Video & Transcript Research : 'predictive models'
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OK
Transcript Highlights:
- Fentanyl is the leading driver of overdose deaths, and its presence is highly predictive of cause of
Bills:
HB2299, HB2939, HB2941, HB2960, HB3062, HB3087, HB3114, HB3244, HB3262, HB3304, HB3345, HB3386, HB3431, HB3498, HB3581, HB3645, HB3648, HB3764, HB3852, HB3974, HB4141, HB4144, HB4227, HB4237, HB4343, HB4425
Keywords:
Article V, convention, amendments, criminal penalties, legislative authority, absentee voting, electronic communication, facsimile device, voting materials, military voters, fentanyl, overdose, first responders, drug reporting, immunity, controlled substances, penalties, firearm liability, tort reform, manufacturers
Summary:
The Senate Judiciary Committee considered a large slate of executive nominations and bills. The nominations of Kevin Buchanan to the Oklahoma State Council of Interstate Adult Offender Supervision, Bobby Raines to the Polygraph Examiners Board, and Colton Richardson to the Oklahoma Indigent Defense System Board were each advanced to the full Senate without opposition. The committee then heard and advanced several measures on elections, criminal law, public safety, and civil procedure, including bills on Article V convention commissioner guardrails, precinct official terms and oaths, fraud and identity theft, treatment screening for arrested individuals, electronic monitoring eligibility, press access to certain arrest information, foreign terrorist organization-related offenses, CDL eligibility tied to the meth registry, sheriff service fees, fentanyl overdose reporting and presumptions, corporate law updates, appraiser fees in condemnation cases, child sexual abuse reporting protections, eviction mediation, garnishment response deadlines, retired municipal judges carrying firearms, critical mineral ownership restrictions, removal of a sunset on a sexual assault nurse examiner coordinator, enhanced riot and assault penalties, ability-to-pay hearings at sentencing, firearm component liability protections, hospice admission authority, government tort claims coverage for OU Health Authority, and tort claims coverage for county jails housing inmates for other entities.
Several bills drew notable questioning and amendments. House Bill 2299, dealing with Article V convention commissioners, was advanced after debate over the bill’s “intimidation” language and its potential effect on political speech; Senator Jett opposed it on vagueness grounds. House Bill 3852 on precinct officials was amended to reflect Election Board recommendations, including changing a disqualification period from three to six years, before advancing. House Bill 2939, removing obsolete fax-machine references from election law, was amended to strike a repealed-law reference and then advanced. House Bill 4343, setting a $350 fee for court-appointed appraisers, prompted extended concern about fixing a market rate in statute; the title was stricken so the measure could be worked on further, but it still advanced. House Bill 4227, the child sexual abuse NDA bill, advanced after the author recognized concerns and agreed to strike the title for further work, and House Bill 3386 on same-day eviction mediation also advanced after the author struck title to revisit discrimination concerns.
Other measures advanced with little or no opposition, including House Bills 3244, 3345, 3114, 4144, 3764, 3304, 3262, 2941, 3498, 4141, 4237, 3062, 3431, 3581, 3648, and 3974. Some bills generated focused policy questions, such as whether the fentanyl overdose presumption would be rebuttable, whether the meth registry is lifetime or time-limited, whether the electronic monitoring bill would be too restrictive, and whether the riot-mask felony language could affect law enforcement officers operating in an official capacity. The committee also restored title on several measures before advancing them. The meeting concluded with Chairman Howard thanking the committee and staff and noting it was his final policy committee meeting as chair before adjournment.
AZ
Transcript Highlights:
- We need predictability, consistency, and Ruby Dylan Williams is the person that's going to bring that
Summary:
The Committee on Director Nominations met to consider Ruby Dylan Williams for Director of the Arizona Department of Housing. Chair Jay Kaufman opened with remarks about the committee’s role in scrutinizing nominees’ commitment to faithfully executing state law. Williams, who has served in housing roles since 2020 and as interim director since March 2025, described her background in both public service and the private sector and said her priorities would be expanding housing supply, preserving housing stability, and improving technology-driven operations and transparency.
Members questioned Williams extensively about department oversight, fraud prevention, auditor general findings, homelessness policy, budget priorities, and the cost of affordable housing programs. She said the department had strengthened internal controls, added verbal verification steps for wire transfers, increased site inspections and grantee monitoring, and was tracking 68 performance metrics. She also defended the use of LIHTC and other federal housing programs as key public-private tools, said the department was working on a real-time homelessness data system, and explained that if state funding were cut, staffing would likely be reduced before core programs. Several members pressed her on past fraud and audit findings and on whether the department had been sufficiently proactive in preventing them.
