Video & Transcript Research : 'predictive models'
Page 60 of 450
MN
Transcript Highlights:
- And these models were based on productivity, and that's what competitive employers look for.
- And these models were based on productivity, and that's what competitive employers look for.
- And these models were based on productivity, and that's what competitive employers look for.
- And these models were based on productivity, and that's what competitive employers look for.
- than adults who are subject predictive than adults who are subject only<01:15:51.160>
to <01:15
KY
Kentucky 2025 Regular Session
Consensus Forecasting Group (12-16-25)
Transcript Highlights:
- And this is largely because the MAC model relies on the withholding model.
- REMA model.
- uh ARMA models don't diverge wildly. uh ARMA models don't diverge wildly.
- Of course, each of those is a blended model. I have two structural models.
- models, but this time there's very little variation between time series models and structural models
Summary:
The meeting focused on reaching consensus on official Kentucky revenue estimates for fiscal years 2026 through 2028, using updated S&P Global economic forecasts compared with the September presentation. Staff explained that the updated forecast relied partly on alternative data because of the federal government shutdown, and they walked through changes in national and Kentucky economic assumptions across control, optimistic, and pessimistic scenarios. The control forecast was described as slightly more optimistic in the near term but more cautious in fiscal 2027 and 2028, with GDP growth revised up for the current year and down somewhat in the outer years. The pessimistic scenario now assumed a two-quarter recession beginning in the current quarter, while the optimistic scenario was given a higher probability weight than before.
The presenters highlighted several Kentucky-relevant variables that changed since September, including weaker manufacturing employment, weaker housing starts, weaker consumer sentiment, and lower expected non-farm employment in fiscal 2026. At the same time, wage and salary disbursements were revised upward in fiscal 2027, reflecting higher disposable income from tax changes, and real consumer spending was expected to be stronger in the near term. They also discussed assumptions about tariffs, business profits, the Federal Reserve, unemployment, oil prices, retail sales, vehicle sales, exports, and consumer sentiment, noting that some indicators were little changed while others shifted materially. Consumer sentiment was attributed to affordability concerns, tariff impacts, and a general sense of malaise, but was expected to improve in later years from a low base.
Members asked follow-up questions about why the forecast worsened in later years and about the consumer sentiment assumptions. Staff responded that the forecast assumed larger take-home pay and refunds from tax withholding changes, along with some easing of tariff effects, which they believed would help offset a negative wealth effect from stock market declines. They also noted that S&P Global’s December forecast, which had already been published, was essentially consistent with the presentation and that the firm believed its earlier assumptions had tracked recent data well. No vote or final action was recorded in the portion provided, but the discussion was aimed at settling the revenue estimates that will underpin the upcoming branch budget bills.
MN
Transcript Highlights:
- This methodology used prior to the 2024 legislative session used a labor microsimulation model predicting
- <00:04:24.120>
uh <00:04:24.280>predicting micro simulation model uh predicting micro - simulation model uh predicting worker<00:04:25.000>
leave <00:04:25.280>behavior <00:04 - Should they rely on the microsimulation model from the Department of Labor?
- The microsimulation model was called the Workers Plus model, and it was really resource-intensive for
Bills:
HF3
MN
Minnesota 2025-2026 Regular Session
Committee on Health and Human Services - 02/25/26
Health and Human Services
Transcript Highlights:
- This year, those rates were 47% lower in large part because of some of the predicted changes that the
- or because of some of the predicted or because of some of the changes<00:08:22.400>
that <00:08 - So our fourth initiative is looking at creating regional care models again that improve whole person
- <01:40:14.000>
is component of our financial model is component of our financial model is - It's a unique model where you have the county... something, something, do<01:42:12.480>
you <01
WY
Wyoming 2026 Regular Session
House Minerals, Business & Economic Development Committee, February 20, 2026
Minerals, Business & Economic Development
Transcript Highlights:
- <00:41:31.440>
As predictability for operators. As predictability for operators. - Um, I've tried to work this and model it after our liquor license laws, which I, as I mentioned, are
- Um, I've tried to work this and model it after our liquor license laws, which I, as I mentioned, are
- Um, I've tried to work this and model it after our liquor license laws, which I, as I mentioned, are
- <00:47:05.599>
it I've tried to to work this and model it I've tried to to work this and model
Keywords:
pari-mutuel wagering, simulcasting, historic horse racing, HHR terminals, horse racing, gaming commission, Wyoming Gaming Commission, local control, city approval, county approval, municipal approval, permit renewal, gaming permit, wagering regulation, racetrack, live pari-mutuel event, district court appeal, public notice, land use, public safety
OK
Oklahoma 2026 Regular Session
House of Representatives Second Regular Session of the 60th Legislature Day 44 Morning Session Apr 21st, 2026 at 09:30 am
Oklahoma House Floor Meeting
Transcript Highlights:
- to show kindness and professionalism to me even in our current situation that I could have never predicted
- Your voice is solid, and you are a role model for so many.
