Video & Transcript Research : 'data sales'
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TX
Transcript Highlights:
- Texas should prohibit the possession... ...sale and distribution of child-like sex dolls, which are obscene
- mother in Boca Raton discovered a sex doll made in the likeness of her eight-year-old daughter for sale
- , exploitative electoral fraud. ...the Pedophilic Robots Act of 2017 that would have prevented the sale
- like, even with my forensic experts, I have to link up with them if I'm trying to track cell phone data
Bills:
HB207, HB235, HB324, HB449, HB463, HB502, HB 1121, HB1445, HB1465, HB1778, HB1977, HB2000, HB2066, HB2596, HB207, HB235
Keywords:
child protection, sexual offenses, obscenity laws, visual material, anatomically correct dolls, mannequins, robots, criminal offenses, sexually explicit material, minors, artificial intelligence, sexually explicit, doll, mannequin, robot, law enforcement, healthcare, insurance, affordable care, access
TX
Bills:
HB207, HB235, HB324, HB449, HB463, HB502, HB 1121, HB1445, HB1465, HB1778, HB1977, HB2000, HB2066, HB2596, HB207, HB235
Keywords:
child protection, sexual offenses, obscenity laws, visual material, anatomically correct dolls, mannequins, robots, criminal offenses, sexually explicit material, minors, artificial intelligence, sexually explicit, doll, mannequin, robot, law enforcement, healthcare, insurance, affordable care, access
OK
Oklahoma 2026 Regular Session
Civil Judiciary REVISION 2: Links added Apr 2nd, 2026 at 10:30 am
Civil Judiciary
Transcript Highlights:
- This is a follow-up to the data privacy bill that just got signed into law a few weeks ago.
- Now, these companies don't sell data, but they do share data with third parties for marketing and providing
- the corporation commission under Article 9 Title 17, and they already comply with existing consumer data
- privacy laws under the Electric Usage Data Protection Act.
Bills:
SB504, SB844, SB1209, SB1266, SB1303, SB1448, SB1496, SB1595, SB1597, SB1655, SB1679, SB1621, SB1716, SB1769, SB1827, SB1876, SB1944, SB2072, SB2084, SB2104, SB2112, SB2170, SB2180, SB2182
Keywords:
charitable organizations, donor restrictions, endowment gifts, Safeguarding Endowment Gifts Act, Oklahoma, donor rights, charitable contributions, forcible entry, detainer, trial period, legal notices, housing law, SB1266, notary public, notaries, legal advice, unauthorized practice of law, misdemeanor, Secretary of State, appointment revocation
OK
Oklahoma 2026 Regular Session
Senate legislative Session Mar 23rd, 2026 at 01:30 pm
Oklahoma Senate Floor Meeting
Transcript Highlights:
- Yes, there is data that the state department has right now.
- So, there is data that exists within the state Department.
- Yes, the state department has data. Their first, their first.
- My hope is that we will start to use objective data instead of subjective data and opinions.
- a school wisely by sticking with objective data.
Bills:
SB1521, SB372, SB1232, SB1307, SB1338, SB1390, SB1451, SB1463, SB1558, SB1567, SB1595, SB1621, SB1734, SB1749, SB1827, SB1833, SB1991, SB1992, SB63, SB2063, SB2180, SB1198, SB80
Keywords:
artificial intelligence, AI, generative AI, chatbot, conversational AI, companion AI, AI companion, virtual companion, chatbot regulation, minor safety, child online safety, parental controls, content moderation, self-harm, suicidal ideation, crisis intervention, mental health claims, romantic AI, emotional dependence, app store
MN
Minnesota 2025-2026 Regular Session
House Workforce, Labor, and Economic Development Finance and Policy Committee 4/10/25
Workforce, Labor, and Economic Development Finance and Policy
Bills:
HF2440
MN
Minnesota 2025 1st Special Session
House Workforce, Labor, and Economic Development Finance and Policy Committee 4/9/25
Workforce, Labor, and Economic Development Finance and Policy
Bills:
HF2440
MN
Minnesota 2025-2026 Regular Session
House State Government Finance and Policy Committee 3/10/26
State Government Finance and Policy
Transcript Highlights:
- "Yes, here's the data." Mr. Larson. "Yes, here's the data." Mr. Larson.
- Um, we have process now where we have access to data that is private data, public, uh, secure data, uh
- with sensitive data.
