Thin file*
chartmypath.io/AICookedMyDegree
MA in English
verdict slip · printed 1 Aug 2026 · sources on every line
HONEST VERDICT: the evidence file on this one is thinner than we'd like. 7 rows held up to sourcing: we print those and nothing else.
how to read this slip
stays humanthe evidence says this stays human led
with AIdone faster with AI in the loop: still needs you
shiftingthe evidence says AI already reaches this one
no data yetno source covers it yet, so we don't guess
STAYS HUMAN4
with AI2
shifting1
tasks charted · feeds 1 jobs7
of 7 charted tasks: 4 stay human · 2 run with AI in the loop · 1 are shifting. counts only: we don't do scores.
Secondary School Teachers, Except Special and Career/Technical Education[feeds: source]
Instruct through lectures, discussions, and demonstrations in one or more subjects, such as English, mathematics, or social studies.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Establish and enforce rules for behavior and procedures for maintaining order among students.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Assign and grade class work and homework.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Prepare, administer, and grade tests and assignments to evaluate students' progress.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Confer with parents or guardians, other teachers, counselors, and administrators to resolve students' behavioral and academic problems.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Guide and counsel students with adjustments, academic problems, or special academic interests.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Sponsor extracurricular activities, such as clubs, student organizations, and academic contests.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗the delta: what moves your picture
#1 Directing an AI tool to draft first-pass grades or feedback on student work, then checking every grade against the actual rubric before it's recorded
In MA in English's own task ledger, Secondary School Teachers, Except Special and Career/Technical Education's "Assign and grade class work and homework" rates augmented; all 2 matched rows here rate augmented. Checking every AI-suggested grade against the actual rubric before it's recorded is what keeps grading fair to the student who wrote the work. first step: Yale Poorvu Center for Teaching and Learning: Yale Grading · free · ~15 min
#2 Using AI to draft two or three ways of teaching the same lesson for different learners, then checking each version against the real comprehension gaps in your classroom before teaching it
Among MA in English's matched ledger rows, Secondary School Teachers, Except Special and Career/Technical Education's "Instruct through lectures, discussions, and demonstrations in one or more…" rates exposed; the one matched row here rates exposed. Checking each lesson variant against the real comprehension gaps in your classroom is what keeps differentiation aimed at your actual students. first step: CAST: UDL Guidelines · free · ~25 min
#3 Using AI to draft test items or homework problems, then checking each one against the actual standard or objective it's supposed to measure before assigning it
Looking at the roles MA in English feeds into, Secondary School Teachers, Except Special and Career/Technical Education's "Prepare, administer, and grade tests and assignments to evaluate students'…" rates augmented; the one matched row here rates augmented. Checking each item against the actual standard it's supposed to measure is what keeps a test honest about what it's testing. first step: Institute of Education Sciences: What Works Clearinghouse Practice Guides · free · ~20 min
* THE HONESTY BOX
thin file means exactly that: task-level research on this field is patchier than for others we cover. we could have padded this slip to look complete. we didn't. every printed line is sourced; where studies disagree, we print both. nobody can promise outcomes; anyone who does is selling something.
Task-level AI evidence on this page is largely US-scoped research; local pay and market context differ.
thin file means exactly that: task-level research on this field is patchier than for others we cover. we could have padded this slip to look complete. we didn't. every printed line is sourced; where studies disagree, we print both. nobody can promise outcomes; anyone who does is selling something.
Task-level AI evidence on this page is largely US-scoped research; local pay and market context differ.
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