HB 474
bill making a human check the AI at state agencies
Filed
Verdict: No flags
Initial review · graded Nov 9, 2026 · How we grade
Caption
relating to human oversight and review of decisions and actions involving artificial intelligence systems used by state agencies.
Caption from analyzed text · version I.
Summary
A trained employee can override AI decisions. Starting September 1, 2027.
The bill requires every Texas state agency that uses artificial intelligence to set up policies so that a trained employee with full authority reviews and can override AI decisions that are consequential or that risk serious harm to people, property, critical infrastructure or confidential data. It touches state agencies and the Department of Information Resources, which must write minimum standards for these human reviewers by March 1, 2028. Agencies must use interim safeguards starting September 1, 2027, and must follow the department's rules 90 days after they are adopted.
Receipt
The receipt
90R-HB474 · 2026-11-09
SOLD BY
ITEM
relating to human oversight and review of decisions and actions involving artificial intelligence systems used by state agencies.
WHAT IT DOES
A trained employee can override AI decisions. Starting September 1, 2027.
The bill requires every Texas state agency that uses artificial intelligence to set up policies so that a trained employee with full authority reviews and can override AI decisions that are consequential or that risk serious harm to people, property, critical infrastructure or confidential data. It touches state agencies and the Department of Information Resources, which must write minimum standards for these human reviewers by March 1, 2028. Agencies must use interim safeguards starting September 1, 2027, and must follow the department's rules 90 days after they are adopted.
CHARGES
[ ] NONE FOUND
TOTAL
No fiscal note in the loaded record.
HISTORY
- Filed
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.
6301 ECC LLC$36,400.00
6301 ECC LLC
$36,400.00
- Cash
- $0.00
- Paid by others
- $36,400.00
- Total
- $36,400.00
Also funds 0 other sitting lawmakers.
Derived recipient stock · Jul 1, 2024 to Oct 1, 2026. State data as of Nov 4, 2026.
Name match, not a verified identity: normalized filed name and state.
Sources
Derived itemized flow · Jul 1, 2024 to Oct 1, 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: 100978329, 101005348, 101026340, 101056439, 101069774, 101071921.
Texas Trial Lawyers Association PAC$21,000.00
Texas Trial Lawyers Association PAC
$21,000.00
- Cash
- $21,000.00
- Paid by others
- $0.00
- Total
- $21,000.00
Also funds 137 other sitting lawmakers.
Derived recipient stock · Jul 24, 2024 to Oct 23, 2026. State data as of Nov 4, 2026.
TEC account match.
TeamSources
Derived itemized flow · Oct 4, 2024 to Oct 9, 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: 100978329, 101026340, 101056439, 101071921.
Missing data does not establish zero giving. Display amounts are rounded.
6301 ECC LLC
$36,400.00
- Cash
- $0.00
- Paid by others
- $36,400.00
- Total
- $36,400.00
Also funds 0 other sitting lawmakers.
Derived recipient stock · Jul 1, 2024 to Oct 1, 2026. State data as of Nov 4, 2026.
Name match, not a verified identity: normalized filed name and state.
Sources
Derived itemized flow · Jul 1, 2024 to Oct 1, 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: 100978329, 101005348, 101026340, 101056439, 101069774, 101071921.
Texas Trial Lawyers Association PAC
$21,000.00
- Cash
- $21,000.00
- Paid by others
- $0.00
- Total
- $21,000.00
Also funds 137 other sitting lawmakers.
Derived recipient stock · Jul 24, 2024 to Oct 23, 2026. State data as of Nov 4, 2026.
TEC account match.
TeamSources
Derived itemized flow · Oct 4, 2024 to Oct 9, 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: 100978329, 101026340, 101056439, 101071921.
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 a super-expensive superintelligence, Nov 9, 2026, against the published rubric.
Sources
Texas House · Filed Nov 9, 2026
11/09/2026 H Filed
Texas Legislature Online · Introduced
Data snapshot Nov 10, 2026 at 2:34 AM CST. Grades, charges, quotes and corrections follow the published record.
Text
The text as introduced · 445 words
By: Bhojani H.B. No. 474 A BILL TO BE ENTITLED AN ACT relating to human oversight and review of decisions and actions involving artificial intelligence systems used by state agencies. BE IT ENACTED BY THE LEGISLATURE OF THE STATE OF TEXAS: SECTION 1. Subchapter S, Chapter 2054, Government Code, as added by Chapter 1148 (S.B. 1964), Acts of the 89th Legislature, Regular Session, 2025, is amended by adding Section 2054.714 to read as follows: Sec. 2054.714. MEANINGFUL HUMAN OVERSIGHT OF ARTIFICIAL INTELLIGENCE DECISIONS AND ACTIONS. (a) In this section, "meaningful human oversight" means the evaluation of an artificial intelligence system's decision or proposed action by an appropriately qualified employee or officer who: (1) has received reasonable training in the artificial intelligence system, including on the risk of undue reliance on the system's output; (2) has access to sufficient information and relevant evidence to evaluate the decision or proposed action; and (3) has the authority to approve, reject, modify, override, and terminate the decision, proposed action, or ongoing action of the artificial intelligence system. (b) Each state agency deploying or using an artificial intelligence system shall establish and maintain policies and procedures as required by this section to ensure meaningful human oversight over decisions or actions taken by artificial intelligence systems that: (1) constitute, or are a controlling factor in, a consequential decision as defined by Section 2054.003; or (2) present a reasonably foreseeable risk of substantial harm to: (A) the health or safety of one or more individuals; (B) property; (C) critical infrastructure; or (D) the security of confidential information. (c) The department shall adopt rules establishing minimum standards for employees or officers who provide meaningful human oversight under this section, including standards regarding the timing and documentation of oversight. The extent of required oversight shall be proportionate to the nature and risk of the decision or action covered by subsection (b). SECTION 2. As soon as practicable after the effective date of this Act, but not later than March 1, 2028, the Department of Information Resources shall adopt the rules required by Section 2054.714(c), Government Code, as added by this Act. SECTION 3 (a) A state agency is not required to comply with a rule adopted under Section 2054(c), Government Code, as added by this Act, before the 90th day after the date the Department of Information Resources adopts the rule. (b) Until the date a state agency is required to comply with the rules adopted under Section 2054.714(c), Government Code, as added by this Act, the agency shall implement appropriate interim safeguards to comply with Section 2054.714(b), Government Code, as added by this Act. SECTION 4 This Act takes effect September 1, 2027.