- interacting with sensitive data. interacting with sensitive data.
- They handle sensitive data as it breach. They handle sensitive data as it is. is. is.
Keywords:
payment transparency, public contracts, contractor rights, government accountability, construction payments, barbering, licensing, examinations, barber schools, public safety, certifications, Barber Examiners Board, data transparency, Legislative Budget Office, state agencies, fiscal notes, public data, standard time, federal law, time zone
OK
Oklahoma 2026 Regular Session
Children, Youth and Family Services Apr 8th, 2026 at 03:00 pm
Children, Youth and Family Services
Transcript Highlights:
- Data will be provided to resource family partners, and this data will be used to help the resource partners
Keywords:
child care, licensing, definitions, foster care, child welfare, SB1983, resource family partner, resource family partners, Department of Human Services, DHS, foster homes, foster children, placement data, data sharing, de-identified data, aggregated data, sibling groups, placement disruptions, foster parent recruitment, foster parent retention
AZ
Arizona 2026 Regular Session
03/26/2026 - House Artificial Intelligence & Innovation
Artificial Intelligence & Innovation
Transcript Highlights:
- externally with any data centers whatsoever.
- How do you double-check that that data is? That's a wonderful question.
- You don't run out any data from a data center?
- The more data we have and the more data we're able to train, whether it's a large learning model or language
- And we've got providers that cannot include identifiable data in the provenance data about a person unless
Bills:
SB1786
Keywords:
artificial intelligence, content verification, provenance data, transparency, digital content, 1182, all
Summary:
The committee first heard a presentation from Sonora Quest Laboratories on how the company is using artificial intelligence and innovation in clinical lab work. Testimony emphasized that AI is already being used in digital pathology, cytology, genetics, genomics, predictive analytics, and quality control, with a strong focus on human oversight, validation, and closed, secure systems that keep patient data in-house. Speakers said AI can improve accuracy, speed diagnosis, reduce repeat testing, support precision medicine and pharmacogenomics, and potentially help with rare disease management and drug selection, while also noting the need for governance and safeguards.
Members asked questions about accuracy, safeguards, data security, whether AI could reduce repeat specimen collection, expand to other hospital labs, and how AI might affect treatment decisions such as step therapy and pharmacogenomics. The presenters said AI outputs are reviewed by specialists, that the systems are validated and monitored, and that the organization uses a closed ecosystem with no external data sharing. They also discussed future possibilities such as digital twins, earlier cancer detection, and more tailored medication choices, while acknowledging that AI is still developing and must be used carefully.
The committee then took up Senate Bill 1786, as amended, which requires covered providers using generative AI to add provenance data to AI-created or significantly modified video, image, or audio content, using methods like watermarking or metadata, with exceptions for minor edits and certain interactive or non-user-generated content. The amendment clarified that identifiable individual information generally cannot be included unless the user opts in, protected trade secrets, and set an effective date of February 1, 2027. After discussion about consumer transparency, scope, and possible legal issues, the committee adopted the amendment and voted 4-2 with one absent to give SB 1786 as amended a do pass recommendation.
MN
Minnesota 2025-2026 Regular Session
House Human Services Finance and Policy Committee 2/25/26
Human Services Finance and Policy
Transcript Highlights:
- access to data on motans like how how access to data on motans like how how many<00:51:18.000>
times - data will indeed be kept private?
- > vulnerable<00:52:32.240>
people Minnesota's data on vulnerable people Minnesota's data on - Nothing about protected data, nothing about private data that is included in there so that we can do
- Data Practices Act. Data Practices Act. >> Chair<01:37:16.400>
Nor.
Bills:
HF3378
Keywords:
human services, Optum reports, data privacy, transparency, legislative oversight, 1183, house
US
US Federal 2025-2026 Regular Session
An oversight hearing to examine Meta's foreign relations and representations to the United States Congress. Apr 9th, 2025 at 01:30 pm
Criminal Justice and Counterterrorism Subcommittee
Transcript Highlights:
- What about user data, Ms. Williams?
- Americans' user data ever compromised?
- And POP servers, as a technical. data center that brings the data closer to the end user.
- It would have American data, it would have Chinese users. of data and it would be on Chinese soil.
