Video & Transcript Research : 'data reliability'

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AZ

Arizona 2026 Regular Session

02/09/2026 - Arizona Off-Highway Vehicle Study Committee

Arizona Off-Highway Vehicle Study Committee

Transcript Highlights:
  • The next slide is the interesting data, because part of the grants we’re asking for is: what did you
  • And here it is: this is data collected between January 2025 to January 2026, so year over year this is
  • So I thought that would be interesting data. So I thought that would be interesting data.
  • The question is: how do you share data?
  • So it's creature comforts, it's safety and reliability, or sorry, reliability, and it's safety.
Keywords: 1182, all
LA

Louisiana 2026 Regular Session

Education Apr 28th, 2026

Education

Transcript Highlights:
  • the importance of Senate Bill 399, which is why we have heavily invested in both data security and data
  • And third, streamlining of data sharing.
  • Number five is an additional protection of data, prohibiting the sale of data to any third party.
  • privacy, data protection.
  • It will enable Louisiana to use the data to answer fundamental questions. Data.
US
Transcript Highlights:
  • that we actually need to make sure that they're younger, that they're faster and that they're more reliable
  • The reliability of them sometimes are in question because of that.
  • My main concern is making sure that I have a young, reliable ship to keep the workforce. Thank you.
  • contractors slip restrictions into their contracts that deny them access. the military, the technical data
  • The G.A.O. recommended that ICE should systematically collect and maintain electronic data on its encounters
Summary: During this meeting, the committee hosted an extensive discussion on the operations and logistical challenges facing the U.S. Transportation Command (Transcom). General Reid provided testimony on key areas including the importance of maintaining robust logistical capabilities in contested environments, particularly in relation to geopolitical threats posed by adversarial nations. Various members emphasized the necessity for modernization of the air refueling fleet, addressing issues such as the readiness of the KC-135 and the procurement of the next-generation KC-46 aircraft, which has experienced delays and technical challenges. The dialogue further extended to the strategic importance of U.S. ports and transportation infrastructure, especially in regions like Alaska which play a crucial role in military logistics and power projection.
CA

California 2025-2026 Regular Session

Assembly Budget Committee Jun 29th, 2026

Budget

Transcript Highlights:
  • The trailer bill that you're referring to is very generalized so that it collects data.
  • So the purpose is for the Chancellor's Office to collect data.
  • The purpose is for the Chancellor's Office to collect data.
  • Rather, it's a very general, holistic approach to collecting data for as a...
  • It will depend on the data that will be collected over a period of time. Okay.
Keywords: 988, house, all
CA

California 2025-2026 Regular Session

Assembly Emergency Management Committee Apr 23rd, 2026

Emergency Management

Transcript Highlights:
  • More than two decades of evidence-based data shows that this comes at a cost to the workers doing the
  • And now that we have the evidence, data, and disasters, and we know that in California disasters and
  • We spent decades in a lifetime telling Americans and children's that is a reliable place for them to
  • My goal is simple: to make sure Next Gen 911 is reliable, accountable, and completed without further
  • We lack comprehensive data on the state of home hardening in California.
Keywords: 988, house, all
TX
Transcript Highlights:
  • This bill gives express statutory authority for OPUC to request and receive market data from the PUC,
  • I just think they need to have a little bit more data, and I think this is a good bill.
  • By establishing a dedicated team with access to data, OPUC would gain the capacity to conduct a number
  • Currently, OPUC has access to publicly available data, just like anyone else, and that is what we rely
  • Utility customers require safe and reliable utility service, which is not possible without investment
Summary: The Senate Business and Commerce Committee met with a quorum and first took up pending business, voting out several bills. Senate Bills 1697, 1569, 1202 as substituted, 1029, 1364, 1185, 924, 1008 as substituted, 264, 1376, and 1358 as substituted were reported favorably, with some sent to the local and uncontested calendar. The committee also adopted a substitute for SB 1202 and later corrected votes on several measures. SB 924 and SB 1376 drew some opposition, while the rest of the pending bills were reported without dissent or with limited nays. The committee then heard testimony on SB 1856, which would create an annual capacity-cost recovery rider for Entergy Texas customers in the MISO region. The author and Entergy argued the bill would better match rates to actual capacity costs and improve transparency, while the Texas Association of Manufacturers and the Public Utility Commission raised concerns about the short 10-day review period, rider proliferation, and the preference for full rate cases over piecemeal adjustments. The bill was left pending. The committee also heard and left pending SB 522 on CPA reciprocity, SB 1664 requiring TDUs to provide clearer, standalone rate-change disclosures, SB 1877 expanding OPUC’s access to market data, SB 1254 and SB 1255 as TDLR cleanup bills on professional employer organizations and mold assessors, SB 1341 updating manufactured housing rules, SB 1239 on sovereign debt and Texas governing law, and SB 1259 streamlining the surveyor-in-training licensing process. Additional bills discussed included SB 1977, which would cap recoverable legal expenses in electric, water, and sewer rate cases; OPUC and some consumer advocates supported the idea as a way to reduce ratepayer costs, while utility representatives warned it could discourage participation and increase rate shock. The committee also heard SB 1762 clarifying that geothermal energy conservation wells are not battery resources, and SB 783 allowing SECO to proceed with future energy-code rulemaking for state-funded buildings. Both drew supportive testimony from industry and environmental groups. All remaining bills heard during the meeting were left pending, and the committee recessed subject to the call of the chair.
LA

