Monitoring the Session

HB 248

Relating to the inclusion of provenance data on certain content created or posted on a social media platform.

Filed

Verdict: Smells

SmellsInitial review
Rep. Suleman LalaniDHouse 76
Why it's charged
The hole

THE TEXT

“A social media platform is not required to comply with the provisions of this section if the social media platform provides to the attorney general clear and convincing documentation”…

Bill text, introduced version (I)

Any platform that documents it lacks the technology and is working toward it is excused from the labeling duty, with no deadline for that excuse to end. Confidence stays moderate because the text does not show how many platforms would qualify.

The hole

Initial review · graded Nov 9, 2026 · How we grade

Caption

relating to the inclusion of provenance data on certain content created or posted on a social media platform.

Caption from analyzed text · version I.

Summary

The bill requires social media platforms to attach hidden labels, called provenance data, to photos, videos and audio made with the platform's own AI tools, and to posted files whose existing labels already show AI was used. It touches social media platforms and their users, who must get an easy way to see the labels showing the AI tool used and who provides it. A platform can skip all of it by showing the attorney general that it lacks the technology and is working toward it, and it is shielded from liability for wrong labels it received from users or third parties in good faith.

Receipt

The receipt

90R-HB248 · 2026-11-09

SOLD BY

ITEM

relating to the inclusion of provenance data on certain content created or posted on a social media platform.

WHAT IT DOES

The bill requires social media platforms to attach hidden labels, called provenance data, to photos, videos and audio made with the platform's own AI tools, and to posted files whose existing labels already show AI was used. It touches social media platforms and their users, who must get an easy way to see the labels showing the AI tool used and who provides it. A platform can skip all of it by showing the attorney general that it lacks the technology and is working toward it, and it is shielded from liability for wrong labels it received from users or third parties in good faith.

CHARGES

[x] THE HOLEanalysis confidence 50%

THE TEXT

“A social media platform is not required to comply with the provisions of this section if the social media platform provides to the attorney general clear and convincing documentation”…

Bill text, introduced version (I)

Any platform that documents it lacks the technology and is working toward it is excused from the labeling duty, with no deadline for that excuse to end. Confidence stays moderate because the text does not show how many platforms would qualify.

TOTAL

No fiscal note in the loaded record.

HISTORY

  1. Filed
FILED UNDER

SPEECH AND LAWFARE

THE TEXT

“A social media platform is not liable for inaccurate provenance data attached to a photo, video, or audio file or retained under this section if:”

Bill text, introduced version (I)

The bill puts state-mandated labels on what users post and gives platforms a liability shield for inaccurate labels supplied by users or third parties.

Smells

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 · Oct 28, 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.

Texas Trial Lawyers Association PAC$37,500.00

Texas Trial Lawyers Association PAC

$37,500.00

Cash
$37,500.00
Paid by others
$0.00
Total
$37,500.00

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 · Dec 10, 2024 to Aug 31, 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: 100987680, 101007262, 101030846, 101036309, 101069420.

Texas House Democratic Campaign Committee$11,569.08

Texas House Democratic Campaign Committee

$11,569.08

Cash
$7,000.00
Paid by others
$4,569.08
Total
$11,569.08
Other filed descriptions $4,569.08

Also funds 9 other sitting lawmakers.

Derived recipient stock · Oct 15, 2024 to Oct 15, 2026. State data as of Nov 4, 2026.

Name match, not a verified identity: normalized filed name and state.

Team
Sources

Derived itemized flow · Feb 3, 2026 to Jun 2, 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: 101040256, 101061992.

TSA PAC$10,000.00

TSA PAC

$10,000.00

Cash
$10,000.00
Paid by others
$0.00
Total
$10,000.00

Also funds 15 other sitting lawmakers.

Derived recipient stock · Oct 1, 2024 to Oct 10, 2026. State data as of Nov 4, 2026.

Name match, not a verified identity: normalized filed name and state.

Team
Sources

Derived itemized flow · Sep 23, 2025 to Oct 10, 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: 101030846, 101072241.

Money

Missing data does not establish zero giving. Display amounts are rounded.

×

Texas Trial Lawyers Association PAC

$37,500.00

Cash
$37,500.00
Paid by others
$0.00
Total
$37,500.00

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 · Dec 10, 2024 to Aug 31, 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: 100987680, 101007262, 101030846, 101036309, 101069420.

×

Texas House Democratic Campaign Committee

$11,569.08

Cash
$7,000.00
Paid by others
$4,569.08
Total
$11,569.08
Other filed descriptions $4,569.08

Also funds 9 other sitting lawmakers.

Derived recipient stock · Oct 15, 2024 to Oct 15, 2026. State data as of Nov 4, 2026.

Name match, not a verified identity: normalized filed name and state.

Team
Sources

Derived itemized flow · Feb 3, 2026 to Jun 2, 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: 101040256, 101061992.

×

TSA PAC

$10,000.00

Cash
$10,000.00
Paid by others
$0.00
Total
$10,000.00

Also funds 15 other sitting lawmakers.

