Video & Transcript Research : 'predictive models'
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WY
US
US Federal 2025-2026 Regular Session
Hearings to examine the nomination of Howard Lutnick, of New York, to be Secretary of Commerce. Jan 29th, 2025 at 09:15 am
Commerce, Science, and Transportation Committee
Transcript Highlights:
- A predictably excellent job, Leader Thune.
- I think standards are the right model.
- Everyone in the world follows our model.
- risk of reverse engineering models.
- That's the European model.
MN
Transcript Highlights:
- So, uh, this is modeled after a law in Illinois and, uh, was worked on with the Department. Mr.
- so<00:03:09.720>
uh <00:03:09.840>this <00:03:09.959>is <00:03:10.080>modeled - ><00:03:10.480>
after <00:03:10.840>a <00:03:11.000>law people so uh this is modeled - after a law people so uh this is modeled after a law in<00:03:11.640>
Illinois <00:03:12.640>< - It is modeled after what Illinois already implemented successfully, a simple fix that allows wholesalers
HI
Transcript Highlights:
- My prediction is a little longer. I'm looking at maybe 2027.
- My prediction is a little longer. I'm looking at maybe 2027.
- My prediction is a little longer. I'm looking at maybe 2027.
- Is that kind of the model that we want moving forward at this point?
- Is that kind of the model that we want moving forward at this point?
Summary:
The House Committee on Housing held a public hearing on several bills. HB 576, relating to restrictions on the transfer of real property under chapter 201H, drew support from HHFDC and the Department of Hawaiian Home Lands, which said the bill would waive transfer restrictions that conflict with DHHL’s program implementation. HB 421, relating to contractors, drew opposition from the Contractors License Board and DCCA/RICO, who said the measure would weaken owner-builder restrictions meant to prevent circumvention of contractor licensing laws; Hawaii Roter and the Grassroot Institute supported it. Members questioned whether the bill would still bar resale within a year and whether subcontractors would still need licenses. HB 367, relating to building permits, received support from the Hawaii Farm Bureau and Grassroot Institute, with comments from DLNR; testimony urged the bill to be expanded to include zoning permits as well as building permits to avoid confusion, especially on Kauaʻi.
HB 826, relating to housing, received mixed testimony. HHFDC and several local and advocacy groups supported it, while the Sierra Club raised concerns about converting agricultural lands to residential use, possible impacts on food security, property values, taxes, and the need to account for public trust and traditional practices. HB 525 also drew support from HHFDC and three individuals, with no opposition noted. HB 252, relating to managing agents, was supported by the Hawaiʻi Council of Community Associations and opposed by the Community Associations Institute and several individuals, who argued that commercial management experience is not the same as condominium management and preferred language tied to industry certifications and a later effective date.
HB 709, relating to trespassing, was opposed by the Honolulu Police Department, which said officers would have difficulty verifying ownership or tenancy in the field, that the bill could require a separate enforcement team, and that the sheriff’s division is better suited to handle evictions. Hawaiʻi Realtors and the Grassroot Institute supported the measure. Finally, HB 431 HD1, relating to housing, received broad support from the Hawaiʻi State Council on Developmental Disabilities, HHFDC, DHS, the Statewide Office on Homelessness and Housing Solutions, OHA, county housing offices, and multiple nonprofit and political groups. Supporters emphasized the bill’s funding for housing and supportive services, with the homelessness office describing the measure as unprecedented and saying it could help the state cut homelessness in half over the next few years.
MN
Transcript Highlights:
- The regional literacy compass model.
- {slash} kind of volunteer model. {slash} kind of volunteer model.
- Several districts reported early success in implementing the Minnesota MTSS model.
- advantaged schools using the same model. advantaged schools using the same model.
- aid model that has failed.<01:31:21.120>
Um failed.
MO
Transcript Highlights:
- Can we utilize it under the subscription model we have right now?
- So there's, so one thing about the data being out there is that when you're using those models as a Thing
- about the data being out there is that when you're using those models as a commercial model and you're
- weight loss because we literally were told by our actuaries three or four years ago that they didn't predict
- Yeah, I mean, it's hard to predict that right now.
NH
New Hampshire 2025 Regular Session
Fiscal Committee (02/21/2025)
Transcript Highlights:
- This is all part of what we call building information modeling, or building information management.