Louisiana 2026 Regular Session

Education May 7th, 2026

Education

Transcript Highlights:
  • We don't know because we don't collect any data.
  • And what this would do would be to collect the data on our early childhood folks, and then when they
  • And as Representative Freiberg has so eloquently said already, our mission is to provide reliable data
  • Our mission is to provide reliable data and research to guide decisions being made on behalf of Louisiana's
  • However, many of these studies do not utilize Louisiana-specific data.
Summary: The committee met with a large docket and adopted the April 29 minutes. Several bills were heard and advanced, mostly on education, workforce, literacy, early childhood, charter schools, and student mental health. Testimony was generally supportive, with many witnesses waiving in favor; a few bills drew questions about implementation, student awareness, and whether proposals were sufficiently broad or specific. House Bill 406, requiring the Department of Education to study the direction and regulation of interscholastic high school athletics and report back by March 1, 2027, was reported favorably after testimony from a retired principal who urged an open-minded study and discussion from the bill author about compliance and the bill’s purpose. House Bill 380, creating a pilot program between community and technical colleges and local school systems to expand awareness of CDL, entry-level driver training, and related programs, was also reported favorably. House Bill 807, creating a workforce and structure capacity investment program and fund to help industry partner with colleges to train instructors, was reported favorably after support from higher education and industry witnesses; senators raised interest in adding a stronger health care component and in reaching students earlier, but the author said he would work on amendments. The committee also advanced House Bill 316 on adolescent literacy and high-dose tutoring, with amendments clarifying teacher training timing, existing statutory bans on outdated literacy practices, and charter school participation; House Bill 1146, consolidating early childhood governance into a commission; House Bill 28, creating an appeal path for denied teacher certification applicants through BESE; and House Bill 992, assigning early childhood education identification numbers to support data collection on outcomes. House Concurrent Resolution 26, urging BESE to add the science of human growth and development to science and health standards and provide approved instructional resources, was amended and reported favorably. House Bill 386, allowing local districts to let locally authorized charter schools operate as their own LEA under district rules, was amended and reported favorably. House Bill 392, expanding suicide prevention information requirements on school websites, ID cards, handbooks, and signage, was reported favorably as well.
MN

Minnesota 2025-2026 Regular Session

House Children and Families Finance and Policy Committee 3/11/25

Children and Families Finance and Policy

Transcript Highlights:
  • Of course, we know if it doesn't work for the case workers, our data is going to be not as accurate as
  • Of course, we know if it doesn't work for the case workers, our data is going to be not as accurate as
  • Of course, we know if it doesn't work for the case workers, our data is going to be not as accurate as
  • The commissioner has to request the data, and that data would be transmitted electronically via email
  • data and that data has to request the data and that data would<00:48:44.800> be<00:48:44.960><
Bills: HF1169, HF1916
FL

Florida 2026 Regular Session

FL House Floor Session - 2026-05-29 (9:00AM Session)

Florida House Floor Meeting

Transcript Highlights:
  • Chair Hooper, Section 78 of the implementing bill talks about the collection of immigration data.
  • system to communicate with federal data systems.
  • It has to do with fact checkers or media reliability and bias monitors.
  • The term media reliability and bias monitor means any contractor whose primary principal function is
  • ...media reliability and bias monitors. But why do we have to ban them in our budget? Sure, Hooper.
Keywords: 998, house, all
MN

