Video & Transcript Research : 'predictive models'
Page 209 of 465
FL
Florida 2025 Regular Session
January 15, 2025 - 09:00 AM
Transcript Highlights:
- So in my eyes, Catchlight Crossing stands as a model for the future of attainable living.
- You've provided a model for Florida. ...throughout the country.
- You provided a model for Florida, but I think also a model for the entire nation, and we're so appreciative
- And also, I'd like to thank Sam one time real quick for allowing Habitat to change some of its models
- So I like the partnerships model. Of course, that was my answer.
Summary:
The committee met to hear a panel on workforce and attainable housing, with presentations from Florida Housing Finance Corporation, Pensacola Habitat for Humanity, Wendover Housing Partners, the City of Tallahassee, and Escambia County. Speakers described how state and local tools such as SHIP, the Live Local Act, land trusts, accessory dwelling units, infill development, and public-private partnerships are being used to expand housing supply and preserve long-term affordability. Several panelists emphasized that housing demand is rising across income levels, that workforce households often need subsidy to buy or rent, and that housing location, transportation access, and proximity to jobs and services are critical. They also highlighted challenges including rising construction costs, limited land, insurance, NIMBY opposition, and the need for more flexible financing tools and employer participation.
Members asked about area median income thresholds, whether current programs are reaching the households most in need, and what additional tools might help. Florida Housing said its traditional rental programs generally serve households at or below 60% AMI, while need is increasingly reaching up to 80% AMI statewide and higher in some regions; staff also provided examples of AMI levels by county. Other discussion focused on the impact of local government opt-outs, tax abatements, corporate ownership of single-family homes, insurance costs, Fortified construction standards, and whether bonuses or other income calculations can unintentionally disqualify applicants. Panelists urged more political will, more local flexibility, and additional incentives for employers and landowners to support housing near jobs.
The committee also used an anonymous interactive polling exercise, and members identified partnerships, SHIP funding, local government action, cost, and insurance as key issues. In closing, the chair said the committee would continue a member-driven process and likely hold a workshop on housing-related topics. No formal votes or bills were taken up in the meeting, and the session adjourned after the discussion.
MN
Minnesota 2025-2026 Regular Session
Committee on State and Local Government - 01/23/25
State and Local Government
Transcript Highlights:
- It is scraping all of our writings to train its language models.
- own implementation of language models own implementation of language models and<00:53:19.040>
- The next one, with the hybrid model... With the hybrid model, performance...
- In national jargon, we call this a central panel model.
- Judge Starr, because we do that here without a central panel model, I don't know. I'm so sorry.
WY
Wyoming 2026 Regular Session
Senate Labor, Health & Social Services, February 13, 2026
Labor, Health & Social Services
Transcript Highlights:
- Um, so what I would know we used a state’s model.
- Um, so what I would know we used a state’s model.
- Um, so what I would know we used a state’s model.
- Um, so what I would know we used a state’s model.
- I'd have to go we used a state's model.
NH
New Hampshire 2025 Regular Session
House Finance Division III (03/12/2025)
Transcript Highlights:
- We also modeled spending on Humira, which only recently had a biosimilar launch.
- We also modeled spending on Humira, which only recently had a biosimilar launch.
- We also modeled spending on Humira, which only recently had a biosimilar launch.
- as a benchmark um we also modeled as a benchmark um we also modeled spending<00:32:53.200>
on - <00:49:42.480>
the can do that no we we were modeling the can do that no we we were modeling
Summary:
The working session focused on the New Hampshire Prescription Drug Affordability Board’s budget request and its recent work. Early discussion centered on a technical question about a statutory dedicated fund for donations: members asked why the budget did not show a line item for accepting donations, and DHHS CFO Nathan White explained that the statute already authorizes the fund, but because no revenue has been received yet, it does not appear in the budget. He said any future donations would go through the normal process under RSA 14:30-a, with fiscal committee and Governor and Council approval and a memo to the Department of Revenue Administration. The chair clarified that the account was not a prerequisite to soliciting donations, and White said the fund would supplement, not replace, General Fund support.
