Video & Transcript Research : 'sensitive data'

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US
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?
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.
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
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.
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
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
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.
AZ

Arizona 2026 Regular Session

02/11/2026 - House Science & Technology

Science & Technology

Transcript Highlights:
  • The challenge isn't a lack of data.
  • So that's a lot of data points and information. So that's a lot of data points and information.
  • state data, any data related to elections, public safety, public benefits, finance, or infrastructure
  • You may even breach the system, but you can't use the data.
  • Send it to people's data. We don't care. But Treasury will not.
Bills: HB2809
Summary: The Committee on Science and Technology heard two informational presentations before taking up its only bill, HB 2809. The first presentation, from the University of Arizona, focused on fusion energy research and commercialization. The presenter described fusion as a clean, safe, long-term energy source with major potential for Arizona, emphasized growing U.S. and Chinese investment in the field, and argued that Arizona could become a hub for fusion supply chains, talent, and deployment. Members asked about timelines, regulation, and how fusion might compare with small modular reactors and other energy sources; the presenter said fusion could be commercially deployable in roughly 12 to 15 years if public-private investment continues. The second presentation, from XRDNA, described a spatial-temporal addressing system for physical objects and events, aimed at improving coordination across space, infrastructure, logistics, and defense. The company said it is testing with Space Force and launch providers, uses AI provenance tools, and sees its main near-term use case in logistics and space operations. HB 2809 would require state agencies handling sensitive data, including elections, public safety, benefits, finance, and infrastructure information, to implement post-quantum encryption meeting or exceeding CMMC 2.0 validation, using a U.S.-based vendor and U.S.-developed, manufactured, or maintained components. An amendment clarified that agencies would not be required to connect offline systems to the internet to install encryption, and that agencies could use offline methods such as removable media. The sponsor argued the bill is needed because Arizona’s legacy systems are vulnerable, cited prior cyber incidents and audit findings, and said the bill would secure data even on older systems while keeping the encryption key with the Auditor General. Members generally supported the concept but raised questions about implementation, costs, the Auditor General’s role, and the need for more stakeholder input. No one signed in opposition; the Secretary of State’s office was noted as neutral. The committee adopted the Pingarelli amendment and then passed HB 2809 as amended on a 9-0 vote, giving it a due pass recommendation. Several members explained their yes votes as support for the bill’s goal while emphasizing the need for careful implementation and broader discussion. The meeting then adjourned.
FL

Florida 2026 Regular Session

Health Policy Feb 11th, 2026

Health Policy

Transcript Highlights:
  • We've prioritized data transparency.
  • information, and the other with enhanced data on prescribed drug pricing transparency.
  • We'll review data quarterly with the plans to see if their interventions are actually working.
  • So our team works to look at trend data to identify opportunities for education and training that can
  • We'll continue to push transparency both financially and in the data that we make publicly available.
Summary: The committee took up several health-related bills and confirmations. It first heard SB 1414 on congenital cytomegalovirus education, which would require the Department of Health to develop and distribute educational materials to expectant and new parents through maternity, prenatal, newborn, and OB-GYN settings; an amendment removed a section on required instruction for medical professionals, and the bill was reported favorably as a committee substitute. The committee then approved a block of appointees on tabs 2 through 7 and separately confirmed Chavon Harris as Secretary of the Agency for Health Care Administration after her testimony on Medicaid accountability, transparency, managed care oversight, rural health, behavioral health, and the state’s technology modernization efforts. Senators asked Harris about Hope Florida, Medicaid redeterminations, the CORE project, an anti-marijuana ad campaign at DCF, and compliance with a federal Medicaid-related court order; she said she would follow up on some issues. The confirmation was recommended favorably, with Senator Berman voting no. The committee next passed SB 186 on student health and safety, which expands epilepsy and seizure-disorder training requirements to more school personnel, including bus drivers and charter school staff, and requires seizure-first-aid posters and updated Department of Health education efforts. It also approved SB 902 on Department of Health issues after amendments narrowed the bill’s scope and added provisions on medical marijuana regulation, early childhood intervention, practitioner accountability, and autism workforce development; one speaker raised concerns about marijuana dispensary location restrictions and low-THC ratios. SB 196 creating a uterine fibroid research database was also reported favorably after an amendment protecting patient privacy; the bill drew emotional testimony from a patient describing severe symptoms and the need for more research. SB 688 on naturopathic medicine was approved after committee discussion about scope of practice, referral obligations, and whether naturopathic care should be adjunctive to conventional medicine; supporters described complementary care and access issues, while opponents worried about delayed treatment for serious disease. Later, the committee passed SB 1574, “Maddie’s Law,” to add biliary atresia screening to newborn screening using the same blood specimen already collected at birth and to launch an education campaign; parents of a child affected by the disease testified that earlier screening could have prevented severe harm. SB 878 on clinical laboratory personnel was reported favorably to address staffing shortages by allowing Florida to rely more directly on federal CLIA standards for qualified lab workers. SB 1092 on podiatric medicine was approved after an amendment narrowed it to cellular/tissue-based products and podiatrists’ use of certain therapies; the bill also addresses continuing education, informed consent, and advertising disclosures. SB 1032 on medical marijuana was amended and passed, aligning physician certification and card renewal timelines, setting 70-day and 35-day supply limits, and reducing the fee for honorably discharged veterans while preserving funding for FAMU; Senator Harrell opposed it, saying the longer timeframes were too much of an expansion. The committee also heard SB 1760 on Medicaid coverage transparency from Senator Brodeur, who said the bill focuses on accountability and fiscal responsibility, but the transcript cuts off before further discussion or action on that measure.
MN

