Video & Transcript Research : 'machine learning'

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FL

Florida 2026 5th Special Session

Rules Apr 8th, 2025

Transcript Highlights:
  • have to wait a long period of time to have someone come out just to change a spark plug in their own machine
  • Cindy, please call the roll. in their own machine that they own.
  • How do women learn where these boxes are?
  • How do women learn where these boxes are? "Address this in your close.
  • How do women learn where these boxes are, and how would one know the locations if we were to expand?"
Summary: The committee considered a long agenda of bills, with most measures reported favorably after brief sponsor presentations, amendments, and roll calls. Early bills included SB 658 on lien waivers/releases, SB 736 on Brownfields redevelopment, SB 1002 on utility service restrictions, SB 1132 on right-to-repair for certain equipment, and SB 1378 on restitution for leaving the scene of a crash involving property damage. Each was amended or discussed as needed and then approved by the committee. The committee also advanced SB 768 on foreign control interests in health care licensing, SB 772 on school diabetes management and access to glucagon, SB 1400 on removal of altered sexual depictions posted without consent, SB 1696 on prearranged transportation services, and SB 1374 on school district reporting requirements for educator arrests and misconduct. Several bills drew notable public testimony and debate. SB 1132 prompted strong support from the sponsor and agriculture interests, but opposition from equipment dealers, technology groups, and wireless industry representatives who argued the market already provides repair options and that the bill could harm dealer networks and security. SB 1730, the Live Local/affordable housing bill, received extensive discussion about parking reductions, height and density preemption, attorney’s fees, local government authority, and impacts on Monroe County and other areas; the committee adopted an amendment and reported the bill favorably despite concerns from some members and advocates about parking, due process, and local control. SB 606 on public lodging and food service establishments also generated significant debate, with opponents warning it could displace long-term guests and vulnerable families, while the sponsor said it clarifies transient occupancy and removes ambiguity in the removal process; the bill passed after the committee rejected a related amendment. Other measures advanced with less controversy. SB 576 updated service-of-process rules, and SB 1164 authorized email delivery of landlord-tenant notices if the parties agree in writing, though tenant advocates urged clearer safeguards and the sponsor said he was not yet committed to the House version. SB 940 prohibited the resale of restaurant reservations without consent and was supported by restaurant interests. SB 1690, allowing infant safety devices or “baby boxes” as a legal surrender option, drew emotional support from several witnesses who said it would provide anonymous, life-saving alternatives for mothers in crisis; the committee continued discussion into the latter part of the meeting. Throughout, the committee adopted several amendments, heard both support and opposition from industry, advocacy, and local-government witnesses, and reported the discussed bills favorably by recorded vote.
FL

