Video & Transcript Research : 'predictive models'

Page 38 of 449
WY

Wyoming 2026 Regular Session

House Appropriations Committee, February 17, 2026

Appropriations

Transcript Highlights:
  • Uh, second, consistent, predictable policy.
  • Uh second, consistent predictable them.
  • Second, consistent, predictable policy.
  • And all of our models recreation use.
  • And all of our models are<01:03:06.079> made<01:03:06.240> in-house.
Bills: HB0150
MN

Minnesota 2025 1st Special Session

House Transportation Finance and Policy Committee 2/17/25

Transportation Finance and Policy

Transcript Highlights:
  • Although the speaker cannot predict the future, they think it is a fairly low risk that the fifth and
  • Although the speaker cannot predict the future, they think it is a fairly low risk that the fifth and
  • Although the speaker cannot predict the future, they think it is a fairly low risk that the fifth and
  • Although the speaker cannot predict the future, they think it is a fairly low risk that the fifth and
  • Although the speaker cannot predict the future, they think it is a fairly low risk that the fifth and
NM

New Mexico 2025 Regular Session

IC - Investments and Pensions Oversight Oct 8th, 2025

Investments & Pensions Oversight Committee

Transcript Highlights:
  • lost a lot of money in the market decline of 2007 and 2008, shortly thereafter, they also had been predicting
  • Are predictable and positive. Thank you.
  • The analogy I've been using is that artificial intelligence is like going from the Ford Model T to a
  • The CNN boot camp just kicked off, but it's a model that you can copy and paste at San Juan and Doña
  • So instead of needing 500,000 chips to run a large language model that has limited societal utility,
WY

Wyoming 2026 Regular Session

Joint Education Committee, June 1, 2026 - AM

Education

Transcript Highlights:
  • <00:36:43.520> like indicators in those models like indicators in those models like graduation
  • <00:36:56.120> for robust school accountability model for robust school accountability model
  • accountability model. accountability model.
  • We intend to bring forward some changes to the accountability model.
  • We intend to bring forward some changes to the accountability model.
Keywords: 916, all
CA
Transcript Highlights:
  • and is not being... ...where all the data stays in the model and is not being used to train the model
  • Innovation requires public trust and market predictability to thrive.
  • It's a prediction. It's based on inference.
  • If you study their revenue models, which are subscription-based revenue models, the only way these IPOs
  • If you study their revenue models, which are subscription-based revenue models, the only way these IPOs
Summary: The committee heard several bills focused on artificial intelligence, child safety, mental health, and privacy. SB 574 by Senator Umberg would require transparency and human oversight when attorneys, judges, and court neutrals use AI; it drew support from privacy advocates and committee members, with no opposition. SB 1276, the End Child Exploitation Act, would update child sexual exploitation laws to cover live-streamed and AI-generated abuse material and clarify that viewing such content can be criminally punishable; prosecutors, child advocacy groups, and others supported it, while no one appeared in opposition despite opposition on file. SB 813 would create a California AI standards and safety commission and a voluntary two-tier certification framework for AI safety standards; supporters said it would create scalable, independent oversight, while TechNet and CalChamber opposed it as duplicative, under-defined, and likely to create a de facto mandate. The committee discussed market pressure, federal preemption concerns, and the role of voluntary standards, but no final vote was taken in the excerpt. Senator Padilla also presented SB 300, which would strengthen protections for minors from sexually explicit chatbot content by moving from a reasonableness standard to an affirmative duty to prevent such exposure and to prohibit facilitation. Supporters said new evidence showed greater risks and that companies can and should build stronger safeguards; opponents, including TechNet and CCIA, argued the bill was premature because SB 243 had only recently taken effect and warned it could create strict-liability-like exposure. Padilla then presented SB 903, which would bar AI chatbots from being advertised as therapists, require licensed clinician oversight and informed consent for AI use in psychotherapy, and protect patient confidentiality; it received broad support from mental health professionals and labor groups, while industry and health associations were opposed unless amended over triage and crisis-detection language. The committee members emphasized the need for human judgment in mental health care and noted ongoing negotiations on amendments. The committee also heard SB 1119, a companion to AB 2020, which would require annual risk assessments, crisis-response protocols, default child settings, parental controls, limits on data use, public incident reporting, and third-party audits for chatbots used by children. Supporters argued the bill would address documented harms and improve transparency, while industry groups objected to ambiguous standards, liability exposure, and the private right of action. A roll call vote was taken on SB 1119 after quorum was established; the motion to pass to Appropriations succeeded on a 5-1 vote, with one no vote and the measure left on call for absent members. Finally, SB 354, a privacy bill for insurance consumers, would modernize outdated insurance privacy rules, bar sale of personal information, and expand consumer rights to know, correct, and delete data. Supporters said it would implement Proposition 24’s privacy mandate, while a large coalition of insurers, agents, brokers, and related businesses opposed unless amended, mainly seeking a small-business exemption and narrower treatment of publicly available information; members and the author said negotiations were ongoing and the bill had already been substantially revised.
NM

