HB 5282
bill ending artificial intelligence scoring of written test answers
Died in committee
Verdict: No flags
Initial review · graded Oct 20, 2026 · Headline, summary and grade are analysis of the bill text, not a finding about any person · How we grade
Caption
relating to the use of artificial intelligence to score certain portions of assessment instruments administered to public school students.
Caption from analyzed text · version I.
Summary
Machines keep the multiple choice. Humans get the essays back.
The bill orders the Texas Education Agency to stop the use of artificial intelligence to score written, open-ended answers on state tests, while still allowing machines to score multiple choice answers. It touches public school students, the agency, and the testing vendors that score state exams. An AI scoring method can still be used only if it was trained on answers from disadvantaged, emergent bilingual and special education students, meets accepted reliability standards, and is certified by an independent evaluator as valid and free of measurable bias, starting with the 2025-2026 school year.
Labels
Labels: NEVER GOT A HEARING. Filed Mar 14, 2025 and referred to the House Public Education committee. No public hearing. The bill died.
Receipt
The receipt
89R-HB5282 · 2025-03-14
SOLD BY
ITEM
relating to the use of artificial intelligence to score certain portions of assessment instruments administered to public school students.
WHAT IT DOES
Machines keep the multiple choice. Humans get the essays back.
The bill orders the Texas Education Agency to stop the use of artificial intelligence to score written, open-ended answers on state tests, while still allowing machines to score multiple choice answers. It touches public school students, the agency, and the testing vendors that score state exams. An AI scoring method can still be used only if it was trained on answers from disadvantaged, emergent bilingual and special education students, meets accepted reliability standards, and is certified by an independent evaluator as valid and free of measurable bias, starting with the 2025-2026 school year.
CHARGES
[ ] NONE FOUND
TOTAL
No fiscal note in the loaded record.
HISTORY
- Filed
- Read first time
- Referred to Public Education
FILED UNDER
No verified beat found.
THANK YOU FOR CHECKING THE RECEIPT
CAMPAIGN PAID FOR BY
CAMPAIGN PAID FOR BY
Donors
Not tied to this bill.
Sources
The author's campaign account only. Own money and internal transfers are separate on the member page.
Derived itemized flow · Jul 1, 2024 to Oct 24, 2026. State data as of Nov 4, 2026.
Derived itemized contributions on live regular reports and uncovered special-session dates. Internal account transfers and daily reports are excluded.
DSCC$1,485,555.60
DSCC
$1,485,555.60
- Cash
- $0.00
- Paid by others
- $1,485,555.60
- Total
- $1,485,555.60
Also funds 0 other sitting lawmakers.
Derived recipient stock · Oct 2, 2026 to Oct 19, 2026. State data as of Nov 4, 2026.
Name match, not a verified identity: normalized filed name and state.
Sources
Derived itemized flow · Oct 2, 2026 to Oct 19, 2026. State data as of Nov 4, 2026.
Derived itemized contributions on live regular reports and uncovered special-session dates. Internal account transfers and daily reports are excluded.
Report IDs: 101073400.
DGA Action$1,000,000.00
DGA Action
$1,000,000.00
- Cash
- $1,000,000.00
- Paid by others
- $0.00
- Total
- $1,000,000.00
Also funds 0 other sitting lawmakers.
Derived recipient stock · on Oct 15, 2026. State data as of Nov 4, 2026.
Name match, not a verified identity: normalized filed name and state.
Sources
Derived itemized flow · on Oct 15, 2026. State data as of Nov 4, 2026.
Derived itemized contributions on live regular reports and uncovered special-session dates. Internal account transfers and daily reports are excluded.
Report IDs: 101073400.
Missing data does not establish zero giving. Display amounts are rounded.
DSCC
$1,485,555.60
- Cash
- $0.00
- Paid by others
- $1,485,555.60
- Total
- $1,485,555.60
Also funds 0 other sitting lawmakers.
Derived recipient stock · Oct 2, 2026 to Oct 19, 2026. State data as of Nov 4, 2026.
Name match, not a verified identity: normalized filed name and state.
Sources
Derived itemized flow · Oct 2, 2026 to Oct 19, 2026. State data as of Nov 4, 2026.
Derived itemized contributions on live regular reports and uncovered special-session dates. Internal account transfers and daily reports are excluded.
Report IDs: 101073400.
DGA Action
$1,000,000.00
- Cash
- $1,000,000.00
- Paid by others
- $0.00
- Total
- $1,000,000.00
Also funds 0 other sitting lawmakers.
Derived recipient stock · on Oct 15, 2026. State data as of Nov 4, 2026.
Name match, not a verified identity: normalized filed name and state.
Sources
Derived itemized flow · on Oct 15, 2026. State data as of Nov 4, 2026.
Derived itemized contributions on live regular reports and uncovered special-session dates. Internal account transfers and daily reports are excluded.
Report IDs: 101073400.
Votes
No floor vote loaded for this bill.
Fiscal
No fiscal note in the loaded record.
How this was graded
Analysis of text version I by claude-opus-5-5, Oct 20, 2026, against the published rubric.
Sources
Texas House · Filed Mar 14, 2025
04/07/2025 H Referred to Public Education: Apr 7 2025 5:28PM
Texas Legislature Online · Introduced
Data snapshot Oct 26, 2026 at 4:20 AM CDT. Grades, charges, quotes and corrections follow the published record.
House committee · Public Education · Final status: Died in committee
Subjects
Artificial Intelligence (IQ7C5)
Education--Primary & Secondary--Testing
EDUCATION AGENCY, TEXAS
Text
The text as introduced · 373 words
89R14836 CMO-D By: Hinojosa H.B. No. 5282 A BILL TO BE ENTITLED AN ACT relating to the use of artificial intelligence to score certain portions of assessment instruments administered to public school students. BE IT ENACTED BY THE LEGISLATURE OF THE STATE OF TEXAS: SECTION 1. Section 39.023, Education Code, is amended by adding Subsections (q) and (r) to read as follows: (q) Except as provided by Subsection (r), the agency shall prohibit the use of artificial intelligence, including an artificial intelligence-based algorithm, algorithmic device, automated scoring engine, or any scoring method that uses artificial intelligence in part, to score a constructed response on an assessment instrument administered under this section or an assessment system developed under Section 39.027(e). This subsection does not prohibit the use of a machine to score a multiple choice response. (r) A scoring method otherwise prohibited by Subsection (q) may be used to score a constructed response described by that subsection if the scoring method: (1) was trained on representative samples of constructed responses that include the responses of students who are: (A) educationally disadvantaged; (B) emergent bilingual students, as defined by Section 29.052; or (C) eligible to enroll in a school district's special education program under Subchapter A, Chapter 29; (2) demonstrates scoring validity and reliability at levels consistent with industry-accepted standards for automated machine or hybrid automated machine scoring methods, including standards established by the National Assessment of Educational Progress; and (3) has been evaluated by a qualified independent entity, unaffiliated with the agency, an advisory group of the agency, or any entity involved in the development of the scoring method and the entity certifies that the scoring method: (A) is valid and reliable in scoring constructed responses; (B) does not demonstrate any measurable bias against a student described by Subdivision (1); and (C) meets all applicable psychometric standards for the scoring of assessment instruments. SECTION 2. This Act applies beginning with the 2025-2026 school year. SECTION 3. This Act takes effect immediately if it receives a vote of two-thirds of all the members elected to each house, as provided by Section 39, Article III, Texas Constitution. If this Act does not receive the vote necessary for immediate effect, this Act takes effect September 1, 2025.