Video & Transcript Research : 'predictive models'

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AZ

Arizona 2026 Regular Session

02/10/2026 - Senate Appropriations, Transportation and Technology

Appropriations, Transportation and Technology

Transcript Highlights:
  • IJ has put together a model bill.
  • IJ has put together a model bill based on some best practices from across the country.
  • So you don't have a problem with make, model, license plate, face.
  • He is used as a model, his own, I'm sorry, Prescott Valley, who's here today.
  • He is used as a model, his own, I'm sorry, Prescott Valley, who's here today.
TX

Texas 89th Regular

Health and Human Services Apr 8th, 2025

Health & Human Services

Transcript Highlights:
  • The cheapest model that I know of right now is about $7,000.
  • So in our situation, it's a freemium model.
  • In our model specifically, we offer more of that premium model similar to the TurboTax scenario.
  • There are changing business models as to how fees are collected.
  • There are changing business models as to how fees are collected.
Summary: The committee first took up several pending bills and reported them favorably: SB 968, SB 636 as substituted, SB 1137, and SB 1138 as substituted. Each was advanced by roll call vote, and the committee also recommended the approved bills for the local and uncontested calendar. The chair then moved to the posted agenda and heard SB 719, a mental health bed-capacity study bill by Senator Eckhart, with a committee substitute that refined the data collection to distinguish state and non-state beds, child and adult beds, include two point-in-time counts, and capture jail diversion data. Testimony on SB 719 was largely supportive from Integral Care, NAMI Texas, and the Children’s Hospital Association of Texas, all of whom said Texas needs better data on inpatient psychiatric capacity, workforce needs, and future demand. Several witnesses described long waits for beds, especially for forensic restoration, and argued the study would help target future investments. Senator Perry and others noted the state has already made major investments in new beds and urged the bill to account for beds already coming online; the committee ultimately withdrew the substitute and left SB 719 pending after public testimony closed. The committee then heard SB 1864, which would allow small egg producers to sell ungraded eggs more broadly, including to restaurants and retailers, with the substitute increasing the weekly sales threshold and addressing sanitation and labeling. Supporters said grading is about size, not safety, and that the bill would help small farms reach new markets; opponents from the Texas Poultry Federation argued grading and candling help identify cracks and defects that can affect safety and quality. The committee adopted the substitute and left the bill pending. It also heard SB 1467, requiring DSHS to share death record information with hospitals for record accuracy and quality review, and SB 912, which would modernize continuing education tracking for health licensing agencies; both bills drew supportive testimony and were left pending. Finally, the committee heard SB 2023, which would create an HHSC grant program to help counties pay for indigent burial costs, with county representatives testifying in support.
AZ

Arizona 2026 Regular Session

03/10/2026 - Senate Natural Resources

Natural Resources

Transcript Highlights:
  • It's treated that way in our AMA model.
  • So the water is considered as part of the model in the active management area as groundwater. Okay.
  • So the water is considered as part of the model in the active management area as groundwater. Okay.
  • So it has nothing to do with water counting groundwater models.
  • The changes are largely modeled after GADA and WIFA.
MN

Minnesota 2025-2026 Regular Session

Office of Inspector General delete-all amendment 2/19/26

Minnesota House Floor Meeting

Transcript Highlights:
  • Greedy for-profit corporations have created a business model of fraud and made public programs their
  • We're determined to dismantle the business model of fraud and take action to prevent, detect, investigate
  • DFL is proposing a robust anti-fraud package this session to address the root causes of the business model
  • constitutionally the governor must ultimately appoint the OIG, a bipartisan group of legislators modeled
  • constitutionally the governor must ultimately appoint the OIG, a bipartisan group of legislators modeled
Keywords: 1183, house
KY

Kentucky 2026 Regular Session

Senate Legislative Session Day 16 (1-29-26)

