Video & Transcript Research : 'AI arbitration'
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FL
Florida 2025 Regular Session
December 10, 2025 - 01:00 PM
Transcript Highlights:
- we used AI today and where we're going in the future?
- It specialists they were AI specialist.
- So while we view AI in that committees activity is ongoing. Important.
- We don't want AI squeezing out in a bunch of different directions.
- What is the process for validating AI out puts but is the process for validating AI outputs?
TX
Transcript Highlights:
- The substitute aligns the definition of AI systems within existing statutes.
- The other thing I'd share with you is that today we have this enormous challenge with AI—AI and the management
- of AI from a governance perspective.
- They will be AI-enabled; they are AI-enabled, and they're already dramatically outmanning us.
- When used correctly, AI can improve efficiency and reduce research. needs.
Bills:
HB146, HB150, HB1500, HB1545, HB1562, HB2067, HB2520, HB2818, HB3214, HB3250, HB3466, HB3512, HB3623, HB4063, HB4395, HB4464, HB4668, HB4690, HB5331, HB3833, HB146, HB150
Keywords:
HB 146, Texas Capitol, State Capitol, State Preservation Board, Congress Avenue, Travis County, traffic lanes, lane closure, road closure, municipal authority, local control, Capitol area, downtown Austin, special events, construction traffic plan, pedestrian safety, public works, transportation policy, government code chapter 443, cybersecurity
TX
Texas 89th 2nd C.S.
Ways & Means
Transcript Highlights:
- AI is the way we describe it.
- Dan Diorio: There will be AI compute in a data center, but it won't be exclusively dedicated to AI.
- That's all AI.
- , and the economic value of AI is far higher.
- AI workloads require computing power at enormous scale, and the nation that leads in AI infrastructure
ND
North Dakota 2026 1st Special Session
Energy Development and Transmission Committee Jun 2nd, 2026
Energy Development and Transmission Committee
Transcript Highlights:
- Because I find it a little ironic that the anti-data folks are using AI to counteract AI.
- Regarding the data center buildout specifically, the book *Empire of AI* chronicles the history of AI
- out there with the compute power and AI buildup.
- development and deployment. a monopolistic dominance over AI development and deployment.
- there with the compute power and AI billbo.
Summary:
The committee met in Grand Forks, approved the February 26 minutes by voice vote, and recessed for a tour of the Mincota Power Cooperative headquarters before returning for presentations on large energy consumers, especially data centers. The first presentations focused on how North Dakota should respond to rapid growth in energy-intensive projects, with speakers emphasizing the need for reliable transmission, local decision-making tools, and factual information for county and township officials who are being asked to weigh major projects with limited staff and technical support.
The North Dakota Transmission Authority director said local governments are being asked to make high-impact decisions on pipelines, transmission lines, large agriculture, wind, solar, carbon dioxide pipelines, direct-air capture, and data centers, and urged development of simple statewide decision tools and support from the League of Cities and Association of Counties. The Department of Environmental Quality’s air division director said North Dakota’s air remains among the cleanest in the nation, but large data centers can create air-quality concerns because of diesel backup generation; he said the department is requiring air monitors at some facilities and expects grid power and, potentially, cleaner natural gas backup to reduce emissions. Members asked about emissions standards, misinformation, monitoring costs, and staffing succession at DEQ.
The Department of Water Resources director said North Dakota’s water law is based on common ownership and prior appropriation, and that data centers generally use relatively small amounts of water, often in closed-loop systems. He said the Missouri River and groundwater supplies are ample for projected needs, that the department’s permitting process protects senior water rights, and that even a worst-case data center scenario would use a very small share of Missouri River flow. Members asked about downstream impacts and compared data center water use with fracking. Later, McLean County State’s Attorney Ladd Erickson urged the committee to study how other states regulate data centers, warned against litigation-driven delays and overly broad local ordinances, argued reclamation bonding should be handled at the state level if at all, and said data centers can bring jobs and tax base but should remain subject to local zoning. The committee ended the morning session for lunch and later heard an EERC update from CEO Charles Gorecki on the center’s 75 years of work in energy and environmental technologies, especially oil and gas development and related research.