Minnesota 2025-2026 Regular Session

Judiciary Committee Meeting - 2025-04-03

Judiciary Finance and Civil Law

Transcript Highlights:
  • It adds that private data classification.
  • This bill will fix the problem to prevent the public disclosure of non-public data when that data is
  • The two statutes that issue the assessors' data statute in the Data Practices Act and the tax trial statute
  • First, in section two, it guts the privacy protection of assessor data found in the Data Practices Act
  • There's not a lot of good sales data.
MN

Minnesota 2025-2026 Regular Session

House Judiciary Finance and Civil Law Committee 4/3/25 - Part 2

Judiciary Finance and Civil Law

Transcript Highlights:
  • So that includes financial data as well as case data.
  • So that includes financial data as well as case data.
  • So that includes financial data as well as case data.
  • So that includes financial data as well as case data.
  • as that includes financial data as well as case<00:41:43.440> data.
MN

Minnesota 2025 1st Special Session

House Judiciary Finance and Civil Law Committee 4/3/25 - Part 1

Judiciary Finance and Civil Law

Transcript Highlights:
  • on individuals so it adds that data on individuals so it adds that private<00:08:51.040> data
  • to publicize confidentials business data to publicize confidentials business data without<00:58:
  • The two statutes that issue the assessor's data statute and the Data Practices Act and the tax trial
  • Assessor's data statute and the data Assessor's data statute and the data Practices<01:04:31.720
  • data really thirdparty data assessment data really thirdparty data from<01:05:10.400> a<01:05
AZ

Arizona 2026 Regular Session

02/05/2026 - House Rural Economic Development

Rural Economic Development

Transcript Highlights:
  • reactors and data centers?
  • These are both obviously data centers are going on right now.
  • Would you be willing to potentially include more data if the ACA is able to collect it?
  • Again, I think this is great data.
  • And then for a small modular reactor-specific... ...data centers driving up their rates.
Bills: HB2388, HB2804, HB2926
Summary: The committee began with short presentations highlighting historic sites in Prescott, including the Arizona Pioneer Home and the First Territorial Governor’s Mansion/Charlotte Hall Museum, framed as ways to showcase rural districts and Arizona history. Members discussed the importance of using committee time to feature district-specific projects and tourism assets before moving to legislation. The main action was on HB 2804, a bill creating a state rural development and housing tax credit tied to the federal low-income housing tax credit for projects in counties under 800,000 population. Supporters, including the sponsor, the mayor of Flagstaff, housing developers, and other local officials, argued the credit would help finance affordable housing for seniors, veterans, and low-income residents in rural areas where projects are otherwise not feasible. Opponents, including the Arizona Free Enterprise Club, argued the program is inefficient, difficult to police, and disproportionately benefits intermediaries and developers. After extended questioning and debate about whether the bill truly helps veterans and seniors, the committee passed HB 2804 on a 7-0 vote. The committee then heard HB 2388, which directs the Arizona Commerce Authority to study the economic benefits of small modular reactors and data centers and report findings to the governor and legislature. The sponsor described it as a data-gathering measure to inform future policy, while supporters said it could help assess energy and job impacts, especially for Hispanic workers. One member suggested adding information on utility-rate impacts and waste/storage issues through amendment. The bill passed on a 6-1 vote, and the committee adjourned.
MN

Minnesota 2025 1st Special Session

House Human Services Finance and Policy Committee 3/25/25

Human Services Finance and Policy

Transcript Highlights:
  • The review panel reviewed data from the national landscape on this issue.
  • As part of this, a DHS consultant conducted an analysis of publicly available data for all 50 states
  • framework and review deidentified data framework and review deidentified data quarterly<00:13:34.399
  • union the review panel reviewed data union the review panel reviewed data from<00:13:50.440>
  • The review panel recommends increasing data sharing and transparency by having DCT create a publicly
FL