New Mexico 2025 Regular Session

IC - Legislative Health and Human Services Oct 6th, 2025

Legislative Health & Human Services Committee

Transcript Highlights:
  • How do we have a better scientific model here, or use a scientific model to really get these variables
  • That was the Michigan. model.
  • predicted that this would happen.
  • There's enough redundancy in medicine that we talk about the cheese holes and cheese model, reasons model
  • At the top, we're supporting training on the eSIM model, the Sequential Intercept Model.
LA

Louisiana 2026 Regular Session

Appropriations May 26th, 2026

Appropriations

Transcript Highlights:
  • We're going to look at the appropriation and then do our forecasting model in reverse so that we open
  • The way we had looked at this and the national models for critical— The way we had looked at this and
  • the national models for critical incident review teams is that, and the way that we read this is the
  • an additional 18 welfare specialists plus a supervisor, three of those, to address what you're predicting
  • So,” what you're predicting to be the caseload.
Summary: The House Appropriations Committee met on May 26, 2026, and first took up Senate Bill 433, which would provide Medicaid coverage for certain weight-loss medications. After adopting a House amendment adding customary subject-to-appropriation language, the committee heard from LDH Secretary Bruce Greenstein, who said the state currently spends about $240 million a year on GLP-1 drugs for Medicaid patients with obesity and certain other conditions, and that the bill would let the department expand coverage gradually while controlling costs and negotiating better pricing. Members spoke in strong support, and SB 433 was reported favorable as amended. The committee then considered Senate Bill 157, which creates paid parental leave for eligible public K-12 educators and staff. An amendment was adopted to adjust fund language and make the bill proper for Appropriations. Senator Jenkins and supporters, including the Louisiana Federation of Teachers, described the bill as providing six weeks of paid leave for birth, adoption, fostering, and related family-building events, while members discussed whether medical leave should also be included and confirmed the leave applies to fathers as well. The bill drew broad support and was reported favorable as amended. Senate Bill 250, requiring the Office of Group Benefits to offer a comprehensive weight management plan with employees paying the full premium and medication costs, was briefly discussed and reported favorable without objection. The committee then spent considerable time on Senate Bill 237, a child welfare measure from Senator Barrow that would expand notification, access, and investigative procedures for the Child Ombudsman and DCFS, including child-on-child sexual abuse cases and multidisciplinary fatality reviews. Members and agency officials debated the fiscal note, with estimates ranging from about $525,000 to $3.2 million and disagreement over whether some costs were already covered or could be absorbed; after a roll call, the bill passed 10-9 and was reported favorable as amended. Finally, the committee began Senate Bill 155, which requires insurance coverage for medically necessary dental care tied to cancer treatment. Senator Talbot and medical and cancer advocacy witnesses said the bill would remove a barrier to timely chemotherapy or radiation and could prevent more expensive complications later. Members expressed support and discussed a relatively small fiscal note, but the transcript cuts off before final action on the bill.
WA