Florida 2026 Regular Session

Rules Apr 8th, 2025

Rules

Transcript Highlights:
  • have to wait a long period of time to have someone come out just to change a spark plug in their own machine
  • have to wait a long period of time to have someone come out just to change a spark plug in their own machine
  • How do women learn where these boxes are?
  • How do women learn where these boxes are? "Address this in your close.
  • How do women learn where these boxes are, and how would one know the locations if we were to expand?
Summary: The Rules Committee took up a large agenda of bills, with many measures reported favorably after brief explanations, amendments, and testimony. Early bills included CS/SB 658 on lien waivers and releases, which was amended to preserve enforceability despite form differences and then passed; CS/CS/SB 736 on brownfields redevelopment, which drew support from business and redevelopment interests and passed; and CS/SB 1002 on utility service restrictions, which was amended to bar certain building or fire code provisions affecting fuel-source choices and then passed despite opposition from environmental advocates. The committee also advanced CS/CS/SB 1132 on right-to-repair for certain equipment, where manufacturers, dealer representatives, and industry groups warned the bill could undermine dealer networks and existing repair programs, while supporters argued it would improve consumer access and help farmers and equipment owners. The bill still passed. Other measures reported favorably included CS/SB 1378 on restitution for leaving the scene of property-damage crashes, CS/CS/SB 768 on foreign-country controlling interests in health care licensing, CS/SB 772 on school access to glucagon for diabetes emergencies, CS/SB 1400 on removal of nonconsensual altered sexual depictions, and CS/SB 1696 on transportation network company impersonation and transit funding. A major portion of the meeting focused on affordable housing. CS/SB 1730, a follow-up to the Live Local Act, made several changes to zoning, height, density, parking, moratorium, and enforcement provisions, with members raising concerns about parking reductions, attorney’s fees, local control, and impacts in the Keys and other sensitive areas. Supporters said the bill closes loopholes and improves workforce housing implementation, while some witnesses urged additional exemptions for areas of critical state concern. The bill was reported favorably after amendment. Later, the committee considered several bills from Senator Leak, including CS/SB 576 on service of process, CS/SB 606 on public lodging and food service establishments, and CS/SB 1164 on electronic delivery of landlord-tenant notices. CS/SB 606 drew substantial debate over whether hotels and extended-stay properties should be able to remove nonpaying guests without treating them like residential tenants; the sponsor said the bill clarifies transient occupancy and removes mandatory arrest provisions, and it passed. CS/SB 1164, which allows email notice delivery by agreement, passed despite concerns from tenant advocates that the bill should include clearer consent and safeguards. The committee also approved CS/SB 1374 on school district reporting of educator arrests and misconduct, CS/SB 940 on third-party restaurant reservation sales, and began hearing CS/SB 1690 on surrendered infants, which would authorize infant safety devices or “baby boxes” as a legal surrender option, with supportive testimony from proponents describing crisis situations and the need for anonymous surrender options.
NH
Transcript Highlights:
  • You may want to reconsider an agreement that's been made, maybe with Xerox, who has got your copy machines
  • You may want to reconsider an agreement that's been made, maybe with Xerox, who has got your copy machines
  • maybe with Xerox who has uh got your maybe with Xerox who has uh got your copy<02:07:33.840> machines
  • 34.880> you<02:07:35.040> can<02:07:35.199> get<02:07:35.280> a copy machines
  • and maybe you can get a copy machines and maybe you can get a better<02:07:35.840> price<02:07
Summary: The conference committee first met on HB 1260, a bill requested by municipal clerks to allow certain divorce-related records to be kept confidential. House members argued the Senate amendment would reverse the presumption of openness established in the Keene Sentinel case and raise constitutional issues under the state constitution’s privacy and open-government provisions. Senate members responded that the 2018 privacy amendment, the limited scope of the proposal, and modern internet risks justified the change, but the House maintained the issue needed a full hearing in a separate bill. The committee ultimately voted unanimously for the Senate to recede and adopt the House version, preserving the underlying bill without the Senate amendment, and both sides said they would revisit the topic in a future session. The committee then took up HB 1574, which extends free and reduced-price breakfast and lunch programs and provides funding for SNAP administrative costs. The main dispute was the Senate’s addition of $4.4 million for SNAP administration, which DHHS said was needed because federal law would shift more administrative costs to the state and could increase the state’s SNAP error rate, potentially triggering much larger future penalties. DHHS officials reported the current error rate was 7.57% for federal fiscal year 2024, below the national average, and estimated that if the rate rose above 8%, the state could owe about 10% of SNAP benefits, or roughly $12 million for a partial year and nearly $16 million for a full year. Some House members supported the added funding as a preventive measure, while others objected that the underlying bill was modest and the amendment resembled a previously rejected proposal. The discussion ended with the committee moving toward the House position and the bill’s future depending on the chamber’s vote on the Senate amendment.
TX

Texas 89th 2nd C.S.

Health Care Affordability, Select May 1st, 2026

Health Care Affordability, Select

Transcript Highlights:
  • There's actually a term for this that I learned when I was in the insurance industry.
  • our two doctors on this dais were to do a kickback for, let's say, a referral over to an imaging machine
  • To an imaging machine, then it would be a violation. They would go to jail. You're right, exactly.
  • So perhaps the fact that they are charging less, maybe there are some things we can learn from that.
Keywords: 1184, house, all
TX

Texas 89th Regular

Criminal Jurisprudence Apr 3rd, 2025

Criminal Jurisprudence

Transcript Highlights:
  • The second suggestion is to add to the phrase that causes a disruption to the school learning environment
  • Later, we learned he had a total of three charges.
  • But to get to that, you have to really tear into that machine, and by doing so, you are inflicting severe
  • So that's all that this is trying to do: deter individuals from going up to those machines, breaking
FL

