Video & Transcript Research : 'predictive models'

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TX
Transcript Highlights:
  • The expansion allows more campuses to adopt proven models like. the ACE model, which was implemented
  • The trend exceeds all other models statewide.
  • The model is effective across all types of districts.
  • The ACE model was a precursor to the NES model, which is a, uh, the NES model was I guess it's the reform
  • model in Houston.
TX

Texas 89th Regular

Health and Human Services (Part II) Mar 5th, 2025

Health & Human Services

Transcript Highlights:
  • So there are smaller models that show that this can be successful, and in my own court, I've done the
  • Community engagement is a required part of our current community-based care model, but this bill takes
  • SB 916 addresses this by fostering a clearer, more predictable EMS billing system, easing the financial
  • The bill authorizes political subdivisions like Burleson to make predictable pricing adjustments annually
OK

Oklahoma 2026 Regular Session

Appropriations and Budget Jan 28th, 2026 at 01:30 pm

Appropriations and Budget

Transcript Highlights:
  • At a center that takes 6 models, that really tech isn't changing their life.
  • The model that you all have is if they don't show up, you don't pay.
  • And that means that their bottom line fluctuates in a way that they can't predict.
  • Would you agree that we should always continue to look at other models, look at our model, and make sure
  • was a national model and the visits were done by one worker.
Keywords: 914, all
MN

Minnesota 2025-2026 Regular Session

House Transportation Finance and Policy Committee 4/2/25

Transportation Finance and Policy

Transcript Highlights:
  • Um, it will also ensure minimum investment levels, sustainable and predictable and reasonable investments
  • <01:19:41.600> and<01:19:41.840> reasonable and predictable and reasonable and predictable
  • ,<01:22:54.960> and levels, sustainable, predictable, and levels, sustainable, predictable
  • So if you build a project, let's say it's 10 miles and the average predicted life of that is 10 years
  • life predicted life of that is 10 years. life predicted life of that is 10 years.
Keywords: 1183, house
MN

Minnesota 2025-2026 Regular Session

House Education Policy Committee 2/24/26

Education Policy

Transcript Highlights:
  • Minnesota has adopted a blueprint for instruction referred to as the inquiry design model.
  • Minnesota has adopted a blueprint for instruction referred to as the inquiry design model.
  • referred to as the inquiry design model. referred to as the inquiry design model.
  • is<00:42:54.400> a The inquiry design model is a The inquiry design model is a researchbased
  • this inquiry design model this inquiry design model just<01:07:03.440> mainly<01:07:03.839
Bills: HF3489, HF3550
AZ

Arizona 2026 Regular Session

02/17/2026 - Senate Natural Resources

Natural Resources

Transcript Highlights:
  • , the Hassayampa model, the Salt River Valley model, basically to apply those and say that if any of
  • and the start of our current model.
  • models to use.
  • When were those models issued? Mr.
  • updated models to use.
Summary: The Senate Natural Resources Committee first considered two nominations. Jessica Manuel was introduced as a nominee to the Arizona Game and Fish Commission, where testimony emphasized her science background and experience working with agencies and stakeholders. Members asked about wolf management and her qualifications, and the committee voted 8-0 to recommend her confirmation. Stephen Williams was then introduced for the Arizona Livestock Loss Board, with discussion focused on his livestock and State Land Department experience and how the board handles wolf-related livestock losses. The committee also voted 8-0 to recommend his confirmation. The committee then took up several bills. SB 1785, which would codify ADWR’s one-mile safe-harbor policy for recovery wells near groundwater storage facilities, passed 5-3 after ADWR said it largely reflected current practice but requested clarifying language. SB 1082, requiring sanitation measures and signage for petting zoos and similar animal encounter exhibits, drew strong testimony from a parent advocate describing severe E. coli/HUS cases and opposition from fair/agriculture representatives who argued the bill was too broad and unnecessary; after amendment, it failed 4-4. SB 1336, extending the State Land Department and creating a temporary oversight committee with a broad amendment on lease holdovers, notice periods, and committee membership, passed 6-2 after significant debate over the committee’s composition and scope. Later, SB 1200, which would require ADWR to revisit certain Phoenix AMA assured water supply applications using older groundwater models, passed 5-3 despite opposition from CAP and ADWR over added replenishment obligations and concerns about relying on outdated models. SB 1335, requiring the Arizona Water Banking Authority to post its annual report online, passed 7-1. SB 1559, creating rural groundwater management work groups in each basin to report to ADWR, passed 5-3 after supporters said it would improve basin-level coordination and opponents argued it created new bureaucracy without enforcement tools. SB 1761, appropriating $47.7 million to the University of Arizona for the Yuma Center of Excellence for Desert Agriculture, Cooperative Extension, and the Experiment Station, passed 7-1 amid broad support but some concern about funding levels. Finally, SCM 1007, urging Congress to divest and improve the San Carlos Irrigation Project electric system, passed unanimously.
MN