Kirk Williamson, the board’s executive director, then presented the board’s mission and budget. He said the governor’s budget provides about $256,500 in the first year and slightly more in the second, all General Funds, and that the board had distributed a technical amendment to continue the executive director position. He described the board’s role as analyzing prescription drug costs, identifying savings opportunities, monitoring market trends, promoting transparency, and making recommendations to the legislature and public payers. He also emphasized that the board operates publicly, with live-streamed meetings and a stakeholder advisory council that includes unions, state agencies, Medicaid, corrections, higher education, and other stakeholders.
A major topic was the board’s estimate of $6 million in potential savings, based on Medicare’s newly negotiated prices for 10 drugs. Williamson explained that the board used those federal negotiated prices as a benchmark to estimate what New Hampshire public payers might be missing by not having similar leverage, and said the board is trying to build evidence for future recommendations rather than directly setting prices. Members asked how those potential savings could become actual savings, and Williamson said the board is sharing findings through its advisory council and feedback loops, though it has not yet sent a formal recommendation letter to specific purchasers. He also discussed the difference between pharmacy-benefit spending, which relies heavily on PBM-negotiated rebates, and medical-benefit spending, which is administered differently and is being added to the board’s next report.
Williamson highlighted other work, including a model on Humira and a pending legislative effort to improve biosimilar competition, plus a proposed state-backed pharmacy savings card that would be no cost to the state and could save users about $240 per prescription based on Connecticut’s experience. No votes were taken during the session.
MN
Minnesota 2025 1st Special Session
House Housing Finance and Policy Committee 2/19/25
Housing Finance and Policy
Transcript Highlights:
- The credit is modeled in many ways after that historic structural rehabilitation credit, which is also
- /c><00:09:29.440>
the <00:09:29.600>credit <00:09:29.880>is <00:09:30.040>modeled - qualifying project the credit is modeled qualifying project the credit is modeled in<00:09:30.519
- This bill and the ability to seed this fund for AEOA creates a really great model that isn't just for
- Exciting model, you know, in particular using the revolving loan model just allows us to multiply the
CA
California 2025-2026 Regular Session
Assembly Emergency Management Committee Jun 15th, 2026
Emergency Management
Transcript Highlights:
- Madam Chair, if I may, can you make a clarification between hobby rocketry and model rockets?
- Within hobby rocketry, I would include both model rocketry, which has its own statutory definition.
- There is also high-power rocketry, which is an outgrowth ...of model rocketry, same kit-based rockets
- Model rocketry has its own regulatory regime under state law.
- Model rockets, oh, I think I have it the other way around. Is that right? Yes.
CA
California 2025-2026 Regular Session
Assembly Transportation Committee Mar 24th, 2025
Transcript Highlights:
- So we're kind of modeling this as currently counties and county road folks and road commissioners.
- So we're kind of modeled this as currently counties and county road folks and road commissioners.
- Report, which ultimately was the seminal work that shifted the firefighting world from a reactive model
- of putting fires out to a prevention-first model.
- Lastly, this response-time metric requires complex and expensive transportation network modeling and
Summary:
The Assembly Transportation Committee met and began without a quorum, first hearing AB 612 by Assembly Member Rogers and later AB 435 by Assembly Member Wilson. AB 612 would direct Caltrans to update the highway design manual so local jurisdictions consult with fire departments on major road improvements. Supporters, including the California Professional Firefighters and labor representatives, said the bill would improve emergency response and prevent road designs from hindering fire apparatus. County representatives said they were not opposed but wanted the bill narrowed to avoid mandatory consultation on minor maintenance projects or in areas without a local fire district. Several members praised the bill as common-sense safety legislation, and it was moved forward to Appropriations.