- You know, I have given up trying to predict what this governor will do.
Bills:
HB4028, HB4075, HB4077, HB4074, HB4076, SB1221, SB1921, SB2118, SB1932, SB2134, HCR1025, SB1432, HCR1024, HCR1022, SB1122, HB4029, HB4063, HB4073, HB4078, SB1936, SB44, SB237, SB248, SB1360, SB985, SB1204, SB1239, SB1307, SB2143, SB1428, SB1390, SB1400, SB1405, SB1732, SB1832, SB1859, SB1989, SB2018, SB1427
Keywords:
tax deduction, venture capital, economic development, Oklahoma, investment, water resources, appropriations, funding, state treasury, infrastructure projects, emergency act, emergency management, disaster relief, pandemic response, state appropriations, HB4074, Health Care Workforce Training Commission, Health Care Workforce Revolving Fund, health workforce, health care workforce
NM
New Mexico 2025 Regular Session
IC - Science, Technology and Telecommunications Nov 12th, 2025
Science, Technology & Telecommunications Committee
Transcript Highlights:
- There was a report that came out yesterday; DNV predicted that the average household energy costs in
- And these are not predictable. Okay, moving on to slide 11. So why are distribution costs rising?
- The second thing to think about would be to simplify the sustainable building tax credit and maybe model
UT
Utah 2025 Regular Session
Public Utilities, Energy, and Technology Interim Committee - November 19, 2025
Public Utilities, Energy, and Technology Interim Committee
Transcript Highlights:
- piloting these programs are doing so without engaging in political conversations and debates about the predictable
- negative consequences they will bring... ...conversations and debates about the predictable negative
- As we've done this, we've had to create new models of thinking about how you look at this technology.
- As we've done this, we've had to create new models of thinking about how you look at this technology,
CA
California 2025-2026 Regular Session
Assembly Select Committee on Domestic Violence Jul 8th, 2025
Transcript Highlights:
- Research shows that domestic violence is predictable.
- And if it’s predictable, therefore it’s preventable. The lethality assessment can really help.
- And that’s what I love about the Family Justice Center model, because when you leave, when I left years
- The Family Justice Center model means you come in, you share your story one time, and you get connected
Summary:
The committee met to discuss domestic violence with a focus on teen dating violence, healthy relationships, and the impact of technology on abuse. Chair Blanca Rubio opened by describing the urgency of the issue, including a recent teen murder in her district tied to domestic violence, and emphasized that restraining orders alone do not prevent abuse. The first panel featured Janica Morin Pasquale and Taylor Stone Mill, who described warning signs in teens such as constant monitoring through phones and social media, isolation from friends, jealousy normalized by online content, and control through gifts, food delivery, and access to passwords or tracking apps. They stressed that many teens do not tell parents, that parents often miss the signs, and that prevention should begin early and be reinforced in schools, homes, and youth activities. They also cited resources such as Love Is Respect, One Love, and Take It Down, and urged consistent funding and implementation of the California Healthy Youth Act rather than one-time lessons.
The second panel shifted to the effects of domestic violence on children and the systems that respond to them. Joyce Blue of the Sacramento Regional Family Justice Center described the center’s wraparound services, including forensic interviews, legal help, housing support, child therapy, and high-risk response, and highlighted the prevalence and danger of strangulation, including cases with no visible injury. She explained that domestic violence is about power and control, that children often normalize abuse, and that safety planning must accompany restraining orders. Susie Flores of Inner Circle Children’s Advocacy Center explained the multidisciplinary forensic interview model used for child abuse cases, gave examples of severe abuse involving children exposed to domestic violence, and noted that many centers are overwhelmed by caseloads. She stressed the need for immediate trauma-informed services and more front-end intervention rather than waiting until long-term harm develops.