- Here they're willing to build data centers, store data in China, they are willing explicitly to give
Keywords:
Meta, Facebook, whistleblower, regulation, China, user data, artificial intelligence, testimony, Congress
Summary:
The meeting of the Senate Judiciary Subcommittee on Crime and Counterterrorism focused on oversight of Meta's foreign relations and representations to Congress. An essential witness, Sarah Wynne-Williams, a former executive at Facebook, provided testimony outlining significant concerns about the company's practices and its complicity in aiding oppressive regimes. The atmosphere was charged, with ongoing debates about the regulation of big tech companies and the ethical implications of their policies. The committee explored topics such as user data management, whistleblower retaliation, and the need for legislative measures to protect users and enhance accountability in the tech sector. A notable point of contention was Facebook's alleged cooperation with the Chinese government regarding the dissemination of user data and AI tools, leading to serious ethical implications.
NM
Transcript Highlights:
- protections of that data.
- protections of that data.
- Chair—that concerns me, and that is the sale of this data.
- When I was, we— ...that concerns me, and that is the sale of this data.
- I mean, we have the data. We know we have the data.
Keywords:
SB40, Driver Privacy and Safety Act, automated license plate reader, ALPR, license plate reader, vehicle surveillance, privacy, data sharing, law enforcement data, immigration enforcement, reproductive health care, gender-affirming care, civil liberties, surveillance, public records, Inspection of Public Records Act, New Mexico State Police, Department of Public Safety, data sovereignty, vehicle tracking
NM
New Mexico 2026 Regular Session
Senate - Health and Public Affairs Feb 4th, 2026 at 06:25 pm
Senate Health & Public Affairs
Transcript Highlights:
- CHIPA restores basic rights to access, correct, and delete, and opt in to the sale of personal data.
- There have been several data privacy bills introduced.
- We need to protect our data sovereignty.
- Is there a systemic epidemic in data breaches?
- HIPAA covered data, which is the. key data that these healthcare entities hold is exempted, as is any
Keywords:
prior authorization, pharmacy benefits manager, PBM, health insurer, prescription drugs, step therapy, formulary, auto-adjudication, electronic portal, appeals, medical necessity, serious mental illness, mental health, schizophrenia, bipolar disorder, major depression, substance use disorder, addiction treatment, cancer, autoimmune disorder
LA
Keywords:
education, investment, workforce development, TOPS, higher education, repayment, scholarships, academic eligibility, financial aid, athletics, high school sports, state report, student wellness, computer science, scholarship, curriculum requirements, workforce training, education funding, data administration, financial assistance
US
US Federal 2025-2026 Regular Session
Hearings to examine reducing waste, fraud and abuse through innovation, focusing on how AI and data can improve government efficiency. Apr 9th, 2025 at 01:30 pm
Joint Economic Committee
Transcript Highlights:
- Before pouring data science on the problem, we need solid, reliable ground-truth data and a human-in-the-loop
- to ensure data reliability.
- So I built a model to pull in economic data, weather data, and all sorts of other information.
- Would he grab the state data and CMS do the match? Would you do a match to private data?
- To what data?
Keywords:
artificial intelligence, waste reduction, fraud prevention, government efficiency, improper payments, data reliability, oversight
Summary:
The meeting was chaired by Chairman Schweikert and involved a comprehensive discussion on how to utilize artificial intelligence (AI) for reducing waste, fraud, and improper payments within federal programs. Key witnesses, including Mr. Andrew Canarsa from the Council of the Inspectors General, provided insights on the potential of AI in enhancing government efficiency. The committee emphasized the importance of reliable data and thorough examination of AI application to avoid unintended consequences while addressing the estimated $162 billion in improper payments reported by the federal government. Concerns were raised regarding the recent firing of inspectors general and the impacts that could have on oversight and accountability processes.
LA
Louisiana 2026 Regular Session
House of Representatives Apr 23rd, 2026
Louisiana House Floor Meeting
Transcript Highlights:
- Department of Health and the State Department of Education to provide de-identified visual acuity screening data
- Department of Transportation and Development to study installation of and considerations for safety data
- House Bill 1129 by Representative Schamerhorn, sale of surplus state-owned property, preference for in-state
- Get data. Let's talk about it.