- run this is all part of what we call building<00:12:08.240>
information <00:12:09.120>modeling - <00:12:10.079>
or building information modeling or building information modeling or building - I think it's a very hard prediction to figure out how many may or may not choose to retire.
- I think it's very hard to predict how many may or may not choose to retire.
Summary:
The Fiscal Committee met on February 21 and first approved the January 30 minutes and the consent calendar, with item 2540 removed by the Department of Education and item 25057 set aside for discussion. The committee then took up FIS 25057, a Department of Transportation request tied to a federal grant for building information modeling and related data standardization across DOT systems. Transportation officials explained that the $2.405 million consultant-heavy request would connect surveying, design, construction, and asset management systems, improve efficiency and long-term asset tracking, and help the department catch up with other states. Several senators questioned the lack of immediate, quantifiable budget savings and the reliance on consultants, but the item was ultimately adopted.
The committee next approved FIS 25054 for the Department of Health and Human Services after questioning a $16 million shortfall in the Children’s Health Insurance Program. DHHS explained the variance as a budgeting and accounting issue tied to separating CHIP from Medicaid managed care, pandemic-era continuous enrollment, and the new federal requirement for 12 months of continuous coverage for children. Members also approved a Cannon Mountain fee item, where park officials described a proposed price freeze for early-bird passes, a new in-season tier, and modest increases in off-season pricing, while noting operating cost pressures, strong snow conditions, and favorable customer value ratings. That item was adopted unanimously.
The committee also approved the Department of Corrections item after discussion of staffing, retirement eligibility, overtime, and recidivism. Commissioner Helen Hanks said retirement-eligible staff had declined slightly, recruitment was improving, overtime hours were down, one housing floor had been closed because of lower population, and the department had reduced reincarceration by 8% over seven years, which she said produced substantial savings. The item was adopted.
During informational items, the committee heard a Legislative Budget Assistant performance audit of the New Hampshire Commission for Human Rights. The audit found the commission inefficient and ineffective in processing complaints, with average case closure taking 840 days, significant backlogs dating back decades, expired administrative rules, weak management controls, disorganized and outdated procedures, unreliable data, and unresolved prior audit findings. The audit included 25 recommendations, two of which may require legislative action. Commission staff said they appreciated the recommendations and expected the additional resources from the prior budget cycle to help address the backlog and improve transparency and efficiency.
MN
Transcript Highlights:
- You can see in that chart this is where I predict the future: some projected numbers looking at the timelines
- The PERB is a cheaper model for resolving disputes and facilitates expert consideration and resolution
- court is coste efficient the perb is a court is coste efficient the perb is a cheaper<00:56:49.440>
model - <00:56:50.520>
resolving <00:56:51.039>disputes <00:56:51.599>and cheaper model - for resolving disputes and cheaper model for resolving disputes and facil<00:56:52.280>
facilitates
Summary:
The Senate Labor Committee received an overview from Chief Judge Patricia Millan of the Workers’ Compensation Court of Appeals (WCCA). She explained the court’s history, created in 1981, its role as the appellate body for workers’ compensation disputes after Department of Labor and Industry and Office of Administrative Hearings proceedings, and its original jurisdiction over petitions to vacate settlement agreements. She also noted the court is composed of five judges, is funded entirely by the workers’ compensation fund, and operates with five staff attorneys and two full-time employees.
The committee then heard introductory remarks from the judges present for confirmation: Deb Sunquist, Katherine Carlson, Shan Quinn, and Thomas Christensen, with a procedural note that Quinn’s reappointment had not yet been formally referred to the committee, so his motion would be held until paperwork arrived. The judges emphasized their collaborative, panel-based work, their experience representing both injured workers and employers, and their commitment to the workers’ compensation system. Quinn also described efforts to teach workers’ compensation at the University of Minnesota and encourage younger lawyers to enter the field.
Members asked about the court’s caseload and about delays in workers’ compensation claims. In response, the judges said the WCCA’s caseload has generally declined and fluctuates, and they offered to provide case-count data. In a more detailed exchange, a senator described a family member’s long-delayed claim; judges explained that repetitive-trauma or “Gillette” injuries often require substantial medical proof and can be difficult for insurers to accept, but that the system is intended to be no-fault and typically takes about a year to a year and a half from filing to resolution. No votes were taken during the portion of the meeting reflected here.
