Topic 02 · Completed field tests
Evidence-first tests of AI for teaching, learning, lesson planning, and responsible tutoring.
Published evidence
Every case is clickable. Synthetic records disclose their generated inputs, Codex multi-agent run, honest model disclosure, checks, and evidence limits.
Completed field testSynthetic benchmark
The completed LFT-014 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Rubric calibration, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-028 synthetic field test reached 10/10 after one failure-only correction: 5 of five static checks passed for Nonvisual access, while 0 checks remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-057 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Rubric Reliability, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-049 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Source bias, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-005 synthetic field test finished at 4/10 and was not recommended: only two of five Tone coaching checks passed after the permitted correction.
Completed field testSynthetic benchmark
The completed LFT-035 synthetic field test finished at 4/10 and was not recommended: only two of five Calculus errors checks passed after the permitted correction.
Completed field testSynthetic benchmark
The completed LFT-042 synthetic field test stopped at 6/10: three of five Safety training checks passed after one correction, but Safety training learner adaptation [LFT-042] and Safety training evidence traceability [LFT-042] remained unsupported.
Completed field testSynthetic benchmark
The completed LFT-064 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Family Communication, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-021 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Adaptive practice, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-069 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Paraphrase Review, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-023 synthetic field test finished at 4/10 and was not recommended: only two of five Research design checks passed after the permitted correction.
Completed field testSynthetic benchmark
The completed LFT-037 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Peer feedback, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-056 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Pronunciation Practice, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-009 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Chemistry scaffolding, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-030 synthetic field test stopped at 6/10: three of five Close reading checks passed after one correction, but Close reading evidence traceability [LFT-030] and Close reading safety and access [LFT-030] remained unsupported.
Completed field testSynthetic benchmark
The completed LFT-016 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Proof hints, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-044 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Exam rehearsal, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-063 synthetic field test reached 10/10 after one failure-only correction: 5 of five static checks passed for Proof Checking, while 0 checks remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-003 synthetic field test reached 10/10 after one failure-only correction: 5 of five static checks passed for Lesson planning, while 0 checks remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-026 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Writing feedback, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-062 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Vocabulary Practice, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-047 synthetic field test finished at 4/10 and was not recommended: only two of five Early phonics checks passed after the permitted correction.
Completed field testSynthetic benchmark
The completed LFT-007 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Citation literacy, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-019 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Graph literacy, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-068 synthetic field test reached 10/10 after one failure-only correction: 5 of five static checks passed for Map Literacy, while 0 checks remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-033 synthetic field test reached 10/10 after one failure-only correction: 5 of five static checks passed for Map reasoning, while 0 checks remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-012 synthetic field test stopped at 6/10: three of five Socratic dialogue checks passed after one correction, but Socratic dialogue learner adaptation [LFT-012] and Socratic dialogue evidence traceability [LFT-012] remained unsupported.
Completed field testSynthetic benchmark
The completed LFT-055 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Accessible Reading, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-040 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Plain language, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-031 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Art comparison, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-010 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Historical inquiry, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-054 synthetic field test stopped at 6/10: three of five Science Diagnosis checks passed after one correction, but Science Diagnosis content accuracy [LFT-054] and Science Diagnosis learner adaptation [LFT-054] remained unsupported.
Completed field testSynthetic benchmark
The completed LFT-045 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Project planning, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-024 synthetic field test stopped at 6/10: three of five Vocabulary learning checks passed after one correction, but Vocabulary learning content accuracy [LFT-024] and Vocabulary learning learner adaptation [LFT-024] remained unsupported.
Completed field testSynthetic benchmark
The completed LFT-061 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Historical Comparison, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-001 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Fraction tutoring, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-038 synthetic field test reached 10/10 after one failure-only correction: 5 of five static checks passed for Oral rehearsal, while 0 checks remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-067 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Writing Diagnosis, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-017 synthetic field test finished at 4/10 and was not recommended: only two of five Physics diagrams checks passed after the permitted correction.
