Video & Transcript Research : 'predictive models'
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NM
New Mexico 2025 Regular Session
IC - Transportation Infrastructure Revenue Subcommitee Jul 16th, 2025
Transcript Highlights:
- The BRM database can also perform some analysis, trying to predict future projects.
CA
California 2025-2026 Regular Session
Assembly Public Safety Committee Jun 17th, 2025
Transcript Highlights:
- This choice was made in part because judges are prohibited from providing legal advice and cannot predict
Summary:
The Assembly Public Safety Committee met and adopted a consent calendar that included SB 4, SB 229, SB 385, SB 459, and SB 553. SB 221 was pulled by the committee and will return later. The committee then heard several bills, with members repeatedly noting the next hearing would be July 1 in Room 126.
SB 281 by Senator Perez would require judges to use the exact statutory immigration-consequences advisement when taking pleas from noncitizen defendants. Supporters said judges have been deviating from the required language, creating confusion and harming defendants; opponents, including district attorneys, warned that the bill could affect plea withdrawals and appellate litigation unless amended. The committee discussed possible amendments, including a nonretroactivity clarification and language proposed by the Los Angeles County District Attorney’s Office, and the bill was passed on call.
SB 337 by Senator Menjivar would strengthen protections against sexual abuse and misconduct in prisons, especially women’s prisons, by requiring documentation of searches, extending grievance timelines, limiting hiring of people with violent or sexual convictions, and improving investigation procedures. Supporters emphasized staff abuse, retaliation concerns, and the need for oversight; opposition testimony focused on transgender inmate placement and was criticized by committee members as not germane. The bill passed 9-0 to Appropriations. SB 379 by Senator Jones, dealing with oversight of sexually violent predator conditional release placements, passed to Appropriations after support from law enforcement and prosecutors and no opposition. SB 734 by Senator Caballero, which would provide due process protections for law enforcement officers affected by California Racial Justice Act findings, also passed to Appropriations with support from police and district attorney groups and no opposition. SB 551 by Senator Cortese, which would codify normalization and dynamic security principles in corrections, passed to Appropriations despite concerns from one member that it went too far in making prisons too home-like.
TX
Transcript Highlights:
- As the legislature predicted, this legislation levels the playing field between landowners and cities
Keywords:
E-verify, employment verification, state contracts, immigration, labor compliance, ERCOT, Texas electric grid, interconnection, Public Utility Commission, PUC, Public convenience and necessity, electric cooperative, municipally owned utility, electric utility, transmission, generation facilities, grid reliability, Federal Energy Regulatory Commission, FERC, SERC
ND
Transcript Highlights:
- Therefore, it is predictable that some have claimed that children's experiences with music will help
Summary:
The meeting began with a student performance from Horizon Middle School Show Choir, including songs from an eighth grade concert and the show choir piece “The Body Electric.” After the performance, Deputy Superintendent Donna Fishbeck spoke on behalf of State Superintendent Kirsten Baesler in support of music education, emphasizing its benefits for creativity, collaboration, school climate, and student development, and noting the department’s support for music grants and professional development. She also highlighted the North Dakota Music Educators Association’s role in expanding access and quality in music education.
The committee then heard a presentation from Vital Network, introduced as a DPI-funded effort focused on teacher retention. Nate Eklund and Dr. Aaron Rob described the organization’s work with schools and districts to reduce educator burnout by improving workplace conditions, especially around time management, voice in decision-making, and care/support. They said the program uses surveys, dashboards, advisory support, and facilitated school and district processes to identify local friction points and help educators and leaders solve them, with examples ranging from simplifying material requests to improving PLC time and communication. They stressed that retention is driven more by workplace conditions than pay alone, and that solutions must be local rather than one-size-fits-all.
Members asked about rural teacher overload, sustainability after grant funding ends, and whether the model could inform broader policy or continuing education reforms. Vital representatives said the work is designed to be embedded in district systems and strategic plans so it can continue beyond their direct involvement, and that the approach aligns with the state’s teacher retention and recruitment task force recommendations. They reported serving about half of North Dakota educators across roughly 50 districts, with partnerships through regional education associations to reach rural areas. No formal votes or legislative actions were taken during the discussion.
TX
Transcript Highlights:
- I predict that when we just had a conversation on how confusing one energy drink is.