Dr. Pamela Tate of Black Women Revolt Against Domestic Violence and other members discussed the need to support not only victims but also the systems and educators who are expected to respond. Several members shared personal experiences with domestic violence, sexual assault, and family trauma, and raised concerns about school implementation, immigrant families’ fear of reporting, and the need to address abusers’ behavior and trauma as well. The discussion also touched on statute of limitations issues, with panelists saying memory and trauma can delay disclosure for years and that rigid deadlines can prevent justice. No votes were taken; the meeting was informational and ended with members expressing support for continued collaboration, prevention funding, and stronger implementation of existing law.
NM
New Mexico 2025 Regular Session
IC - Legislative Finance Jun 26th, 2025
Transcript Highlights:
- On page 19, As MOU amounts are not set formulaically, a formula-driven process could create more predictable
- Um, how many voters and, and when we're trying to predict voter turnout too.
- is that, you know, we're, so the way, the way Colorado does it, frankly, I think is a really good model
- Um, because they just like to do that, um, so, um, that would, I, I think be a good, uh, a, a model that
FL
Florida 2025 Regular Session
February 13, 2025 - 09:00 AM
Transcript Highlights:
- So my question is just: Are there any thoughts around our current funding model, and what changes do
- So my question is just, are there any thoughts around our current funding model and how and what changes
- Tuition is a more predictable revenue source, whereas year to year, depending on what the economic outlook
- is as far as what you could expect in state appropriations, we are better able to predict what our tuition
Summary:
The Higher Education Budget Subcommittee met to hear an overview of State University System finances from the Board of Governors and detailed budget presentations from Florida State University, the University of Central Florida, and the University of North Florida. The witnesses explained how university budgets are organized into fund categories such as education and general, contracts and grants, auxiliaries, local/designated funds, capital projects, and component units such as direct support organizations. They also described carry forward funds, the statutory reserve and spending-plan requirements, the PICO/HECO capital outlay process, and how universities use investment accounts, audits, and board oversight to manage restricted and unspent funds. The universities emphasized that most operating dollars are restricted to specific uses and that state support helps keep tuition low.
Members asked about differences in funding levels among institutions, especially why FSU receives more funding than UCF despite lower enrollment. Officials said preeminence funding, performance funding, and special legislative appropriations explain much of the difference, and the Board of Governors noted that Florida now has four preeminent universities, with UCF nearing that status. Questions also focused on what happens to unspent carry forward money, how it is invested, and whether the Board of Governors or Legislature can require funds to be returned; officials said the money is invested conservatively, subject to board and audit oversight, and can roll forward under a detailed spending plan, though the Legislature can change funding levels. The committee also discussed capital projects, with members asking about delays, inflation, and whether more projects should be phased or funded faster; witnesses said PICO funds remain with the state until needed and are reimbursed as construction proceeds.
A substantial portion of the discussion covered athletics, research, student fees, and endowments. The universities said athletics is generally expected to be self-supporting, though limited use of auxiliary or carry forward funds may be allowed for projects benefiting the broader student body. They also described the financial pressures from name, image, and likeness changes and new NCAA-related costs, and said institutions are planning for those changes now. On research, the universities explained sponsored research funding, indirect cost recovery, compliance obligations, and tech transfer, but did not provide specific commercialization revenue figures and said they would follow up. Members also asked about student fee increases, student input, counseling and wellness funding, and how housing costs affect affordability; the universities said student committees and boards review fees, and aid packaging is intended to keep student debt low. Endowments were described as being held in separate foundations/DSOs with independent investment committees and used mainly for scholarships, faculty support, and research.
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Labor and Workforce Development Jun 21st, 2026 at 10:00 am
Joint Committee on Labor and Workforce Development
Transcript Highlights:
- century old and it both assumes and rewards workers who have the benefit of working consistent, predictable
- century old and it both assumes and rewards workers who have the benefit of working consistent, predictable
- This model has been successful for over 100 years in the building trades, with the help of strong labor-management
- These dynamics present predictable challenges at the bargaining table, especially in the private sector
Summary:
The Joint Committee on Labor and Workforce Development held a hybrid public hearing with testimony on a wide range of labor, workforce, unemployment insurance, apprenticeship, disability services, farm labor, hospital staffing, and workplace harassment bills. Chairs Jake Oliveira and Paul McMurtry outlined hearing procedures, limited testimony to two minutes, and noted written testimony would be accepted after the hearing. Committee members and staff were introduced throughout the session as witnesses arrived in person or remotely.