Florida 2026 Regular Session

Regulated Industries Mar 4th, 2025

Regulated Industries

Transcript Highlights:
  • lessons learned.
  • And we learned in Milton.
  • And we learned in Milton.
  • Like everything we do, we learned. Thank you. Season. Very busy for us, but we learned a lot.
  • Like everything we do, we learn.
Summary: The committee met to hear invited presentations on storm recovery and storm protection from the Florida Public Service Commission, Florida Power & Light, Duke Energy, Tampa Electric, Chesapeake Utilities, and the Office of Public Counsel. The PSC reviewed the history of storm restoration financing and utility hardening efforts after major storms such as Hurricane Andrew, the 2004-05 hurricane seasons, Irma, and Michael, explaining storm reserve funds, storm recovery bonds, and the current three-year storm protection plan process. The commission’s role in approving plans and later reviewing prudence of actual costs was emphasized, along with the types of work included in the plans such as vegetation management, pole replacement, undergrounding, feeder hardening, and substation flood protection. The utilities described their own storm-hardening investments and recent storm performance. FPL said it has spent about $4.9 billion on storm protection and recovery-related efforts, highlighted improved restoration times during Helene and Milton, and said it is expanding undergrounding, feeder hardening, and smart-grid technology. Duke Energy reported more than 40,000 hardened poles and structures since 2021, major gains from self-healing grid technology, and faster restoration during recent storms. Tampa Electric described a roughly $200 million annual storm protection effort, including vegetation management, undergrounding, substation hardening, and new storm surge protections, and Chesapeake Utilities discussed its smaller-scale hardening program, vegetation work, pole replacement, and rapid restoration after Helene in Nassau County. Committee members asked about how utilities prioritize neighborhoods for lateral hardening, whether maps of planned projects could be shared, how much each utility has spent on undergrounding and hardening, and how reliability comparisons are normalized against the national average. Public Counsel Walt Trierweiler argued that storm recovery and hardening costs fall too heavily on investor-owned utility customers, said the current framework lacks a meaningful cost-benefit or prudence check at the planning stage, and urged broader sharing of storm costs because the benefits extend to the whole state. Senators also discussed whether the commission can review the reasonableness of approved programs and whether future reports or recommendations from Public Counsel would be helpful. No votes or formal actions were taken.
FL

Florida 2025 Regular Session

January 14, 2025 - 01:00 PM

Transcript Highlights:
  • collaboration meetings with several participating states to determine how they implemented the compact and to learn
  • Because I know that there's some areas there where there's almost a cross-machination between DBPR and
Summary: The Health Professions and Program Subcommittee met for an introductory and oversight briefing from the Florida Department of Health on implementation of several 2024 laws. The committee heard first from Jennifer Winhold on practitioner-regulation measures, including SB 1716 and SB 1600, which expanded workforce pathways through foreign-trained physician licensure, area-of-critical-need temporary certificates for APRNs and physician assistants, graduate assistant physician licenses, interstate compacts, and a new universal licensure-by-endorsement process. She also reviewed HB 197 on massage therapy enforcement, HB 975 on broader background screening, HB 1561 on office-surgery and liposuction safeguards, HB 159 on pharmacist HIV post-exposure prophylaxis certification, and HB 1063 on chiropractic dry needling and foreign degree licensure. Members asked about compact scope, foreign graduate requirements, massage enforcement overlap with DBPR, and registration thresholds for liposuction procedures. Dr. Emma Spencer then outlined implementation of SB 76 and related programs, including changes to the FRAME and dental loan repayment programs, the volunteer health care provider program, the Casey DeSantis Cancer Research Program, the Health Care Innovation Council and revolving loan program, and the Andrew John Anderson Pediatric Rare Disease Grant Program. She said the department had updated portals, posted forms, launched or was developing public search tools, and submitted required reports and contracts. Members questioned whether loan repayment funds were reaching rural and underserved areas, how nonprofit applicants were being informed about the Alphonse screening grant program, the short application window for that grant, and how the department would evaluate whether the programs were improving recruitment and retention. A third presentation, delivered by Mike Mason standing in for Shea Holloway, covered maternal and child health and other public health initiatives. He reported on the telehealth maternity care program’s expansion from a pilot in Duval and Orange counties to 23 counties, the pregnancy-and-parenting resources website required by HB 415, CMV newborn screening requirements under SB 168, sickle cell registry and research grants under HB 7085, and the swim lessons voucher program under SB 544, which received nearly 10,000 requests for 3,500 vouchers and enrolled 86 facilities. Members asked about utilization, marketing, website launch timing, and how the department was promoting these services. No bills were voted on; the meeting concluded with the chair noting that more committee presentations and bills would follow and that briefing materials would be distributed to members.
US
Transcript Highlights:
  • If confirmed, I intend to bring what I've learned to this position and to the Department to deliver on
  • From him, I learned how to make things happen fast in the Pentagon, notably the MRAP program and the
  • Thank you you know it's we talk about machines a lot but we don't talk about people enough and people
  • if confirmed, take those lessons that I've learned working that in the NRO to the department.
  • There are a lot of lessons learned.
Summary: The meeting primarily focused on military procurement and modernization, with significant discussions surrounding the Air Force's capabilities and strategic needs. Key topics included the urgent need for recapitalization of the Air Force's fighter squadrons, as well as the importance of integrating new technologies like autonomous systems to bolster military effectiveness. Several senators raised concerns about the current resources available to the Air National Guard and the potential loss of skilled service members if recapitalization plans are not swiftly developed. There were also discussions on the importance of maintaining air superiority in light of evolving threats, particularly from adversaries like China.
WA