Bills:
HB2510, HB3589, HB4611, HB4655, HB4665, HB4666, HB4670, HB4700, HB4730, HB4798, HB4838, HB5136, HB5243, HB5302, HB5539
Keywords:
assisted living, healthcare, licensing, criminal offense, personal assistance, group home, regulation, health and safety, inspections, resident care, criminal background checks, adoption, parental rights, registry, vital statistics, disclosure, counseling, foster care, independent living, financial literacy
TX
Transcript Highlights:
- Depriving a county of reimbursement funding for election expenses because of noncompliance would predictably
Keywords:
SB 801, birth certificate, birth record, certified copy, homeless, homelessness, unhoused, vital records, state registrar, local registrar, county clerk, fee waiver, identity documents, ID access, housing insecurity, shelter, transitional housing, Health and Safety Code, HHSC, Health and Human Services Commission
Summary:
The Senate Committee on State Affairs heard testimony on several bills, with most measures left pending after public testimony closed. SB 801, by Sen. Menéndez, would require DSHS and local clerks to issue birth certificates at no cost to people experiencing homelessness. The author and Maria Benavides of SA Youth said the fee and mailing requirements are major barriers to obtaining ID, housing, and work, and Benavides described clients who were able to secure housing and employment after getting birth records and IDs through her program. The bill was left pending.
The committee also heard a set of bills related to the Gulf of Mexico/Gulf of America naming issue: SB 1410 would require state agencies to use “Gulf of Mexico” in official documents, SB 1717 would conform state law to the federal renaming to “Gulf of America,” and SJR 63 would amend the Texas Constitution to match that change. Support testimony for the latter two emphasized alignment with federal action and the use of different geographic names by different countries. All three measures were left pending.
Members then heard SB 1200, which would require plaintiffs suing defense contractors to disclose in discovery whether they are receiving litigation funding from adversarial nations such as China, Russia, or Cuba. The author and Texans for Lawsuit Reform said the bill targets third-party litigation funding and foreign influence on lawsuits, especially those affecting defense contractors; the committee substitute narrowed the definition of defense contractor and expanded applicability to actions involving defense contractors’ activities. SB 2626, which requires continuing medical education on pregnancy-related emergencies for OB-GYN physicians and nurses, drew support from witnesses who said it would reduce confusion about Texas abortion law and improve care in emergencies. SB 506, SB 2681, SB 1862, SB 1863, and SB 2216 all focused on elections, including ballot language standards, voter registration challenges, interstate voter-roll cleanup, procedural audits, and election equipment security; testimony split between supporters who said the bills improve transparency and integrity and opponents who warned of vague standards, added costs, and possible voter disenfranchisement. Each of those bills was left pending after testimony.
TX
Transcript Highlights:
- Predict the future? Who are we to deny the voices of future generations of Texans facing?
Keywords:
occupation tax, securities, financial regulation, tax exemption, legislative amendment, capital gains tax, realized gains, unrealized gains, investment income, asset sale, capital assets, wealth tax, estate tax, trust tax, tax limitation, constitutional amendment, Texas Constitution, Article VIII, property tax, sales tax
FL
Florida 2025 Regular Session
March 25, 2025 - 03:30 PM
Transcript Highlights:
- that you have to stick to the payment schedule, but we're putting that in place so that there is predictability
Summary:
The Pre-K through 12 Budget Subcommittee met during Budget Week and first considered three member bills. House Bill 1111, by Rep. Valdes, would eliminate the option for students to leave high school with a certificate of completion instead of a standard diploma. Valdes said the bill was inspired by students who met credit requirements but could not pass a required assessment, and argued the certificate does not provide access to college, trade school, or military service. The bill passed unanimously, 15-0. CS for House Bill 127, by Rep. Kendall, would support students with disabilities by using existing Florida Department of Education curriculum to create micro-credentials and coordinating with the Florida Center for Students with Unique Abilities and OSHA on workplace safety. Goodwill, the Florida Developmental Disabilities Council, Florida PTA, and others supported the bill, which also passed unanimously, 15-0. House Bill 1367, by Rep. Booth, addressed chronic absenteeism by requiring statewide definitions and more uniform attendance reporting, along with rules for excused and unexcused absences and early identification of chronically absent students. Testimony emphasized inconsistent district policies and the need for clearer data and interventions. The bill passed 13-0, with some members noting concerns about implementation details and future rulemaking.
The committee then took up PCB-P-PKB-2501, the proposed conforming bill for the fiscal year 2025-2026 Pre-K through 12 budget. The chair said the bill was designed to align statutes with budget and scholarship funding procedures, especially around the Florida Education Finance Program and scholarship payments. The PCB would require Florida student ID numbers for scholarship students, standardize cross-checking against FTE survey data, set quarterly payment dates, and use one data source for both reporting and withholding scholarship-related FFP amounts. It also would reduce certain add-on weights by 50%, remove the budget stabilization program, and repeal the educational enrollment stabilization program. Several members raised concerns that the add-on weight reductions could hurt career and technical education, AICE, IB, and CAPE programs, while the sponsor argued the data showed too much spending in an “other” category and that the reductions were aimed at aligning funding with actual program costs. Public testimony was mixed: some supported tighter accountability and clearer payment rules, while others warned against undermining expensive career-readiness programs. The PCB passed 11-2.