Public testimony was overwhelmingly supportive. Developers and industry representatives praised Williams’ experience, her knowledge of housing finance, and her role in streamlining the qualified allocation plan and improving the department’s responsiveness. They argued that her leadership has helped attract investment and increase housing production in Arizona. After debate, the committee voted 3-2 to recommend Williams’ confirmation to the full Senate, with Senators Kavanagh and Shope voting no and Senators Bravo and Ortiz voting yes.
AZ
Transcript Highlights:
- So trying to divorce this from that so that there is predictability as much as possible.
Keywords:
public funds, virtual currency, bitcoin, investment, Arizona Strategic Digital Asset Reserve Act, state treasurer, retirement system, state payments, cryptocurrency, Arizona law, payment methods, government transactions, tax lien, property tax lien, real property tax lien, foreclosure, right of redemption, redeem, excess proceeds, county abatement lien
Summary:
The House Ways and Means Committee considered a series of Senate bills and one concurrent resolution, with several measures involving virtual currency, county tax liens, tax conformity, and retirement system investments. The chair announced that Senate Bill 1503 would be held at the sponsor’s request and noted this was likely the committee’s last meeting of the session. The committee also heard testimony on Senate Bill 1042, which would allow state treasurer and retirement system funds to invest up to 10% in virtual currency holdings, and Senate Bill 1043, which would allow state agencies to accept virtual currency payments through agreements with providers. Members raised concerns about volatility and government involvement, but both bills were described as permissive rather than mandatory and were returned with due pass recommendations by 5-3 votes.
The committee then took up Senate Bill 1067, dealing with county cleanup assessments for blighted properties in unincorporated areas. Chairman Olson offered an amendment removing the bill’s property-tax-bill mechanism and instead preserving county liens so cleanup costs could survive a tax lien sale. County representatives and the County Supervisors Association supported the amended approach as a way to recover costs and make counties whole. The amendment was adopted unanimously, and the bill as amended passed 8-0. Senate Bill 1292, clarifying that the Public Safety Personnel Retirement System’s 5% voting-stock cap applies to publicly traded corporations, also passed with broad support after testimony from PSPRS.
Two tax-administration bills prompted extended debate. Senate Bill 1180 would direct the Department of Revenue to prepare tax forms based on conformity to the Internal Revenue Code unless the legislature enacts nonconformity; Chairman Olson’s amendment limited the presumption to provisions that reduce federal adjusted gross income or taxable income, reflecting concerns about automatic tax increases. The sponsor said the bill was meant to clarify legislative intent and prevent executive overreach, while several members said the amended version was materially different from the original. The amendment and the bill as amended both passed 5-3. Senate Bill 1221 would require DOR to notify the House Ways and Means and Senate Finance chairs before adopting new interpretations or applications of tax law that adversely affect taxpayers and to testify if hearings are held; an intent amendment was adopted, and the bill passed 5-3 amid debate over the meaning of “adversely.”
Finally, Senate Concurrent Resolution 1033, which encourages the Arizona State Retirement System and PSPRS to monitor digital asset exchange-traded funds and report on feasibility, risks, and benefits before the next session, was approved 5-3. Some members objected to the use of “encourage” and to the underlying cryptocurrency policy, while supporters said the resolution simply sought information and did not mandate investment. The committee then adjourned.
OK
Oklahoma 2026 Regular Session
Civil Judiciary REVISION 2: HB4094 and HB3407 - Added Feb 19th, 2026 at 10:30 am
Civil Judiciary
Transcript Highlights:
- It creates a clear, predictable framework for courts, lenders, and businesses when a receiver is necessary
Bills:
HB1453, HB2933, HB2941, HB2945, HB2959, HB3087, HB3094, HB3297, HB3298, HB3319, HB3321, HB3386, HB3453, HB3471, HB3505, HB3510, HB3544, HB3549, HB3652, HB3727, HB3791, HB3845, HB3906, HB4119, HB4125, HB4126, HB4198, HB4236, HB4425, HB4343, HB4094, HB3407
Keywords:
foreign ownership, property rights, agricultural land, Attorney General, divestment, real estate, felony penalties, insurance regulation, homeowner claims, premium discounts, catastrophe mitigation, civil penalties, fentanyl, overdose, first responders, drug reporting, immunity, controlled substances, penalties, abortion
NM
New Mexico 2026 Regular Session
Senate - Conservation Feb 14th, 2026 at 09:07 am
Senate Conservation
FL
Transcript Highlights:
- Senator Leak responded that the issue was really what the jury did, and that predicting a jury's response
Summary:
The Senate opened with prayer, the Pledge of Allegiance, and several introductions recognizing guests and visiting groups, including the Challenger Learning Center, the Florida Dental Hygienists Association, school students, and other local officials and organizations. Members also offered remarks about President Allbritton’s recovery and upcoming events, including State of Black Florida Week and a future executive appointments calendar.