Bills:
HR192, HR193, HR194, HCR80, HCR81, HCR82, HCR83, HCR84, HCR85, HR188, HR189, HR190, HR191, SB134, SB140, SB281, SB331, SB384, SB389, SB415, SB451, SB458, SB479, SB504, SB523, HR38, HR96, HR160, HCR31, HCR61, SCR19, HB316, HB549, HB578, HB646, HB748, HB798, HB824, HB988, HB989, HB1001, HB1032, HB1081, HB1108, HB1129, HB1140, HB1157, HB1186, HB1192, HB1195, HB1198, HB1222, HB1244, SB73, SB89, SB128, SB149, SB191, SB196, SB238, SB318, SB340, HB225, HR1, HR17, HCR5, HCR4, HCR47, HCR32, HB362, HB893, HB990, HB1007, HB1153, HB1243, HB12, HB42, HB205, HB222, HB267, HB324, HB325, HB350, HB478, HB610, HB617, HB745, HB749, HB752, HB797, HB807, HB821, HB896, HB979, HB992, HB1000, HB1024, HB1050, HB1166, HB1172, HB1173, HB1207, HB1218, HB1223, SB162, SB349, SB350, SB382, SB383, SB127, SB244, SB256, HB911, HB306, HB366, HB1161, HB1230, HB59, HB481, HB772, HB897, HB1003, HB1008, HB1112, HB1180, HB1189, HB181, HB1118, HB901, HR20, HR74, HB284, HB393, HB458, HB459, HB525, HB577, HB582, HB605, HB614, HB682, HB733, HB773, HB864, HB996, HB1035, HB1058, HB1082, HB1113, HB1234, HB1240
Keywords:
ACOG, maternal health, healthcare professionals, patient-physician relationship, obstetrics, gynecology, condolences, military service, veteran, community, memorial, visual acuity, student health, de-identified data, longitudinal analysis, education policy, property rights, carbon dioxide sequestration, expropriation, Landowner Bill of Rights
MN
Minnesota 2025-2026 Regular Session
House Judiciary Finance and Civil Law Committee 3/10/26
Judiciary Finance and Civil Law
Transcript Highlights:
- ...there's strong data protections.
- Providers can't sell data. This is in a slightly different portion. It's in 71 to 73.
- So, the provider is not subject to the Government Data Practices Act. So, um, Mr.
- the individual data from any data they need to make determinations in terms of updating their systems
- <01:19:37.520>
does provider that has this data does provider that has this data does disclose
Keywords:
medical assistance, fraud prevention, subpoena authority, criminal penalties, consumer protection, fraud, payment withholding, withheld payments, program integrity, public funds, state agency, program participant, credible allegation of fraud, administrative reconsideration, contested case, chapter 14, data practices, confidential data, protected nonpublic data, anti-fraud
Summary:
The committee approved the minutes from March 5 by voice vote and welcomed new member Representative Van Binsbergen. It then took up House File 2354, which Chair Liebling moved to re-refer to the Public Safety Finance and Policy Committee. Representative Norris presented the bill as an updated version of the Medical Assistance Protection Act, aimed at strengthening the Attorney General’s Medicaid Fraud Control Unit, closing loopholes, equalizing fraud penalties, and increasing penalties for large-scale Medicaid fraud. Attorney General Ellison said the bill would add 18 specialized staff to the unit, moving it from 32 to 50 positions, and argued the federal-state matching structure makes the Attorney General’s office the proper home for the funding because the unit is dedicated to Medicaid fraud work.
Nick Wonka, director of the Medicaid Fraud Control Unit, explained the bill’s provisions affecting committee jurisdiction: expanded subpoena authority to obtain financial account contents in provider-fraud investigations, conforming legal representation language to preserve the unit’s authority, venue changes to allow charging in counties where parts of the offense occurred, and a restitution change to let courts order restitution for related conduct in the same scheme. He said the subpoena change would speed investigations and align the Attorney General’s authority with other agencies, and that the restitution change would help recover more fraudulently obtained Medicaid funds.
No public testimony was offered. Members questioned why the funding should go to the Attorney General’s office rather than the BCA, whether the new records authority was federally required, how the venue language would work across state lines, and whether the added FTEs indicated the fraud problem was larger than expected. Ellison and Wonka responded that the federal grant requires the work to stay within the Medicaid Fraud Control Unit, that the unit’s investigators are specialized and work with, but separate from, law enforcement, and that the venue provision applies only within Minnesota while out-of-state matters would be referred to the appropriate authorities. The amendment that had been posted was withdrawn and not offered.
