Video & Transcript Research : 'predictive models'

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US

US Federal 2025-2026 Regular Session

US House Floor Proceedings (Thursday, September 4, 2025)

US Federal House Floor Meeting

Transcript Highlights:
  • It offers tax predictability that encourages investment in Indiana's economy and a pathway to quicken
  • It offers tax predictability<00:12:31.279> that<00:12:31.600> encourages predictability
  • So the number of jobs was fairly flat, but unemployment looks like our best model.
  • And we've actually done some economic modeling, and it turns out we can actually add a real pop to GDP
  • We had PhD economists<04:49:47.920> help<04:49:48.160> us<04:49:48.638> model<04
MA

Massachusetts 2025-2026 Regular Session

Formal House Session 19 Jun 21st, 2026 at 11:00 am

Massachusetts House Floor Meeting

Transcript Highlights:
  • that 70% of these payments will be returned to ratepayers, but only in years where the fund exceeds predicted
  • the 70% of these payments will be returned to ratepayers, but only in years where the fund exceeds predicted
  • The resulting rainstorms of the following summer predictably washed out the hill, causing property damage
  • For many customers, this predictability will help their checking account weather the winter storms and
Keywords: 995, all
Summary: The House opened with the Pledge of Allegiance and then took up several procedural matters, including adopting a resolution recognizing the work of Ukraine Forward and suspending Joint Rule 12 for a number of petitions. The chamber also scheduled several bills for later consideration, including measures on unemployment insurance for fluctuating work schedules, the Medical Society mission statement, a youth training wage, bridge and intersection namings, handicapped parking fines, public-way safety, excavation restoration, motor vehicle safety, and a Newton police age requirement. Two engrossed local bills were passed to be enacted: one authorizing retired police officers as special police in Plainville and another allowing Orange to increase its Board of Selectmen membership. The main policy debate centered on House No. 5151, An Act relative to energy affordability, clean power, and economic competitiveness. Supporters described it as a broad affordability and clean-energy package that would cut costs for ratepayers, reform Mass Save, speed clean-energy procurement and interconnection, return a portion of alternative compliance payments to customers, and address biomass and other energy issues. Opponents argued the bill relied too heavily on long-term programs and new administrative structures while offering little immediate relief, and raised concerns about costs being shifted to consumers, impacts on natural gas, and the pace of implementation. Several amendments were debated and rejected, including proposals to shift public benefit charges away from peak hours, pause public benefit charges for a year, require greater utility disclosure before rate increases, and add a forest-clearing penalty for solar development. One amendment to the energy bill was adopted: a consolidated amendment that included budget-billing consumer protections for gas customers, requiring notice and conservation recommendations when usage rises significantly. The House also adopted an amendment to a separate conservation-restriction bill for Hanson, changing a figure in the underlying law, and passed that bill to be engrossed as amended. The energy bill’s consolidated amendment passed by roll call, while several other amendments failed by roll call votes. The House observed multiple moments of silence honoring Jaden Booker, Thomas Skip Karam, former Freetown Police Chief Carlton Abbott, and former Representative and Senator William Q. “Biff” McLean, Jr.
MN