The committee then adopted its rules and approved a seven-bill consent calendar. AB 435 would update California child passenger safety law to require children under 10 to be properly restrained in the back seat, require children ages 10 to 13 to remain in the back seat unless they pass the five-step seat belt fit test, and require the five-step test before a child may ride in the front seat. The author and supporters, including Safe Kids Greater Sacramento, Safety Belt Safe USA, AAA, the Automobile Club, and hospitals, argued the bill would align state law with national best practices and improve child safety. Committee members raised concerns about enforceability, implementation timing, pickup trucks, large families, and low-speed vehicles, and the author said he was open to amendments and additional data, including California-specific information.
AB 435 was advanced to the Committee on Appropriations after discussion. AB 612 also received a due pass recommendation to Appropriations. The committee held rolls open to allow additional members to add on, then later confirmed the votes and adjourned.
MN
Minnesota 2025 1st Special Session
House/Senate DFL Press Conference 3/18/25
Transcript Highlights:
- home communities have become prime real estate for private equity investors whose primary business model
- home communities have become prime real estate for private equity investors whose primary business model
- Their business model is simple: buy up manufactured home parks, senior care facilities, specialty clinics
- Their business model is simple: buy up manufactured home parks, senior care facilities, specialty clinics
- She said the private equity model leaves residents suffering to survive.
MN
Transcript Highlights:
- When you you start model, right?
- c> in therapeutic teaching model in therapeutic teaching model in collaboration<00:51:47.599>
- model as well as safe schools revenue. model as well as safe schools revenue.
- We should be done with that model.
- We should be done with that model.
Keywords:
education finance, safe schools revenue, school safety, charter schools, funding, safe schools, school security, school levy, pupil units, safe schools aid, cooperative units, intermediate school district, school resource officer, peace officer liaison, sheriff liaison, drug abuse prevention, gang resistance education, violence prevention, suicide prevention, mental health services
Summary:
The committee first adopted the March 3rd minutes by voice vote after Representative Lee moved them and there was no discussion. Members then reviewed hearing rules on decorum, safety, and participation before taking testimony from Dr. James Densley and Dr. Jillian Peterson of the Violence Prevention Project Research Center at Hamline University.
The presenters summarized research on mass shootings and K-12 school shootings, drawing on a database of homicides in school settings from 2000 to 2025 and a smaller set of 15 K-12 mass shooting cases. They said school shooters are usually insiders, most often current or former students, and typically young males. They described common patterns including a noticeable crisis before attacks, perpetrators viewing the shooting as a final act, studying prior shooters online, and “leakage” in which most tell someone in advance. They also emphasized that many perpetrators use unsecured firearms from family members and argued that prevention should combine reporting systems, behavioral threat assessment, counseling, mentoring, secure storage, and other layered interventions rather than rely on a single solution.
The presenters also discussed broader violence trends in the Twin Cities, saying much school violence is spillover from community violence and that pandemic-era disruptions and weakened trust in institutions contributed to serious violence. They cited a national survey finding that exposure to gun violence is associated with PTSD, anxiety, depression, and fear of public spaces, especially among young people. During member questions, Representative Wam asked for clarification on the data set and the rural/small-town share of the survey sample.
HI
Transcript Highlights:
- We don't have rights after it depends on the model and the publisher.
- If it's another model, you have it for one year.
- for um digital created a whole new model for um digital books<00:58:11.839>
and <00:58:11.920> - and the publisher depends on the model and the publisher in<00:58:48.799>
some <00:58:49.079>< - But we're still in this model of either pay...
Summary:
The joint committees heard Senate Bill 659, which would exempt the Department of Education from the electronic procurement system for purchases of fresh local agricultural products and local value-added processed agricultural or food products up to $100,000, and require geographic preference guidelines for locally sourced products. The Department of Education, Department of Agriculture, Hawaii Farm Bureau, and State Procurement Office all testified in support or support of the intent. DOE said the bill would give it short-term flexibility to buy local items not currently on the vendor list, such as poi and limu, while procurement staff said they would provide written comments and a corrected version of their testimony.