The main floor debate centered on Committee Substitute for Senate Bill 156, which revises criminal penalties involving law enforcement officers. The bill clarifies that resistance to an officer with violence is not justified when the officer is performing official duties, removes language stating an officer is not justified in using force if the arrest or duty is unlawful and known to be unlawful, and adds mandatory life imprisonment for manslaughter of a law enforcement officer. Senators offered competing views: supporters said the bill corrects a verdict-form and charging problem exposed in the Officer Jason Rainer case and honors his family, while opponents argued it removes civilian protections, expands police authority, and imposes disproportionate mandatory sentencing. Two amendments were offered and withdrawn, and the bill passed 31-4.
The Senate then passed a series of bills, mostly on public records and regulatory topics. SB 168 expanded public nuisance law to include gambling establishments and increased penalties; SB 288 narrowed statutory ambiguity affecting rural electric cooperatives; SB 292 and SB 298 created or extended public-records protections for appellate court clerks and victims of dating violence in the Address Confidentiality Program; SB 296 created the HAVEN initiative to study a secure alert system for domestic violence victims and expanded confidentiality protections; SB 364 modernized CPA licensure pathways; SB 386 created protections for farm equipment purchasers; and several Open Government Sunset Review bills preserved exemptions for emergency shelter information, Department of Military Affairs records, conviction integrity unit records, Public Service Commission and Gaming Commission proceedings, Highway Safety and Motor Vehicles investigatory records, social media platform investigations, and certain economic development loan-program financial records. Most of these bills passed with little or no opposition, and the Senate waived rules so all bills passed that day could be immediately certified to the House.
FL
Florida 2026 Regular Session
FL House Floor Session - 2026-01-29 (9:00AM Session)
Florida House Floor Meeting
Transcript Highlights:
- He said trying to predict what a jury will do with a seasoned or less seasoned prosecutor is nearly impossible
Summary:
The Senate opened with prayer, the Pledge of Allegiance, and several introductions recognizing guests and visiting groups, including Challenger Learning Center representatives, the Florida Dental Hygienists Association, local officials, students, and members of the Florida School Board Association. Senators also noted President Albritton’s recovery and offered remarks honoring the 40th anniversary of the Challenger disaster.
The main floor debate centered on Committee Substitute for Senate Bill 156, which revises criminal penalties involving law enforcement officers and other personnel. Sponsor Senator Leek said the bill responds to the Officer Jason Rainer case by clarifying resistance to officers, shifting fault determinations to the courts, changing “lawful performance” to “official duties,” and imposing mandatory life imprisonment for manslaughter of a law enforcement officer. Senators Rouson and Bracy Davis offered amendments that were withdrawn. Senators Pizzo, Berman, Smith, Polsky, and others questioned the bill’s effect on self-defense, off-duty conduct, prosecutorial discretion, and the removal of language limiting unlawful force by officers. Supporters argued the bill corrects confusion and honors Officer Rainer; opponents said it removes civilian protections and imposes disproportionate mandatory sentencing. The bill passed 31-4.
The Senate then passed SB 168 on public nuisances, expanding nuisance law to include gambling establishments and increasing penalties; SB 288 on rural electric cooperatives, narrowing statutory ambiguity while preserving consumer protections; SB 292 creating a public records exemption for appellate court clerks and their families; SB 296 and SB 298 addressing domestic violence and dating violence, including a feasibility study for a secure alert system and expanded address confidentiality protections; SB 364 modernizing CPA licensure pathways; SB 386 creating protections for farm equipment purchasers; and several Open Government Sunset Review bills preserving or extending public records and meeting exemptions (SB 7000, 7002, 7006, 7008, 7012, 7014, and 7016). Most of these bills passed with little or no opposition, though some sunset-review measures drew a few dissenting votes.
