Video & Transcript Research : 'predictive models'
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MN
Minnesota 2025-2026 Regular Session
Press Conference: Senate Majority Leader Erin Murphy Media Availability - 03/26/26
Transcript Highlights:
- Senator Marty is carrying a bill dealing with prediction markets, and I think we'll see action on those
- Senator Marty is carrying a bill dealing with prediction markets, and I think we'll see action on those
- Senator Marty is carrying a bill dealing with prediction markets, and I think we'll see action on those
- Senator Marty is carrying a bill dealing with prediction markets, and I think we'll see action on those
Summary:
Senate leadership said members were working through a fast-paced, intense session before a break, with many committee hearings still scheduled and about 27 bills expected to be heard that day. The leader highlighted several priorities for when lawmakers return, including an independent Inspector General proposal, additional anti-fraud measures, and packages on gun violence prevention and the Metro Surge response. The Metro Surge package was described as roughly 11 bills dealing with masks in essential spaces, aid obligations for federal agents, civil-rights/Bivens issues, and BCA participation in investigations; the broader gun violence package includes school safety, mental health, an assault-weapons ban, and a ban on high-capacity magazines, though it still awaited Finance Committee action. The leader also said bonding remains a high priority and that the Senate plans to continue moving policy quickly after the break.
On budget matters, the leader said supplemental funding is needed for Capitol and Senate building security, largely because of increased personnel and overtime costs. He also said HCMC needs a short-term financing step because it is under financial pressure, but that the issue points to broader instability in Minnesota’s hospital system, especially as other hospitals may face difficulties related to HR1. Other budget-related items mentioned included housing support, rental and heating assistance, energy assistance, small business aid, health care, and food support, with some governor-proposed tax and spending ideas possibly left out because they are not affordable.
The leader said the Senate is still working on fraud legislation, including the Inspector General proposal and related enforcement and oversight measures, and expects House differences to be worked out in conference committee. He described the House as a question mark and said the two chambers are moving at different paces, but he hopes to resolve differences and send bills to the governor. He also noted a rough end to the Senate Jobs Committee, said Senator Champion is considering next steps, and said Senator Mohamed and other DFL members had sent the Attorney General’s anti-fraud bill through a different committee path. He added that legislator safety is a growing concern because members from both parties are receiving threats, and he is working with counsel on possible responses. On guns in the Capitol, he said the issue reflects broader divisions and that current law allows permitted carry after screening, though he is frustrated by those using the issue to provoke emotion.
NH
New Hampshire 2026 Regular Session
Senate Election Law and Municipal Affairs (04/01/2026)
Election Law and Municipal Affairs
Transcript Highlights:
- supposed to say “hey, we’re in executive decision again,” and then said they have a difficult time predicting
- 00:23:38.960>
a <00:23:39.200>difficult <00:23:39.679>time <00:23:40.159>predicting - <00:23:40.640>
the I have a difficult time predicting the I have a difficult time predicting - I'm just not sure this bill is the model in which I want. I think it's the best done.
KY
Kentucky 2025 Regular Session
Legislative Oversight & Investigations Committee (10-9-25)
Transcript Highlights:
- We have a hybrid work model.
- The predictable window allows us to apply security patches, make performance improvements, and deploy
- The<00:29:28.040>
predictable <00:29:28.680>window <00:29:29.240>allows <00:29:29.680 - >
us <00:29:29.840>to The predictable window allows us to The predictable window allows
Keywords:
Call to Order and Roll Call- 00:00:01
SERVS Informational Update- 00:01:22
Child Removal and Reunification Update: Department for Community Based Services Financials- 00:03:00
Small Business Sales Tax Websites: Department of Revenue-00:28:05
Senior Citizen Meal Programs: Department for Aging and Independent Living-00:35:50
Adjournment-01:41:57, 958, all
Summary:
The committee first approved the minutes from the September 11 meeting by motion and voice vote. It then received a brief update on the statewide emergency responder voice system, but no presenter was present. The chair said he expected a more substantive update in November and warned that if there is not real progress on acquiring needed private properties, the committee may consider further action, including possibly freezing funding.