Washington 2025-2026 Regular Session

House Capital Budget Dec 4th, 2025

Transcript Highlights:
  • generally is the main issue when it comes to working with state contracts is that the reimbursement model
  • And I think we also heard from you, just the lack of predictability and understanding of what to expect
  • to them, and if you look at the student space allocation, it's still based on more of a junior high model
  • So not every district gets the full benefit because many have switched to a middle school model, or maybe
  • This gives them better predictability and locks in that funding early, so when they do go out to their
Summary: The Capital Budget Committee heard presentations from the Department of Commerce, the Recreation and Conservation Office (RCO), and a consultant on the School Construction Assistance Program (SCAP) study. Commerce officials described their agency’s role in housing, energy, local government, broadband, and other capital programs, and reported on a $5 million pilot under Senate Bill 5200 that used trusted community messengers and technical assistance to help historically excluded organizations prepare for capital funding. They said 18 organizations received direct support and 79 smaller projects were also funded, but emphasized that statutory match rules, reimbursement-based payments, site-control requirements, insurance and audit costs, and extensive contracting rules remain major barriers. Commerce outlined efforts to expand outreach, digital modernization, internal contracting improvements, tribal MOUs, and innovation centers, and members asked about small business support, housing program placement, and outreach to Eastern Washington and communities of color. RCO described its grant programs for recreation, conservation, education, and salmon/orca recovery, and reviewed equity work done before and after a 2021-23 proviso. The agency had already created a small-communities carve-out in youth athletic facilities, piloted stipends for advisory committee members, and reduced match requirements where allowed. Under the proviso, RCO completed an equity review and a planning program that funded 54 projects across 34 counties, with many applicants being new or long-absent grantees. Staff said the review led to changes in scoring criteria, clearer application guidance, more objective data measures, expanded technical assistance, and targeted community engagement. Members asked about application burden, project sizes, outreach, and how the agency is broadening participation and representation on advisory committees. The final presentation summarized a planning study on SCAP, which examined rising construction costs, fragmented grant programs, local funding barriers, and uneven district capacity. The report recommended nine major changes, including stronger planning support, a new minor-modernization category, a mechanism to use unused funds more quickly, an education-specification prototype, a SCAP enhancement program for low-capacity districts, acceptance of non-SCAP funds, phased modernization, streamlined D-form and reimbursement processes, and revisions to the SCAP formula to better account for grade-band differences, enrollment projections, and regional cost factors. Additional recommendations included ongoing monitoring and evaluation, facilities-impact reviews, matching SCAP increases to construction-cost inflation, earlier locking of funding estimates, flexible program spaces, and updated statewide building-condition assessments. No votes were taken during the meeting.
US
Transcript Highlights:
  • From 2017 to 2019, the U.S. built a thriving economy that was a model for the rest of the world.
  • And based on their warnings, it fell to Congress. off the dangers that the scientists had predicted.
  • at doing its job, now we're into stage three where the chickens come home to the family and the predicted
  • change, damaging insurance markets, imperils the largest asset class on the planet, real estate. and predicts
  • If you get that, it's hard for businesses to even follow what is the predictability and certainty about
Summary: The meeting convened to consider the nomination of Mike Falkender for the position of Deputy Secretary of the Treasury. During the session, multiple members voiced concerns regarding current economic policies under the Trump administration, particularly around inflation, tariffs, and the impact on small businesses. Discussions frequently centered on the administration's approach to tariffs and taxation, and how these factors contribute to the rising cost of living and potential job losses. Additionally, the importance of bolstering government-to-government relationships with tribal nations was emphasized, highlighting the need for specialized offices focused on tribal affairs within the Treasury Department.
US
Transcript Highlights:
  • innovation, a lot less productivity, and we would have a worsening economy that I would not want to predict
  • when he said that, I thought that was kind of an unusual thing to say, but if you think of it as a prediction
  • I predicted it at the time. Larry Summers on the Democrat side predicted it at the time.
  • Unless you follow that model, you cannot, under the Constitution, make a federal law.
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Higher Education Jun 21st, 2026 at 01:00 pm