After the conforming bill, the chair presented the proposed fiscal year 2025-2026 Pre-K through 12 budget, totaling just under $21 billion, about $400 million below the current year. She said the budget reflects a need to slow spending growth and includes $20 million for New Worlds Scholarship Accounts, $7 million for security grants at Jewish day schools and preschools, $14 million for public school transportation stipends, an overall FEFP increase of about $747.7 million, $100 million for teacher salary increases, and increases in the base student allocation and funds per student. The committee did not vote on the budget recommendation at this meeting; it was distributed for review and will move to the Budget Committee next week.
FL
Florida 2025 Regular Session
Governmental Oversight and Accountability Mar 25th, 2025
TX
Texas 89th Regular
S/C on Family & Fiduciary Relationships Mar 24th, 2025
S/C on Family & Fiduciary Relationships
Transcript Highlights:
- vulnerable; it could leave a survivor vulnerable because survivors are the experts at knowing what will predict
Keywords:
digitized signature, waiver of citation, marriage dissolution, electronic notarization, family law, HB 1193, informal marriage, common-law marriage, declaration of informal marriage, confidentiality, privacy, county clerk, vital statistics unit, Family Code, Health and Safety Code, marriage records, public records, personally identifying information, PII, legal representative
FL
Florida 2025 Regular Session
March 20, 2025 - 11:30 AM
Transcript Highlights:
- I mean, I guess it's hard to predict because it's future construction, but do you have any insight to
Summary:
The Ways and Means Committee met on March 20, 2025, and first approved HB 4025, creating the Duke Farm Stewardship District in Lee County, on a 17-0 vote. The committee then advanced HJR 1215, which proposes a constitutional amendment to exempt agricultural tangible personal property from property tax, after extended debate about the fiscal impact on counties, especially rural and fiscally constrained ones; it passed 16-1. HB 411 also passed unanimously after an amendment, extending affordable housing tax exemption treatment to certain nonprofit projects on leased land, including Habitat for Humanity projects. The committee likewise approved CS/HB 669, allowing local governments to purchase certain unrated bonds, and CS/HB 4017, codifying the Vermont Drainage District charter in Charlotte County, both without opposition.
The committee also approved HJR 1039, which would let the Legislature prevent assessed-value increases for homestead properties that are improved to mitigate flood damage, and the related implementing bill HB 1041; both passed 17-0. Public testimony on these items included some opposition to the flood-related amendment, but no floor debate changed the outcome. The final major item was CS/HB 1221 by Rep. Miller, which would require local option taxes to be renewed by voter referendum every eight years, with longer terms allowed for bonded projects. That bill drew the most extensive testimony and debate, with counties, tourism groups, and local officials warning about impacts on tourism funding, infrastructure, schools, and public safety, while supporters argued for taxpayer accountability and periodic review. After debate, the committee reported the bill favorably on a 13-4 vote.
FL
Florida 2025 Regular Session
March 11, 2025 - 10:15 AM
Transcript Highlights:
- This bill is about supporting businesses, protecting consumers, and ensuring predictable regulation across
Summary:
The Natural Resources and Disaster Subcommittee met and heard several bills on boating, anchoring, plastics, coastal resilience, and permitting. HB 735, expanding the Boating Improvement Program to fund boat-trailer parking at public ramps and offering a submerged land lease discount for manufacturers using environmental best practices, drew no opposition and was reported favorably. HB 371, a nature-based coastal resilience bill, was amended with a strike-all and then reported favorably with committee substitute. HB 287, allowing building or plumbing permits to move forward while septic system permits are still under review, also passed favorably after testimony from the onsite wastewater industry and a brief debate about construction delays and final occupancy certification.
The committee also took up HB 565 on auxiliary containers, which would preempt local regulation of items like bags, cups, and bottles and maintain statewide uniformity. The sponsor argued it protects consumer choice and business consistency, while environmental groups, PTA representatives, and others warned it would worsen plastic pollution, microplastics, and local cleanup burdens. Despite opposition and a 13-5 vote with several members opposed, the bill was reported favorably. Members also discussed HB 565’s policy background, including prior DEP studies and the tension between state preemption and local environmental regulation.
A major portion of the meeting focused on HB 565 in the transcript’s boating context, actually HB 565 on anchoring limitations in Biscayne Bay and other heavily impacted areas. Supporters from Miami Beach and North Bay Village said derelict and anchored vessels are harming waterways, seagrass, public safety, and enforcement efforts, while cruisers and boating groups argued the bill would displace responsible boaters and fail to solve derelict-vessel problems. The committee adopted an amendment, then reported the bill favorably with committee substitute by an 18-0 vote. The meeting concluded after all agenda items were completed and the subcommittee adjourned.