Kentucky Senate Floor Meeting

Transcript Highlights:
  • He was an intense competitor and modeled for me what it looked like to keep going in the midst of transplants
  • He was an intense competitor and modeled for me what it looked like to keep going in the midst of transplants
  • He was an intense<00:18:44.160> competitor<00:18:45.120> and<00:18:45.440> modeled
  • c><00:18:45.760> for<00:18:46.000> me intense competitor and modeled for me intense competitor
  • and modeled for me what<00:18:46.320> it<00:18:46.480> looked<00:18:46.720> like
Keywords: 958, all
Summary: The Senate convened with prayer and the Pledge of Allegiance, then established a quorum with 34 members present. The chamber approved the journal from January 28, received notice that the House had passed House Bills 56, 320, 366, and 389 and requested concurrence, and heard a report that second-reading bills were sent to the Rules Committee. Committee reports advanced several measures, including Senate Bills 1, 3, 48, 84, 102, and 122, which were ordered to first reading and placed on the calendar. The Senate also received new bills and resolutions, including measures on SNAP benefits, unemployment insurance, medical licensing, proxy advisory services, child protection, disabled veterans, public school construction, and a concurrent resolution encouraging nuclear workforce training at Kentucky universities. The Rules Committee posted Senate Bills 20, 34, and 68 for the next regular orders, and the Committee on Committees referred Senate Resolutions 60, 61, 63, 64, and 65 to the floor. Senate Floor Amendment 1 to Senate Bill 3 was introduced. Several honorary and memorial resolutions were adopted, including Senate Resolution 63 honoring Reverend George Clifton Currington, Sr., Senate Resolution 49 honoring Dr. Jacqueline Sugarman, and Senate Resolution 31 designating Suits and Sneakers Day to recognize cancer patients, survivors, and advocates. Senators spoke at length about cancer awareness, personal family experiences, and Kentucky’s efforts to improve screening and treatment access. Announcements were made about an oversight committee meeting after adjournment and a Kentucky State Police Professional Association breakfast the next morning. The Senate adjourned until 9:00 a.m. on Friday, January 30, 2026.
AR

Arkansas 2026 1st Special Session

ALC-HOSPITAL, MEDICAID, & DEVELOPMENTAL DISABILITIES STUDY SUBCOMMITTEE Jan 12th, 2026

ALC-HOSPITAL, MEDICAID, & DEVELOPMENTAL DISABILITIES STUDY SUBCOMMITTEE

Transcript Highlights:
  • Our goal now, and what we’ve done for the 2026 model, and you’ll see in the next week or two, is something
  • So our goal now in what we've done for the 2026 model, feedback on those plans.
  • So this is a logic model for how when you do have that integrated case management system at point one
  • And this is a logic model that, you know, should take advantage of not just WIOA but SNAP and TANF programs
  • But if you want to get to that level of economic modeling, the wage record still needs to be enhanced
Summary: The committee heard testimony from Nick Moore, Acting Assistant Secretary of the Office of Career and Technical Education, on efforts to better align workforce, education, and human services programs. Moore argued that WIOA, Perkins, and ESSA were designed to function as an integrated talent system, but that federal and state bureaucracy has kept them siloed. He said the Department of Labor and OCTAE are working on more integrated state plan guidance, including a 2026 plan modification timeline, combined Perkins/WIOA plans, and greater use of labor market information to align training with in-demand jobs and Workforce Pell. Moore emphasized reducing overhead, cross-training staff, using common intake and integrated case management, and focusing on the “shadow labor force” of people facing benefit cliffs, child care barriers, or other obstacles to work. He repeatedly urged states to use waivers and flexibility where possible, to consolidate or streamline local workforce structures, and to hold programs accountable through measures such as labor force participation, training-related employment, retention, and cost per successful outcome. Members asked about the balance between flexibility and accountability, the role of employers versus postsecondary institutions, rural “training deserts,” state waivers, and data systems such as Mississippi Spark and Arkansas Launch. Moore said states should use technology and integrated intake to co-enroll eligible participants in multiple programs and better match people to jobs. In response to questions, Moore said some federal rules cannot be waived, but many reporting and administrative requirements can be streamlined, and he encouraged Arkansas to propose ideas for waivers or state-level integration. He also discussed the need for enhanced wage records and state longitudinal data systems to improve workforce planning and economic development. After Moore’s presentation, DHS Secretary Janet Mann and Director Jay Hill gave a brief update on reimbursement rates, saying the department had compiled more than 100 public comments, recommended holding the current rate, and was awaiting executive review; they estimated the process could take 30 to 60 days. The committee then adjourned, noting a later audit presentation scheduled for the afternoon.
FL