Minnesota 2025-2026 Regular Session

Committee on Capital Investment - 03/10/26

Capital Investment

Transcript Highlights:
  • Resident census models.
  • , but enough space F-16 block 50 models, but enough space to<00:43:18.800> house<00:43:19.040>
  • in the Air Force model uh if the<00:48:47.119> design<00:48:47.520> work<00:48:47.760>
  • , which are going to be a little bit bigger than the H3 models that they have.
  • , which are going to be a little bit bigger than the H3 models that they have.
Keywords: 1187, senate, all
TX

Texas 89th Regular

State Affairs Mar 26th, 2025

State Affairs

Transcript Highlights:
  • So the model is working against building transmission lines under that model.
  • Modeling, but you cleared that up. You're already doing these long-term models, but you just...
  • Run this model and let's put high gas prices in this model and see what happens.
  • You have the modeling capability now. We have the modeling capability, that's correct.
  • Predictable, good for business.
WY

Wyoming 2026 Regular Session

Joint Appropriations Committee, January 12, 2026 - AM

Appropriations

Transcript Highlights:
  • But what it through the model change.
  • distribution model.
  • The benefits of this model include it does not raise taxes.
  • <00:39:52.320> funding to again provide uh predictable funding to again provide uh predictable
  • predictable for some time. predictable for some time. >> Okay. >> Okay.
Keywords: 916, all
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Health Care Financing Jun 21st, 2026 at 11:00 am

Joint Committee on Health Care Financing

Transcript Highlights:
  • Advanced imaging technology lets us see what's inside the brain, and there are distinct and predictable
  • The Massachusetts Medicare for All proposal is based on the Canadian health care model.
  • David Himmelstein, he said Massachusetts health reform, like the national law modeled after it, takes
  • Predictably, we got hit with a $5,500 bill after insurance.
  • We've heard the 2026 insurance rates are predicted to have an increase of 13.4%.
Keywords: 995, all
Summary: The Joint Committee on Health Care Financing held a public hearing on 16 bills, with the chairs noting a busy legislative day and asking speakers to keep testimony brief. The committee first heard testimony on Senate 860/House 1405, the Medicare for All bill, with Sen. Jamie Eldridge and many advocates, clinicians, municipal officials, and patients arguing that a single-payer system would make care a right, reduce administrative waste, lower costs, and protect residents from rising premiums, medical debt, and hospital closures. Several speakers cited the Steward hospital crisis, affordability problems, and polling or ballot questions showing public support for single-payer coverage. No vote was taken during the hearing. The committee then took testimony on S. 863, a bill on non-opioid options for chronic pain. Pain specialists, patients, and advocates said the bill would improve care coordination for MassHealth members, expand access to non-opioid medications, require provider education, and collect data on chronic pain. Testifiers described long delays in diagnosis and treatment, stigma toward pain patients, and the need for multidisciplinary care and transportation support. Again, the committee heard testimony only and took no action. A large portion of the hearing focused on H. 1360/S. 869, which would prevent discrimination against people with disabilities in health care. Disability advocates, clinicians, and patients described being denied or delayed care, pressured into DNR orders, or treated based on assumptions about quality of life rather than medical facts. Speakers referenced COVID-era crisis standards of care, discriminatory metrics, and personal stories involving canceled procedures, inadequate accommodations, and poor treatment in hospitals. Committee members thanked speakers for their testimony and said they would review the bill and its implications, but no vote was announced. The committee also heard testimony on H. 1399, an individual Medicare marketplace option for municipal retirees, where supporters said it would give cities and towns a lower-cost alternative for retiree health benefits through HRAs and individual Medicare plans. The hearing then returned to Medicare for All testimony, with additional supporters repeating arguments about cost, access, municipal budget pressure, and the need for global budgeting and universal coverage. The transcript ends with continued testimony and no recorded committee vote or final action on any bill.
TX
Transcript Highlights:
  • Instead of having to make a prediction about what happens from the end of the year to the next end of
  • We also repeal the section that says TEA can do this ridiculous predictive measure.
  • This three-year testing model was the same in House Bill 4.
  • That is the innovative model that Texas moved to, and it remains the same.
  • The model available groundwater is 36,000 acre-feet per year, well over the allocated amount.
CA