LA
Louisiana 2026 Regular Session
Commerce May 20th, 2026
Commerce, Consumer Protection, and International Affairs
Transcript Highlights:
- Where do the sales taxes apply?
- The sales tax thing, I just don't see...
- They could remove capital gains, state capital gains on any sales of gold and silver.
- It has some bill of sale and contract requirements.
- And they're going to develop the criteria and ratios according to what that data shows. Okay.
Keywords:
economic development, rural communities, infrastructure, workforce training, Louisiana Economic Development, engineering, land surveying, construction, state fire marshal, plan review, hidden fees, junk fees, drip pricing, price transparency, mandatory fees, surcharges, consumer protection, unfair trade practices, advertising disclosures, total price
Summary:
The Senate Commerce Committee met on April 20, approved the prior meeting minutes, and then heard a series of bills and resolutions. It first advanced H. CR 66, which directs Louisiana Economic Development, working with the Governor’s Office of Rural Development, to study rural parish economic assets, infrastructure, workforce, and development opportunities. The committee also moved HB 387, a clarification allowing the fire marshal to review architectural and engineering plans equally, and HB 1223, which seeks to promote clinical trials in Louisiana by having LED market the state’s research capacity and by adjusting internal review board procedures. HB 1228, a cleanup bill for hearing aid dealers that updates definitions, contracts, testing periods, licensing, and related requirements, was also reported favorably, as was HB 950, which would create an elderly consumer perception program through the Office of Elderly Affairs to help seniors recognize scams and fraud.
The committee spent the most time on HB 617, a broad “hidden fees” consumer transparency bill. The author and supporters said it would require mandatory fees to be included in upfront pricing so consumers can make informed choices, while opponents from grocery, restaurant, hotel, housing, retail, and business groups argued the bill was vague, overly broad, and likely to create compliance burdens and litigation risk. Housing advocates objected to the bill’s housing exemption, warning it could weaken renters’ ability to bring claims over undisclosed fees. After extensive debate over variable pricing, sales taxes, enforcement, and the scope of the bill, Senator Morris moved to defer HB 617, and the committee agreed without objection.
The committee also heard HB 797, which would create a “Bayou Gold” certification program for certain gold vendors and transactional gold products. The sponsor said the program would encourage vendors to keep gold insured, segregated, and closer to Louisiana consumers, with the Treasury administering the certification through participant fees. Several senators and an outside witness raised concerns that the state seal could be mistaken for an endorsement, could create liability or consumer confusion, and would favor a narrow set of vendors. Despite opposition, the committee reported HB 797 favorably, with members noting it still had to go to Finance. Later, the committee advanced HB 1186, which would create a more uniform statewide building code and licensing system for inspectors, add disciplinary authority, and impose a small permit fee to support the program, and HB 1222, which would let LED develop a grocery initiative to address food deserts and food insecurity. The meeting concluded with the committee hearing HB 1256 on abandoned digital assets, which would require dormant digital assets to be held in original form for three years so owners can reclaim them.
LA
Transcript Highlights:
- is Senate Bill 468 by Senator Seabaugh, relative to fuel points discount limits, to provide for the sale
- So are they able to manipulate data to— So are they able to manipulate data to have their product look
- Well, again, if you're a certified plant, no, you can't manipulate data.
- a photograph of the seller so that they're actually taking a picture of the person that comes into sale
- . and The enforcement agencies will be able to take a look at the previous sales.
Bills:
HB1163, HB1168, HR252, HR253, HCR103, HCR108, SB80, SB131, SB251, SB254, SB279, SB384, SB414, SB468, SB469, SB496
Keywords:
fireworks, retail sales, fire safety, legislation, holiday celebrations, construction standards, precast concrete, DOTD, building regulations, minimum requirements, public projects, private projects, consumer protection, credit card fees, cash transactions, rounding practices, transparency, low-income, economic impact, residential construction
AL
Alabama 2026 1st Special Session
Alabama Senate Finance and Taxation Education Committee Mar 18th, 2026
Finance and Taxation Education
Keywords:
land bank, land bank authority, local land bank authority, Alabama Land Bank Authority, tax delinquent property, tax sale, tax lien, redemption period, quiet title, blight remediation, vacant property, foreclosure, ad valorem tax, property tax exemption, intergovernmental agreement, county government, municipal government, redevelopment, brownfields, floodplain management