Florida 2025 Regular Session

November 18, 2025 - 01:00 PM

Transcript Highlights:
  • Their staffing models are different.
  • So at a school, some of you have a model, assuming you go in the classroom, you work with the teacher
  • That's normally I know that as a push in model year. Is that something you work on?
  • And then I mention something else is called a push out model.
  • Also their teachers. >> Is there a cost for the Com Academy model?
NM

New Mexico 2025 Regular Session

IC - Mortgage Finance Authority Act Oversight Sep 2nd, 2025

Mortgage Finance Authority Act Oversight Committee

Transcript Highlights:
  • We worked with our partners, which is our business model, is working through partners to provide the
  • Answered that, thank you in all the models in all the plans.
  • The funding We have two different program models for our Homeowner Rehab Program.
  • The first model is our traditional program, where nonprofits, tribes, local Because these are federal
  • I just wanted to make sure that when we're talking about nonprofits and the direct service model.
CA
Transcript Highlights:
  • require annual updates to the Legislature relaying DWR's progress in implementing the new forecasting model
  • whole reason for this bill is So the whole reason for this bill is that back in Water Year 2021, the modeling
  • Accurate water data modeling and planning is critical for our communities and the agriculture industry
  • And so ensuring that the models are as accurate as possible and also in real time just provides that
  • So I think we can't go wrong with more attempts to address models based on climate change and then to
Summary: The committee heard and advanced several natural resources and water-related bills. SB 224 by Senator Hurtado would require the Department of Water Resources to implement audit recommendations, improve climate-informed water supply forecasting, and provide annual updates to the Legislature; supporters emphasized the need for better transparency and more accurate water planning, and the bill passed as amended to Appropriations. SB 556, also by Senator Hurtado, would fund floodplain restoration in the Tulare Basin to reduce flooding, recharge groundwater, and provide habitat and other community benefits; local officials and conservation groups supported it, some initial concerns about Proposition 4 were resolved, and the bill passed as amended. SB 630 by Senator Allen would streamline State Parks and other state real property acquisitions by raising review thresholds and reducing duplicative approvals; conservation groups and park advocates supported the measure, while some members raised oversight and fiscal concerns, and it passed as amended. SB 718 by Senator Allen would reduce hunting and fishing license costs for low-income Californians, framed as helping subsistence users and disabled veterans and seniors, and it passed as amended. The committee also approved SB 427 by Senator Blakespear, which extends the sunset of the Habitat Conservation Fund from 2030 to 2035. Supporters said the fund has protected more than 1.2 million acres, leverages other funding, and supports habitat, recreation, and climate resilience; members highlighted its importance for areas like the Salton Sea and the need to protect the funding stream from future sweeps. SB 586 by Senator Jones, an e-moto off-highway vehicle bill, was taken up with little discussion and passed as amended. SB 639 by Senator Ashby would extend the deadline for Sacramento-area flood protection projects in the Natomas Basin and Beach Lake subareas from 2025 to 2030 to allow completion of remaining work and avoid delays to infill housing; city, county, and flood agency representatives supported it, and it passed as amended. Throughout the hearing, witnesses and members repeatedly emphasized water reliability, flood protection, conservation funding, and reducing bureaucratic delays. Several bills drew broad support from local governments, water agencies, tribes, and conservation organizations, and multiple members requested to be added as coauthors. All of the measures discussed were reported out of committee, generally with amendments and with some items left open for add-on votes.
NM
Transcript Highlights:
  • So I would never set this school up as the model that every student in New Mexico should be going to
  • And then again, uh, to Colonel West's point, um, it is a very particular school model.
  • I think it's a model that could be great for a lot of students but not for every student, so not the
  • Is that, are you coming up with a new model? Uh, if, if I may, um, Mr.
  • Uh, policy research and fiscal modeling, um, you all know this, and I think the general public is, is
TX