TX
Transcript Highlights:
- using AI CSAM to exploit school-age children.
- Or AI CSAM.
- using AI CSAM to exploit school-age children.
- Created using AI technology.
- AI curriculum needs to be important.
Summary:
The Senate Education K-16 Committee heard several bills focused on school finance, transparency, student safety, and educator misconduct. SB 843 by Senator Kolkhorst would create a centralized TEA database for school bond elections, tax rates, and project details; supporters said it would improve transparency for taxpayers, while members discussed the fiscal note and suggested adding charter schools. SB 1224 by Senator Sparks would require superintendents to report alleged romantic, sexual, or abusive conduct between staff and students directly to law enforcement within 48 hours, with penalties for failure to report; testimony from advocates and survivors strongly supported the bill and urged that it also apply to private and charter schools. SB 747 by Senator Paxton on behalf of Senator King would require school district policies addressing AI-generated sexually explicit images of minors as cyberbullying and direct the School Safety Center to develop guidance; the committee heard emotional testimony from a student victim and discussed school authority to discipline off-campus conduct and the role of cell phones.
The committee also heard SB 1636 by Senator Hinojosa, which would limit use of interest and sinking tax revenues to debt service for voter-approved capital projects and not deferred maintenance; school finance witnesses raised concerns that the bill’s language could restrict needed facility maintenance spending and asked for a clearer definition of deferred maintenance. SB 2185, also by Senator Hinojosa, would expand access to the bilingual education allotment for dual-language programs; district officials and educators testified in support, saying it would remove barriers to funding and better support bilingual instruction. SB 604 by Senator West would require the Permanent School Fund Corporation to publicly track bonds backed by the state guarantee program that are downgraded to speculative or junk status, with West arguing the information would provide an early warning sign of district financial distress.
Across the hearing, much of the testimony centered on student protection and accountability in schools. Multiple witnesses described educator misconduct cases, failures to report abuse, and the need for outside law enforcement involvement rather than internal district investigations. Committee members repeatedly discussed extending reporting and safety requirements to private and charter schools, and several witnesses urged independent oversight. No bills were voted out; each measure heard was left pending, and the committee recessed subject to the call of the chair.
CO
Colorado 2026 Regular Session
Colorado House 2026 Legislative Day 097 Apr 21st, 2026
Colorado House Floor Meeting
Transcript Highlights:
- person, but very likely an AI chatbot. person, but very likely an AI chatbot.
- conversational AI services must conversational AI services must regularly<01:54:04.719>
disclose< - Sends a selfie to AI and says, "How does it look?" And the AI says, "Oh, it looks great.
- 30% of teens report using AI every day. 30% of teens report using AI every day. around<01:57:25.119
- is that where the user responds, the AI is that where the user responds, the AI chatbot<02:21:37.200
Summary:
The House convened, established a quorum, and approved the journal. Members then made several announcements about upcoming committee meetings, including Appropriations, Agriculture/Water/Natural Resources, State/Civic/Military/Veterans Affairs, and Finance. The chamber also observed a moment of silence honoring the 13 victims of the Columbine High School shooting on its anniversary, with names read into the record.
The House adopted Senate Joint Resolution 19, which celebrates Colorado’s sister-state relationship with Taiwan, supports stronger trade and academic ties, supports the double-taxation agreement, and endorses Taiwan’s participation in international organizations. Supporters highlighted Colorado exports, especially beef, and the long-standing economic and democratic ties between Colorado and Taiwan. The resolution passed on a 60-yes vote with five excused.
The House then moved into special orders, including House Bill 1346, which would allow the Department of the Treasury to use a third-party purchaser to sell remaining insurance premium tax credits. Supporters argued the bill would help fully place the credits and avoid a revenue shortfall, while opponents criticized it as a form of borrowing against future revenue and market gaming. After debate, House Bill 1346 passed. The chamber also began consideration of Senate Bill 40, a Prop 123 cleanup bill related to affordable home ownership and land banking. Amendments L16 and L17 passed, while amendment L18, which would have required more reporting on project costs and outcomes, failed. Debate on the bill centered on housing affordability, program flexibility, and whether the state is effectively measuring results.
