Video & Transcript Research : 'data reliability'

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MN
MN

Minnesota 2025-2026 Regular Session

House Judiciary Finance and Civil Law Committee 2/26/26

Judiciary Finance and Civil Law

Transcript Highlights:
  • Um if that participant's data.
  • Thus, publicly disclosing data, business data, without an owner's knowledge.
  • Right now, the data in opposite.
  • 13.51 in the Data Practices Act.
  • that missing to get that missing data. that missing to get that missing data.
Bills: HF3676, HF2959, HF3233
Keywords: Safe at Home, address confidentiality, domestic violence, sexual assault, stalking, harassment, victim privacy, survivor protection, confidential address, protected address, secret address, identity protection, residential confidentiality, program participant, nondiscrimination, court disclosure, protective order, service of process, driver's license, state ID
TX
TX

Texas 89th Regular

Senate Committee on Business and Commerce Mar 25th, 2025 at 08:00 am

Business & Commerce

TX
TX

Texas 89th 2nd C.S.

Business and Commerce Mar 25th, 2025

Business & Commerce

MN
MN

Minnesota 2025-2026 Regular Session

Judiciary Committee Meeting - 2026-03-26

Judiciary Finance and Civil Law

Transcript Highlights:
  • Basically, this bill adds a definition of health data to the Minnesota Consumer Data Privacy Act.
  • The consequence of classifying it as sensitive data is that that data cannot be sold or, in this case
  • data.
  • , which will include health data.
  • is that considered health data?
Bills: SF1750, HF2700, HF1606, HF3356, HF3946, HF3970, HF3658, HF3875, HF2627, SF856, HF1268, HF1338
Keywords: common interest community, CIC, homeowners association, HOA, condominium, planned community, cooperative, unit owner, association board, declarant, declarant control, special declarant rights, assessment lien, foreclosure, late fees, fines, attorney fees, resale disclosure, annual report, maintenance plan
MN
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

MN
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

MN
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.
Bills: HF1234, HF3528, HF3672, HF3679, HF3680, HF1944
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
OK

Oklahoma 2026 Regular Session

Children, Youth and Family Services Apr 8th, 2026 at 03:00 pm

Children, Youth and Family Services

NM
NM

New Mexico 2026 Regular Session

Senate - Judiciary Feb 9th, 2026 at 01:36 pm

Senate Judiciary

Transcript Highlights:
  • But all of a sudden this data was being used, and we've had a lot of discussion about data.
  • I also had another question: Will those providers that are trying to sell this data or buy this data
  • protections of that data.
  • protections of that data.
  • I mean, we have the data. We know we have the data.
Bills: SB40, SB104, SB136, SB164
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
AZ
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
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

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
NM

New Mexico 2026 Regular Session

Senate - Health and Public Affairs Feb 4th, 2026 at 06:25 pm

Senate Health & Public Affairs

Transcript Highlights:
  • There have been several data privacy bills introduced.
  • We need to protect our data sovereignty.
  • For another, the bill bans advertising using sensitive data.
  • 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
Bills: SB20, SB53, SB86, SB96, SB129
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
LA

Louisiana 2026 Regular Session

Education Apr 14th, 2026

Education

MN
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
Bills: HF2354, HF3621, HF3429, HF3483
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.
KY
KY

Kentucky 2026 Regular Session

Senate Standing Committee on Education (1-9-25)

MN
MN

Minnesota 2025 1st Special Session

House Health Finance and Policy Committee 3/10/25

Health Finance and Policy

Transcript Highlights:
  • <00:34:37.639> partner<00:34:38.000> when key data p uh uh key data partner when key
  • data p uh uh key data partner when it<00:34:38.240> comes<00:34:38.440> to<00:34:38.599
  • We have some key data elements missing, and so we are looking to address some of those data issues.
  • <00:46:33.240> we<00:46:33.359> need data sources to give us the data we need data
  • EMS is prevented from sharing that data EMS is prevented from sharing that data and<01:32:36.440
Bills: HF696, HF1429, HF1379
Keywords: HF696, rural EMS, ambulance, emergency medical services, uncompensated care, payment pool, rural health, Office of Emergency Medical Services, public safety answering point, PSAP, nontransport, unpaid ambulance calls, EMS reimbursement, rural ambulance provider, general fund appropriation, Minnesota health finance, specialized life support, metropolitan counties, emergency response funding, HF1429
MN
MN

Minnesota 2025-2026 Regular Session

State Committee Meeting - 2025-03-27

State Government Finance and Policy

Transcript Highlights:
  • Section 3 allows changes to the Government Data Practices Act.
  • Section 5 deals with data sharing. Section 6 deals with legislative and budget proposal data.
  • This bill aims to improve the data challenge appeal process and to protect private data.
  • The bill proposes to update the data challenge appeal process.
  • This ensures that private data stays private during the dissemination of incorrect or incompatible data
Bills: HF2783, HF2603, HF2846, HF2354, HF1836, HF2713, HF1198, HF1389
Keywords: state government finance, biennial budget, appropriations, Minnesota Management and Budget, Healthy Aging Subcabinet, Office of Healthy Aging, older adults, aging policy, long-term care, caregivers, public health, Medicaid fraud, medical assistance fraud, attorney general subpoena power, fraud enforcement, business filing fraud, Secretary of State, deceptive mailings, consumer protection, certified public accountant
MN
MN