California 2025-2026 Regular Session

Assembly Budget Committee Jun 11th, 2025

Transcript Highlights:
  • And you're predicting deficits all the way until 2020.
  • Just to understand, too, you know, $100 under the governor's proposal, it's at least predictive of $2
  • prospective pay based off of enrollment Rather than returning to an attendance-based funding rate model
  • housing first Very smart legislation and budget requests around our HAP funding and a housing first model
  • fully fund and implement the alternative methodology as soon as possible and ensure that the cost model
Summary: The Assembly Budget Committee heard opening remarks on the 2025 Budget Act, which will be amended into AB 101 and SB 101 for floor consideration. Committee leaders described the budget as a difficult compromise shaped by a $12 billion deficit, federal funding uncertainty, wildfire impacts, and rising out-year costs, while emphasizing a balance between compassion and fiscal responsibility. Each budget subcommittee chair then summarized major actions in their areas, including health care, human services, education, climate and transportation, housing and state administration, public safety, and oversight/transparency. Key policy items included delaying or narrowing some of the Governor’s proposed cuts, especially in Medi-Cal and other safety-net programs; preserving funding for dental care, women’s health, family planning, hospice, long-term care, IHSS, and services for undocumented Californians; and maintaining or expanding child care, foster care, food banks, and CalWORKs-related supports. Education actions included additional Proposition 98 settle-up, reduced deferrals, support for TK-12, teacher recruitment, literacy, mental health, preschool slots, and restored funding for UC and CSU. Other major items included housing and homelessness investments, wildfire and disaster response funding, transit loans and greenhouse gas reduction fund support, Proposition 36 and VOCA-related public safety funding, and oversight measures on federal impacts and state efficiency. Department of Finance and Legislative Analyst staff said the package makes some of the same savings moves as the May Revision but relies more on internal borrowing and fewer reductions, leaving a smaller reserve than the administration’s plan but still maintaining roughly $11 billion in the rainy day fund. Members from both parties largely supported the package while raising concerns about long-term sustainability, Medi-Cal costs, reserve use, and the need for future revenue and program review. The committee adopted the subcommittee actions by roll call, 18-6, with the roll held open for absent members and additional comments continuing after the vote.
MN

Minnesota 2025-2026 Regular Session

Energy Committee Meeting - 2025-03-27

Energy Finance and Policy

Transcript Highlights:
  • Three, if we sunset the CSG program before we let the experiment on distributed Solar models that began
  • Community solar is the model adding more distributed solar to the system today.
  • running right now to assess the relative costs and benefits of different distributed solar deployment models
  • Colorado, just last year, following in its footsteps, passed in its own right, largely modeled after
  • In terms of capping the program to give predictability to the utilities for planning purposes and so
Bills: HF2103, HF2793
CA
Transcript Highlights:
  • can predict how fast these fires could spread, and indeed they did.
  • estimate that if extended by the feds, the impact to the budget will be the same, and what is our prediction
  • For the fifth year, project work includes the following efforts, data analytic tools and models for our
  • How do we know that their models are actually getting to that?
  • So I would implore you all to be able to discuss that when the state has a model, is funding programs
Keywords: 988, house, all
TX

Texas 89th 2nd C.S.

Public Education Jun 1st, 2026

Public Education

Transcript Highlights:
  • In the absence of predictability...
  • Residency models work.
  • A placement-based model, so an instructional setting, to an intensity of services model.
  • So she said, why aren't we looking at charter school models as models of innovation?
  • That ACE campus model that they're saying is such a wonderful model for, ACE campus model that they're
Keywords: 1184, house, all
NM

New Mexico 2026 Regular Session

Senate - Finance Jan 27th, 2026 at 09:18 am

Senate Finance

Transcript Highlights:
  • And it changes the economic model of how we have.
  • The quality model, as you pointed out, is also based on volume.
  • I mean, the problem is I'm not a government model guy.
  • But another model that we can use to supplement that model is to invest in some of the rural communities
  • It's a very intensive case management model.
Bills: SB37, SB29
WA

