Video & Transcript Research : 'AI arbitration'
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FL
Florida 2026 5th Special Session
Education Pre-K - 12 Jan 20th, 2026
Transcript Highlights:
- The bill further requires the department to partner with the Lassenger Center in an adaptive AI-based
Summary:
The Senate Education Pre-K through 12 Committee met with a quorum and considered several education-related bills. SB 1036 on school counselors was amended with a technical clarification and reported favorably. SB 1136 on dental screenings for K-12 students was converted by delete-all amendment to place the screening definition in the School Health Services Act and align notice and parent-exemption procedures; it also passed favorably, with support noted from PTA and other witnesses. SB 920 on mathematics education was reported favorably after discussion of applied algebra courses tied to career pathways, while preserving Algebra I standards, the end-of-course exam, graduation requirements, and university admission eligibility. SB 1216 on public school personnel compensation, which would give districts more flexibility on pay, cost-of-living adjustments, and advanced degrees, also passed favorably with broad support from educators and former school board members.
The committee then approved SPB 7022, which reenacts and extends a public records exemption for classroom examination and assessment instruments through 2031 and expands coverage to district school boards and public schools. SB 464 on observance of Veterans Day in K-12 schools was reported favorably after extensive debate about whether schools should be closed or could instead hold Veterans Day programs; supporters emphasized statewide consistency and honoring veterans, while some members raised scheduling and instructional-day concerns. SB 538 on physical education and extracurricular participation was amended to establish standardized eligibility rules for public, private, virtual, and home education students, limit duplicate participation across schools, require annual participation in the Presidential Youth Fitness Program, and leave coach compensation to district discretion; it was then reported favorably.
SB 178 on athletics and public K-12 schools was amended to add a $15,000 annual cap on coach personal spending per team and was reported favorably after discussion about good-faith support for student-athletes, recruiting concerns, and the need for guardrails. A temporary postponement was announced for SB 430 on the oath of school personnel. At the end of the meeting, Senator Osgood recorded a favorable vote on SB 1036, and the committee adjourned without further business.
FL
Florida 2025 Regular Session
October 7, 2025 - 03:30 PM
Transcript Highlights:
- DO YOU HAVE PROJECTIONS ON THE PERCENTAGE OF JOBS SUPPLANTED BY AI ESPECIALLY FOR THOSE IN MID OR LATER
MN
Minnesota 2025-2026 Regular Session
House Floor Session - part 1 May 18th, 2025
Minnesota House Floor Meeting
Transcript Highlights:
- A lot of that has to do with how the Board of Animal Health has handled High Path AI.
TX
Transcript Highlights:
- These cameras utilize AI technology that watches for certain situations such as distracted driving, rolling
Keywords:
education, funding, school districts, local control, equity, digital identification, identity verification, Department of Public Safety, Texas legislature, wireless communication, Texas, technology, identification program, fee structure, wireless devices, public safety, hunting license, handgun license, fingerprinting, dealer license
TX
Transcript Highlights:
- Massage is an industry I consider AI-resistant.
Keywords:
pediatrics, medical education, subsidiary, preceptorship, medical training, student programs, mental health, loan repayment, education funding, mental health professionals, healthcare access, Texas Success Initiative, exemption, public officers, employees, higher education, Capitol view, Austin, urban planning, construction
TX
Transcript Highlights:
- I have a technology consulting firm and a massage school, with massage being an industry I consider AI
Keywords:
pediatrics, medical education, subsidiary, preceptorship, medical training, student programs, mental health, loan repayment, education funding, mental health professionals, healthcare access, Texas Success Initiative, exemption, public officers, employees, higher education, Capitol view, Austin, urban planning, construction
ND
Transcript Highlights:
- So what this bill intends to do is accept the fact that we are now inundated more and more with AI that
Summary:
The Judiciary Committee heard House Bill 1582, a study bill on false accusations and false reports of a crime. The sponsor argued the issue is broad but important, citing concerns about weaponized accusations in custody, civil, and political disputes and saying the study should gather statistics on how often these offenses are charged and prosecuted. Testimony in support came from the Commission on Legal Counsel for Indigents and the North Dakota Association for Justice, both describing cases where false domestic-violence allegations or false reports caused arrests, jail time, and court burdens, while noting the difficulty of finding statistics or examples of prosecutions. Members questioned the bill’s scope, and the committee amended it to narrow the study to North Dakota Century Code Chapter 12.1 before giving it a do pass recommendation by roll call vote.