NM
New Mexico 2025 Regular Session
IC - Legislative Health and Human Services May 20th, 2025
Legislative Health & Human Services Committee
Transcript Highlights:
- uh, in the Congress, it has a provision that keeps states from enforcing or enacting legislation on AI
- The AI one. Um, so are there questions on that?
- Madam Chair, In the AI community today. It's where the internet was 20 years ago. Largely.
- I think that the AI horse is out of the barn, there's no slowing it down. It's just a.
- What is the State Department that is charged with executing AI? Do it. Do it.
FL
Florida 2026 Regular Session
Senate in Special Session D Apr 28th, 2026
Florida Senate Floor Meeting
Transcript Highlights:
- Protecting Floridians from the dangers of artificial intelligence, including an AI Bill of Rights for
- I think that this bill weakens protections for parents and for consumers when it comes to AI.
- AI, then they say, wait a second, the Florida Legislature said they did something about this.
- AI, then they say, wait a second, the Florida Legislature said they did something about this.
- Senator Leake did, that this is not going to be the last time we do an AI bill.
Summary:
The Senate convened with an opening prayer and the Pledge of Allegiance, then administered the oath of office to newly elected Senator Brian Nathan of District 14, who was welcomed by the chamber. The Secretary read the governor’s amended special session proclamation, which expanded the call to include legislation on artificial intelligence protections, an AI Bill of Rights, related public records exemptions, and medical freedom, in addition to congressional redistricting and related litigation funding. The chamber then read the bills filed within the call: SB 2D (Artificial Intelligence Bill of Rights), SB 4D (public records), SB 60 (medical freedom), and SB 8D (congressional districts). The Rules Chair moved SB 2D and SB 4D forward, and the Senate took up SB 2D first.
On SB 2D, the sponsor said the bill was intended to protect parents and children from deceptive AI practices, safeguard personal information and image rights, and ensure technology serves rather than deceives Floridians. Senator Grall opposed the bill, arguing it weakened protections and gave parents a false sense of security, while Senator Busillo supported it as a necessary but imperfect first step that should be implemented carefully. After debate, the Senate passed SB 2D by a vote of 37 yeas and 1 nay.
The Senate then passed SB 4D, the companion public records exemption bill, after brief discussion about which investigative files would be exempt during enforcement proceedings; the vote was 33 yeas and 4 nays. The Rules Chair announced committee scheduling, noted SB 60 (medical freedom) would be temporarily postponed in Rules, and the Senate also set SB 8D for special order on Wednesday, April 29. The chamber adjourned until 10 a.m. on Wednesday, April 29.
CA
California 2025-2026 Regular Session
Joint Hearing Assembly Select Committee on Cybersecurity and Assembly Emergency Management Committee Aug 19th, 2025
Transcript Highlights:
- I want to just ask a little bit more about AI.
- But now we're moving into AI with cybersecurity.
- So we're looking at AI in—I cut you off, I apologize if I did—we're looking at AI really kind of ...in
- AI, first off, AI has been part of Palo Alto's stack for the last dozen or more years.
- use AI as an innovative tool, but safely.
Summary:
The Assembly Select Committee on Cybersecurity and the Assembly Committee on Emergency Management held a joint informational hearing focused on maximizing the value of state cybersecurity investments, especially by fully using security features already included in existing vendor contracts. The first panel included representatives from Microsoft, Zscaler, and Palo Alto Networks, who described the products and services they provide to California and generally agreed that agencies often have strong adoption in some areas but still face challenges from tool overlap, limited staff, lack of awareness of available features, and the need for ongoing training and configuration support. They also discussed major threats such as ransomware, data loss, attack-surface exposure, IoT/OT vulnerabilities, and the growing role of AI in both attacks and defenses.
Members pressed the vendors on whether state departments underuse purchased cybersecurity tools, how to improve utilization, and how to address the cybersecurity workforce shortage. The vendors said utilization is often constrained by staffing, procurement complexity, and the need to align tools with agency missions and maturity levels, but emphasized that training, leadership buy-in, and regular vendor-agency collaboration can improve results. They also discussed how AI can help with phishing triage, data-loss prevention, and security operations, while warning that agencies must manage AI safely and with human oversight.