Completed field testSynthetic benchmark
The completed LFT-034 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Data inquiry, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-013 synthetic field test reached 10/10 after one failure-only correction: 5 of five static checks passed for Formative assessment, while 0 checks remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-066 synthetic field test stopped at 6/10: three of five Accessible Mathematics checks passed after one correction, but Accessible Mathematics objective fit [LFT-066] and Accessible Mathematics content accuracy [LFT-066] remained unsupported.
Completed field testSynthetic benchmark
The completed LFT-053 synthetic field test finished at 4/10 and was not recommended: only two of five Source Verification checks passed after the permitted correction.
Completed field testSynthetic benchmark
The completed LFT-027 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Translation judgment, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-048 synthetic field test stopped at 6/10: three of five Debate reasoning checks passed after one correction, but Debate reasoning objective fit [LFT-048] and Debate reasoning safety and access [LFT-048] remained unsupported.
Completed field testSynthetic benchmark
The completed LFT-006 synthetic field test stopped at 6/10: three of five Study planning checks passed after one correction, but Study planning objective fit [LFT-006] and Study planning content accuracy [LFT-006] remained unsupported.
Completed field testSynthetic benchmark
The completed LFT-060 synthetic field test stopped at 6/10: three of five Programming Tutoring checks passed after one correction, but Programming Tutoring evidence traceability [LFT-060] and Programming Tutoring safety and access [LFT-060] remained unsupported.
Completed field testSynthetic benchmark
The completed LFT-041 synthetic field test finished at 4/10 and was not recommended: only two of five Attention support checks passed after the permitted correction.
Completed field testSynthetic benchmark
The completed LFT-020 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Retrieval practice, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-039 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Multiage teaching, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-059 synthetic field test finished at 4/10 and was not recommended: only two of five Prerequisite Mapping checks passed after the permitted correction.
Completed field testSynthetic benchmark
The completed LFT-004 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Spanish practice, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-018 synthetic field test stopped at 6/10: three of five Lab preparation checks passed after one correction, but Lab preparation objective fit [LFT-018] and Lab preparation safety and access [LFT-018] remained unsupported.
Completed field testSynthetic benchmark
The completed LFT-046 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Museum learning, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-065 synthetic field test finished at 4/10 and was not recommended: only two of five Safety Assessment checks passed after the permitted correction.
Completed field testSynthetic benchmark
The completed LFT-025 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Pronunciation practice, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-011 synthetic field test finished at 4/10 and was not recommended: only two of five Financial literacy checks passed after the permitted correction.
Completed field testSynthetic benchmark
The completed LFT-052 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Statistics Explanation, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-032 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Music theory, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-036 synthetic field test stopped at 6/10: three of five Debugging habits checks passed after one correction, but Debugging habits objective fit [LFT-036] and Debugging habits content accuracy [LFT-036] remained unsupported.
Completed field testSynthetic benchmark
The completed LFT-058 synthetic field test reached 10/10 after one failure-only correction: 5 of five static checks passed for Field Research, while 0 checks remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-015 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Recursion tracing, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-029 synthetic field test finished at 4/10 and was not recommended: only two of five Civic literacy checks passed after the permitted correction.
Completed field testSynthetic benchmark
The completed LFT-002 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Algebra diagnosis, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-050 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Signed instruction, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-022 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Note synthesis, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-051 synthetic field test reached 8/10 after one failure-only correction: 4 of five static checks passed for Retrieval Scheduling, while 1 check remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-043 synthetic field test reached 10/10 after one failure-only correction: 5 of five static checks passed for Dosage practice, while 0 checks remained unresolved.
Completed field testSynthetic benchmark
The completed LFT-008 synthetic field test reached 10/10 after one failure-only correction: 5 of five static checks passed for Reading access, while 0 checks remained unresolved.