Florida 2026 Regular Session

Appropriations Committee on Health and Human Services Feb 18th, 2026

Appropriations Committee on Health and Human Services

Transcript Highlights:
  • Florida's vulnerable populations by preventing individuals with serious offenses from working in sensitive
  • also eliminates the restriction that limited the clearinghouse to sharing national criminal history data
  • CS for SB 196 is relating to the uterine fibroid data research database.
  • SB 196 is a women's health and public health data bill.
  • It requires the contracted entity to provide regular reports to the board for data collection in the
Summary: The Appropriations Committee on Health and Human Services met to hear and vote on a series of health, human services, and education-related bills, along with a presentation of the committee’s proposed HHS budget. The budget was described as increasing by more than $2.1 billion over the current base, with major funding highlighted for Medicaid and KidCare, rural health, provider rate increases, child welfare, mental health and substance use, opioid treatment, Alzheimer’s initiatives, cancer research, ADAP, veterans’ services, and IT modernization. Public testimony on the budget focused heavily on AIDS Drug Assistance Program funding and concerns about Department of Health changes affecting access, premium assistance, notice, and continuity of care for people living with HIV/AIDS. Among the bills reported favorably were measures on podiatric medicine and tissue-based products (SB 1092), background screening and clearinghouse procedures (SB 1168), child protective investigations involving specific medical diagnoses and second opinions (SB 42), clinical laboratory personnel licensure standards (SB 878), uterine fibroid data tracking and research (SB 196), medical marijuana treatment center oversight and related health provisions (SB 902), dyslexia and dyscalculia screening and intervention in schools (SB 1340), memory care licensure for assisted living facilities (SB 1404), congenital CMV education materials (SB 1414), Parkinson’s disease registry and related public records exemption bills (SB 1684 and SB 1686), and occupational therapy dry needling licensure standards (SB 914). Several bills were amended before passage, including SB 1092, SB 42, SB 902, SB 1684, and SB 1404. Testimony generally came from professional associations, advocacy groups, and affected stakeholders, with support voiced for most measures. The committee adopted amendments on the floor, heard no opposition during debate on the bills described, and then voted to report each measure favorably. At the end of the meeting, senators requested to be recorded in the affirmative on selected bills, and the committee adjourned.
FL

Florida 2026 Regular Session

Regulated Industries Jan 20th, 2026

Regulated Industries

Transcript Highlights:
  • This is actually hard data that nobody else seemed to have.
  • We will take up Tab 6, SB 484 on data centers.
  • Domestic data centers keep sensitive data on U.S. soil under U.S. jurisdiction and subject to American
  • Domestic data centers keep sensitive data on U.S. soil under U.S. jurisdiction and subject to American
  • Today, Florida faces a similar choice with data centers.
Summary: The Committee on Regulated Industries considered several bills and took final action on each. SB 986, by Senator Gruters and presented by Senator Rodriguez, would prohibit smoking or vaping marijuana in public places and in certain indoor spaces; restaurant and lodging representatives supported adding marijuana and vaping to clean indoor air rules but asked to preserve designated smoking areas on private property, while cannabis advocates warned the bill was overly broad and could affect patients and property rights. The committee voted the bill favorably. SB 678, by Senator Mayfield, would restore statutory authority for DBPR to continue allowing alcohol distributors to deduct unsellable alcohol from monthly excise tax calculations; the committee adopted a strike-all amendment and reported the committee substitute favorably. SB 800, also by Senator Mayfield, increases penalties for repeated unlicensed engineering practice and creates an engineering student loan assistance program for engineers working for state agencies and water management districts; after adopting an amendment clarifying eligibility, the committee reported the bill favorably. The committee then heard SB 408, by Senator Grall, which would create a Florida cause of action against vaccine manufacturers that advertise in the state, allowing injured individuals to sue in Florida courts. Supporters argued the bill would rebuild public trust and hold manufacturers accountable, while opponents from the Florida Justice Reform Institute, American Tort Reform Association, BIO, the U.S. Chamber Institute for Legal Reform, and several medical and business groups argued the field is largely preempted by federal law, that existing federal compensation programs already address vaccine injuries, and that the bill raises First Amendment and policy concerns. After debate focused on vaccine injury data, compensation rates, and liability, the committee voted SB 408 favorably. The committee also considered SB 484 and SB 1118, both by Senator Avila, dealing with data centers. SB 484 would preserve local planning authority, bar nondisclosure agreements that prevent disclosure of potential data center development, require the PSC to set large-load tariff requirements so data centers pay their own costs, and limit consumptive use permits for large-scale data centers absent no harm to water resources and compliance with local zoning; supporters emphasized ratepayer protection and economic development, while some witnesses urged flexibility for behind-the-meter projects and confidentiality in negotiations. The bill was reported favorably. SB 1118 would create a time-limited public records exemption for county or municipal information about data center siting and protect proprietary business information; Senator Pizzo raised concerns about how the exemption would affect disclosure of competing projects and local officials’ ability to speak, but the sponsor said he would work on clarifying the language. The committee also passed SB 1050, by Senator Calatayud, which requires veterinarians to provide pet owners with written prescriptions and information about pharmacy choice while preserving veterinary judgment and emergency dispensing authority. The meeting concluded after all bills were reported favorably and members recorded additional votes on prior items.
NV
Transcript Highlights:
  • All this is important data.
  • So we need to be able to look at all that data to understand what is happening in our communities so
  • So we want to open the door so that everybody can come in. data.
  • I'm curious, are you familiar with the FBI Crime Data Explorer? I am not, Assembly Member.
  • The special counsel would collect sensitive legal data under NRS 202.3625 and 202.3645 and access information
Bills: SB156