Minnesota 2025 1st Special Session

House State Government Finance and Policy Committee 3/27/25

State Government Finance and Policy

Transcript Highlights:
  • Section 5 deals with data sharing. Section 5 deals with data sharing.
  • budget proposal data. budget proposal data.
  • data sharing as well. data sharing as well.
  • for data collection standards. for data collection standards.
  • when collecting demographic data. when collecting demographic data.
Bills: HF2783, HF2603, HF2846, HF2354, HF1836, HF2713, HF1198, HF1389
Keywords: state government finance, biennial budget, appropriations, Minnesota Management and Budget, Healthy Aging Subcabinet, Office of Healthy Aging, older adults, aging policy, long-term care, caregivers, public health, Medicaid fraud, medical assistance fraud, attorney general subpoena power, fraud enforcement, business filing fraud, Secretary of State, deceptive mailings, consumer protection, certified public accountant
HI
HI

Hawaii 2026 Regular Session

CPC Public Hearing - Tue Feb 10, 2026 @ 2:00 PM HST

Consumer Protection & Commerce

Transcript Highlights:
  • if subject to a pending keep the data if subject to a pending investigation<00:49:38.079> for
  • Um because sometimes<00:49:51.680> that<00:49:52.000> data<00:49:52.240> is<00:49
  • :52.480> very<00:49:52.720> useful<00:49:53.040> for sometimes that data is very
  • useful for sometimes that data is very useful for domestic<00:49:53.760> violence<00:49:54.160
  • make it public but to archive the data make it public but to archive the data for<00:50:01.200><
Bills: HB1849, HB2000, HB1753, HB1511, HB276, HB1513, HB2188, HB1876
Keywords: licensing, professional license, individual taxpayer identification number, immigration, state residency, right to repair, wheelchairs, consumer protection, repair providers, device documentation, HB1753, Hawaii Social Media Data Deletion Act, social media, account deletion, data deletion, privacy, consumer privacy, personal information, sensitive personal information, data retention
Summary: The committee on Consumer Protection and Commerce met on February 10, 2026, and heard testimony on several bills. HB 1849 relating to licensing drew comments from DCCA’s Professional and Vocational Licensing Division and the Hawaii Real Estate Commission, both of which stood on written testimony. The Hawaii Coalition for Immigrant Rights testified in strong support, emphasizing that some immigrants, including DACA recipients, are already contributing in Hawaii and that the state should help create pathways for them to remain and advance professionally. No vote or final action was taken on HB 1849 during the portion shown. The committee then heard HB 2000, the wheelchair right-to-repair bill. Encart opposed the measure, arguing that repair delays are largely driven by insurance prior authorization and that wheelchair repairs involve FDA-regulated medical devices where improper repairs could create health risks. Peter Fritz testified in support, saying the bill was modeled on similar laws in other states and that he had personal experience through his sister’s use of a wheelchair. Members questioned whether repairs done outside insurer networks might not be reimbursed, and Fritz said that was a concern but that the need for timely repair outweighed it. The committee also discussed HB 1753 on social media, where DCCA’s Office of Consumer Protection supported the bill but suggested an amendment to the definition of personal information. On HB 1511 relating to consumer protection, DCCA’s Insurance Division supported the bill, while the Alliance for Automotive Innovation and the Hawaii Automobile Dealers Association offered comments seeking to preserve legitimate manufacturer and dealer communications about vehicles, warranties, recalls, and related services. The committee also took up HB 276 HD1 and HB 1513 on condominiums. The Hawaii Real Estate Commission offered comments on HB 276 HD1. For HB 1513, the Hawaii Green Infrastructure Authority supported the bill, but DCCA’s Insurance Division opposed it, warning that diverting HHRF funds could weaken reinsurance arrangements and raise premiums for consumers who rely on the fund. Members questioned whether the proposed condo loan program would need HHRF money and whether the amounts in the bill were necessary, and the division said it opposed using HHRF for that purpose. The committee also heard HB 2188 on housing, where OCP supported the measure and the Hawaii Association of Realtors raised concerns about conflicts with the Fair Credit Reporting Act and the use of tenant screening reports, noting that a working group is already addressing landlord-tenant issues. Members asked OCP to research how other states handle similar laws and whether additional language is needed to avoid federal conflict. Finally, on HB 1876 relating to mental health, the Department of Health’s Adult Mental Health Division supported the bill but said it remains opposed to harmful, non-evidence-based treatment modalities; Pride at Work Hawaii also testified in strong support. No final votes or committee decisions were reported in the excerpt.