Committee members questioned why the bill was needed, why the threshold would rise from the current $24,999 small-purchase limit to $100,000, and whether the department should instead amend its vendor list or RFP process. Members raised concerns about efficiency, administrative burden, whether the bill was a temporary fix for procurement planning gaps, and whether purchases would remain compliant with federal USDA rules if federal school-lunch funds were used. DOE responded that the measure would help it expand local purchasing, support farmers, and allow purchases of products not currently available through existing distributors, and said it was working with partners on food-safety certification and federal compliance.
The committees then voted to pass SB 659 with amendments. The Joint Committee on Education approved it 3-2, and the Joint Committee on Agriculture and Environment later approved the amended measure 4-0. The chair noted an amendment and a deferred effective date, and the motion was adopted.
HI
Hawaii 2025 Regular Session
FIN Info Briefing - Thu Jan 9, 2025 @ 9:00 AM HST
Hawaii House Floor Meeting
Transcript Highlights:
- And this is the model that’s happening nationwide at Oakland Unified, L.A.
- Uh, we have to get back to that model, yeah, and it all starts with standards.
- intend to do and this is the model intend to do and this is the model that's<00:55:07.920>
happening - That’s the model: design, build, finance, operate, maintain.
- Construction will start in 2027 on a prefab model.
Summary:
The Committee on Finance held informational briefings first with the Department of Defense on its FY 2026 budget request, then with the Hawaii School Facilities Authority. Major General Steve Logan outlined the Department of Defense request for $40.5 million in state funds, which he said would leverage about $74 million in federal matching funds and support 411 open projects that could attract up to $2.3 billion in additional federal grant money. He said the budget focuses on sustainment, safety, and reorganization in light of lessons from the Maui wildfires. Key requests included $1.3 million to sustain IT systems, $2.7 million for 32 HEMA emergency management positions, three new Hawaii Army National Guard positions plus four upgrades, and $1.9 million for the Youth Challenge Program to cover state-mandated fringe costs and staffing needs. He also reviewed capital improvement projects, including Youth Challenge facility upgrades, siren modernization, ADA improvements, building retrofits for disaster resilience, Army facility upgrades, a third state veterans home on Maui, HEMA EOC improvements, and a maintenance/fuel building at Diamond Head.
Members asked about the siren modernization timeline, and HEMA said roughly 26 to 31 sirens would be modernized this year, with 15 on Maui, eight on Oahu, and eight on the Big Island. Questions also focused on Youth Challenge and Job Challenge enrollment and vacancies, with the department saying the Hilo Job Challenge Academy is growing and that combining Youth Challenge recruiting statewide into one Kilauea program has helped enrollment. Logan also answered questions about the New Year’s Eve medical transport mission, explaining the Hawaii Air National Guard’s relationship with active-duty Air Force assets and saying the flight cost is about $20,000 per flight hour, though the final bill had not yet been determined. On the Maui veterans home, staff said the University of Hawaii site was no longer viable after faculty senate opposition, so the department is now focused on a 10-acre Puna District site; the project remains tied to a certified $35 million state match and August 2025 and August 2026 federal suspense dates. Logan said the veterans home remains one of the department’s highest priorities, but it could not be moved higher in the submitted CIP ranking.
The department also discussed a Governor’s add-on for a fire marshal/Office of Recovery and Resiliency proposal. Logan said the fire marshal position was reestablished last session but has not yet been filled, and that if the function is transferred to the Department of Defense, the department wants funding ready to move quickly. Staff later said the request would include about $1.1 million for seven positions and about $2.2 million for operating costs, though details were still preliminary. The committee then reconvened for the School Facilities Authority briefing, where Executive Director Ricky Fujitani described the agency as a startup created in 2020 to improve school and workforce housing development through standardized designs, prefabrication, best-value procurement, and public-private partnerships. He said Hawaii’s single school district still functions like 15 different districts because of its 264 schools across 15 complex areas, and that the authority’s goal is to create more efficient, maintainable, and cost-effective facilities.
HI
Hawaii 2026 Regular Session
FIN Info Briefing - Tue Jan 13, 2026 @ 9:00 AM HST
Hawaii House Floor Meeting
AL
Alabama 2026 Regular Session
Alabama House Financial Services Committee Jan 28th, 2026
Financial Services
Transcript Highlights:
- <00:14:03.760>
Uh <00:14:04.079>Indiana <00:14:04.959>filed together a model - Uh Indiana filed together a model rule.