The main discussion centered on the Department for Community Based Services’ child removal and reunification work and its structured decision-making tools. Commissioner Lisa Dennis and General Counsel Wesley Duke explained that the intake, safety, and risk assessment tools are being used at very high rates and that the department is still implementing and evaluating the system. Dennis said the tools are meant to inform, not replace, professional judgment; when staff disagree with a recommendation, the worker and first-line supervisor consult and decide together. Members questioned whether the system favors keeping children in the home, whether the department has studied safety outcomes for in-home cases versus removals, and whether foster home shortages affect removal decisions. Dennis said child safety remains the top priority, that the practice has not changed, and that the department would provide additional data on outcomes later. Members also asked about permanency timelines and delays in termination of parental rights cases; Dennis said federal timelines are difficult to meet because of family progress, substance use recovery, and court delays, and she confirmed foster parent shortages were not the reason for those delays.
The committee then heard a presentation from the Department of Revenue on the new My Taxes portal. Staff said the portal, launched in March, replaced DOR’s portion of the old Kentucky One Stop Business Portal and now allows businesses to file and pay multiple taxes, update account information, and receive official notices. They reported the system is available 24/7 except for scheduled maintenance every other Thursday evening, has maintained over 99% availability since launch, and now has a dedicated contact center with 50 agents plus a public help line and email. In response to questions, the department said early downtime was caused by unexpectedly high traffic, but server capacity was increased and in the last three months there had been only one day of unexpected downtime.
NM
New Mexico 2025 Regular Session
IC - Transportation Infrastructure Revenue Subcommitee Aug 21st, 2025
Transcript Highlights:
- Can a weatherman, like say there's an awesome weatherman, predict it?
- So I think Captain Reed said the other day that the weather can predict it.
- then there are some of these rain events that just push the dust in front of them; those can't be predicted
- If it's just watching all of the stars and the moon and all that kind of stuff, they can predict some
- Once the monsoon season arrives, the Weather Service cannot predict any time frame for us.
KY
Kentucky 2025 Regular Session
Interim Joint Committee on Transportation (8-18-25)
Transcript Highlights:
- revenue came in 3.5% below estimate, while motor vehicle usage performed almost 11% stronger than predicted
- almost 11% vehicle usage performed almost 11% stronger<00:04:40.240>
than <00:04:40.479>predicted - <00:04:41.840>
Other <00:04:42.160>receipts stronger than predicted. - Other receipts stronger than predicted.
- sharing to distribute to the Formula Fs, and that didn't go out because the receipts were less than predicted
Summary:
The committee met on Transportation, approved the prior meeting minutes, and received a road fund update from Transportation Cabinet officials Mike Hancock, Sean McCernan, and Ron Rigney. McCernan reported that FY 2024-2025 road fund revenue came in $38.5 million above the enacted estimate, but was about $11 million below FY24 because of a lower motor fuels tax rate. He said motor vehicle usage tax receipts were stronger than expected, and that the road fund ended the year with a $61.6 million surplus account that, under the budget bill, must be appropriated to state construction.
Members focused heavily on how declining motor fuels receipts affect the formula funds that support cities, counties, and rural/secondary roads. Hancock and McCernan explained that lower gas tax receipts reduce both the road plan and revenue sharing, while higher vehicle sales tax receipts from motor vehicle usage go directly to the road fund and do not help the formula distributions. They also said fuel efficiency, hybrid and electric vehicle trends, and the removal of a prior hybrid fee all affect revenue collections. On tolling, officials said Louisville bridge toll revenues are covering bills and commitments, but they did not have the latest collection figures in front of them and said they would provide them later.