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Wednesday, May 7, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- They are not only teachers, but mentors, counselors, coaches, and role models.
- 2011 and has always been a role model 2011 and has always been a role model and<00:40:03.200>
- for her district while a lead math model for her district while also<08:04:11.680>
helping <08 - Predictably and sadly, the Russians did not honor their agreement.
- Experts predict Russia will field a 2 million strong army by 2030.
MN
Minnesota 2025 1st Special Session
House Human Services Finance and Policy Committee 3/11/25
Human Services Finance and Policy
Transcript Highlights:
- The last thing I guess I would say is, as I mentioned at the outset, we don't try to predict what's going
- The last thing I guess I would say is, as I mentioned at the outset, we don't try to predict what's going
- The last thing I guess I would say is, as I mentioned at the outset, we don't try to predict what's going
- Representative Noor, I think it's really difficult to predict who's going to be impacted or how they
- who's going to be impacted or predict who's going to be impacted or how<01:25:47.920>
they <01
NH
New Hampshire 2025 Regular Session
House Ways and Means (02/04/2025)
Transcript Highlights:
- We have a platform right now, a model that's been operating.
- financial support uh and predictable financial support uh and predictable times<01:37:20.199>
- We have a model that's working for charitable gaming.
- we have a a charitable gaming model we have a a charitable gaming model right<03:13:50.800>
now - <03:14:38.239>
of want to rewrite the whole model of want to rewrite the whole model of charal
Summary:
The committee held a public hearing on HB 530, a bill to increase funding for New Hampshire’s Affordable Housing Fund. Representative Jessica Lontine, the sponsor, described the state’s housing crisis, citing high rents, low vacancy, and the lack of affordable units. She said the bill would double the annual transfer-tax deposit into the fund from $5 million to $10 million, and she later presented an amendment to hold the Education Trust Fund harmless by directing the housing-fund deposit from remaining revenue after that trust fund is funded. She also explained a prospective appropriation idea tied to a possible future sale of the Laconia State School property, with the goal of supporting community housing for people with intellectual and developmental disabilities.
Much of the testimony focused on the shortage of accessible and supportive housing for people with disabilities and aging family caregivers. Lontine, Ben Saul of Visions for Creative Housing Solutions, Lori McIntosh of Our Place NH, and Maddie Mandelbaum all described the difficulty families face in planning for adult children with disabilities as parents age or die. They emphasized that many people need not only affordable housing but accessible, supportive settings, and they argued that state investment would help nonprofit providers build such housing and prevent homelessness or inappropriate institutional placement. Several witnesses also noted that existing projects rely on capital funding and that operating revenues are limited because residents often depend on SSI and Medicaid.
Committee members asked questions about the fiscal impact of the bill and amendment, including whether the proposal would shift money from the general fund or education trust fund and whether the Finance Committee should have final say over spending priorities. Lontine said she understood those concerns but argued that housing should be prioritized. Housing Action New Hampshire’s Tom Duroza also testified in support of the bill, saying the state’s housing shortage is driving record prices and vacancy rates below 1%, and that the Affordable Housing Fund has leveraged more than $500 million in private investment and helped build thousands of rental homes. He said his organization supported the underlying bill but had not yet reviewed the amendment. No vote or final action was taken at the hearing.
HI
Hawaii 2026 Regular Session
CPC-CPN Joint Info Briefing - Tue Jan 13, 2026 @ 9:00 AM HST
Hawaii House Floor Meeting
Transcript Highlights:
- In an open model. So that open model means reducing our revenue.
- serve, is a proven health care model serve, is a proven health care model here<01:09:38.680>
- integrated value-based care model. integrated value-based care model.
- insurance provider model will have. insurance provider model will have.
- That is a clear sign that this current model doesn't work, and we need a different model where we can
NH
Transcript Highlights:
- Not to predict the future, but that's my prediction. That's what they're saying.
- Not to predict the future, but that's my prediction. That's what they're saying.
- Not to predict the future, but that's my prediction. That's what they're saying.
- Not to predict the future, but that's my prediction. That's what they're saying.
- Uh, Co-op City in New York was her role model.