The committee then took up House Bill 1613, which addresses autonomous vehicles, robots, and law enforcement use of technology. The sponsor explained the amendment was intended to create definitions for autonomous, remote, lethal, and less-than-lethal systems, while preserving current law enforcement tools such as body cameras, license plate readers, and other cameras, and requiring warrants or use-of-force policies in certain situations. Testimony and discussion focused on ensuring humans remain involved in decisions to deploy weapons, limiting autonomous use of lethal force, and clarifying how drones and other devices could be used for surveillance or emergency response. After discussion of concerns from law enforcement, technology, and other stakeholders, the committee adopted the amendment and then passed the bill as amended by roll call vote.
Finally, the committee heard House Bill 1499, which would make home addresses and telephone numbers of federal judges, magistrate judges, and U.S. Supreme Court justices confidential under state open-records law. The sponsor and the Attorney General’s office said the bill would extend protections already given to state judges and other justice-system employees, noting increased threats to judges and explaining that federal law does not fully protect these records in state files. With no opposition offered, the committee gave the bill a do pass recommendation and then adjourned after noting it had completed action on all 122 bills before it, with only two conference committees remaining.
AL
Transcript Highlights:
- I have not heard about, you know, with so much AI going on now.
Bills:
HJR 99, HB 1399, HB 1400, HB 1094, HB 365, HB 1109, HB 647, HCR 35, SB 14, HB 12, HB 1522, HB 422, HB 675, HB 204, HB 748, HB 912, HJR 99, HB 1399, HB 1400, HB 1094, HB 365, HB 1109, HB 647, HCR 35, HCR 123, HCR 124, HR 57, HR 87, HR 111, HR 228, HR 230, HR 322, HR 624, HR 625, HR 626, HR 627, HR 628, HR 630, HR 631, HR 634, HR 635, HR 636, HR 637, HR 638, HR 639, HR 640, HR 645, HR 646, HR 648, HR 649, HR 651, HR 652, HR 653, HR 654, HR 664, HR 665, HR 668, HR 675, HR 676, HR 678, HR 679, HR 680, HR 683, HR 686, HR 688, HR 689, HR 694, HR 695, HR 697, HR 698, HR 699, HR 472, HR 622, HR 632, HR 633, HR 643, HR 655, HR 657, HR 660, HR 661, HR 662, HR 663, HR 667, HR 670, HR 674, HR 681, HR 682, HR 696
Keywords:
animal feed, tax exemption, ad valorem taxation, retail, constitutional amendment, retail sale, tangible personal property, Texas tax code, groundwater, water conservation, financial assistance, Texas Water Development Board, innovation fund, local conservation districts, transportation protection agreement, funeral services, insurance exemption, regulation, deceased transportation, HB 365
CA
CA
California 2025-2026 Regular Session
Assembly Floor Session Mar 10th, 2025
California House Floor Meeting
NM
Transcript Highlights:
- , including our data dashboard that some of you are familiar with, and assessments, accountability, AI
MN
Minnesota 2025 1st Special Session
House Floor Session 5/5/25 - Part 2
Minnesota House Floor Meeting
Transcript Highlights:
- Those requests had been $31 million in agency operating increases and $16 million in fee increases, AIS
- Those requests had been $31 million in agency operating increases and $16 million in fee increases, AIS
- c><00:22:35.039>
and <00:22:35.200>groundwater <00:22:36.039>permit increases, AIS - and groundwater permit increases, AIS and groundwater permit applications.<00:22:37.919>
That - fees of $6.5 million for budget. uh AIS fees of $6.5 million for the<00:28:12.720>
bianium <00
KY
Kentucky 2026 Regular Session
House Legislative Session Day 50 (3-19-26)
Kentucky House Floor Meeting
HI
Hawaii 2025 Regular Session
ACT 279 WG Info Briefing - Mon Dec 1, 2025 @ 10:00 AM HST
Hawaii House Floor Meeting
Transcript Highlights:
- right >> right >> and<01:09:36.000>
under <01:09:36.480>60% <01:09:36.960>AI - >> and under 60% AI >> and under 60% AI >> whatever<01:09:38.319>
they <
Summary:
The Act 279 working group met for an informational briefing with DHHL on its use of the $600 million appropriation and progress on the department’s implementation plan. The chair reviewed the working group’s oversight role, noting that it was created to monitor expenditures, project development, and progress toward reducing the Hawaiian Homes waitlist, and that the group must submit a progress report before the 2026 session and a final report before the 2027 session. DHHL said it had provided an updated booklet reflecting the Hawaiian Homes Commission’s February 2024 recommendations and a detailed accounting of encumbrances and project progress across the islands.