The committee also asked about project delivery delays, right-of-way acquisition, disaster recovery work, annual contract awards, cash management, and overprogramming in the highway plan. Officials said project delays often stem from right-of-way purchases, utility relocation, and the large volume of projects in the plan, and described the process as a “duck paddling” situation with substantial work happening behind the scenes. They said FY25 contract awards were already just under $998 million by the July letting and expected to exceed last year’s total, and explained that cash balances are managed so they do not fall below $100 million; the current balance was said to be about $166 million. No further votes or formal actions were taken beyond approving the minutes.
VT
OK
Oklahoma 2026 Regular Session
House of Representatives Second Regular Session of the 60th Legislature Day 30 Mar 26th, 2026 at 09:30 am
Oklahoma House Floor Meeting
Transcript Highlights:
- Again, is there any way in your study of this in your work to predict what that means on a county-by-county
- It's going to replace it with the Industry supported model 1 million a year from an adjustment in the
US
US Federal 2025-2026 Regular Session
Hearings to examine the posture of the United States European Command and United States Africa Command in review of the Defense Authorization Request for fiscal year 2026 and the Future Years Defense Program; to be immediately followed by a closed he Apr 3rd, 2025 at 08:30 am
Senate Armed Services Subcommittee on Personnel
Transcript Highlights:
- invasion to being an organized force that is increasingly able to generate force in a reliable and predictable
- You both have been frank, informative, dedicated, and really models of public. service, and I wish you
Summary:
The committee convened to discuss various bills and hear testimonies related to legislative matters, including public concerns and implications surrounding the proposed legislation. Notably, the members engaged in a vigorous debate over SB4, where several representatives shared differing viewpoints on its impact on local communities and the environment. Public testimonies were heard, with advocates arguing for the bill's potential benefits, while opponents raised significant concerns regarding the fiscal implications and land use. Following these discussions, the committee moved to vote on HB2214, which passed without issue, illustrating the bipartisan support for certain initiatives tied to public welfare.
TX
Transcript Highlights:
- successful, the time has come to examine a different funding mechanism to provide more consistency and predictability
- As you heard from Ross Perot Jr. last October, Hillwood's Alliance Texas is becoming a model for attracting
Keywords:
Texas, moving image industry, incentive program, film production, grant funding, job creation, economic development, youth camp, summer camp, camp safety, emergency operations plan, emergency preparedness, evacuation drill, camp staff training, volunteer training, camper safety, lost camper, natural disaster, fire safety, mass casualty
FL
Florida 2025 Regular Session
Judiciary Mar 25th, 2025
FL
Florida 2025 Regular Session
March 20, 2025 - 08:30 AM
Transcript Highlights:
- but it's creating economic turmoil, where our markets have been fluctuating because there's no predictability
- I just think that the approach and the mimicking of what I would argue is not a model for us to be inspired
Summary:
The committee heard and approved several measures. HB 735 expanded Florida’s boating improvement program to fund parking for boat trailers at public ramps and offered a 10% sovereign submerged land lease discount for manufacturers using environmental best management practices; it passed unanimously. HB 4021 expanded the North River Ranch Improvement Stewardship District in Manatee County by 640 acres and was reported favorably. CS for HB 371, which promotes nature-based methods and green/gray infrastructure for coastal resilience, also passed unanimously after supportive testimony from resilience and environmental groups and committee members.
The committee then took up HJR 1325, a proposed constitutional amendment to create an elected Commissioner of Government Efficiency (COGE) with authority to audit, investigate, and report on waste, fraud, and abuse in state and local government. The proposal would eliminate the lieutenant governor position, the Government Efficiency Task Force, and the legislature’s current auditor appointment, with many implementation details deferred to a future bill. Members debated the scope of the new office, its relationship to the Auditor General and inspectors general, whether it should cover the legislative and judicial branches, staffing, and the comparison to federal DOGE efforts. An amendment making a minor wording change was adopted, and the resolution passed 23-? with a favorable report after a split vote.