A major portion of the hearing focused on unemployment insurance legislation. Greater Boston Legal Services, the AFL-CIO, and Rep. Joan Meschino supported bills to adjust UI eligibility for workers with fluctuating schedules and to streamline waivers and write-offs for non-fault overpayments, arguing the current system unfairly denies benefits or burdens workers who were not at fault. They also backed bills calling for more oversight and resources for the Division of Unemployment Assistance, citing persistent delays in benefit payments. NFIB opposed the UI changes, warning that the trust fund is headed toward insolvency and arguing the bills would worsen the system’s finances. Rep. Meschino and committee members emphasized that the proposals were meant to protect good-faith claimants and did not apply to fraud.
Another large set of bills addressed wages, workforce development, and working conditions. Testimony supported raising and modernizing direct care wages to address severe staffing shortages in human services and disability services, with advocates from the Massachusetts Developmental Disability Council, The Arc of Massachusetts, parents of adults with disabilities, and a direct care worker describing how low pay and turnover harm people needing support. The committee also heard support for apprenticeship-related bills from the AFL-CIO and the Carpenters, while Associated Builders and Contractors opposed mandatory apprenticeship ratios and urged changes to align them with licensing laws. Farm worker advocates supported a bill to raise farm labor standards, including minimum wage, paid breaks, and paid time off, while the Farm Bureau opposed parts of it beyond the minimum wage increase.
The hearing also featured testimony on workplace harassment training, overtime protections, hospital mandatory overtime, suicide prevention signage on construction sites, and a proposal to update the Massachusetts Medical Society’s mission language from “citizens” to “people.” Labor groups, educators, and compliance trainers strongly supported mandatory annual sexual harassment training, saying it would improve workplace culture and reduce harm. SEIU 1199 supported extending the hospital nurse mandatory overtime ban to the broader hospital workforce. Witnesses on the suicide prevention bill described personal losses in construction and recovery work and urged posting 988 information on job sites. The committee took no votes during the hearing; witnesses repeatedly asked for favorable reports, and members asked follow-up questions on UI calculations, apprenticeship ratios, small-business impacts, and emergency exceptions for hospital staffing.
MO
Transcript Highlights:
- The total global auction house market, this is auction houses, is predicted to reach $12.35 billion by
- House Bill 1892 provides clarity for the assessors and predictability for taxpayers and consistency across
- House Bill 1892 provides clarity for the assessors and predictability for taxpayers and consistency across
- I think from the experts that you've heard prior, clearly a 20-year model is more favorable to the people
CA
California 2025-2026 Regular Session
Joint Hearing Assembly Economic Development, Growth, and Household Impact Committee and Assembly Agriculture Committee Oct 24th, 2025
Transcript Highlights:
- These all have used these regional impact analysis models.
- definitely are going to be a source of concern for our sector, which is kind of very fluid as of now to predict
- are going to be a source of concern for our sector. and which is kind of very fluid as of now to predict
- any. sector and which is kind of very fluid as of now to predict any concrete outcomes from those changes
Summary:
The joint informational hearing of the Assembly Committees on Economic Development, Growth, and Household Impact and Agriculture, held at Fresno State, focused on cost pressures in California’s food system, household affordability, and the Central Valley’s role in agriculture. Opening remarks emphasized Fresno State’s regional importance, the Central Valley’s outsized contribution to food production, and the connection between agricultural health, food security, and the broader economy. Members also noted the impact of the federal shutdown on CalFresh benefits and the state’s efforts to respond with food assistance funding and National Guard support for food banks.
The first panel featured academic and policy experts who described agriculture’s economic importance in the San Joaquin Valley and the rising pressures on farms and households. Dr. Conduro highlighted agriculture’s large share of regional GDP, farm receipts, jobs, exports, and food manufacturing, while identifying water scarcity, SGMA-related land fallowing, labor shortages and rising labor costs, market volatility, invasive pests, and production cost inflation as major barriers. Caroline Danielson of PPIC said food prices remain about 30% above 2019 levels, food insecurity affects about 1.8 million California households, and nutrition programs such as CalFresh, WIC, and school meals are essential in reducing poverty, especially in the Central Valley. Susie Pryor of the Central California Small Business Development Center described technical assistance, capital access, and training for small food and farm businesses, while warning that reduced funding limits support for rural and immigrant entrepreneurs.