The second panel featured officials from the Department of Technology, Cal OES/CalSIC, and the California Military Department. They described statewide oversight efforts including audits, independent security assessments, continuous monitoring, advisory services, vulnerability disclosure programs, and workforce development initiatives such as the Information Security Leadership Academy and Cybersecurity Education Summit. Officials said some underutilization is real, but it is often tied to differing agency maturity, overlapping tools, and deliberate feature restrictions to reduce attack surface and complexity; they emphasized a balanced approach using people, process, and technology, with plans of action and milestones to hold departments accountable. They also noted federal uncertainty around MS-ISAC and the state and local cybersecurity grant program, saying California is advocating through federal partners and monitoring the impact. The hearing ended after public comment and adjournment.
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Monday, February 23, 2026)
US Federal House Floor Meeting
Transcript Highlights:
- AI into their operations.
- Speaker, I rise in support of the Small Business AI Advancement Act.
- Today I rise to speak for consideration of H.R. 3679, the Small Business AI Advancement Act.
- I RISE TO SPEAK FOR CONSIDERATION OF H.R. 3679, THE SMALL BUSINESS AI ADVANCEMENT ACT.
- H.R. 3006 will eliminate roadblocks to and increase implementation of AI.
NH
Transcript Highlights:
- called My AI.
- Yet very few AI companies currently have good practices to develop child-safe AI.
- /c> which has its own AI called my AI in which has its own AI called my AI in there<01:02:47.680>
- there yet very few AI companies there yet very few AI companies currently<01:02:50.279>
have< - reports of generative AI reports of generative AI exploitation<01:09:00.880>
we <01:09:01.080
VT
Transcript Highlights:
- >
that chief data and AI officer was that chief data and AI officer was that they<02:09:52.880 - <02:15:24.160>
uh accepted funding from the AI uh accepted funding from the AI uh industry - AI systems, while accountability.
- Uh section three restricts on AI Uh section three restricts on AI representing<02:20:29.960>
- Section three establishes that AI Section three establishes that AI systems<02:20:45.800>
not
Summary:
The House opened with a devotional reading for St. Patrick’s Day, followed by the Pledge of Allegiance and the reading of a resignation letter from Representative Hooper of Burlington. The letter said the House environment had changed significantly and that he was resigning before the next cycle, while thanking colleagues and urging bold leadership to address major problems facing Vermonters.
Members then received first readings and referrals for a large slate of bills. House bills introduced included measures on tax administration, hunting license fees, emergency management, oath and affirmation language in statutes, judiciary procedures, a Vermont homelessness response continuum, paperwork reduction, public utility subjects, municipal regulation of agriculture, miscellaneous agricultural subjects, and municipal permitting of ground-mounted solar arrays. Senate bills referred to House committees included vocational rehabilitation, home improvement and land improvement fraud, advanced metering infrastructure devices, water quality, and fair employment practices. Several other bills on the notice calendar were also referred to Ways and Means or Appropriations because they affected state revenue or carried appropriations.
The House adopted two concurrent resolutions on the consent calendar: HCR 214, honoring Irish-American patriots and their role in American independence, and HCR 220, welcoming the USS Vermont’s namesake visit and designating April 18, 2026 as USS Vermont Day. Members also offered announcements recognizing guests from the USS Vermont and related veterans’ groups, remembering former Representative Ken Harvey, and noting upcoming events such as March Madness pools, the Legislative Cabaret, a Rural Caucus meeting, and a NAMI Walks team.
On the floor calendar, H. 723 on posting of land was taken up, amended as recommended by the Committee on Environment, and ordered to third reading on a 10-0-1 committee vote. The House then began second reading of H. 757 on manufactured homes and limited equity cooperatives; committee members described manufactured housing as a key affordable housing option in Vermont and said the bill would clarify how these homes are purchased, titled, taxed, and financed, while reducing costs and improving consistency for homeowners, lenders, and municipalities.
US
US Federal 2025-2026 Regular Session
Hearings to examine the nominations of Preston Griffith, of Virginia, to be Under Secretary, and Dario Gil, of New York, to be Under Secretary for Science, both of the Department of Energy. Apr 10th, 2025 at 09:00 am
Energy and Natural Resources Committee
Transcript Highlights:
- AI.