Texas 89th Regular

Land & Resource Management Apr 17th, 2025 at 09:04 am

Land & Resource Management

Transcript Highlights:
  • bill aims to resolve the unintended consequences of the development standards legislation, a.k.a. the model
  • subchapter G to allow for the limited and common-sense local discretion to determine compliance with model
  • This bill would allow Cameron County limited discretion to determine whether a property meets those model
  • language, the outdated milestones, and unclear interaction between the Local Government Code and the model
  • We've seen meaningful progress because of the model... ...regulated developments, and in Cameron County
Summary: The committee heard testimony and took action on several land use, housing, municipal utility district, and cemetery-related bills. House Bill 447, dealing with transportation impact analysis requirements tied to MUD bond issuance, drew opposition from a witness who argued it would duplicate work, strain agency resources, and delay development; after the sponsor’s closing remarks, the committee substitute was withdrawn and the bill was left pending. Senate Bill 1202, on third-party review of home backup power installations, was substituted and reported favorably to the full House by a unanimous roll call. House Bill 2494, on disannexation for failure to provide municipal services, and House Bill 1835, removing barriers to HUD-code manufactured homes, were also substituted and reported favorably; HB 1835 passed on a 5-1 vote. Senate Bill 15, limiting lot size and density requirements in certain large municipalities, was substituted and reported favorably unanimously. The committee also heard House Bill 897, which would authorize the sale or long-term lease of two state-owned Austin properties used by the Texas State Library and Archives Commission and HHSC. The sponsor said the properties are in poor condition and that proceeds would benefit the state; after questions, the committee substitute was withdrawn and the bill was left pending. Several template MUD bills were then laid out, including HB 5652, HB 5654, HB 5661, and HB 5656, each creating or authorizing municipal utility districts in Montgomery or Fort Bend counties for water, wastewater, drainage, road, and recreational improvements. These bills drew limited testimony in support and were left pending without objection. A major portion of the meeting focused on House Bill 2673, which would repeal last session’s change allowing new cemeteries within certain distances of municipalities and restore the prior rule limiting cemetery placement near growing urban areas. The sponsor and supporters argued the 2023 change created unintended consequences, removed valuable taxable land from future use, and complicated city planning; opponents, including a funeral service industry representative, argued the current law gives communities local control and helps address cemetery land shortages. After extensive testimony, the bill was left pending. The committee also heard HB 4753, a bill allowing a property owner to use a municipal record showing a certificate of occupancy was issued when the original document is lost; it was left pending. Finally, HB 3680, a Cameron County-specific bill modifying subdivision/model rule procedures to reduce replatting burdens while preserving colonia protections, and HB 4812, clarifying that condominiums follow Chapter 82 of the Property Code rather than full subdivision platting, both received supportive testimony and were left pending.
MN

Minnesota 2025-2026 Regular Session

Health Committee Meeting - 2025-03-26

Health Finance and Policy

Transcript Highlights:
  • These same models closely resemble real eyes. These same models are used in optometry schools.
  • the birth center, we serve predominantly patients of color, and we are proud that our midwifery care model
  • However, owing to the midwifery model generally and the birth center model specifically, Roots is proud
  • We owe our success to the midwifery model of care, and we achieve these outcomes with a of 65% Medicaid
TX

Texas 89th 2nd C.S.

Insurance Mar 5th, 2025

Insurance

Transcript Highlights:
  • first board meeting of the year, and they hear an analysis from a vendor who has utilized 4 different models
  • So they utilize 4 industry standard models, and it's up to the board's discretion how they want to essentially
  • Calculate which models to use and what percentages, and they're not even restricted to those models,
  • but historically over the last several years they've used a combination of different models to go ahead
  • This year it was utilizing the lowest of the 4 for 50% of the calculation and the other two lowest models
WY

Wyoming 2026 Regular Session

Joint Appropriations Committee, June 23, 2026

Appropriations

Transcript Highlights:
  • So if in four different models that we have reviewed and models that we have reviewed and researched
  • And I think that the most fair provision of that is why we did look at those models.
  • Where today, and as you... ...at those models.
  • Um, and so, that is something certainly I would take into consideration, but looking at the models that
  • Folks, we got million-acre problems, and we need to quit following the federal model of prescribing a
Keywords: 916, all
CA