Minnesota 2025 1st Special Session

House Energy Finance and Policy Committee 3/11/25

Energy Finance and Policy

Transcript Highlights:
  • to get at some of the core principles that this committee looks for, which is affordability and reliability
  • and reliability for energy um<00:01:32.920> so<00:01:33.119> the<00:01:33.200> bill
  • To go into their schools, you need to have affordable and reliable power, and sometimes that's going
  • To go into their schools, you need to have affordable and reliable power, and sometimes that's going
  • the benefits will be cheaper reliable the benefits will be cheaper reliable more<00:32:02.159>
Keywords: 1183, house
TX
Transcript Highlights:
  • As such, Texas has been forced to enact measures to promote more reliable and dispatchable energy sources
  • Their growth, especially over the past two years, has increased grid reliability and affordability.
  • I just want to add a couple of data points to that.
  • It's also important that we are in this position of trying to subsidize reliability and dispatchable
  • Really, for us to move faster and more efficiently, data is key.
MN

Minnesota 2025-2026 Regular Session

House Health Finance and Policy Committee 3/4/26

Health Finance and Policy

Transcript Highlights:
  • And states are now newly required to collect enrollee addresses using reliable data sources, and also
  • collect enrolly addresses using reliable collect enrolly addresses using reliable data<00:07:44.479
  • <00:08:11.910> [cough] to collect that data. [cough] to collect that data.
  • KFF also has a state-specific breakdown of this data in states where they have verifiable data.
  • And there was some data sharing.
Bills: HF3439, HF3763
Summary: The House Health Finance and Policy Committee met on March 4, 2026, approved the minutes from its February 25 and March 2 meetings, and then heard a presentation from Katherine Castanza of the National Conference of State Legislatures on Medicaid eligibility changes in the federal One Big Beautiful Bill Act (HR1/OB3). The presentation focused on provisions affecting Medicaid expansion adults ages 19 to 64, including new work and community engagement requirements, changes to retroactive eligibility, quarterly death master file checks, address verification requirements, six-month redeterminations for expansion enrollees, and new limits on some lawful permanent residents and other immigrant groups. Castanza also discussed state implementation issues, including the need for new data-sharing systems, system modernization, outreach, and options for helping people transition to other coverage if they lose eligibility. She said the work and community engagement rules take effect January 1, 2027, with states given flexibility on look-back periods, consecutive versus nonconsecutive months, and optional hardship exemptions, and noted that CMS guidance is not expected until June 2026. She also described federal support for implementation, including $200 million in grants and a 90% federal match for eligibility system work, while warning that the fast timeline could lead to coverage losses, churn, and challenges for special populations such as caregivers, people with behavioral health conditions, incarcerated individuals, and rural residents. She further explained that an erroneous payment provision could expose states to federal recoupment later if eligibility errors increase. During member questions, Representative Beerman asked about the overall size of the Medicaid cuts and the cumulative national impact; Castanza said estimates vary by state and cited KFF analysis suggesting states could lose 4% to 19% of federal Medicaid revenue, with a newer RAND analysis recently released. Beerman also asked about the history and effectiveness of state work requirements, but that discussion was not completed in the excerpt. Representative Elkins noted the presentation was not initially posted on the committee website, and the chair said it had since been posted.
HI