DHHL highlighted several implementation themes: innovative financing and construction methods, land acquisitions and exchanges, technology, beneficiary services, and partnerships with counties and private entities. The department described a “project lease” model that gives beneficiaries access to a project rather than a specific lot, with options such as turnkey homes, owner-builder, self-help, or rent-to-purchase arrangements depending on financial qualification. Officials said this approach is intended to serve lower-income beneficiaries, expand access for people on the waitlist, and allow beneficiaries to receive support services such as financial literacy and down payment assistance.
The department reported that roughly $511 million had been encumbered for infrastructure, about $152.8 million for acquisitions, financing, and beneficiary services, and about $36 million in other covered costs, with about $588.9 million encumbered as of December 31 and about $120 million expected to be spent by that date. Officials said the original implementation plan covered about 2,722 units, while the updated plan projects roughly 6,000 to 7,000 leases and 2,472 lots to be occupied. They also described phase-two needs for additional funding, including projects on Hawaiʻi, Maui, Kauaʻi, and Oʻahu, and said they would need continued legislative support, including possible bonding and private activity bond set-asides, to complete remaining projects.
Members discussed the distinction between encumbered and spent funds, and DHHL explained that encumbrances reserve money for specific contracts while construction spending occurs over time through progress payments. The department also showcased examples of innovative projects, including a high-rise project in urban Honolulu financed through a mix of private activity bonds, tax credits, and state funds, and an acquisition-based project in Kapaʻa, Kauaʻi using multiple funding sources. DHHL emphasized partnerships with the City and County of Honolulu and Maui County, and said it is still assessing future projects to keep infrastructure costs manageable and ensure homes are safe and affordable for beneficiaries.
HI
Hawaii 2025 Regular Session
HRE, WTL-HRE, HRE-LBT Public Hearings 03-18-2025
Transcript Highlights:
- pass and I think we certainly needs<01:13:26.640>
to <01:13:26.800>have <01:13:27.280>AI - <01:13:29.280>
uh needs to have AI that is the future. uh needs to have AI that is the future
Summary:
The committee heard three University of Hawaiʻi-related measures. HB 718 HD1 would appropriate funds for faculty and staff positions at the John A. Burns School of Medicine in cardiovascular, law, biology, tropical medicine, quantitative health/biostatistics, and environmental health and safety. Testimony was in support, including from university representatives and others who submitted written testimony. Members asked whether the positions were additional and how they would affect enrollment; the university said the hires would teach medical students and conduct biomedical research, helping increase the class size to about 77 and eventually 80, and noted a workforce paper requested by the committee would be provided soon.
The committee then discussed SB 1170 HD1, which would grant resident tuition at any UH campus to certain graduates of Hawaiʻi high schools enrolling in undergraduate programs. UH supported the bill and said it had adjusted its testimony in response to prior committee concerns. Members focused on the proposed four-year window, asking why that timeframe was chosen and whether the change was needed at all. UH explained that four years would allow students who left the state to return and still complete an undergraduate degree or prepare for graduate school, and said the bill would help students who come back after one or two years but otherwise would have to wait a year to reestablish residency under current rules. UH also said it was discussing possible administrative rule changes as an alternative if the bill did not pass.
Finally, the committee heard HB 1300 HD1, which would fund a University of Hawaiʻi Cancer Center pilot study on cancer disparities among Native Hawaiians, Pacific Islanders, Filipinos, and people living near landfills in Nanakuli, focusing on social determinants of health, lifestyle, environmental exposures, and resilience factors. Testimony from researchers and advocates strongly supported the measure, saying the study could help explain cancer disparities and support future research funding. Members questioned the cost, the reliance on future federal or foundation funding, and the practical outcome of the study. The Cancer Center said the pilot would cost about $500,000 per year for two years, with later funding sought from federal, nonprofit, or private sources; it said the study would produce longitudinal data that could help identify at-risk groups and provide evidence for policy decisions, though members expressed concern that the project needed a clearer end goal and stronger case for public investment.