The committee also approved two Gulf of America bills. HB 575 redesignated the Gulf of Mexico as the Gulf of America, and CS for HB 549 required Florida’s academic standards and newly adopted instructional materials to reflect the federal designation for materials acquired on or after July 1, 2025. Both measures drew criticism from members who argued the renaming was politically motivated, historically insensitive, and potentially confusing for students, while supporters said Florida should align with federal action. HB 575 passed and CS for HB 549 passed 18-7. Finally, HB 4071, a local bill adjusting the boundary between Coral Springs and Parkland in Broward County by about 8.7 acres, was amended and reported favorably with support from both cities and the Broward delegation.
TX
Texas 89th Regular
Homeland Security, Public Safety & Veterans' Affairs Mar 12th, 2025
Homeland Security, Public Safety & Veterans' Affairs
Transcript Highlights:
- Guidelines and model policies were created and disseminated for law enforcement agencies to adopt.
- enforcement, cartels. and smuggling organizations exploit these jurisdictional constraints to establish predictable
Keywords:
firearm acquisition, gun smuggling, criminal offenses, ammunition, terrorism, public safety, Texas criminal procedure, federal law enforcement, state arrest authority, search and seizure, felony offenses, federal air marshal, Transportation Security Administration, Department of Defense police, military police, Homeland Security, Public Safety, veterans affairs, federal officers, joint law enforcement authority
TX
Transcript Highlights:
- technical assistance support already required. in the bill, it explicitly directs TEA to develop a model
- And it was just one of those things you don't predict, you hope you never go through, but at the same
Keywords:
teacher compensation, education funding, public school educators, teacher retention, teacher designation, lottery, gambling, internet gaming, mobile application, criminal offenses, aquifer, water management, Edwards Aquifer, sustainability, regulatory framework, SB 565, Texas Water Code, TCEQ, Texas Commission on Environmental Quality, compliance agreement
CA
California 2025-2026 Regular Session
Senate Environmental Quality Committee Jun 17th, 2026
Environmental Quality
Transcript Highlights:
- in the UK shows that prior to the disposable vape ban being enacted, consumers shifted to reusable models
- Enforcement in AB 1148 is modeled after that bill.
- are moving in that direction on their own, and this bill just makes that transition more uniform, predictable
- Sustainability is core to our business model.
CA
Transcript Highlights:
- California's approach remains aligned with the federal government's model in which manufacturers self-certify
- all a little bit different, just like all of us who have vehicles probably have a different make and model
- Regarding the other AV companies and their design models, we do continue to follow the first responder
- Predictability keeps the ecosystem, the investment, and the jobs here in California. Thank you.
Summary:
The Assembly Transportation Committee heard testimony on the DMV’s finalized autonomous vehicle regulations, with a focus on how the rules update California’s oversight of testing, deployment, reporting, and enforcement. DMV and CHP officials said the new framework expands data collection beyond crashes to include immobilizations, hard-braking events, system failures, and notices of noncompliance, while also creating clearer requirements for first responder interaction, remote operations, and heavy-duty AV testing and deployment. Members raised concerns about safety, emergency response delays, freeway and work-zone operations, and whether the state has enough data to compare AVs with human drivers.
Witnesses from consumer and labor-related groups emphasized transparency and accountability, arguing that the prior rules were outdated and that public access to the collected data is important for regulators, researchers, and injured parties. Industry representatives said California now has the nation’s most comprehensive AV permitting and reporting system, with phased permits, mileage thresholds, and broad DMV authority to restrict or suspend operations. They supported the regulations as a path to safer, more transparent deployment, while noting that the rules stay within state operational authority and do not replace federal standards for vehicle design and performance.
A second panel focused on first responder interactions and remote operations. The San Francisco Fire Department described AVs blocking emergency scenes and generating “sleeper calls” when passengers fall asleep, consuming significant fire and EMS resources. Waymo said it maintains 24/7 emergency contacts, first responder plans, geofencing protocols, and remote support that can help move vehicles or allow first responders to override them. Members asked about license requirements for remote personnel, redundancy during communication outages, and how companies handle sleeping passengers before calling 911. No votes were taken; the hearing was informational.