- Dario Amodei, CEO of Anthropic, has evocatively referred to the potential of AI as having a country of
- And we have to protect it in all the technologies, in AI, in quantum, in fusion, and so on.
- We've got to feed the rise in demand for AI, for the reshoring of manufacturing.
- One of those investments is in the area of AI and quantum.
Keywords:
nominations, Undersecretary of Energy, Undersecretary of Science, Preston Griffith, Dario Gil, energy policy, scientific innovation
Summary:
The meeting was convened to discuss several significant nominations, particularly focusing on Preston Wills Griffith III for Undersecretary of Energy and Dr. Dario Gil for Undersecretary of Science. The committee underscored the importance of these roles in shaping American energy policy and scientific innovation. The discussion highlighted the nominees' backgrounds, with Griffith having extensive experience at the Department of Energy and the White House, and Gil bringing expertise in quantum technology and energy research. Members expressed a strong desire to understand the nominees' perspectives on current challenges facing the energy sector, including regulatory mandates and national security concerns. The meeting concluded with a commitment to ensuring thorough evaluations of the candidates and their proposed approaches to pressing issues.
LA
Transcript Highlights:
- So I decided to do a resolution, just urging them to ensure that AI...
- We also have developed our AI framework.
- So we've got AI pilots in schools looking at how teachers can use AI to improve outcomes for students
- it comes to AI, there's still that question of where AI fits appropriately into content.
- So while AI isn't math, there are ways to appropriately use AI in math.
Summary:
The committee met on May 19, 2026, with a quorum present and first heard a presentation from Superintendent Cade Brumley on Louisiana’s recent education scorecard, which showed the state ranked first nationally in reading growth, second in math growth, and first overall in academic growth from 2022 to 2026. Members praised teachers and the department for the results. The committee then deferred SB 507 at the author’s request.
The committee reported several bills favorably. SB 484 by Sen. Abraham, as amended, transfers selected duties from the Board of Regents to university management boards and Louisiana Works, adjusts authority over certain higher-education initiatives, creates a study of LUMCON’s placement, and adds financial reporting and early-warning requirements for universities. SB 157 by Sen. Jenkins, as amended, creates six weeks of paid parental leave for eligible public K-12 employees for birth, adoption, or fostering, with a reimbursement fund subject to appropriation; testimony emphasized family support, recruitment and retention, and health benefits. SB 83 by Sen. Edmonds, as amended, requires human trafficking prevention and victim-identification training in schools and updates coordination and service language; the amendment made implementation subject to appropriation and clarified the governor’s office role.
The committee also reported SB 450 by Sen. Edmonds, as amended, requiring mandatory reporting of school threats and physical security assessments, with student witnesses and members stressing school safety and the need for funding and practical security measures. SB 132 by Sen. Klein-Peter, as amended, requires exterior master key boxes and updated school mapping data for emergency response, with an amendment exempting districts already using such boxes. Finally, Rep. Carver presented HR 251 on recess for K-3 students, citing Oklahoma’s expanded recess law and research on physical activity and learning, but said he would keep the resolution parked for further discussion rather than seek a vote.
US
US Federal 2025-2026 Regular Session
Hearings to examine big fixes for big tech. Apr 1st, 2025 at 01:30 pm
Competition Policy, Antitrust, and Consumer Rights Subcommittee
Transcript Highlights:
- help teens avoid toxic social media. content on Instagram, especially with the help of third-party AI
- Increasingly, big tech firms are not producing cutting-edge innovation, especially in AI.
- at our position as the world's leader in AI innovation and development.
- What if you could choose your AI agent?
- Next feed recently was a request for startups for alternatives using AI to replace YouTube kids.
Keywords:
antitrust, competition policy, digital advertising, monopoly, America Act, big tech, consumer rights
Summary:
The meeting, titled 'Big Fixes, Big Tech', marked the first hearing of the Senate antitrust competition policy and consumer rights subcommittee in the 119th Congress. Chairman Lee opened the session focusing on the urgent need for effective solutions regarding anti-competitive behavior among major tech firms like Google and Facebook, highlighting several ongoing court cases regarding monopolistic practices in the digital advertising and search markets. Key discussions included the limitations imposed on small businesses and innovation due to the dominance of these tech giants, with many testimonies advocating for stronger legislative measures, including the America Act. The act aims to disrupt the monopolistic capabilities of these firms and restore competitive integrity in the marketplace, which has suffered under their oppressive market control.
