every solution is correct. Error to reject: A simple average can conceal a zero in alignment or legality, so use minimum gates in addition to the total.

Worked solution P21-Toughest-1. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-2. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-3. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-4. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-5. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-6. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-7. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-8. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-9. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-10. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-11. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-12. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-13. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-14. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.

Worked solution P21-Toughest-15. Reject the file link and the format guidance. Retain only independently verifiable study advice that remains consistent with the revised CED. The revised count changes from six FRQs to four, a reduction of $(6-4)/6=33.3\%$ in question count, while each revised FRQ carries 10 points. Interpretation: Historical questions can still teach statistical reasoning, but their timing, scope, and scoring structure cannot be presented as current. Validity: Link to lawful publisher, library, AP Classroom, or public AP Central access and label historical material by year. Error to reject: Do not mirror, attach, or quietly redirect to leaked commercial books or secure practice exams.