At the end of the session, the Rules Chair moved to waive rules and immediately certify all bills passed that day to the House, and the motion was adopted. The Senate also heard announcements about upcoming executive appointments, State of Black Florida Week events, and a motion to adjourn until the next meeting on February 4.
FL
Transcript Highlights:
- Senator Leek replied that the issue was really what the jury did, and that predicting a jury's response
Summary:
The Senate opened with prayer, the Pledge of Allegiance, and several introductions recognizing guests and visiting groups, including the Challenger Learning Center, the Florida Dental Hygienists Association, Zeta Phi Beta, Pine Forest High School students, and others. Senators also noted President Albritton’s recovery and upcoming caucus and appointment announcements. The chamber then moved to the special order calendar.
The main floor debate centered on Committee Substitute for Senate Bill 156, which increases penalties for crimes against law enforcement officers and other personnel, including making manslaughter of an officer punishable by mandatory life imprisonment without release and clarifying resistance to officers. Senator Leek described the bill as a compromise intended to honor Officer Jason Rainer, while Senators Rouson and Bracy Davis offered and then withdrew amendments. Senators Pizzo, Berman, Smith, Polsky, and others questioned the bill’s impact on self-defense, officer conduct, jury instructions, prosecutorial discretion, and the removal of language regarding unlawful force by officers. Supporters argued the bill corrects confusion and strengthens protections for officers; opponents said it removes civilian protections and imposes disproportionate mandatory sentencing. The bill passed 31-4.
The Senate then passed SB 168 on public nuisances, expanding nuisance law to include gambling establishments and increasing penalties; SB 288 on rural electric cooperatives; SB 292 and SB 298 creating public records protections for appellate clerks and dating-violence victims; SB 296 establishing the HAVEN alert platform study and expanding address confidentiality protections for domestic violence victims; SB 364 modernizing CPA licensure; SB 386 creating protections for farm equipment purchasers; and several Open Government Sunset Review bills preserving or extending public records and meeting exemptions, including SB 7000, SB 7202, SB 706, SB 708, SB 7012, SB 7014, and SB 7016. Most passed with little or no opposition, though some of the public-records measures drew a few nays. At the end, the Senate waived rules to immediately certify passed bills to the House and adjourned until the next scheduled meeting.
NM
New Mexico 2025 Regular Session
IC - Revenue Stabilization and Tax Policy Dec 16th, 2025 at 09:08 am
Revenue Stabilization & Tax Policy Committee
WA
Washington 2025-2026 Regular Session
House Finance Dec 4th, 2025
Transcript Highlights:
- We predict an array of negative and unintended outcomes that includes less programming, job loss, limited
Summary:
The House Finance Committee held a work session that began with welcoming new member Rep. Janice Zahn, who introduced herself as representing the 41st Legislative District. The Department of Revenue then gave an update on the Antio-related legislation following the Washington Supreme Court decision and the 2025 session changes. DOR explained its voluntary disclosure program and the new expanded voluntary disclosure agreement for taxpayers with unreported investment income, including broader eligibility and interest/penalty relief, but said utilization has been minimal so far because additional implementation questions remain unresolved.
The committee next received the annual update on the Working Families Tax Credit. DOR reported record participation in 2025, with about $205 million refunded through October and a major increase in applications after TurboTax added the credit to its filing software. Officials said most dollars went to households with children, outreach efforts remained important, and community partners and state agencies helped increase uptake. Members focused heavily on fraud concerns, especially tax preparers allegedly filing claims without applicants’ knowledge or diverting refunds; DOR said it is using fraud detection tools, training preparers, and trying to make applicants whole, but current law does not provide direct penalties against preparers.
The final portion covered implementation of engrossed substitute Senate Bill 5814, which expanded sales tax to certain services. DOR described the new tax framework, its guidance process, and the large volume of ruling requests and outreach since the law took effect October 1. Committee members asked about fiscal assumptions, the scope of taxable services, and whether the department had revised its implementation estimates; DOR said the fiscal note assumed broad application absent explicit exemptions and that no expenditure revision had been made. In stakeholder testimony, Expedia and T-Mobile argued the law creates complexity and competitive disadvantages for Washington businesses, while a construction training provider said the tax raises tuition for workers seeking required certifications. School and nonprofit representatives said the tax will increase costs for special education services, arts programming, and other public-facing activities, and urged exemptions or further legislative fixes. The chair closed by noting the committee would revisit 5814 in the next session and then adjourned the meeting.