Minnesota 2025-2026 Regular Session

Minnesota House passes human services policy bill 5/11/26

Minnesota House Floor Meeting

Transcript Highlights:
  • We know that not everybody who needs services can predict exactly how many hours each day in a month
  • that not everybody who needs<00:07:45.760> services<00:07:46.480> can<00:07:46.920> predict
  • <00:07:47.480> exactly<00:07:47.960> how needs services can predict exactly how needs
  • services can predict exactly how many<00:07:48.320> hours<00:07:48.760> each<00:07:49.200
Keywords: 919, house, all
Summary: The House took up Senate File 476, the human services policy bill on continuity of care, assisted living safety, vulnerable adult protections, and program integrity. Representative Noor, the bill’s author, described it as a broad policy package covering direct care and treatment, Department of Health policy, aging and disability services, behavioral health, maltreatment of vulnerable adults, continuity of care, and miscellaneous changes. Representative Schumacher also supported the bill, saying the final language reflected extensive stakeholder work and compromise, especially in aging and long-term care, while also adding guardrails around fraud-related processes and other DHS policy decisions. Several amendments were considered. A DE3 amendment was offered and adopted, and an A8 amendment to the amendment was initially discussed as a way to create a legislative working group and bring more community input into human services program changes, but Representative Curran withdrew it. Curran then offered A11, which would have changed billing limits for individualized home supports with training, but withdrew that as well after noting DHS concerns about possible costs. The House then suspended the rules to allow Noor’s A13 technical amendment, which was adopted. On third reading, Representative Frederick praised the bipartisan work and highlighted provisions addressing intimidation of staff in the Minnesota Sex Offender Program, extending voluntary return time for certain civilly committed individuals, and allowing some DCT staff to move from unclassified to classified positions. Noor thanked staff and reiterated that the bill protects vulnerable people while preserving program integrity and taxpayer dollars. The bill passed as amended by a vote of 93 ayes to 39 nays, and its title was agreed to.
MN

Minnesota 2025 1st Special Session

House/Senate DFL Media Availability 4/23/25

Minnesota House Floor Meeting

Transcript Highlights:
  • Minnesotans through an uncertain time in a potential recession that we can't control and we can't predict
  • Minnesotans through an uncertain time in a potential recession that we can't control and we can't predict
  • Minnesotans through an uncertain time in a potential recession that we can't control and we can't predict
  • Can't predict, but we've done our work, um, to begin to prepare Minnesotans for what could be a really
Keywords: 1183, house
MN

Minnesota 2025 1st Special Session

House/Senate DFL Media Availability 4/10/25

Minnesota House Floor Meeting

Transcript Highlights:
  • But we haven't talked about how to manage around that because we simply can't predict what is going to
  • because<00:09:19.360> we<00:09:19.600> simply<00:09:20.080> can't<00:09:20.399> predict
  • <00:09:21.279> what<00:09:21.519> is because we simply can't predict what is because
  • we simply can't predict what is going<00:09:21.839> to<00:09:22.000> come<00:09:22.160
Keywords: 1183, house
TX

Texas 89th Regular

State Affairs Mar 26th, 2025

State Affairs

Transcript Highlights:
  • This bill brings clarity, predictability, and fairness without limiting local government. ...ability
  • actually working with cities to try to create a partnership so our restaurant operators can have a predictable
  • The solution also provides predictability for restaurant owners with locations in several different areas
  • traffic congestion, ensuring food safety and quality of our refrigerated products, and providing predictability
MN
Transcript Highlights:
  • It's not about weakening protections; it's about making the process more efficient, predictable, and
  • It's not about weakening protections; it's about making the process more efficient, predictable, and
  • It's not about weakening protections; it's about making the process more efficient, predictable, and
  • It's not about weakening protections; it's about making the process more efficient, predictable, and
Keywords: 1187, senate, all
NM

New Mexico 2026 Regular Session

Senate - Judiciary Feb 16th, 2026 at 03:09 pm

Senate Judiciary

Transcript Highlights:
  • It preserves full compensation for injured patients while imposing reasonable limits and predictability
  • I think there's a bill that was proposed, House Bill 15, and it's based on the Michigan model that reduces
  • publicly traded companies that have reputations and that Have shareholders, which is a horrible economic model
Keywords: 996, all
CA