Joint Committee on Higher Education

Transcript Highlights:
  • Our proposed financing structure, while new for higher education, is modeled on a proven and successful
  • We modeled it.” “That we modeled it after something that already exists.
  • Even worse, experts predict that the commercial real estate market won't absorb newly completed space
  • This legislation creates something that we rarely see in construction: a predictable pipeline of work
  • There's a different model.
Keywords: 995, all
Summary: The Joint Committee on Higher Education held its second public hearing of the 194th General Court on capital investments in higher education, focusing primarily on H.54, the Bright Act, along with H.1426/S.949 on green and healthy public colleges and universities and deferred maintenance, and H.1424 on capital investment in Gateway Cities. Chairs and administration officials framed the hearing as a response to aging campus infrastructure, climate goals, workforce needs, and federal pressures on higher education, and explained that testimony would be taken from pre-registered speakers in person and virtually. University of Massachusetts leaders strongly supported the Bright Act, describing large deferred maintenance backlogs, aging buildings, and the need to decarbonize campuses while modernizing research and teaching facilities. UMass officials said the bill would help keep tuition and fees lower by reducing the need for campuses to finance capital work themselves, and argued that the investments would improve competitiveness, support research, and create construction jobs. Governor Healey, Lieutenant Governor Driscoll, Secretary of Education Tuttweiler, and Secretary of Administration and Finance Gorzkowicz also backed the bill, saying it would leverage Fair Share surtax revenues for a proposed $2.5 billion in campus investments plus additional targeted grants, and that it would support affordability, economic growth, and climate resilience. Committee members asked about the balance between deferred maintenance and decarbonization, the role of grant programs versus direct spending, the impact on tuition and fees, and how the plan would help campuses respond to federal cuts such as NIH and NSF funding. Administration officials said the proposal was designed to be phased in quickly, with some projects ready to start immediately and others taking longer, and that the grant programs would be structured to include all campuses equitably. They also said the plan would build on an existing financing model similar to the Commonwealth Transportation Fund and could help campuses avoid future tuition increases tied to capital costs. Additional testimony came from MassBay Community College, where President David Podell and recent nursing graduate Deanna Cavazos described the benefits of a new Framingham campus building and said community colleges need modern labs, better planning capacity, and deferred maintenance support to serve the enrollment growth from MassReconnect and MassEducate. State university leaders, including President Mary Grant, President Linda Thompson, and President John Keenan, said their campuses face outdated classrooms, insufficient electrical capacity, and aging facilities, and urged passage of the Bright Act as a long-overdue investment in student success and workforce preparation.
US

US Federal 2025-2026 Regular Session

US House Floor Proceedings (Tuesday, June 3, 2025)

US Federal House Floor Meeting

Transcript Highlights:
  • Whether in participates in the model UN.
  • <03:47:40.640> The stability and predictability. The stability and predictability.
  • Business Predictability in Small Business Opportunity<03:51:49.160> Act.
  • And one of our model comes back.
  • And one of our the model alignment.
NM

New Mexico 2026 Regular Session

Other - PSCOC Apr 22nd, 2026

Public School Capital Outlay Oversight Task Force

Transcript Highlights:
  • We predict that in about six months they may come for High School.
  • We predict that in about six months they may come for a construction funding request.
  • We 2020 that don't fit the career technical needs of today's just our educational model.
  • That makes it hard for us to predict whether or not we can fund other projects across the state.
  • That makes it hard for us to predict whether or not we can fund other projects across the state.
CA
Transcript Highlights:
  • Most typically what we've seen in history has been around 30 to 40%, but our model suggests that the
  • The reality is that, of course, we cannot predict the future with any kind of precision, but what we
  • Where do we benchmark, essentially, our modeling to say?
  • the 90th percentile and so going forward, essentially what this means is that when I talk about our model
  • So in the top part of the figure we're showing you that exact model estimate and we we have estimated
Keywords: 988, house, all
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Community Development and Small Businesses Jun 21st, 2026 at 01:00 pm