Washington 2025-2026 Regular Session

House Finance Oct 14th, 2025

Transcript Highlights:
  • You know, we have these economic models that model the economy and help us forecast economic variables
  • We have a U.S. economic model and a Washington state economic model.
  • is better, and kind of call it our own model, but it's largely the S&P model.
  • And then we have the Washington model, which was built in-house before I was ever here, but a great model
  • the U.S. model.
Summary: The committee first received a presentation from Dr. Reich on the Economic and Revenue Forecast Council (ERFC), including how the council’s joint executive-legislative forecasting process works, the main state revenue sources, and recent economic conditions. He said Washington’s economy is slowing, with weak employment growth, softer taxable sales, and uncertainty from tariffs, federal spending, and the federal shutdown. He also noted that the September forecast was reduced, mainly because of lower sales tax and real estate excise tax collections, and that the state still expects modest growth rather than a recession. Members asked about whether Washington tends to lag national downturns and how forecast information should affect budgeting; Dr. Reich said the forecast is a revenue tool, not a budgeting decision, and that spending choices remain with elected officials. The Department of Revenue then presented on Washington’s sales and use tax structure and the implementation of Senate Bill 5814, which expands retail sales tax to several services effective October 1, 2025. Steve Ewing explained how sales and use tax are sourced, how reseller permits and the multiple points of use exemption work, and how the new law applies to live presentations, temporary staffing, investigations and security services, IT services, custom website development, advertising services, and custom software. He said DOR held listening sessions, issued interim guidance, and set up a centralized landing page and outreach efforts to help taxpayers understand the changes. He also described a six-month grace period for certain pre-existing contracts through March 31, 2026, but said penalties and interest still apply under the statute. Committee members raised concerns about how businesses and individuals will know when a service is taxable, who is responsible for collecting and remitting tax, and how sourcing will work for services delivered across multiple locations or online. DOR staff walked through examples involving accounting services, live lectures, virtual events, advertising campaigns, and search engine marketing, including the use of reasonable allocation and pool codes when exact sourcing data is unavailable. Members also questioned the administrative burden on small businesses and professionals newly subject to tax, and whether additional legislative fixes or relief from penalties and interest may be needed. No votes or formal actions were taken in the work session.
TX

