Video & Transcript Research : 'data transparency'

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ND

North Dakota 2025-2026 Regular Session

Senate Appropriations - Education and Environment Division Apr 10th, 2025 at 02:30 pm

Appropriations - Education and Environment Division

Bills: HB1329
Summary: The division first discussed Senate Bill 1540 and related amendments involving implementation mechanics, procurement exemptions, and an emergency clause. Bank of North Dakota representatives explained that, based on a timeline review with DPI, the project would be very difficult to implement for the 2026-27 school year without exemptions from state purchasing and IT oversight rules and without an emergency clause; they said the normal procurement process could take about 240 days and that a 15-month implementation window would likely push the start to 2027-28 if those changes were not adopted. Members also raised a separate policy question about a criminal penalty placeholder in the bill, and the committee agreed that the sentence was unnecessary and should be removed. The committee deferred means-testing questions and fiscal-note issues to the next morning, with the understanding that the bill would be drafted in a way that made it workable if it advanced. The committee then turned to the water budget bill and reviewed the latest amended version, which included changes to the Water Topics process, Southwest Pipeline line of credit provisions, Red River supply funding, Mouse River project amounts, general water funding, studies on Missouri River intakes and water governance/finance, and a carryover/transfer adjustment. Chris Cattermas of the Department of Water Resources said most of the carryover funds were already obligated, with the largest unobligated amount in flood control. After review, Senator Thomas moved a do-pass recommendation on the bill as amended, the motion was seconded, and the committee approved it unanimously. The chair noted that other bills would be taken up the next morning, including 1013, 1014, and 1540.
ND

North Dakota 2025-2026 Regular Session

Senate Appropriations - Education and Environment Division Apr 10th, 2025 at 09:30 am

Appropriations - Education and Environment Division

Transcript Highlights:
  • So I appreciate getting more of this information out, more transparent.
  • I mean, he asked me, he says, well, what data points do we need?
  • locally and then make it a data point that's sent to the state.
  • be transparent.
  • The 200 percent A was chosen because the data is there for that.
Bills: HB1329
Summary: The Education Division met with all members present and first took up House Bill 1329, which would create a transparency database and website for school spending information. Senator Schaible offered Amendment 0204 to turn the bill into a study, citing concerns that the proposal would impose major data-collection burdens on 168 school districts, require new data standards and privacy protections, and likely cost far more than the $500,000 in the bill. Several members supported transparency but agreed the implementation costs and technical feasibility were unclear. The committee adopted the amendment 4-1, then passed HB 1329 as amended on a 5-0 vote, with Senator Shively to carry the bill. The committee then discussed House Bill 1540, the education savings account/voucher bill. Representatives from the Bank of North Dakota and the Department of Public Instruction explained that they had not been consulted on the original drafting and outlined needed administrative changes, including clarifying the Bank as administrator, using a third-party program manager, involving DPI in rulemaking, adding audit and appeal procedures, and adjusting language on eligible purchases and school disqualification. They also said the current timeline was likely too aggressive to launch by the 2026-27 school year and estimated the program would require about 15 months to implement, with a fiscal note now around $5.1 million. Members also discussed policy-related amendments on means testing and application timing. Senator Shively proposed a 300% of poverty-level means test and a sign-up period to reduce costs and limit open-ended enrollment, while Senator Axman proposed a tiered approach that would keep all students technically eligible but phase in funding levels by income, preserving access for students who qualify for other federal supports. DPI said it could not currently disaggregate some data by family income and that the appeal process and procurement timeline still needed work. The committee did not move HB 1540 out that morning and instead recessed to continue discussion later after members had time to review the administrative and fiscal issues separately from the means-testing proposals.
MN

Minnesota 2025-2026 Regular Session

House Fraud Prevention and State Agency Oversight Policy Committee 2/23/26

Fraud Prevention and State Agency Oversight Policy

Transcript Highlights:
  • We're also reviewing EIDBI billing data We're also reviewing EIDBI billing data in<00:15:29.400>
  • We were looking at them with with data We were looking at them with data<00:31:02.680> analytics<
  • through that your data data analytics. through that your data data analytics.
  • And so, data the strongest tools.
  • confirm, very happy with transparency confirm, very happy with transparency and<01:31:53.600>
Bills: HF3542
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.
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
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
MN