The second panel brought testimony from a small produce business owner, a food entrepreneur, and the Fresno County Farm Bureau. They said input costs for fertilizer, fuel, irrigation, labor, land leases, and compliance have risen sharply while commodity prices have remained flat or fallen, squeezing small farms and food businesses. Panelists stressed the need for small-batch processing facilities, local supply chains, education on food manufacturing compliance, land access for small farmers, and more pathways into agriculture through trade programs, community colleges, and FFA. Ryan Jacobson said California agriculture is facing a prolonged downturn, with farm bankruptcies, weak commodity prices, export-market uncertainty, water reliability problems, and costly ag-burning rules all contributing to financial strain. No formal votes or legislative actions were taken; the hearing was informational and concluded with discussion of possible policy solutions and continued engagement with stakeholders.
TX
Transcript Highlights:
- careful to advocate for legislation that is fair, balanced, reasonable, and leads toward a reasonably predictable
- I want to commend... ...and TLR, in particular, for its decades of excellent work to help foster a model
- We see other states are offering lower risk and a more predictable legal landscape.
- Other states have already been doing this to restore predictability in the marketplace and begin to..
Bills:
HB4806
Keywords:
civil action, damages, health care services, noneconomic damages, negligence, legal standards, 1184, house, all
NM
New Mexico 2025 Regular Session
House - Appropriations and Finance Jan 22nd, 2025
House Appropriations & Finance
Transcript Highlights:
- And this slide demonstrates that, at least under the worst-case scenario that we model, we don't have
- So I'm just curious how you look at climate change as a downside, and I know no one could have predicted
- reliant on the single source of income because while it's booming now, we just talked about it's predicted
- The non-recurring budget, in my prediction, is going to be where most of the action is.
MA
Transcript Highlights:
- There are ample recent models that already exist to make this happen, primarily from the COVID pandemic
- They've been doing this... ...so that they feel like they're creating this new model of collaboration
- So we can't predict where they would discharge to.
- Let us lift up these families in a way—I don't know— ...as a national model.
- Here in Massachusetts, we already have that model. We are the gold standard.
Summary:
The special legislative commission on the future of Pappas Rehabilitation Hospital for Children held a hybrid public hearing focused on the hospital’s future, admissions, staffing, infrastructure, and whether the facility should be preserved, expanded, or reimagined. Opening remarks from legislators, commissioners, parents, and union representatives emphasized that Pappas provides a unique combination of medical, rehabilitative, educational, and residential services for children with complex needs, and several speakers argued that the hospital is effectively being depopulated through reduced admissions and ongoing discharges despite public assurances that it remains open. Multiple speakers urged the commission to extend its authorization and continue its work before any closure or major change can occur.
Testimony from labor leaders, including AFSCME, SEIU Local 509, and the Massachusetts Nurses Association, described a “silent closure” in practice, with staff reporting confusion about the hospital’s status, declining census numbers, blocked admissions, and uncertainty about the workforce’s future. They called for immediate action to stop admission denials and unnecessary discharges, and some proposed short-term solutions such as temporary modular structures to address infrastructure barriers and allow admissions to resume. Parents and former patients testified that Pappas provided life-changing independence, specialized therapy, and campus-based supports that they said could not be replicated elsewhere, and they criticized alternative placements as inadequate.
Commissioner Robert Goldstein of the Department of Public Health said the administration supports keeping Pappas open and funded while the commission works, but he argued that admissions must comply with hospital-level-of-care rules and that the campus’s deteriorating infrastructure limits the kinds of children who can safely be served there. He said the department is continuing admissions for appropriate patients, working to expand outreach and services, and exploring long-term options, including broader statewide models of care. Commissioners pressed him on whether discharge status or lack of a clear discharge plan had been used as a barrier to admission, and requested de-identified data on patients recommended for admission but denied. No formal votes were taken during the hearing.
NM
New Mexico 2025 Regular Session
IC - Legislative Finance Jun 24th, 2025
Transcript Highlights:
- One big part of these plans is what's called a logic model, a simplified version of which you'll see
- If we look at Mississippi and their model in literacy.
- To really study that and if, just like the Mississippi model, if we have a model that's working at some
- And then, I guess, are you looking at the Mississippi model and what things from that model that we dropped
- The model and support schools in regard to structured literacy is one way to get started at that.