CA
TX
TX
Transcript Highlights:
- hearings, but it seems like that is the common theme with this, and you know, naturally we can't predict
NM
New Mexico 2025 Regular Session
IC - New Mexico Finance Authority Oversight Jun 2nd, 2025
New Mexico Finance Authority Oversight Committee
Transcript Highlights:
- One was that it provided a predictable process for electric utilities in particular to pre-deploy infrastructure
MN
Minnesota 2025 1st Special Session
Press Conference: Leadership Media Availability on Last Day of Session Progress - 05/19/25
TX
Texas 89th Regular
S/C on Family & Fiduciary Relationships Apr 28th, 2025
S/C on Family & Fiduciary Relationships
Transcript Highlights:
- The upshot of all this is that the courts, attorneys, and CPS cases will be able to count on predictability
Bills:
HCR10, HB1814, HB2160, HB2353, HB2643, HB2971, HB3282, HB3382, HB3996, HB4507, HB4509, HB4805, HB5551, HB1863, HCR10
Keywords:
family abduction, child safety, custodial rights, parental kidnapping, awareness day, marriage license, informal marriage, family code, identity verification, child support, family law, child custody, court interview, parent-child relationship, child welfare, attorney ad litem, compensation, legal representation, government entity, HB 2643
TX
Transcript Highlights:
- or threatened to use force, and the intruder is injured while retreating, you wouldn't have that prediction
FL
Florida 2025 Regular Session
February 4, 2025 - 09:00 AM
Transcript Highlights:
- We nobody would have predicted that. We're thinking June 1st is coming, right?
Summary:
The committee received an overview from Agriculture Commissioner Wilton Simpson on the Department of Agriculture and Consumer Services, including staffing, licensing, forestry, law enforcement, and consumer services. He emphasized agriculture as a major economic driver and a national security issue, arguing that Florida should protect farmland, aquifer recharge areas, and the wildlife corridor through the Rural and Family Lands program. He said the program is cost-effective because the state buys development rights rather than land outright, keeps land on local tax rolls, and helps preserve farmland in perpetuity. He also highlighted the Fresh From Florida marketing program, increased social media reach, and the department’s efforts to reduce vacancies and improve pay and efficiency.
Members asked about nutrient management, citrus disease, housing, disaster recovery, wildfire prevention, interdiction stations, and concealed carry permitting. Simpson said SB 1000 and updated best management practice manuals, informed by University of Florida research, are helping agriculture use less water and fertilizer, and he described citrus greening as having devastated the industry while noting research, replanting programs, and CUPS as possible paths to recovery. On housing, he argued that allowing H-2A farmworker housing on farms would ease pressure on the broader housing market, and on disasters he described a zero-interest loan program for farmers affected by hurricanes and other events. He also detailed wildfire preparedness improvements, including upgraded helicopters, dozers, drones, and prescribed burns.
The commissioner said ag interdiction stations are catching stolen semis, drugs, human trafficking, and other illegal activity, and that the department wants more technology, including X-ray scanning, to inspect more trucks. He also discussed concealed carry administration, saying the department cleared a large backlog and that constitutional carry reduced but did not eliminate permit demand because permits still provide reciprocity and other benefits. Members generally praised the department’s work, expressed support for rural land protection, Fresh From Florida, water-quality improvements, and foreign-interference concerns, and the meeting ended with no formal votes or other committee action beyond adjournment.
FL
Florida 2025 Regular Session
Ethics and Elections Feb 4th, 2025
MN
Minnesota 2025-2026 Regular Session
House Higher Education Finance and Policy Committee 4/16/26
Higher Education Finance and Policy
Transcript Highlights:
- The A14 protects the long-term integrity of the state grant program by making the formula more predictable
- The A14 protects the long-term integrity of the state grant program by making the formula more predictable
- The A14 protects the long-term integrity of the state grant program by making the formula more predictable
Bills:
HF4252
Keywords:
higher education, student aid, financial aid, grant programs, scholarships, Office of Higher Education, Minnesota State, University of Minnesota, community college, technical college, postsecondary institution, college affordability, student fees, athletic facilities, competitive athletics, developmental education, remedial courses, pregnant students, parenting students, priority registration