Minnesota 2025-2026 Regular Session

House Children and Families Finance and Policy Committee 3/3/26

Children and Families Finance and Policy

Transcript Highlights:
  • such a simple act of transparency. such a simple act of transparency.
  • And the data tells us that, too.
  • And the data tells us that, too.
  • And the data tells us that, too.
  • And the data tells us that, too. better. And the data tells us that, too.
Bills: HF3542, HF3819
Summary: The committee took up House File 3542, authored by Representative Hudson, and first adopted the February 25 minutes. Hudson explained that the bill, as amended in a DE1, would require agencies to disclose to the public, legislators, or the press the existence of certain investigations only after the subject has been notified and the agency has decided to reduce, suspend, or withhold payments. He said the amendment was intended to avoid tipping off subjects before notification while still increasing transparency about investigations involving public funds. A separate A3 amendment was withdrawn after the DE1 was adopted. Several members questioned the bill’s scope and timing, asking what “existence of an investigation” meant and whether the proposal would disclose information before findings were complete. Hudson clarified that the bill was aimed at identifying who is being investigated, not revealing investigative details. The committee then heard extensive public testimony from child care providers and advocates, who opposed the bill and argued it would expose providers to harassment, threats, and stigma before any findings were made. Testifiers described recent threats, ICE-related disruptions, audits, overpayment findings, and the burden of CCAP compliance, saying the bill would punish providers for paperwork errors and worsen safety concerns, especially for Somali and other providers of color. A board member of the Minnesota Child Care Association also opposed the bill, saying providers had been chilled from speaking publicly because of death threats and harassment, and warning that disclosure of investigations could intensify that climate. In response, Hudson said the bill was not about targeting child care providers generally and was limited to confirmed ongoing investigations after notice to the subject. The committee then heard from Inspector General Keys, who explained that CCAP investigations are administrative, not criminal, and are based on evidence of repeated errors or financial misconduct rather than intentional fraud. He said the office looks for patterns beyond simple mistakes and that the bill’s notice requirement would not impede investigations. The discussion ended amid a brief procedural dispute over comments directed at Hudson, after which the chair returned to the bill and the Inspector General’s testimony.
MN

Minnesota 2025 1st Special Session

House Judiciary Finance and Civil Law Committee 3/4/25

Judiciary Finance and Civil Law

Transcript Highlights:
  • HF 550 provides neither transparency.
  • really want to have more transparency really want to have more transparency which<00:52:02.839><
  • Transparency is inconvenient.
  • Transparency is inconvenient.
  • and convenience between transparency and convenience transparency<00:59:32.640> is transparency
Bills: HF390, HF1202, HF550
MN

Minnesota 2025-2026 Regular Session

House State Government Finance and Policy Committee 2/24/26

State Government Finance and Policy

Transcript Highlights:
  • uh a a document that we got from a data uh a a document that we got from a data request<00:10:43.279
  • <00:19:21.200> and ensuring accountability transparency and ensuring accountability transparency
  • , identities and their data, identities and their data, unfortunately,<00:51:41.119> it<00
  • <01:15:05.840> Some<01:15:06.000> data um be looked at in judiciary.
  • Some data um be looked at in judiciary.
Bills: SF856, HF3168, HF3528, HF389
MN