- <00:14:13.600>
Uh is largely based on the model rule. - Uh is largely based on the model rule.
- to do it and find a different bit model to do it and find a different bit model to<00:20:30.960>
Keywords:
income tax credit, tax incentive, recruitment, remote work, remote worker, recruited worker, rural counties, small counties, county population tiers, opportunity zone, teacher recruitment, nurse recruitment, law enforcement recruitment, workforce development, economic development, relocation incentive, Alabama Department of Revenue, nonrefundable tax credit, tax carryforward, state income tax
NH
Transcript Highlights:
- The citizen legislature is a model for the nation, and I want to thank each and every one of you for
- <00:57:14.720>
for <00:57:14.920>the citizen legislature is a model for the citizen - legislature is a model for the nation<00:57:16.280>
and <00:57:16.440>I <00:57:16.520>< - good use as a state we need to model good behavior<01:08:04.640>
if <01:08:04.799>we're - So one of the things I'm really proud of about New Hampshire is that our state stands as a model for
WY
Transcript Highlights:
- The model ADM next additional expansion of grades will be about 361 students.
- So we operate on a reimbursement model within the state system. We do a cost study.
the <01:40:04.639>state reimbursement model within the state reimbursement model within- And, um, I think that, as you can see in that business model, that reimbursement model, it's just really
- Many states have moved toward more consolidated educational governance models.
MN
Minnesota 2025 1st Special Session
House Workforce, Labor, and Economic Development Finance and Policy Committee 3/5/25
Workforce, Labor, and Economic Development Finance and Policy
Transcript Highlights:
- We haven't heard from about the business model of Medicaid provider fraud.
- We haven't heard about the business model of Medicaid provider fraud.
- <00:19:44.880>
of heard from about the business model of heard from about the business model - Usually what we're talking about is a business model, right?
- Usually what we're talking about is a business model, right?
Keywords:
whistleblower, whistleblower protections, public employees, state employees, retaliation, reporting fraud, misuse of authority, personal gain, state government, state services, state programs, legislative auditor, constitutional officer, public corruption, fraud reporting, government accountability, employee rights, labor law, Minnesota Statutes 181.931, Minnesota Statutes 181.932
HI
Transcript Highlights:
- Expanding to a year-round model would not only allow greater public participation, but it would also
- Expanding to a year-round model would not only allow greater public participation, but it would also
- Expanding to a year-round model would not only allow greater public participation, but it would also
- Expanding to a year-round model would not only allow greater public participation, but it would also
- Expanding to a year-round model would not only allow greater public participation, but it would also
Summary:
The committee heard testimony on SB 114, which would create a presidential preference primary for the 2028 election. The Office of Elections said the bill would cost about $4.1 million. Supporters, including the Hawaii Democratic Party and the League of Women Voters, favored moving the process to a state-run primary, while several opponents, including the Hawaiian Islands Republican Women and multiple individual testifiers, argued it would be too expensive, would shift control away from the parties, and would replace volunteer-run caucuses with a mail-in system. Committee members questioned the chief election officer about election timing, certification, and how a primary might be scheduled with other elections. Testimony was recorded as 11 in support, 41 opposed, and 3 comments, and no vote was taken in the excerpt.
The committee then took up SB 725, which would require judges to make findings about a defendant’s ability to afford bail. Judiciary and Attorney General witnesses asked that the bill be deferred or amended, saying the Judicial Council is already reviewing pretrial bail reform and that the bill’s language could create practical problems for police, sheriffs, and courts. Supporters, including the Correctional System Oversight Commission, the public defender, the Community Alliance on Prisons, the ACLU of Hawaii, and disability rights advocates, said cash bail disproportionately harms low-income defendants, increases pretrial detention costs, and should require clearer findings and records. Opponents included the Hawaii County prosecuting attorney. Members questioned how bail is initially set, what records exist, and whether the bill would change current practice; Judiciary witnesses said initial bail decisions are often made by police or judges and later reviewed on the record, while supporters argued the bill would strengthen front-end due process. The ACLU said it supported the bill with amendments, including clearer standards for ability to pay and written findings.