California 2025-2026 Regular Session

Assembly Human Services Committee Apr 23rd, 2026

Human Services

Transcript Highlights:
  • the current Children's Crisis Pilot Program to include additional CDSS-approved crisis residential models
  • The inability is not because counties and providers lack commitment, but because the current model is
  • AB 1579 ensures counties can fully utilize available funding and move forward with viable models and
  • Finally, the bill strengthens the funding model overall.
  • Food assistance programs is rooted in the preventive medicine model.
Keywords: 988, house, all
HI

Hawaii 2025 Regular Session

PBS Public Hearing - Wed Feb 5, 2025 @ 8:30 AM HST

Public Safety

Transcript Highlights:
  • <00:50:47.520> our women is a therapeutic Living Model our women is a therapeutic Living Model
  • is<00:50:49.559> like<00:50:49.720> a program model so it is like a program model
  • <00:52:07.319> I would see we're a complex paent model I would see we're a complex paent model
  • Our coalition has attended sequential intercept model trainings across the state.
  • <02:08:25.400> to<02:08:25.760> a from a punitive model to a from a punitive model
Keywords: 910, house, all
Summary: The Public Safety Committee held a hearing on House Bill 433, which would appropriate $4 million for Department of Corrections and Rehabilitation re-entry services to connect offenders with community-based services. Director Tommy Johnson said the department supports the bill’s intent but noted the governor’s executive budget already includes $4 million for the same purpose and asked that the measure defer to that budget. Supporters, including the Hawaii Correctional System Oversight Commission, Community Alliance on Prisons, and the ACLU, backed the funding but urged that it be tied to a clear re-entry plan, performance measures, transparency, and regular reporting to the legislature. They emphasized that re-entry should begin at intake and involve community partnerships, housing, treatment, employment, and family reunification services. Committee members questioned the department about current re-entry services, pre-trial detainees, and how the new funds would be used. Johnson said the department’s current statewide re-entry budget is about $1.5 million to $1.7 million, separate from the larger Corrections Program Services Division budget for in-facility programs. He described the proposed $4 million as supporting a mix of services, including a pilot apprenticeship program, substance abuse treatment, navigator or warm-handoff services, and short-term transitional housing. He also said the department already tracks performance outcomes in its annual report and can provide a matrix showing the intake-to-discharge process, program contracts, and volunteer organizations. The discussion also covered pre-trial detainees, electronic monitoring, and mental health services. Johnson said the department has limited jurisdiction over pre-trial detainees but works with courts to seek supervised release when possible; he noted that many requests are denied, though electronic monitoring has improved release rates somewhat. On mental health, he said the jail is not an ideal therapeutic setting for people found unfit to proceed and suggested a secure community-based step-down facility run by the Department of Health for those needing care above what the jail can provide but below forensic-level treatment. No vote or final action on the bill was taken during the hearing.
MN