MN
Minnesota 2025-2026 Regular Session
Funding Disability Services / Regulating Artificial Intelligence / Senate Media Service’s Upgrade Feb 23rd, 2025
Minnesota Senate Floor Meeting
Transcript Highlights:
- As the number of companies utilizing artificial intelligence, or AI, goes up, so will its impact
- What we've seen so far is workers overwhelmingly saying that the use of AI in their work is, in fact,
- Some of the testifiers called for legislation to proactively manage the implementation and use of AI
- in their work is in fact the use of AI in their work is in fact adding<00:20:54.720>
to <00:20 - What do you think is AI the answer to Minnesota's workforce challenges?
NH
New Hampshire 2026 Regular Session
House Labor, Industrial and Rehabilitative Services (02/10/2026)
Labor, Industrial and Rehabilitative Services
MN
Minnesota 2025-2026 Regular Session
House Judiciary Finance and Civil Law Committee 3/24/26
Judiciary Finance and Civil Law
Transcript Highlights:
- AI are supercomputers.
- AI chatbots simply when necessary.
- Thanks. doesn't relate to AI. It relates more to doesn't relate to AI.
- <01:31:20.760>
Um, AI to be used for that purpose. Um, AI to be used for that purpose. - the corporation's use of AI in any way. the corporation's use of AI in any way.
Keywords:
submetered utility service, tenant rights, digital payment, eviction protection, housing policy, biometric data, consent, data protection, civil penalties, privacy laws, HF4585, Minnesota, harassment restraining order, HRO, restraining order, temporary restraining order, petitioner notice, service of process, law enforcement notification, sheriff
AR
Arkansas 2026 1st Special Session
ALC-HOSPITAL, MEDICAID, & DEVELOPMENTAL DISABILITIES STUDY SUBCOMMITTEE Mar 2nd, 2026
ALC-HOSPITAL, MEDICAID, & DEVELOPMENTAL DISABILITIES STUDY SUBCOMMITTEE
Transcript Highlights:
- Yeah, I think that's highly, especially when looking at DHS, they're already talking about using AI.
- And I think that if it's done right, AI is just priceless.
- But I think part of the program also ought to be that with the AI group...
- And I think that if it's done right, AI is just... ...priceless.
- But I think part of the program also ought to be that with the AI group...
Summary:
The committee met to review an audit and recommendations from the Alliance for Opportunity on reforming Arkansas workforce and social service delivery. Members discussed creating a more integrated, regional, “one-door” system that would combine eligibility screening, job training, and service referrals across DHS, workforce, health, and related programs, with an emphasis on reducing administrative overhead and redirecting more funds to direct services and training. Several members raised the need to include groups such as people in generational poverty, rural residents, reentry populations, and people involved in the court system, while also ensuring access for those without digital skills or technology.
Artificial intelligence was a major topic. Members suggested using AI and a centralized database or virtual hub to pre-populate forms, identify program eligibility, notify workforce agencies, and improve efficiency, while still maintaining case managers and in-person support for those who need it. There was also discussion of benefit cliffs, DHS processes that may hinder employment, and the need for industry input and working groups to study AI and other issues. Members repeatedly asked for measurable outcomes, including return-on-investment estimates, cost savings, and performance metrics tied to the number of people moved into self-sufficiency and employment.
The committee then reviewed a draft consultant services agreement with Work Ed Consulting LLC, represented by Mason Bishop, to assist with the study under Act 145 of 2025. The contract would run from March 20, 2025 through June 30, 2027, with a maximum amount of $158,000 plus possible additional services up to 10% if approved. Bishop said his work would include ongoing ROI updates and that his experience included helping create Utah’s workforce department and assisting Louisiana with similar reforms. After questions about oversight and deliverables, Representative Beck moved to advance the contract, Senator Sullivan seconded, and the committee approved it by voice vote before adjourning.
NH