Texas 89th Regular

Business and Commerce May 20th, 2025

Business & Commerce

Transcript Highlights:
  • The bill in this case mirrors the Winter Storm Uri joint operations model.
  • I don't believe so, and the reason being is I look to the model that we have in place.
  • Do we understand that model? Yeah, I know you do.
  • I think we've done that with this model and its thoughtful approach.
  • The surrounding areas, it takes the federal model.
Summary: The committee took up several pending business items and reported a series of House bills out of committee, including HB 2467, HB 2468, HB 2518, HB 4310, HB 4386, HB 4490, HB 5323, and HB 149. Most of these were advanced on committee substitute motions and sent to the local and uncontested calendar or reported favorably to the full Senate. HB 2467 drew one nay vote, while the others were approved without opposition. HB 4310 and HB 4386 were described as committee-substitute versions with changes narrowing disclosure requirements and preserving attorney-client privilege in certain circumstances. A major portion of the meeting focused on HB 149, an AI governance bill. The substitute was explained as addressing biometric identifier capture and storage, exempting certain AI uses for security and fraud prevention, clarifying definitions, restricting AI systems that simulate explicit child sexual content, adjusting Attorney General investigative authority, refining sandbox program waivers, reducing Texas AI Council powers and membership, and adding DIR coordination provisions. The committee adopted the substitute and reported the bill favorably. The committee then heard extensive testimony on HB 1500, the DIR sunset bill. The author said the bill would continue DIR for 12 years, restructure its board, update advisory committees, require regular cybersecurity assessments and penetration testing for state agencies, improve IT procurement training, and transfer the e-grants program to the Comptroller. A Texas 2036 witness supported the bill as a way to strengthen governance, procurement, and cybersecurity. Members asked detailed questions about the bill’s structure and then left HB 1500 pending. The committee also heard a lengthy presentation on HB 150, which would create the Texas Cyber Command as a component of the University of Texas System, administratively attached to UTSA and located in San Antonio. The author argued the command would centralize cyber threat intelligence, incident response, and digital forensics, and would be able to support state and local entities, with optional services for local governments. Members raised concerns about university mission drift, governance, security, chain of command, procurement authority, gifts and donations, and civil liberties implications of proactive cyber monitoring. Witnesses from UTSA/NSCC and SecurityScorecard testified in support, emphasizing the security of the downtown San Antonio facility, the existing cyber ecosystem there, and the need for a dedicated cyber capability. The bill remained under discussion with no final committee action announced in the excerpt.
CA
Transcript Highlights:
  • The state's latest modeling shows that even with today's planned resource build-out, California misses
  • In planning for a system where we are losing Diablo Canyon, our modeling shows that we need clean, firm
  • And so with all these models, you still have to be prepared for those extreme events.
  • It gives you more confidence in your predictability about that. Absolutely. Absolutely.
  • Gives you more confidence in your predictability about that. Absolutely. Absolutely.
Summary: The Assembly Committee on Utilities and Energy heard SB 1259, which would require refineries to provide advance closure and remediation planning information, and SB 1425, which would authorize the High-Speed Rail Authority to create a permit process for encroachments in its right of way. The committee also held an informational hearing on California electricity reliability and the future of the Strategic Reliability Reserve. The chair opened by noting the hearing room change, testimony limits, and that the committee would proceed without a quorum at first, then later established quorum for votes. On SB 1259, Senator Blake Spear argued the bill would give communities and state agencies needed information to plan for refinery closures, cleanup, and land reuse, comparing the requirement to estate planning. Supporters, including Benicia City Councilmember Carrie Birdseye and UC Santa Barbara professor Ranjit Schmook, said the bill would help communities facing refinery closures avoid being left without information and better prepare for redevelopment and remediation. Opponents, including the Western States Petroleum Association, the State Building and Construction Trades Council, and business groups, argued the bill could send negative market signals, create conflicts with federal reporting, and potentially accelerate refinery closures. The committee passed SB 1259 on a 7-3 vote, later reopening the roll and recording additional votes before moving it out as amended to Appropriations. On SB 1425, Senator Cortese and sponsor Robert Pearsall said the bill would help the High-Speed Rail Authority manage utility, broadband, drainage, and vegetation encroachments along the project corridor and reduce delays. Labor and construction groups supported the measure as a way to add certainty and speed project delivery. Utilities and local agencies, including LADWP, Southern California Gas, Southern California Edison, PG&E, and others, opposed unless amended, saying the bill needed clearer language on emergencies, existing agreements, and potential impacts on their own rights of way and service obligations. After discussion about emergency language and utility coordination, the committee passed SB 1425 as amended to Appropriations on a 10-3 vote. In the oversight hearing, CEC, CPUC, CAISO, and DWR officials reported that California’s summer reliability outlook is better than in prior years, with substantial new procurement, storage, and demand-response resources added since 2020. They said the state is projected to meet its summer reliability standard and has not needed a flex alert for three straight years, but cautioned that extreme heat, fire, hydro conditions, and federal policy uncertainty still pose risks. Officials emphasized that the current Strategic Reliability Reserve remains important as a backstop, while longer-term planning must address rising demand from electrification and data centers and the eventual retirement of emergency resources.
CA
Transcript Highlights:
  • It really became a national and worldwide model involving RCU, local officials, and community members
  • This model shifted dramatically after the Tubbs fire.
  • This model shifted dramatically after the Tubbs fire.
  • The study revealed that the number one metric that best predicted if a house would burn was its close
  • And in recent years, I've modeled and looked at the climate crisis.
Keywords: 988, house, all
Summary: The hearing focused on lessons from the 2017 Tubbs Fire and how Santa Rosa, Sonoma County, and state partners have changed wildfire prevention, recovery, and rebuilding practices since then. Opening remarks emphasized that catastrophic wildfire is now a statewide issue, that California has shifted more toward prevention and resilience, and that Sonoma County’s recovery has become a model for other communities. Panelists included fire, water, permitting, community recovery, and insurance experts, who described how local experience has informed broader policy discussions. Santa Rosa fire and city officials described major changes in prevention and preparedness, including stronger public education, a vegetation management ordinance, an ignition-free/Zone Zero approach, and more detailed community wildfire protection planning. They said these efforts helped reduce damage in later fires, such as the Glass Fire, and noted ongoing challenges with prescribed burning, smoke management, grant delays, and maintaining vegetation treatments over time. Santa Rosa Water described improvements in regional coordination, backup power, generator redesign, and wildfire contamination response protocols after the city became the first utility to identify wildfire-related contamination in its water system. Community recovery leaders stressed the importance of block captain networks, neighborhood organization, and trusted local information in helping residents rebuild and avoid fraud. They argued for more formal support, training, and funding for block captain programs, as well as better long-term financing for local mitigation work and utility upgrades. Permit Sonoma officials said the county tried to balance speed and safety in rebuilding by streamlining permits, reducing fees, and helping residents rebuild to stronger standards, though they noted the loss of a major BRIC grant has slowed home-hardening outreach. Insurance advocate Amy Bach said wildfire risk reduction is increasingly influencing insurer behavior, with some companies offering discounts or more favorable treatment for Firewise communities and homes meeting wildfire-prepared standards. She urged continued funding for mitigation grants, better disclosure when insurers use aerial imagery to non-renew policies, and caution against removing wildfire coverage from standard homeowners policies. No formal votes or legislative actions were taken in the hearing; it was an informational discussion intended to gather testimony and policy recommendations.