The committee also began hearing SB 733, a proposed constitutional amendment to establish a continuous legislative session. Early testimony was strongly supportive, with advocates arguing that the current 60-day session limits public participation, makes it hard for working people to testify, and prevents lawmakers from collaborating effectively. Supporters said a year-round model could improve transparency, reduce duplicate bills, and better accommodate neighbor island legislators. The excerpt ends during the opening testimony on SB 733, before any committee action or vote is shown.
KY
Kentucky 2025 Regular Session
Interim Joint Committee on Education (9-16-25)
Transcript Highlights:
- <00:07:49.680>
It <00:07:49.919>started retention through this model. - It started retention through this model.
- <00:08:03.759>
has <00:08:04.000>grown <00:08:04.240>to this effective model - :15:28.800>
starting apprenticeship model, you are starting apprenticeship model, you are starting - the requirements of the registered apprenticeship model.
Keywords:
Call to Order and Roll Call - 0:25
Approval of Minutes – 3-50
2025 RS SB 253 – 4:25
Computer Science and AI Literacy – 27:36
Fayette County School District Budget Update – 51:46
Adjournment – 2:09:46, 958, all
Summary:
The committee first handled routine business, including roll call, introductions, and approval of the previous meeting minutes by voice vote. It then heard a presentation on SB 253, focused on expanding support for teacher apprenticeship and teaching-and-learning pathways. Senator Hickman and staff from the Kentucky Department of Education and Nelson County Schools described how the program uses dual credit, work-based learning, and registered apprenticeship to help students earn an associate degree in high school and continue toward a teaching degree. They said the goal is to address the teacher shortage by creating a sustainable pipeline into the profession.
Witnesses emphasized that the main barrier is cost. Mary Taylor said Kentucky’s youth apprenticeship model has been successful in other fields and that education should be added as an in-demand sector, but an associate degree alone will not solve the teacher shortage because teachers still need a bachelor’s degree and certification. Laura Arnold of Nelson County Schools described the district’s Lead Nelson program, saying the district has invested more than $800,000 since 2021, currently has 37 students in the pathway and seven committed apprentices, and spends about $85,000 per apprentice from freshman year through certification. She said district staffing, planning, and university partnerships are also significant hurdles. Members asked about job guarantees, tenure, and retirement; Arnold said employment is performance-based and retirement issues are being considered.
Senator Hickman said the bill would use lottery funds to help cover tuition and dual credit costs so more districts can participate, noting that a prior version died because of a high fiscal note. Representative Payne and Representative Tipton praised the program but stressed the need for funding and noted inconsistencies between statute and budget language on Work Ready Kentucky and dual credit support. Representative Tipton also cautioned that lottery revenue may not keep pace with demand and said the General Assembly may need to make broader funding decisions. After the apprenticeship discussion, the chair moved the committee to the next agenda item on computer science and AI literacy, where Code.org began a presentation on the importance of computer science for all students.
HI
Hawaii 2025 Regular Session
EDN Info Briefing - Thu Jan 16, 2025 @ 2:00 PM HST
Hawaii House Floor Meeting
Transcript Highlights:
- Again, this is the model we're looking at.
- Other districts in the U.S. are using a similar model, but again their model is at a district level,
- stages of it um again this is the model stages of it um again this is the model we're<00:41:34.800
- but again their using a similar model but again their model<00:41:42.000>
is <00:41:42.119> - particular school so that funding model particular school so that funding model is<02:17:20.359>
OK
Transcript Highlights:
- collection cases in my life and My first question is that some states use more of a budget or family budget model
- So, have you seen any models for looking at what the base budget is for basic needs and then allowing
- Other states are still using the gross income model, I guess.
- We see that as a consistent model through all the states.
- Perfect model out there, but we could.