California 2025-2026 Regular Session

Assembly Floor Session Feb 9th, 2026

California House Floor Meeting

Transcript Highlights:
  • The $90 million provides predictability, allowing clinics to plan, retain staff, and expand care where
  • blessing, and may we carry forward his commitment to democracy with the same seriousness and care he modeled
  • blessing and may we carry forward his commitment to democracy with the same seriousness and care he modeled
Summary: The Assembly convened after a quorum call, completed the roll, and opened with prayer, the Pledge of Allegiance, and several guest introductions recognizing visitors, students, and a long-serving committee secretary, Tabitha Volga-Sang, who was honored for 32 years of service. Members also took up a procedural motion by Assembly Member DeMaio to immediately consider ACA 14, the Taxpayer Protection Act, without reference to file; that motion failed on a 14-44 vote. The main policy debate centered on SB 106 by Senator Laird, a budget appropriation to provide $90 million in one-time funding for Planned Parenthood and related women’s health and family planning services after federal cuts. Assembly Member Tangipa offered amendments arguing the money should be directed more broadly to women’s health and hospitals, but the Assembly voted 41-13 to lay the amendments on the table. Supporters, including Gabriel, Sharp-Collins, Gibson, Krell, Bonta, and others, said the bill was needed to preserve access to cancer screenings, contraception, STI testing, and reproductive care, especially in rural and underserved communities, and to offset the effects of federal defunding. Opponents, including Johnson, DeMaio, Patterson, and Tangipa, criticized the bill as lacking transparency, favoring a politically connected organization, and diverting attention from hospital funding and other health needs. After extended floor debate, SB 106 passed the Assembly 55-10 and was transmitted immediately to the Senate. The chamber then took up H.R. 84, a resolution condemning racism after President Trump circulated racist imagery depicting former President Obama and Michelle Obama. Members from the Black, LGBTQ, Latino, AAPI, Jewish, Native American, and other caucuses spoke in support, saying the post normalized dehumanization and had real-world consequences; Assembly Member Tangipa also stated the post was wrong and apologized on the record. The transcript ends during continued debate on H.R. 84, before a final vote is shown.
NM

New Mexico 2026 Regular Session

House - Energy, Environment and Natural Resources Jan 29th, 2026 at 08:32 am

House Energy, Environment & Natural Resources

Transcript Highlights:
  • They're looking for predictability in terms of how those regulations will impact their businesses.
  • Chair, in a similar note, regarding the implementation of the New York model, what impact did that process
  • that they view the Green Amendment as value added to their business operations and their business model
Keywords: 996, all
UT

Utah 2025 Regular Session

Transportation Interim Committee - November 20, 2025

Transportation Interim Committee

Transcript Highlights:
  • current statute, vehicles subject to emissions inspections are exempt for the first two years based on model
  • Based on model year, and then they're due for emissions testing every other year for the first six years
  • That produces upfront revenue, predictable revenue, offsets the volatility that we have in any day-to-day
Keywords: 985, all
NM

New Mexico 2025 Regular Session

IC - Legislative Health and Human Services Jun 27th, 2025

Legislative Health & Human Services Committee

Transcript Highlights:
  • We also utilize a predictive risk model where we look at certain data points for people who might end
  • Uh, Madam Chair, Representative Keith, we are moving to an open aggregator model.
KY
Transcript Highlights:
  • I like the idea of a hub, and Mayfield's got a good model.
  • I like the idea of a hub, and Mayfield's got a good model.
  • There's a lot of coastal models out there with a lot of big budgets that we've followed and met with
  • There are other models out there for a non-coastal state, but we're trying to craft something that is
  • And I said, and so I predict that that's where it's going.
Keywords: 958, all
Summary: The Disaster Prevention and Resiliency Task Force opened its sixth meeting by approving the minutes and then taking up a presentation from University of Pikeville representatives and local leaders on an Eastern Kentucky Disaster Relief Center at Bear Mountain in Pike County. Speakers included Greg May, Rep. Ashley Tacket Laferty, Lori Worth, and Laura Damron. They described repeated flooding and other disasters in eastern Kentucky, the lack of a single prepared relief location, and the need for a centralized, elevated site that could serve as a flood and broader natural-disaster hub. The presenters said the Bear Mountain property, about 530 acres and well above flood levels, could support a multi-use facility combining disaster response functions with university and community uses. Proposed features included a command and communications center, distribution space, emergency shelter, medical and clinic support, food service, restroom facilities, RV hookups, and an indoor track/distribution building. They emphasized that the project would help avoid disrupting existing venues such as the Pikeville Expo Center and Jenny Wiley State Resort Park, while also supporting tourism and economic recovery. Committee members asked about community and emergency-management support, annual operating costs, and resilience standards such as tornado-related building codes. In response, the presenters said local stakeholders, including Appalachian Wireless, Pikeville Medical Center, Community Trust Bank, the city of Pikeville, and emergency management officials, had expressed support. They said the university planned to absorb some operating costs through multiple uses of the facility, community camps, and budgeted maintenance, and that construction documents were nearly complete with plans to begin building within months. After the presentation, the chair thanked the presenters and moved the committee into its recommendations discussion, noting the broader fiscal and humanitarian importance of disaster preparedness and resiliency and indicating that future legislation would likely follow from the task force’s work.
MN