Washington 2025-2026 Regular Session

Legislative Ethics Board May 5th, 2025

Transcript Highlights:
  • The copy machine in the... Not very difficult. The copy machine in the, where I sit, scans things.
Summary: The committee approved the minutes as corrected and noted there were no employment disclosure forms. It then discussed a draft advisory opinion on legislative stickers, pens, business cards, and similar items. Members agreed the opinion should identify historically provided items as presumptively within normal legislative conduct, but add clearer language that such items still cannot be used in a campaign-related way or otherwise conflict with ethics rules on use of public resources. Staff said Legislative Support Services and administration would be the main points of review for questionable requests, and the draft would be revised for board review. The committee also reviewed a second advisory opinion request about legislative and caucus staff interacting with caucus social media posts. The discussion focused on whether staff may like or engage with posts about legislation or policy positions. Members generally agreed that liking or otherwise engaging with caucus posts could be viewed as support and could create ethics problems, especially because social media content remains online and could later be tied to legislation. The draft was to be revised to draw clearer lines for compliance. Members then discussed a long-running project to review and either retain or retire older advisory opinions, and agreed to continue and complete that review process. They also discussed the recently passed ethics bill and supported issuing an ethics alert summarizing major changes, including concerns about a House amendment affecting social media and website references during the election year activity period. Finally, the committee approved spending about $19,171 to digitize archived case files into searchable format, with members expressing support for moving away from paper records. After public business ended, the committee adjourned the public session and planned to reconvene in executive session.
US

US Federal 2025-2026 Regular Session

US House Floor Proceedings (Wednesday, July 23, 2025)

US Federal House Floor Meeting

Transcript Highlights:
  • when he learned of his past. when he learned of his past.
  • , learned through scouting, leadership, learned through scouting, leadership, service,<01:06:53.520
  • And now, instead of learning from history, learning from the mistakes of our past, we are poised to repeat
  • two cities, we have still not learned two cities, we have still not learned the<07:51:37.120>
  • attachment,<08:08:03.200> learning<08:08:03.520> skills, um building attachment, learning
FL

Florida 2025 Regular Session

December 10, 2025 - 03:30 PM

Transcript Highlights:
  • There's steno whose typing on a keystroke machine right in the courtroom and producing and almost alive
  • I can promise you that to learn more about their system.
  • Thank you chair that both they as you know, after there's a steeply learning curve and picking juries
  • I think she she escaped the new so student learns in that.
  • She got her student learns after 10 years.
TX

Texas 89th Regular

Delivery of Government Efficiency Apr 16th, 2025

Delivery of Government Efficiency

Transcript Highlights:
  • I'm talking about this because the PIA is an important tool for the public to learn about government.
  • If Texans cannot use the PAA to learn why the government is conducting these investigations, the government
  • And you have to recall, this is before cell phones. and before fax machines and technology and email.
  • I've been a question asker and a question answerer, and I've learned from both. sides of that.
  • At Texas Tech, we are actively conducting teaching, learning, earning research in quantum.
TX

Texas 89th 2nd C.S.

Trade, Workforce & Economic Development Mar 19th, 2025

Trade, Workforce & Economic Development

Transcript Highlights:
  • From what I've learned, these social media companies certainly know more about you than you probably
  • House and Senate joint committee that I co-chaired this January 1 of the most terrifying statistics I learned
  • Childhood and adolescence is the time for making mistakes and learning from them.
  • Parents don't stand a chance against these AI machine learned algorithms that are grabbing a hold of
Bills: HB 186
TX