LA
Transcript Highlights:
- my question, I know this is to you guys, to the chairman, if we're going to take a whole different modeled
- Let's talk about the model.
- The model currently is, and you probably know more about this than I do, there's a formula, right, that
- So the analysis is really based on, we cannot predict that this will increase cases or hearings.
LA
Transcript Highlights:
- my question, I know this is to you guys, to the chairman, if we're going to take a whole different modeled
- Let's talk about the model.
- The model currently is, and you probably know more about this than I do, there's a formula, right, that
- So the analysis is really based on, we cannot predict that this will increase cases or hearings.
Summary:
The Senate Education Committee met to hear several education-related measures. It reported favorably, without objection, on House Bill 1215, which would transfer certain removed historical statues and monuments to the Office of State Parks, prohibit re-erection in the parish where they were removed, and require interpretive signage. The committee also advanced House Bill 682, which creates a school guardian program for honorably discharged veterans employed or contracted by local school systems or charter schools; testimony emphasized that guardians would be unarmed, trained, and used for mentoring and school safety. House Bill 1079, giving enrollment preferences in charter schools to children in early childhood programs, military families, foster children, and children in custody disputes, was also reported favorably, as was House Concurrent Resolution 81, directing the Department of Education to study options for districts facing declining enrollment.
The committee then took up House Bill 1084, which would allow public postsecondary institutions to raise tuition and mandatory fees by up to 15 percent annually, with higher increases requiring Board of Supervisors approval. The bill drew extended debate over affordability, TOPS, student retention, and whether universities should have more autonomy to set prices. Members raised concerns about fee burdens on families and whether the state should first study the issue; supporters argued the bill would increase transparency and let institutions respond to funding needs and market conditions. Senator Mazzell offered an amendment lowering the cap from 15 percent to 10 percent, and the committee adopted the amendment before reporting the bill favorably as amended.
Finally, the committee heard House Bill 342, which would shift the burden of proof in special education due process hearings from parents to local education agencies. The author and parents testified that the current system places an unfair burden on families of children with disabilities, who often lack access to records and legal resources, and that schools already control the documentation and should have to show compliance with IEP obligations. Jefferson Parish school officials opposed the bill, arguing it would increase legal costs, require more staff and attorney time, and potentially lead to more hearings; they also questioned the fiscal note. The Legislative Fiscal Office said the fiscal impact was indeterminable, and the committee continued hearing testimony from parents and school representatives as the transcript ended.
CA
California 2025-2026 Regular Session
Assembly Floor Session May 11th, 2026
California House Floor Meeting
Transcript Highlights:
- At CAST, she built an organization that has a nationally recognized model for care of survivors, including
- Predictability and transparency are essential for a well-functioning marketplace by setting clear standards
- California has been a leader in developing innovative treatments and care models, and we must continue
- California has been a leader in developing innovative treatments and care models, and we must continue
Summary:
The Assembly convened after initially lacking a quorum, completed the prayer and pledge, and then held a lengthy Asian American and Pacific Islander Heritage Month ceremony. Members from both parties and several caucuses spoke in support of HR 107, emphasizing AAPI contributions, resilience, and the need to oppose hate and discrimination. The resolution was adopted by voice vote, and the chamber then recognized 13 honorees for the 2026 observance, including community leaders, educators, advocates, business leaders, and cultural institutions.
After guest introductions, the Assembly took up the Daily File and passed a series of measures, including AB 2050 on HOA reserve funding, AB 2106 on lawsuits involving licensed design professionals, AB 1794 on direct home delivery of enteral formula, AB 1829 on CalWORKs-related student aid, AB 2038 extending wildfire insurance moratorium protections, AB 2281 on election cybersecurity, AB 2448 on protecting sensitive medical information, AB 2568 on water district board compensation, and AB 1658 on county public contract change-order authority. Most of these bills passed with broad support, though AB 2050, AB 2038, and AB 2448 drew some no votes.