Derived recipient stock · Oct 1, 2024 to Oct 10, 2026. State data as of Nov 4, 2026.

Name match, not a verified identity: normalized filed name and state.

Team
Sources

Derived itemized flow · Sep 23, 2025 to Oct 10, 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: 101030846, 101072241.

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 2:32 AM CST. Grades, charges, quotes and corrections follow the published record.

Subjects

Artificial Intelligence (IQ7C5)

Business & Commerce--Trade Practices

Civil Remedies & Liabilities

Crimes--Against Persons--Sexual

Electronic Information Systems

INTERNET

Text

The text as introduced · 891 words

90R5237 SCR-D

By: Lalani
H.B. No. 248

A BILL TO BE ENTITLED

AN ACT

relating to the inclusion of provenance data on certain content

created or posted on a social media platform.

BE IT ENACTED BY THE LEGISLATURE OF THE STATE OF TEXAS:

SECTION 1. Chapter 120, Business & Commerce Code, is

amended by adding Subchapter B-1 to read as follows:

SUBCHAPTER B-1. PROVENANCE DATA

Sec. 120.081. DEFINITIONS. In this subchapter:

(1) "Artificial intelligence system" means machine

learning and related technology that uses data to train statistical

models for the purpose of enabling computer systems to perform

tasks normally associated with human intelligence or perception,

such as computer vision, speech or natural language processing, and

content generation.

(2) "Generative artificial intelligence" means an

artificial intelligence system designed to emulate the structure

and characteristics of provided data to generate derived synthetic

digital content, including images, videos, audio, text, and other

digital content.

(3) "Provenance data" means metadata on a file that

can be used to identify:

(A) the date and place of the file's origin;

(B) the method used to generate the file,

including whether the file was generated using generative

artificial intelligence; or

(C) the file's history, including the manner in

which the file has been transmitted or stored.

Sec. 120.082. CONTENT CREATED ON SOCIAL MEDIA PLATFORM.

(a) A social media platform shall attach provenance data to each

photo, video, or audio file created using tools provided by the

social media platform that use generative artificial intelligence.

(b) A social media platform shall retain all provenance data

attached to a photo, video, or audio file under this section.

(c) Provenance data attached to a photo, video, or audio

file or retained under this section must:

(1) be attached and retained in a manner and format

that complies with guidelines or specifications that are:

(A) created by an established standard-setting

entity in the industry; and

(B) widely adopted by other entities in the

industry;

(2) state that the photo, video, or audio file has been

created or modified using generative artificial intelligence; and

(3) state the name of the generative artificial

intelligence tool and the name of the person who provides the tool.

(d) A social media platform shall provide or contract with a

third party to provide a method by which a user may easily access

the provenance data attached to a photo, video, or audio file under

this section.

(e) A social media platform is not required to comply with

the provisions of this section if the social media platform

provides to the attorney general clear and convincing documentation

showing that the social media platform:

(1) does not have the technological capacity to comply

with the requirements of this section; and

(2) is actively taking steps toward obtaining the

technological capacity to comply with the requirements of this

section.

Sec. 120.083. CONTENT POSTED ON SOCIAL MEDIA PLATFORM. (a)

A social media platform shall attach provenance data to each photo,

video, or audio file posted on the social media platform for which:

(1) the social media platform can discern the file's

provenance data; and

(2) the file's provenance data states that the photo,

video, or audio file was created or modified using generative

artificial intelligence.

(b) A social media platform shall retain all provenance data

attached to a photo, video, or audio file under this section.

(c) Provenance data attached to a photo, video, or audio

file or retained under this section must:

(1) be attached and retained in a manner and format

that complies with guidelines or specifications that are:

(A) created by an established standard-setting

entity in the industry; and

(B) widely adopted by other entities in the

industry;

(2) state that the photo, video, or audio file has been

created or modified using generative artificial intelligence; and

(3) state the name of the generative artificial

intelligence tool and the name of the person who provides the tool.

(d) A social media platform shall provide or contract with a

third party to provide a method by which a user may easily access

the provenance data attached to a photo, video, or audio file under

this section.

(e) A social media platform is not required to comply with

the provisions of this section if the social media platform

provides to the attorney general clear and convincing documentation

showing that the social media platform:

(1) does not have the technological capacity to comply

with the requirements of this section; and

(2) is actively taking steps toward obtaining the

technological capacity to comply with the requirements of this

section.

(f) This section may not be construed to require a social

media platform to independently verify the accuracy or authenticity

of provenance data provided to the social media platform by a third

party or user.

(g) A social media platform is not liable for inaccurate

provenance data attached to a photo, video, or audio file or

retained under this section if:

(1) the provenance data was provided to the social

media platform by a third party or user;

(2) the social media platform did not knowingly modify

the provenance data;

(3) the social media platform relied in good faith on

the provenance data provided; and

(4) the social media platform has implemented

reasonable and appropriate measures to comply with the requirements

of this section.

SECTION 2. This Act takes effect September 1, 2027.