Monitoring the Session

HB 474

bill making a human check the AI at state agencies

Filed

Verdict: No flags

No flagsInitial review
Rep. Salman BhojaniDHouse 92

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

  1. Filed
FILED UNDER

No verified beat found.

No flags

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
Other filed descriptions $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.

Sam Mahrouq$25,000.00
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.

Team
Sources

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.

Money

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
Other filed descriptions $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.

Team
Sources

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.