Hawaii 2025 Regular Session

HHS Informational Briefing 01-07-2025

Hawaii Senate Floor Meeting

Transcript Highlights:
  • Manner and there's three minimum data Manner and there's three minimum data sets<00:02:22.599>
  • I'll go back to this: these data factors are then we look at, we use census data and American Community
  • are then we look at we use census data are then we look at we use census data and<00:05:36.400><
  • data.
  • data.
Keywords: 912, senate, all
Summary: The Committee on Health and Human Services held an informational briefing on Kupuna Care funding, distribution, utilization, and the status of program rules. The Office of Aging explained that state Kupuna Care funds are distributed using the same federally approved interstate funding formula used for Older Americans Act funds, with eight weighted factors tailored to Hawaii’s conditions: older adults, greatest economic need, low-income minority status, disability, language barriers, geographic isolation, inverse population density, and older adults living alone in poverty. The department said the formula is based on census and American Community Survey data, with current county shares listed as Kauai 7.45%, Honolulu 69.61%, Maui 11.7%, and Hawaii County 17.88%. Officials said the formula is being reviewed with current data and will need federal approval and then public hearing before final adoption. Members questioned how the program works in practice, noting that the statute and eligibility language can sound like direct individual benefits even though services are delivered through area agencies on aging, ADRCs, and contracted providers such as meal and adult day care programs. The Office of Aging said ADRCs determine eligibility and then refer clients to authorized providers, who must meet service standards in their contracts. The chair pressed repeatedly for long-delayed rules, saying the Legislature had expected them years earlier and that clear rules are needed to ensure funds are spent properly and to avoid conflicts of interest. The department acknowledged the delay, said draft rules were written in 2023 after earlier commitments to finish sooner, and said it paused while federal Older Americans Act rules were being updated; it now expects to send the rules to the Deputy Attorney General, then out for public hearing, with a goal of completion in 2025. The department also reported utilization data for the last two fiscal years. In 2023, it expended about 93% of its allocation and served 5,473 older adults at an average annual cost of $1,358; in 2024, it expended about 97% and served 5,520 older adults, with the average cost down by about $200, which officials said may indicate fewer services per person. Eligibility was described as age 60 or older, U.S. citizen or qualified alien, with cognitive impairment or disability and functional deficits, and the statewide profile showed many participants were homebound, living alone, or below poverty. The most-used services were transportation, case management, and home-delivered meals. The chair also asked about the former Kupuna caregiver program; officials said the programs are now combined under Kupuna Care, with most funding going to adult day care to provide respite for working caregivers. County representatives then described local conditions, especially on Hawaii Island. Hawaii County officials said the county covers about 5,000 square miles, has about 208,000 residents, and roughly 24% are age 65 or older. They identified three main challenges: staffing shortages and retention problems among providers, shortages within the county department itself, and the loss of adult day care capacity, with only one center remaining on the island and none on the west side. They said these constraints limit service delivery even as demand grows. At the same time, they highlighted successes such as serving people in the community before they need higher levels of care, providing caregiver counseling and training through adult day care, serving 467 individuals locally, and ensuring the Resource Center answers calls from caregivers seeking help.
CA
Transcript Highlights:
  • data request.
  • And that's all a data request functionally is: just information.
  • data request.
  • And that's all a data request functionally is, just information. So for the just information.
  • We do receive quite a lot of pushback to our data requests from utilities regulated by the CPUC.
Summary: The Assembly Committee on Utilities and Energy heard several bills focused on utility affordability, transparency, clean energy, and consumer access. SB 327 would bar investor-owned utilities from using ratepayer funds to oppose municipal utility formation and would clarify the Public Advocates Office’s authority to inspect utility books; supporters framed it as a ratepayer protection and accountability measure, while utilities and industry groups raised concerns about municipalization language and data-request procedures. After discussion about the scope of the bill and existing guardrails from prior legislation, the committee voted SB 327 out on a due pass as amended basis to Appropriations, with the roll left open and later updated to 12-2. SB 1350, a hydrogen bill, would allow renewable portfolio standard credit for power plants using green hydrogen in turbines. The author and supporters said it would help California meet clean energy goals, support the Lancaster hydrogen project, and create jobs, while opponents, especially environmental groups, warned about NOx emissions, the risk of paper transactions, and the need for stronger safeguards on feedstocks and delivery. Members discussed amendments already taken and the need for continued work on environmental protections; the committee passed the bill 14-0 to Natural Resources. SB 868 would create a framework for plug-in or balcony solar devices for renters and others without rooftop solar, with safety standards and a cap on system size. Supporters said it would lower bills and expand access to solar, while utilities and some others raised safety and backfeed concerns and asked for more review through existing interconnection processes. The author and witnesses said the devices are small, non-exporting, and covered by safety certifications; the committee approved the bill 17-0, later updated to 18-0, and sent it to Appropriations. SB 1233 would require additional disclosure about utility cash on hand, capital structure, and related information in existing reports to help inform rates and affordability. Utilities opposed the measure as duplicative of existing proceedings and potentially delay-inducing, while supporters said it would improve transparency for ratepayers. The committee passed SB 1233 10-3 to Appropriations. The committee also dispensed with the consent calendar, passing the remaining consent items, including SB 925, SB 667, SB 952, SB 742, SB 929, SB 943, and SB 1138, and noted that SB 905 had been pulled from the agenda.
AR

Arkansas 2026 Regular Session

REVENUE & TAX - SENATE May 4th, 2026

REVENUE & TAX - SENATE

Transcript Highlights:
  • These programs reflect our shared commitment to care for one another, and they require consistent, reliable
  • education, expand access to housing and support services, ensure robust health care systems, and provide reliable
  • education, expand access to housing and support services, ensure robust health care systems, and provide reliable
  • Available data indicates that 80% of that spending, or $300 million, will go to families whose children
Keywords: 1204, all
MN

Minnesota 2025-2026 Regular Session

Committee on Judiciary and Public Safety - Part 2 - 04/17/26

Judiciary and Public Safety

Transcript Highlights:
  • Practices Act, retain those records Data Practices Act, retain those records and<00:14:48.640> data
  • The the be marked as restricted data.
  • that data. that data. >> Uh,<01:21:07.160> Mr.
  • comply and also to be protecting data comply and also to be protecting data that's<01:28:42.320>
  • and reliable funding source.
Keywords: 1187, senate, all