Minnesota 2025-2026 Regular Session

House Judiciary Finance and Civil Law Committee 3/5/26

Judiciary Finance and Civil Law

Transcript Highlights:
  • Is it to collect more data?
  • Is it to collect more data?
  • has absolutely zero transparency in it. has absolutely zero transparency in it.
  • the security data. the security data.
  • <01:26:57.440> This privacy data and trade secret data.
Bills: HF3874, HF3875, HF3378
Summary: The committee approved the March 3 minutes and then heard a presentation from the Minnesota Judicial Branch on House File 3874, which was laid over for possible inclusion in a finance bill. State Court Administrator Jeff Shorba and Chief Judge Michael Fritz testified in support of a supplemental funding request focused on judicial branch safety and security, along with funding to cover the employer share of Minnesota Paid Leave costs. Shorba said the branch is seeking help because it did not receive funding for paid leave in the last session and is having to hold positions open to absorb the cost. The safety and security request included five parts: personal data protection for judges and court administrators, home security, two additional staff positions for threat assessment and coordination, security for the chief justice at public events, and a revived courthouse security grant program for counties. Testimony emphasized rising threats and incidents involving judges and court staff, including examples of doxing, home surveillance, and threats involving litigants, and cited increases in reported incidents, threats, and disturbances. Fritz said the branch’s current response system is stretched and that more law-enforcement-trained staff would improve coordination and response. Members questioned why the judicial branch should receive state funding for paid leave when private employers must absorb the cost, and Shorba responded that the branch was excluded from end-of-session funding decisions and that the mandate should be funded for all branches of government. Members also asked about the threat-response process and whether local law enforcement should be used more directly. Another concern raised was whether State Patrol troopers assigned to judicial security would have the training needed for criminal-code enforcement, and Shorba said the branch is discussing that issue with the State Patrol. No vote on the bill was taken in the portion provided.
MN

Minnesota 2025-2026 Regular Session

House Judiciary Finance and Civil Law Committee 2/20/25

Judiciary Finance and Civil Law

Transcript Highlights:
  • data data request is filing fee for a data data request is obviously<00:10:36.800> a<00:10:36.920
  • And so even if you're using non-identifiable aggregate data, of what value is that aggregate data to
  • And so even if you're using non-identifiable aggregate data, of what value is that aggregate data to
  • Um, and that was, um, language around, um, like only aggregate data, no private confidential data, no
  • non-investigative data.
Bills: HF414, HF768, HF359
MN

Minnesota 2025-2026 Regular Session

House Judiciary Finance and Civil Law Committee 3/17/26

Judiciary Finance and Civil Law

Transcript Highlights:
  • currently use national data sharing. currently use national data sharing.
  • Anybody's private data can be accessed without anyone having oversight, accountability, or transparency
  • What is that data?
  • data to be handled in Minnesota. data to be handled in Minnesota.
  • ownership should not be public data. ownership should not be public data.
TX

Texas 89th Regular

Delivery of Government Efficiency Apr 2nd, 2025

Delivery of Government Efficiency

Transcript Highlights:
  • It, when people, when we're transparent in our government.
  • The data landscape assessment has already been done.
  • So, given that data and stats, that there is a real risk of a data breach, and data breaches relate to
  • So per country data is hard to find.
  • Where are you getting your data?
MN

Minnesota 2025-2026 Regular Session

House State Government Finance and Policy Committee 2/18/25

State Government Finance and Policy

Transcript Highlights:
  • <00:32:18.480> or that we don't get public data or that we don't get public data or non-public
  • non-public data from the legislative non-public data from the legislative auditor<00:32:22.679><
  • really to restrict to the least amount of data necessary to prevent abuse, to prevent that data from
  • abuse to prevent um that data prevent abuse to prevent um that data from<01:04:29.960> falling
  • <01:30:37.320> is data is data is there<01:30:40.040> okay<01:30:40.239> represent
Bills: HF1, HF2
MN

Minnesota 2025 1st Special Session

House Elections Finance and Government Operations Committee 3/3/25

Elections Finance and Government Operations

Transcript Highlights:
  • Recent data shows that natural gas is the most utilized fuel source of residential energy use, with data
  • Recent data shows that natural gas is the most utilized fuel source of residential energy use, with data
  • <00:19:42.640> center demand coming with the data center demand coming with the data center
  • <00:46:56.960> base you've got access to the data base you've got access to the data base
  • 01:14:50.920> and then Compares um Compares that data and then Compares um Compares that data