NH
New Hampshire 2025 Regular Session
House State-Federal Relations and Veterans Affairs (01/17/2025)
State-federal Relations and Veterans Affairs
MS
Mississippi 2026 Regular Session
MS Senate Floor - 12 March, 2026; 10:00 AM
Mississippi Senate Floor Meeting
Transcript Highlights:
- And so, that established the first relations there, and thanks to AI, a little fact that I did not know
- the first um relations there and<00:15:22.440>
thanks <00:15:22.800>to <00:15:23.000>AI - , and thanks to AI, and thanks to AI, uh, uh, uh, a<00:15:25.720>
little <00:15:26.040>
Summary:
The Senate convened with a quorum present, opened with prayer and the pledge, and then dispensed with the reading of the journal, committee reports, and bill titles. The chamber also recognized several guests and groups, including the doctor of the day, visitors from Quebec, the Sumrall High School boys soccer team, Starkville public safety officials, and the Hattiesburg High School choral arts program. A resolution honoring the long-standing partnership between Quebec and Mississippi was read and adopted, and Ms. Nathalie Rivard of Quebec addressed the Senate about historical ties and economic cooperation between Quebec and Mississippi.
The Senate then moved through a series of procedural actions on the calendar, including multiple motions to table reconsideration on medical cannabis and ARPA-related bills, and several motions to not concur and invite conference on workforce and budget measures. Among those were Senate Bill 2294, the Mississippi Future Innovators Act, Senate Bill 2288 on workforce training, Senate Bill 2401 on workforce development, Senate Bill 2189 on budget transfers, Senate Bill 2895 on ARPA funds, and Senate Bill 2917 on appropriations transfers. These motions were adopted, sending the measures to conference or otherwise advancing them as noted.
A major portion of the meeting focused on appropriations bills. House Bill 1935, the Education Department appropriation, was explained in detail and adopted after a strike-all amendment; the bill includes funding for the student formula, teacher and assistant pay raises, special education supplements, school attendance officers, testing contracts, early learning coaches, and CTE instructor raises, with offsets from reduced or eliminated line items such as school safety platforms and certain vendor programs. The Senate also adopted strike-all amendments and passed House Bills 1936 and 1937 for Mississippi Public Broadcasting and the Library Commission, and then moved on to House Bill 1933 for the Bureau of Building. The Senate recessed until 2:30 p.m. and announced an appropriations meeting shortly after recess, while leadership noted that many supplemental appropriations bills would be considered later with attention to whether they contained reverse repealers and would go to conference or final passage.
MS
Mississippi 2026 Regular Session
MS House Floor - 5 March, 2026; 10:00 AM
Mississippi House Floor Meeting
Transcript Highlights:
- strengthen the IT workforce and foster innovation to support research and best practices related to AI
- best practices support research and best practices related<01:16:00.560>
to <01:16:00.800>AI - skills,<01:16:01.920>
cloud <01:16:02.400>skills, <01:16:02.880>and related to AI - skills, cloud skills, and related to AI skills, cloud skills, and cyber<01:16:03.600>
skills.
Summary:
The House convened with prayer and the Pledge of Allegiance, then confirmed a quorum, dispensed with the journal reading, and moved into the calendar. Members also introduced several visitors and groups in the galleries, including AFL-CIO representatives, Volunteer Mississippi, the Mississippi Alliance of Nonprofits and Philanthropy, New England College students on a civil rights tour, and other guests and constituents. The chamber then proceeded through a series of motions to reconsider, table, or advance bills on the calendar.
On the appropriations calendar, the House passed several Senate bills after adopting strike-off or amendment language. Senate Bill 2896, described as a potential trooper pay raise measure, was amended and passed 128-0. Senate Bill 2898 increased the MIMA disaster assistance trust fund from $20 million to $40 million and passed 128-0, and Senate Bill 2924 authorized spending from that fund and passed 119-0. Other appropriations measures included Senate Bill 2825 on the healthcare industry zone act, Senate Bill 2832 extending a repealer for the short-line railroad tax credit, Senate Bill 2834 on motor vehicle specialty tags, Senate Bill 2835 allowing banks to use third-party vendors to check liens, and Senate Bill 2846 on conduit bonds; each was explained as largely conforming to House language or adding reverse repealers, and each passed overwhelmingly.