CA
California 2025-2026 Regular Session
Assembly Housing and Community Development Committee Jun 10th, 2026
Transcript Highlights:
- Over the past 10 years, in collaboration with the Blue Sky Consulting Group, we have built models that
- The models we have built are similar to what SB 457 would require HCD to build.
- For our purposes, the value of these models comes from the fact that they use data on past construction
- Obviously, many decisions will need to be made about how exactly a model like this would fit into the
- I believe this type of model, while novel, is no more complex than the transportation and land use models
Summary:
The Assembly Housing and Community Development Committee heard several housing-related bills. SB 457 would direct HCD to develop statistical formulas based on historical development data to help cities complete housing element site inventories, with the author and supporters arguing it would make RHNA compliance more realistic and less costly; the California Building Industry Association opposed, and the bill was later approved on a 7-1 vote. SB 904 would codify and expand wildfire-rebuilding coordination and reporting practices used after recent fires, with supporters saying it would speed recovery and opponents questioning the need for additional reporting; it passed 11-1. The committee also took up SB 1091, which would create a state acquisition-and-preservation program for unsubsidized affordable housing to prevent displacement; it drew broad support from housing and tenant groups and passed 9-1, with members emphasizing preservation as a key housing strategy.
Members also considered SB 1267, which would require EV charger installers in common-interest developments to indemnify associations during installation and make homeowners responsible for costs arising from use of privately owned chargers. The bill was presented as a follow-up to prior HOA-related EV charging legislation, with support from HOA, EV, and climate groups and opposition from the California Association of Realtors pending amendments; it passed 10-0. SB 1117 would clarify that ADU impact fees above the 750-square-foot exemption are charged only on the portion above that threshold, not the entire unit, and supporters said it would remove a fee cliff that discourages slightly larger ADUs. Cities, special districts, and fire agencies opposed or opposed unless amended, citing infrastructure funding concerns, but the bill passed 10-0 after extensive debate.
The committee also heard SB 1361, which would prevent local governments from taking actions to avoid SB 79 transit-oriented housing requirements at existing or planned transit stops. Supporters from L.A. Metro, labor, and housing groups said it would protect transit investments and jobs, while the City of Burbank opposed; the bill passed 9-0. Two consent items, SB 722 and SB 1426, were approved without discussion. Throughout the hearing, members repeatedly stressed the goals of streamlining housing production, preserving existing affordable homes, and reducing barriers to rebuilding and transit-oriented development.
CA
California 2025-2026 Regular Session
Assembly Housing and Community Development Committee Apr 24th, 2025
Transcript Highlights:
- It's a good model.
- Their counties would have to, they have to show their model.
- So the folks that have housing as a profiting model will also benefit from a model that includes social
- A profiting model will also benefit from a model that includes social housing.
- I struggled until I found chosen family and role models who took me in and guided me.
Summary:
The committee first heard AB 1157, the Affordable Rent Act, which would lower California’s annual rent cap, remove the single-family home exemption, and eliminate the sunset on existing tenant protections. The author and supporters argued that renters are facing severe affordability pressures, especially in single-family rentals, and that stronger statewide rent stabilization is needed to prevent displacement and homelessness. Opponents, including apartment, building, and property-owner groups, said the bill would discourage housing production, harm small landlords, and override a deal they said was intended to be temporary while the state focused on building more housing.
Public testimony on AB 1157 was extensive, with many renters, tenant advocates, labor groups, and community organizations speaking in support, while many landlords, business groups, and property-owner representatives spoke in opposition. Committee members were split: some praised the bill as a necessary response to the rent crisis, while others warned it could reduce investment and worsen the housing shortage. The committee ultimately voted 7-5 to pass AB 1157 to the Assembly Judiciary Committee.
The committee then approved the consent calendar, including AB 413, AB 1152, and AB 1275, on a 9-0 vote. It also heard ACA 3, which would require the University of California to make available a limited number of down payment loans for eligible long-term support staff who are first-time homebuyers. Supporters said the measure would help lower-wage UC workers afford homeownership and improve retention, while UC and other opponents argued the proposal was duplicative of existing state programs, unnecessary, and potentially harmful to UC finances. The discussion focused on financing mechanics and the relationship to CalHFA, but no final vote on ACA 3 was included in the portion provided.