TX
Texas 89th Regular
Appropriations - S/C on Articles I, IV, & V Mar 5th, 2025
Appropriations - S/C on Articles I, IV, & V
NH
Transcript Highlights:
- Well, I don't understand what's wrong with making sure that the town restricts its growth to a predictable
- Well, I don't understand what's wrong with making sure that the town restricts its growth to a predictable
- Well, I don't understand what's wrong with making sure that the town restricts its growth to a predictable
- <03:48:59.600>
number <03:49:00.399>and its growth to a predictable number and its - growth to a predictable number and it<03:49:00.880>
sets <03:49:01.439>forward it sets
MN
Minnesota 2025-2026 Regular Session
House Floor Session 5/16/25 - Part 2
Minnesota House Floor Meeting
Transcript Highlights:
- This is giving school districts right now more stability and predictability, especially at a time when
- 500 special education teachers at a time when we're already facing a severe teacher shortage. predictability
- , especially at a time predictability, especially at a time when<02:47:49.120>
the <02:47:49.359 - Minnesota<03:57:29.920>
have Indexing the formula to inflation provides stability and predictability - to our school which predictabilities to our school which basically<03:58:01.279>
gave <03:58:01.520
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Wednesday, February 26, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- No one could have predicted the tremendous impact he would have not just on our office, but on the lives
- ><00:40:11.359>
one <00:40:11.520>could <00:40:11.680>have <00:40:11.839>predicted - <00:40:12.200>
the intern no one could have predicted the intern no one could have predicted - critical mineral and rare earth element extraction while also playing a lead technical role in computer modeling
- critical mineral and rare earth element extraction while also playing a lead technical role in computer modeling
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Tuesday, March 3, 2026)
US Federal House Floor Meeting
Transcript Highlights:
- This arrangement was practical, predictable, and reflected how riders actually experience our federal
- 04:44:28.080>
practical, This arrangement was practical, This arrangement was practical, predictable and <04:44:29.560>reflected <04:44:30.080>how <04:44:30.240>riders predictable- , and reflected how riders predictable, and reflected how riders actually<04:44:31.080>
experience
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Friday, September 19, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- It is my prediction that this disaster will be wound down and that our transportation dollars can go
- It is<03:02:31.680>
my <03:02:31.920>prediction <03:02:32.560>that <03:02:32.880> this <03:02:33.120>disaster <03:02:33.680>will is my prediction that this disaster- will is my prediction that this disaster will be<03:02:34.080>
wound <03:02:34.479>down
KY
Kentucky 2025 Regular Session
Public Pension Oversight Board (8-26-25)
Transcript Highlights:
- They've seen the same thing happen for those retirement systems, and we predict will happen to TRS with
- c> TRS<01:12:09.440>
and have seen so far with TRS and have seen so far with TRS and predictable - 10.719>
will <01:12:10.880>happen <01:12:11.040>to <01:12:11.199>TRS predictable - project will happen to TRS predictable project will happen to TRS that<01:12:12.159>
with <01:
Summary:
The meeting opened with a quorum call, the Pledge of Allegiance, a prayer, and approval of the prior meeting minutes. The first presentation was from Bo Craycraft of the Judicial Form Retirement System, who gave an update on investment performance, asset allocation, cash flow, and projected employer costs. He reported strong fiscal year 2025 investment results, with both the legislative and judicial retirement plans outperforming their actuarial assumed rates of return and benchmarks, driven largely by U.S. equity performance. He also noted the plans remained near their target asset allocation and continued to experience negative cash flow, though he said that was manageable in context of strong asset growth.
Craycraft then discussed a recent experience study and actuarial assumption changes, especially a revised salary growth assumption and a higher cash balance interest credit rate. He said these changes increased projected employer costs, with contributions rising from about $700,000 to a projected $2 million in later years, though he expected the eventual 2025 valuation and investment gains to reduce that estimate. Members asked about mortality assumptions, the impact of the experience study on liabilities, and the sharp increase in the judicial plan’s projected employer cost. Craycraft explained that the increase was driven mainly by the updated assumptions and that no other major plan changes were involved.
At the chair’s request, Craycraft also addressed the recent rise in Medicare Advantage premiums for the plan’s health coverage, saying the 2025 increase was largely tied to Part D changes and the Inflation Reduction Act and had been about 45%, but that future growth was expected to be under 5%. After his presentation, the committee moved to the Kentucky Public Pensions Authority update, where the next speaker began by saying the funds had exceeded actuarial assumed returns for the fiscal year.
MN
Minnesota 2025 1st Special Session
Senate Floor Session - Part 2 - 05/18/25
Minnesota Senate Floor Meeting
Transcript Highlights:
- good quality, qualified, healthy and safe workers with good workplace protections and with some predictability
- protections<01:39:19.760>
and <01:39:20.000>with <01:39:20.239>some predictability - .<01:39:23.840>
And <01:39:24.080>I predictability. - And I predictability.