The Ways and Means calendar included Senate Bill 2850, which removed a reverse repealer and updated the Advantage Jobs Act to align incentives with prior commitments and future tax changes; it passed 119-0. Senate Bill 2873 expanded administrative forfeiture procedures to products on the cigarette and ends registry and passed 117-1. Senate Bill 2882 clarified that tax assessors cannot require settlement statements for homestead exemptions and passed 118-0. Senate Bill 3111, which would exempt up to 10 cases of wine donated annually to nonprofits from alcohol taxes, drew some concern and passed 97-13 after a reverse repealer was added. Senate Bill 316 added energy storage facilities such as batteries to the definition of alternative energy for local ad valorem tax purposes and passed 114-1. Senate Bill 3124 revised the Pregnancy Resource Act to allow individuals as well as businesses to participate in the tax credit, adjust reporting and in-state requirements, and incorporate House language; the transcript cuts off before the final vote on that bill.
MN
Minnesota 2025-2026 Regular Session
House Health Finance and Policy Committee 3/4/26
Health Finance and Policy
Transcript Highlights:
- linger on these examples, but I will point out that Maryland was awarded a grant specifically to develop AI
- 19:22.880>
specifically <00:19:23.360>to <00:19:23.600>develop <00:19:24.160>AI - grant um, specifically to develop AI grant um, specifically to develop AI tools<00:19:24.960>
Keywords:
Medical Assistance, Medicaid, MNsure, MinnesotaCare, disability determination, expedited eligibility, state medical review team, compassionate allowance, rare disease, home and community-based services, long-term care, managed care, county-based purchasing, eligibility redetermination, periodic data matching, death master file, Social Security Administration, program integrity, income eligibility, asset test
Summary:
The House Health Finance and Policy Committee met on March 4, 2026, approved the minutes from its February 25 and March 2 meetings, and then heard a presentation from Katherine Castanza of the National Conference of State Legislatures on Medicaid eligibility changes in the federal One Big Beautiful Bill Act (HR1/OB3). The presentation focused on provisions affecting Medicaid expansion adults ages 19 to 64, including new work and community engagement requirements, changes to retroactive eligibility, quarterly death master file checks, address verification requirements, six-month redeterminations for expansion enrollees, and new limits on some lawful permanent residents and other immigrant groups. Castanza also discussed state implementation issues, including the need for new data-sharing systems, system modernization, outreach, and options for helping people transition to other coverage if they lose eligibility.
She said the work and community engagement rules take effect January 1, 2027, with states given flexibility on look-back periods, consecutive versus nonconsecutive months, and optional hardship exemptions, and noted that CMS guidance is not expected until June 2026. She also described federal support for implementation, including $200 million in grants and a 90% federal match for eligibility system work, while warning that the fast timeline could lead to coverage losses, churn, and challenges for special populations such as caregivers, people with behavioral health conditions, incarcerated individuals, and rural residents. She further explained that an erroneous payment provision could expose states to federal recoupment later if eligibility errors increase.
During member questions, Representative Beerman asked about the overall size of the Medicaid cuts and the cumulative national impact; Castanza said estimates vary by state and cited KFF analysis suggesting states could lose 4% to 19% of federal Medicaid revenue, with a newer RAND analysis recently released. Beerman also asked about the history and effectiveness of state work requirements, but that discussion was not completed in the excerpt. Representative Elkins noted the presentation was not initially posted on the committee website, and the chair said it had since been posted.
MN
Minnesota 2025-2026 Regular Session
Committee on Jobs and Economic Development - 02/25/26
Jobs and Economic Development
Transcript Highlights:
- joined by the University of Minnesota data science team for an update on artificial intelligence and the AI
- :25.520>
the intelligence and the artificial and the intelligence and the artificial and the AI - 27.440>
are <01:35:27.600>hoping <01:35:27.840>to <01:35:28.000>develop AI - They are hoping to develop AI ecosystem. They are hoping to develop in<01:35:28.719>
Minnesota.