Minnesota 2025-2026 Regular Session

Committee on Judiciary and Public Safety - Part 1 - 04/17/26

Judiciary and Public Safety

Transcript Highlights:
  • That's how we make things consistent, predictable, simple, and secure.
  • :57.920> simple, things consistent, predictable, simple, things consistent, predictable, simple
  • > for consistency and predictability for consistency and predictability for public<02:18:39.719
  • Again, this is highlighting that consistency and predictability that we're seeking to create.
  • We want to be consistent and predictable. This makes it simpler for us to do.
Keywords: 1187, senate, all
US

US Federal 2025-2026 Regular Session

US House Floor Proceedings (Thursday, February 13, 2025)

US Federal House Floor Meeting

Transcript Highlights:
  • Citizen and generations life of a model Citizen and generations of<01:58:01.400> montanans<01
  • In 2024, data centers accounted for 4.3% of total U.S. power demand, but analysts predict this could
  • this could climb to as analysts predict this could climb to as much<03:46:48.880> as much as
  • of the cost of U.S. models.
  • > China<03:50:50.120> is<03:50:50.359> rapidly models this proves that China is
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Consumer Protection and Professional Licensure Jun 21st, 2026 at 10:00 am

Joint Committee on Consumer Protection and Professional Licensure

Transcript Highlights:
  • These are predictable outcomes of a system stretched too thin and structured to fail.
  • House 1278 is modeled off of Connecticut, except it repairs a couple glaring omissions in the Connecticut
  • Those things are modeled off of the existing law for MassHealth and in our existing wheelchair law.
  • Those things are modeled off of the existing law for MassHealth and in our existing wheelchair law.
  • Is this the part we use with this model? That's a little upsetting.
Keywords: 995, all
Summary: The hearing of the Joint Committee on Consumer Protection and Professional Licensure opened with logistical remarks about testimony procedures, time limits, accessibility supports, and the large number of witnesses. The first bill discussed was H. 451, which would allow professional license applicants who do not have a Social Security number to use an ITIN instead. Supporters said the bill would help qualified workers, especially immigrants, enter licensed trades and professions without lowering training or testing standards, while addressing workforce shortages. Committee members asked a few questions, and the bill was framed as a uniform statewide licensing reform. The bulk of the hearing focused on S. 210 and H. 1278, two bills aimed at improving wheelchair repair and warranty protections. Supporters included the Attorney General’s Office, disability advocates, wheelchair users, clinicians, and legislators, who described long repair delays, missed work and medical appointments, loss of independence, hospitalizations, pressure injuries, and other harms caused by broken wheelchairs and slow service. They argued for stronger timelines, two-year warranties, required parts availability, loaner chairs, and enforcement mechanisms, with H. 1278 modeled on a Connecticut-style repair deadline and S. 210 focused on warranty protections. Several witnesses emphasized that wheelchairs are essential medical equipment, not ordinary consumer goods. Opposition came from NCart, which said it supports solutions but raised concerns that the bills, as written, could be difficult to implement for complex rehab technology. NCart said some warranty provisions may not fit wear-and-tear components and noted that MassHealth has already taken steps such as preventive maintenance, reduced prior authorization, and transportation support. Other witnesses and advocates countered that the current market is dominated by a few profitable companies and that the legislature needs to impose clear standards because voluntary fixes have not worked. The committee also heard testimony on S. 195, a toxic-free kids bill from Senator Comerford and Representative Hawkins, which would restrict PFAS and other toxic chemicals in children’s products and create disclosure and phase-out requirements. No votes were taken during the hearing.
TX
Transcript Highlights:
  • HHS, Centers for Disease Control and Prevention, and others to develop. analytics forecasting and modeling
  • So I had mentioned that predictive, analytic, lytic forecasting and model. pulling products and expertise
  • We do have some models that we're working on that do reflect projections. possibilities as far as climate
  • in a spot where we can share, but it is definitely top of mind for us. and we are developing those models
  • All of the USDA modeling shows that on April 1st the risk risk of New World Screwworm in South Texas
Keywords: 1184, house, all
FL