Minnesota 2025-2026 Regular Session

House Environment and Natural Resources Finance and Policy Committee 3/5/26

Environment and Natural Resources Finance and Policy

Transcript Highlights:
  • there in terms of two similar model there in terms of two different<00:23:20.799> rounds<00:23
  • and the default model for grants across the state, that is absolutely true.
  • <00:35:56.720> here the expedited and standard models here the expedited and standard models
  • Uh, as someone who sits on the model.
  • I am like Representative Jacob in that the reimbursement model appears to be a stronger threshold for
Keywords: 1183, house
Summary: The committee approved the March 3 minutes and then heard a presentation from the Office of the Legislative Auditor on state grant-management requirements. Deputy Legislative Auditor Katherine Tyson outlined the main controls agencies must follow, including pre-award risk assessments for grants of $50,000 or more, reimbursement as the preferred payment method, limits and documentation requirements for advance payments, and monitoring obligations for active grants. She emphasized that these controls are intended to reduce improper payments and fraud, but also require staff time and strong internal systems. In response to questions, she said advance payments are used in some grants but reimbursement is more common, and noted that agencies can add controls such as retaining a portion of funds, surprise visits, or audits. She also said surety bonds are required in some state programs, but not generally for grants, and that this could be a policy discussion for the executive branch. The committee then received a Department of Natural Resources presentation on the new Environment and Natural Resources Trust Fund community grant program created in 2023 law. DNR officials said the program is intended to expand access to ENRTF funding, especially for communities affected by pollution and environmental degradation, and to support projects such as environmental education, resource restoration, trail work, and aquatic invasive species management. They said the department will use the same grants team that handles Outdoor Heritage Fund and LCCMR grants, which already manages a large volume of grants, and that the advisory council application is open through April 10. DNR described its implementation plan as similar to the Conservation Partners Legacy program, with both standard and expedited grant rounds, technical assistance, and use of technical experts. Differences include no match requirement, allowance for fiscal agents to help smaller organizations, and more flexibility for administrative expenses to reduce barriers to participation. Officials said the program will follow state grant rules, including pre-award financial reviews and monitoring, and will use the 5 percent administrative allowance to support both oversight and grantee assistance. They also said the report’s suggestion of advance payments for grants under $50,000 was raised for discussion, but they did not dispute the auditor’s emphasis that reimbursement is the preferred approach.
KY
Transcript Highlights:
  • Tennessee has a user-friendly model that businesses like using.
  • Also, Jefferson County's model has been mentioned at length.
  • So, I think it's interesting that we keep hearing it as a model.
  • model has been mentioned mentioned mentioned at<01:52:15.520> length.
  • I mean, it does exist, but it is model.
Summary: The committee met with a quorum, approved the August 26 minutes, and then took up a discussion of county jail funding. KACO representatives and county officials said jail operations are an ongoing strain for counties because they must pay for inmate care, facilities, and mandated standards, while many counties also rely on jail revenue to offset costs. They described Kentucky’s jail system, including 77 jails, 43 closed counties without jails, and the mix of county, state, federal, and controlled-intake inmates. KACO emphasized that counties remain financially responsible for inmates even when they must contract with other jails, often at costs above the state’s per diem rate, and said it is developing a broader proposal to present later. The testimony focused on rising expenses and shrinking revenue. KACO said counties spent about $374 million on jail operations in FY24, up 24% from FY19, and about $41 million on jail medical costs, up 40%. General fund support for jails was said to total $147 million in FY24, more than double pre-COVID levels. Speakers also noted that state inmate populations in county jails have fallen from about 11,500 in 2019 to 7,212 in 2025, while federal inmates have increased because they are more lucrative for counties. The state jail per diem of $35.34 was described as insufficient to cover actual costs, especially medical care. County judges from Webster, Knox, and Hardin counties gave examples of local budget pressure. Webster County said it now houses 114 state prisoners, 47 county prisoners, and 24 out-of-county prisoners, and that it transferred $512,000 from its general fund to the jail last year, about $77 per taxpayer. Knox County said its jail budget has grown from an initial $2.8 million projection to $5.7 million, with $3 million coming from occupational tax revenue. Hardin County said its jail has an approximate $11 million expense budget against $5 million in revenue, creating a $6 million deficit, driven by higher payroll, medical, and insurance costs and a 29% drop in state prisoner revenue. The judge said the county has responded with property tax increases and an expanded occupational tax district, but still uses reserves to cover other county services. A Grant County magistrate then began speaking from the perspective of magistrates and commissioners, describing her background working at a local jail before serving in county government. The discussion remained centered on the fiscal burden of jails and the need for counties and the legislature to work together on a long-term solution.
MN

Minnesota 2025 1st Special Session

House Education Finance Committee 3/11/25

Education Finance

Transcript Highlights:
  • I've carried a bill for three years now to try to improve it because it's stuck on old models.
  • They use a model to guess how many additional operating referendum amounts will be approved in each of
  • The items here are linked, and those that are in the general education modeling, compensatory, by the
  • The items here are linked, and those that are in the general education modeling, compensatory, by the
  • Then there's a few things that are what we call off-model that don't show up on the printouts.
Keywords: 1183, house