NH
Transcript Highlights:
- He said it is timely and something that can be easily predicted in terms of costs, even though the fiscal
- /c><02:34:39.120>
be <02:34:39.359>easily <02:34:40.240>uh <02:34:40.640>predicted - that that uh can be easily uh predicted that that uh can be easily uh predicted in<02:34:41.439>
- And I think this is just a model way of getting good legislation through.
- It was described as a model way of getting good legislation through.
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 3 on Education Finance Apr 8th, 2025
Transcript Highlights:
- Develop career pathways for high school students and college students through earn-and-learn models,
- the apprenticeship and pre-apprenticeship training programs, and we are expanding the Cal Volunteers model
- This successful program model has now spread to other states, including New York and Minnesota, who are
- We want to identify how regional coordination models can be adapted and developed to create sustainable
- We believe that the ROP model is the exemplary regional model, as it has a decades-proven track record
MN
Minnesota 2025-2026 Regular Session
Commerce panel votes down bill to regulate digital book contracts for libraries 4/7/26
Minnesota House Floor Meeting
Transcript Highlights:
- In other forms of public digital procurement, software, databases, media agencies receive predictable
- We don't know the publishers are putting pricing together in models, and I understand people think things
- We don't know the publishers are putting pricing together in models, and I understand people think things
- > I<00:21:20.000>
understand <00:21:20.320>people <00:21:20.640>think in models - and I understand people think in models and I understand people think we<00:21:21.600>
always
ND
Transcript Highlights:
- I think the charitable gaming in North Dakota, especially since the e-tabs came in, has created a model
- Inge Bretson, I appreciate what the League of Cities is doing to try to create some model policy because
- I would say from our organization, we have really tried to make it fair and even and predictable when
- It was modeled after a successful program in South Dakota.
- Several years ago, I was on a committee that considered model legislation from various states.
TX
Transcript Highlights:
- Not all of the national labs are focused on this particular prediction. Issue, but Sandia is one.
- We want to stress test it under geopolitical disruption models to see how it would behave.
- There's an exceptional number of different models.
- But yes, we now have decommissioning law in Texas for battery storage that was modeled after windpower
- Predict the future for us? Yeah. Sounds like a great question for Pablo.
Summary:
The Senate Committee on Business and Commerce convened to discuss critical infrastructure and supply chain integrity, particularly focusing on Texas's power grid and associated vulnerabilities. The meeting highlighted Texas's recent ranking as 10th in electricity affordability, emphasizing the state's commitment to maintaining a reliable and resilient electric grid. New committee members introduced themselves, and the agenda included testimony from ERCOT and the Public Utility Commission regarding the implementation of the Lone Star Infrastructure Protection Act, which aims to mitigate risks posed by foreign entities to the power grid.
Chad Sealy from ERCOT presented updates on the attestation process for market participants, revealing that over 1,500 entities had submitted attestations regarding their corporate structures and affiliations with designated foreign countries. Concerns were raised about the adequacy of the current vetting process, particularly regarding indirect relationships with foreign adversaries. Testimonies from the PUC and the Attorney General's office underscored the challenges of enforcing compliance and the need for improved legislative measures to enhance oversight and security.
The committee also heard from experts, including Dr. Emma Stewart from Idaho National Laboratory, who discussed the evolving threats to the grid from foreign adversaries and the importance of securing communication systems. Recommendations included prioritizing inspections of critical components and enhancing collaboration with national laboratories to address vulnerabilities. The discussion concluded with an acknowledgment of the balance needed between ensuring grid security and maintaining affordability for consumers.
MN
MN
Minnesota 2025-2026 Regular Session
Special Session - Senate Floor Session - Part 3 - 06/09/25
Minnesota Senate Floor Meeting
Transcript Highlights:
- AI is predicted to cost Minnesota 500,000 jobs. That is 17% of the workforce.
- AI<00:48:26.400>
is <00:48:26.640>predicted <00:48:27.040>to <00:48:27.280>cost - <00:48:27.760>
Minnesota AI is predicted to cost Minnesota AI is predicted to cost Minnesota - And so I hope this is a model that we can continue forward, but giving more reflection on the priorities
- that we can continue this is a model that we can continue forward<02:14:11.360>
uh <02:14:11.440