Joint Committee on Community Development and Small Businesses

Transcript Highlights:
  • The school-centered... ...models centering schools in action.
  • This is a proven model. The evidence is deep.
  • What is the prediction there if this becomes available?
  • What is the prediction there if this becomes available?
  • That's why we're very excited about the promise of the ENOUGH model.
Keywords: 995, all
Summary: The Joint Committee on Community Development and Small Business held its final hearing of the session on H. 5187 and S. 3022, the Enough Act, with Chair Andy Vargas and Senator Adam Gomez opening by thanking committee members and stakeholders for their work during the session. The bills were described as a grant-based, place-based anti-poverty initiative intended to support cradle-to-career services by funding local nonprofits, schools, community organizations, and backbone entities that can coordinate housing, education, health, workforce, and family supports in high-poverty neighborhoods. Testimony was overwhelmingly in support of the bills. Speakers including Strategies for Children, Chelsea Public Schools, Bunker Hill Community College, Senator Sal DiDomenico, Rep. Kate Lipper-Garabedian, Rep. Antonio Cabral, the Harlem Children’s Zone’s Kwame Owusu Kesse and Jeffrey Canada, former Education Secretary Paul Reville, AFT Massachusetts, United Way, the Boston Foundation, Give Black Alliance, Eastern Bank Foundation, and others argued that poverty is a systems issue that schools alone cannot solve. They emphasized the need for local control, community voice, coordinated services, and long-term public-private investment, often citing examples from Chelsea, New Bedford, Springfield, Lowell, Boston, and other communities, as well as the Harlem Children’s Zone and Maryland’s similar model. Committee members asked several questions about how the bill would function in practice, including what organizations would do on day one, how it would interact with existing efforts like community schools, McKinney-Vento, and the Student Opportunity Act, and how it would be sustained over time. Witnesses said the act would help create or strengthen backbone organizations, reduce duplication, align existing resources, and leverage philanthropy and future revenue sources for long-term sustainability. No vote was taken during the hearing, but multiple speakers urged the committee to report the bill favorably and quickly.
OK
Transcript Highlights:
  • That we had told people, hey, do not plan on making this part of your business model.
  • If we can help them in their business model, right?
  • Then it would be my prediction sometime right around the start of the session with a new governor coming
  • And what we do know, and I give you the data on it, providers who are following the value-based model
  • Thank you, but On the value-based models and implementation for providers, I think one of the pieces
Keywords: 914, all
MS

Mississippi 2026 Regular Session

Medicaid - Room 216, 4 February, 2026; 2:00 PM

Medicaid

Transcript Highlights:
  • based on only 40 members in the model. based on only 40 members in the model.
  • and that seems to be the revenue model and that seems to be the predominant<00:47:51.440> model
  • states I think have move to that model states I think have move to that model and<00:47:59.119><
  • based off of if and when we could stabilize the distribution model, and the distribution model being
  • But when that tax model, or when that supplemental payment model, blew up, the tax model to pay for it
Summary: The committee heard presentations on several Medicaid-related topics. First, a pharmacy representative discussed nonopioid pain medications as a way to reduce opioid dependence and overdose risk, emphasizing that options such as acetaminophen, NSAIDs, and topical diclofenac can be useful for pain management. She cautioned that nonopioids can still have risks and said any policy should avoid requiring patients to step through opioids before accessing safer alternatives, while still allowing reasonable step therapy among nonopioid options. The presenter said the goal is to keep patients from being pushed toward opioids by cost or insurance design. The committee also heard emotional testimony from parents of a child with Prader-Willi syndrome, who described the condition as a rare genetic disorder that causes severe, lifelong hyperphagia and requires rigid supervision and ongoing treatment. They argued that alternative funding programs can disrupt access to medically necessary drugs such as human growth hormone, forcing families into costly and uncertain coverage gaps. They asked lawmakers to ensure insurance coverage remains stable for rare disease patients and thanked Senator Blackwell for prior support of rare disease legislation. Next, a Livanova representative urged the committee to support higher Medicaid reimbursement for vagus nerve stimulator surgery for drug-resistant epilepsy. He said inadequate hospital reimbursement has reduced access in Mississippi, causing patients to travel long distances or go without treatment, and argued that better reimbursement would improve outcomes and save money over time. He cited studies showing seizure reductions, lower ER use, and a projected $2.8 million in five-year savings for Medicaid based on 40 patients, and asked that hospitals be reimbursed at 100% of Medicare rates for the procedure codes. Finally, a Medicaid official gave a broad overview of hospital payment structure, including fee-for-service, managed care, MHAP, DSH, UPL, provider taxes, and related funding mechanisms. She explained that hospital payments are interrelated and have shifted over time, with major changes tied to managed care, MHAP/UPL increases, and provider taxes. At the end of the discussion, the committee was running short on time and asked her to skip ahead to the provider tax component; no votes or formal actions were taken in the portion provided.
MA