The Assembly also adopted AJR 29, a resolution opposing a federal executive order affecting vote-by-mail and election administration, after a contentious floor debate over election trust, voter access, and decorum. Additional measures passed unanimously or near-unanimously, including AB 2125 on notice in water-rights adjudications, AB 2784 on State Bar fees, AB 1614 on e-bike passenger restrictions, AB 2503 on high school heat safety guidelines, AB 1703 on osteopathic title protections, AB 1920 on community college Promise eligibility, AB 1999 on veterinary workforce and animal shelter care, and ACR 123 recognizing Duan Wu Jie. The chamber then began consideration of ACR 189 designating May 2026 as Foster Youth Awareness Month, with supportive remarks from members, before the transcript cuts off.
CA
California 2025-2026 Regular Session
Assembly Floor Session May 11th, 2026
California House Floor Meeting
Transcript Highlights:
- At CAST, she built an organization that has a nationally recognized model for kill.
- Around the world, at CAST, she built an organization that has a nationally recognized model for care
- Predictability and transparency are essential for a well-functioning marketplace by setting clear standards
- California has been a leader in developing innovative treatments and care models, and we must continue
Summary:
The Assembly met in session after a quorum call and opened with prayer, the Pledge of Allegiance, and a ceremonial observance for Asian American and Pacific Islander Heritage Month. Members from multiple caucuses spoke in support of House Resolution 107, which designates May as AAPI Heritage Month, emphasizing the community’s contributions, resilience, and the need to confront discrimination and hate. The resolution was adopted, and the chamber then recognized 13 honorees for the 2026 AAPI Heritage Month celebration, highlighting leaders in education, business, labor, media, cultural preservation, and public service.
After guest introductions, the Assembly took up a series of bills. Measures discussed included HOA reserve funding for common interest developments (AB 2050), professional review requirements for lawsuits against design professionals (AB 2106), direct home delivery of enteral formula (AB 1794), expanded CalWORKs-related support for student parents (AB 1829), longer insurance moratoriums for wildfire survivors (AB 2038), election cybersecurity (AB 2281), medical privacy protections for reproductive and gender-affirming care (AB 2448), water district board compensation (AB 2568), county public contract change-order authority (AB 1658), and several other education, health, and licensing bills. Most measures passed with broad support; AB 2050 passed 44-6, AB 2038 passed 45-8, AB 2448 passed 49-13, and AB 1658 passed 61-2, while several others passed unanimously or near-unanimously.
The Assembly also adopted AJR 29, a resolution opposing a federal executive order affecting vote-by-mail and affirming California’s mail voting system. The resolution prompted extended debate over election integrity, voter access, and federal versus state authority, with supporters arguing mail voting is secure and accessible and opponents calling for stronger voter list maintenance and verification. The resolution passed 47-13. In addition, ACR 141 and ACR 123 were adopted by voice vote after co-author roll calls, and the chamber continued or passed on numerous other file items as it worked through the daily file.
TX
Transcript Highlights:
- able to take that spent fuel and use it as fuel in some of these advanced nuclear advanced reactor models
- The models will tell you that.
- The Vondel nuclear projects in Georgia, uh, had a predicted cost of $14 billion.
- Well, I don't think it's that novel again because I think we have the model in Washington DC.
Bills:
HB 14, HB 106, HB 146, HB 267, HB 274, HB 1127, HB 1359, HB 1393, HB 1584, HB 1640, HB 1710, HB 2152, HCR 101, HJR 8, HR 51
Keywords:
nuclear energy, advanced reactors, energy security, grant programs, Texas Advanced Nuclear Energy Office, HB 106, oil and gas, Railroad Commission of Texas, overhead electrical lines, electrical distribution system, power line maintenance, administrative penalty, Natural Resources Code, oil and gas lease, well operator, energy safety, utility infrastructure, regulatory compliance, cleanup fund, oil and gas regulation and cleanup fund