Florida 2026 Regular Session

Senate in Session Apr 23rd, 2025

Florida Senate Floor Meeting

Transcript Highlights:
  • on the experience of those attorneys and the 25 states that have already adopted the UCC Article 12 model
  • Senators, CS for Senate Bill 1080 is a bill that advances fairness, predictability, and accountability
  • in this is that we're going to actually allow the agricultural producer, who through his business model
  • in this is that we're going to actually allow the agricultural producer, who through his business model
  • And that law, which First Lady Adele Graham supported during the legislative process, became the model
Summary: The Senate opened with prayer, the Pledge of Allegiance, and several introductions recognizing guests, students, advocates, and a resolution honoring the late USF men’s basketball coach Amir Abdur-Rahim. Senators also observed moments of silence for victims of recent campus violence and for former FSU President John Thrasher. The chamber then moved to special order bills, with several members explaining measures and, in some cases, substituting House companions before final passage. Among the bills passed were measures updating child care and early learning provider regulation; strengthening penalties and cost recovery for false reporting and swatting; extending protections against extraordinary medical debt collection; expanding hazardous walking condition criteria for schoolchildren; creating young adult housing support for foster and homeless students; and requiring private schools participating in the Family Empowerment Scholarship Program to disclose which accommodations they will provide. The Senate also passed a bill adjusting interest rules for trust accounts funding legal aid, after extended debate over the impact on legal aid funding and banking practices, and a transportation package that was heavily amended to address issues such as school bus camera hearings, beach vehicle use for equipment removal, flooded-street wake restrictions, expectant mother parking permits, micromobility regulation, and traffic signal modernization. The chamber also approved public-records exemptions for Agency for Health Care Administration investigators, Judicial Qualifications Commission employees, and appellate court clerks; a municipal water and sewer rate bill affecting Miami-Dade residents near a plant; motor vehicle offenses involving impersonating law enforcement and obscured license plates; trespass penalties at law-enforcement-controlled locations and large ticketed venues; refund requirements for patient overpayments; stem cell therapy authorization with source and consent limits; and insulin administration authority for direct support professionals and relatives in group homes. Several bills were temporarily postponed, including cardiac emergencies, chemicals and consumer products, and motor vehicle manufacturer/franchise dealer legislation. Most measures passed with strong bipartisan support, though the trust fund interest bill drew notable opposition and passed 28-10, and the Family Empowerment Scholarship bill passed 37-1.
NH

New Hampshire 2025 Regular Session

House Ways and Means (02/19/2025)