Massachusetts 2025-2026 Regular Session

Senate Session (Full Formal with Calendar) Jun 21st, 2026 at 12:00 pm

Massachusetts Senate Floor Meeting

Transcript Highlights:
  • Number one, is the current bill that is before the Senate based on a model act that was proffered by
  • some entity that is usually charged with developing model or template legislation for the states?
  • Number one, is the current bill that is before the Senate based on a model act that was proffered by
  • some entity that is usually charged with developing model or template legislation for the states?
  • So there is a model; we have made that change.
Keywords: 995, all
Summary: The Senate opened with the Pledge of Allegiance and a ceremonial welcome for the Duxbury Bay Maritime School crew team, which was congratulated for winning the 2025 Massachusetts Public School Rowing Association spring championship. The chamber also adopted several congratulatory resolutions honoring Eagle Scouts Henry Skolsky, Gregory de Rochman, Colin Bauker, and Gabriel Bennett. The Senate then took up and passed two sick leave bank bills for Massachusetts Department of Transportation employees: House No. 4104 for Daniel Yender and House No. 4161 for Mark Kratman. It also ordered a series of other calendar items to third reading without debate. The chamber later considered Senate No. 2550, the Uniform Child Custody Jurisdiction and Enforcement Act, with Senator Preen explaining that the bill would align Massachusetts with other states, reduce forum shopping, and better protect left-behind parents; the bill was amended by Ways and Means, ordered to a third reading, and passed to be engrossed by a roll call vote of 39-0. The Senate next took up Senate No. 2551, the Debt Collection Fairness Act. Senator Eldridge described provisions to raise garnishment protections, lower post-judgment interest rates, prohibit imprisonment for consumer debt, and shorten the statute of limitations on debt collection, while noting support from consumer advocates and the Attorney General. After adopting a technical Ways and Means amendment, the Senate ordered the bill to a third reading and passed it to be engrossed by roll call vote. The chamber also adopted committee reports placing Senate Bills 137 and 1034 on the Orders of the Day and advanced a Ways and Means-recommended substitute draft for a bill on police interactions with people with autism spectrum disorder. The session adjourned in memory of Mark Sullivan.
TX

Texas 89th 2nd C.S.

Natural Resources Feb 10th, 2026

Natural Resources

Transcript Highlights:
  • Most William Hutchinson: Groundwater models therefore are not like weather forecasting models.
  • That and the models.
  • One of them is a nine-layer model, one's an eight-layer model, I think.
  • to calculate modeled available groundwater.
  • The model? Yeah, right. So the model's just wrong. So we are using an older model.
Keywords: 1184, house, all
WA

Washington 2025-2026 Regular Session

House Local Government Jun 11th, 2026 at 01:30 pm

Local Government

Transcript Highlights:
  • The model code used was from the California temporary emergency...
  • The model code used was from the California temporary emergency shelters appendix.
  • This one is embedded right in the model code, so it's amending section 1208 in the International Building
  • regulate it, but we are not provided the appropriate revenue tools, permanent service authority, predictable
  • climates. ...but we are not provided the appropriate revenue tools, permanent service authority, predictable
Keywords: 904, all