Transcript Highlights:
  • He said there is no way to predict how many people will stop smoking or how much that dollar an extra
  • He said there is no way to predict how many people will stop smoking or how much that dollar an extra
  • He said there is no way to predict how many people will stop smoking or how much that dollar an extra
  • He said there is no way to predict how many people will stop smoking or how much that dollar an extra
  • I don't think there's any way to predict how many people will stop smoking or how much that dollar an
Keywords: 928, house, all
Summary: The committee first met in a revenue estimate work session to approve an LSR codifying the committee’s revenue estimates. Members reviewed the process for turning the LSR into a House Resolution and discussed how the adopted estimates would be used to amend House Bill 1. After a brief question-and-answer about current revenue splits and the governor’s proposed video lottery and tax-split changes, the committee voted 19-0 to approve the revenue estimates. The committee then moved into executive session on HB 669, which would require all revenue from the statewide education property tax to be deposited into the education trust fund and set an equalized statewide tax rate. Supporters argued the bill would better direct education funding, while opponents said it was unnecessary or duplicative. The committee voted 12-7 to retain the bill (ITL), and a minority report was noted. Next, the committee considered HB 290, which would raise cigarette and electronic cigarette taxes and create a study committee on tobacco and nicotine taxes. Testimony focused on revenue needs, inflation, public health, and concerns that a higher tax could reduce sales or drive purchases across state lines. The committee voted 11-8 to ITL the bill, with a minority report. The committee also ITL’d HB 402, dealing with whether Education Freedom Account payments are taxable income, after debate over unintended consequences and whether the bill’s language was misleading; that vote was 11-8 with a minority report. Finally, the committee opened HB 483, and Representative Tierney moved ITL, arguing the bill’s requirement that the scholarship organization be incorporated in New Hampshire would likely violate the Commerce Clause; the transcript cuts off before the vote on that bill.
ND
Transcript Highlights:
  • Several structural factors contribute to financial strain within the EMS delivery model.
  • Payor mix and then staffing model.
  • And we are proud to have a conversation with you regarding the regional response fire model.
  • with the task force model where they deploy task forces as needs.
  • You know, the Texas model with the task force model where they deploy task forces as needed during larger
Keywords: 908, all
Summary: The committee was called to order, a quorum was established, and the minutes from the prior meeting were approved. The first major presentation came from Montana Public Employees Retirement System executive director William Hollahan, who gave an overview of Montana’s Volunteer Firefighters’ Compensation Act plan. He explained that the plan covers volunteer firefighters in unincorporated areas, is funded by 5% of state fire insurance premium taxes, and currently serves 228 departments with about 2,936 active members and 1,242 retirees. He described eligibility rules, annual training and reporting requirements, benefit levels for partial and full pensions, disability, death, medical, and funeral benefits, and said the plan is actuarially sound with roughly $60 million in assets and a funded ratio slightly above 100%. Committee members asked about prior-service credit, whether EMS personnel are included, the effect on recruitment and retention, and whether expanding coverage would require a funding analysis; Hollahan said prior service is not credited, EMS is not currently included, and any expansion would need financial review. Tim Walleen of Workforce Safety and Insurance then presented a draft North Dakota workers’ compensation solution for volunteer firefighters and volunteer EMS personnel. He explained that volunteer responders are already covered by workers’ comp for medical and wage-loss benefits, but the proposal would set a minimum annual wage of $30,000 for calculating wage-loss benefits for qualifying volunteers, with the benefit paid at two-thirds of that amount. Representative Porter suggested tying the volunteer definition to existing code rather than a fixed dollar amount, and Walleen agreed. Questions focused on whether search and rescue or other volunteer emergency services could be included, whether departments would face new paperwork, and whether volunteer organizations can already elect coverage; Walleen said there would be no additional paperwork and that volunteer coverage is already available. The committee also heard from volunteer fire service representatives and the state fire marshal. An Oakes-area firefighter, Mr. Olson, testified that small departments are struggling with retention, communication, and administrative burdens, especially around separate bookkeeping and funding rules for donated or fundraising money, and he said departments need clearer guidance from the state. State Fire Marshal Dr. Matthew Clark introduced himself and outlined a broader effort to improve education, support, and coordination for fire departments, including a planned 10% audit of certificates of existence beginning in 2027, more outreach through his office, and better assistance with training, reporting, and grant access. He said his office is authorized under current law to provide these services, but the role has been vague and underused. Finally, Arnagard Rural Fire District Chief Rick Schreiber testified in favor of new recruitment and retention ideas, including retirement-style benefits, health insurance, tax incentives, scholarships, grants, and more remote or regional training. He said volunteer departments are losing members, that local tax and donation funds are already stretched, and that any new retirement or incentive program should be sustainable and likely involve a mix of state and local support.