Texas 89th Regular

Trade, Workforce & Economic Development Mar 19th, 2025

Trade, Workforce & Economic Development

Transcript Highlights:
  • From what I've learned, these social media companies certainly know more about you than you probably
  • and Senate joint. committee that I co-chaired this January, one of the most terrifying statistics I learned
  • Childhood and adolescence is the time for making mistakes and learning from them.
  • Parents don't stand a chance against these AI, machine-learned algorithms. that are grabbing a hold of
TX
Transcript Highlights:
  • When they learn of the time and expense required to complete the process, many will choose simply to
  • So is it possible, from your learned positions, to put in place a counter...?
  • I mean with artificial intelligence or machine learning or whatever it's referred to, if they're using
  • We can ask questions about the model to learn and understand it. model.
US
Transcript Highlights:
  • We quickly learned that Gavin was contacted on Instagram around midnight when she told his friends that
  • Who in July 2020 discovered a website that glorifies suicide and learned on that website about a product
  • The only way that I would say the public has learned a lot of the information about big tech, for example
  • That's how we are learning this information and only by getting this information can we then make informed
  • federal government regulates the safety of the design of an automobile, or a toaster, or... a washing machine
Summary: The committee meeting focused on the pressing issues surrounding child safety online, with a particular emphasis on recent legislative efforts aimed at curbing child sexual exploitation and harmful content accessible through social media platforms. Senators engaged in a heated discussion regarding the implications of Big Tech's lobbying efforts against vital bills such as the Stop CSAM Act and the Kids Online Safety Act. Noteworthy testimonies highlighted real-life impacts of online dangers, including tragic cases of child exploitation and drug-related fatalities linked to social media interactions. The bipartisan nature of the committee's commitment to address these issues showcased a collective determination to make the digital environment safer for the younger generation.
MN

Minnesota 2025 1st Special Session

House Human Services Finance and Policy Committee 4/9/25

Human Services Finance and Policy

Transcript Highlights:
  • learning, and case management.
  • <00:43:56.800> learning,<00:43:57.280> and<00:43:57.599> case intelligence,
  • machine learning, and case intelligence, machine learning, and case management. management. management
  • Fauci encouraged the audience to lean in, listen, and learn.
  • I urge you all to do the same and learn.
Bills: HF2434
LA

Louisiana 2026 Regular Session

Commerce May 18th, 2026

Commerce

Transcript Highlights:
  • Using a debit card and being charged a fee as if it were a credit card, and then learning that the Durbin
  • He described a situation in his neighborhood where a low 7,000-pound machine came through a front yard
  • He said a low 7,000-pound machine came through his neighborhood, and residents called him because Ms.
  • It's called the Taipei Economic and Cultural Organization to learn about that island and all that, you
  • What this allows us to do is to test this out and to validate the technology before, and then we can learn
OK

Oklahoma 2026 Regular Session

Senate Legislative Session May 5th, 2026

Oklahoma Senate Floor Meeting

Transcript Highlights:
  • Members, please activate your machine. Thank you. Members, quorum call has been requested.
  • Please activate your machine. Senator Hamilton presiding. Thank you. Thank you. Thank you.
  • , which would not qualify for a child entering higher ed, but would be a local course where they'd learn
  • Entering higher ed, but would be a local course where they'd learn a lot of math, and they would still
  • When I was a school counselor, When I was a school counselor, we learned how to exit buildings if there
Summary: The Senate convened, established a quorum, offered prayer, and recognized a doctor, a nurse, and a student hero who rescued a driver from a burning vehicle. The chamber also welcomed a new group of pages and adopted a motion to reject House amendments to Senate Bill 1546 and request conference. Senators then adopted Senate Resolution 44 recognizing Teacher Appreciation Week, and heard remarks honoring educators in the gallery. Senator Goodwin also announced the death of former Representative Don Ross and offered condolences to his family. The Senate then took up House Concurrent Resolution 1027, setting a target sine die date of May 14 at 5 p.m. The resolution drew opposition from Minority Leader Kurt and Senator Jett, who argued the chamber still had unfinished business, but it passed 28-17. The Senate also passed SJR 50, SJR 52, and SJR 53, all related to agency rules, including expanded provider types, removal of a physician-visit cap, and medical marijuana packaging requirements. Additional measures passed included HB 1185 on preserving military and historic firearms for honor guards and museums, HB 1937 on student-employee communications and due process, HB 2035 on funeral transportation protection agreements, HB 2137 on involuntary medication procedures for competency restoration, and HB 2166 on legal newspaper distribution without a USPS permit. Later, the Senate approved a series of bills on business, licensing, public safety, and state operations. These included HB 3148 on VIN inspections by dealers, HB 3323 on removing notarization for certain electronic Service Oklahoma documents, HB 3466 eliminating petty cash at the Corporation Commission, HB 3498 updating corporation and LLC statutes, HB 3661 extending a forestry equipment sales tax exemption, HB 3678 expanding the definition of public official for electronic harassment protections, HB 3710 revising the Rising Scholars Award Program, HB 3977 updating state veterinarian qualifications, HB 3986 expanding a tax exemption, HB 4104 strengthening penalties for repeat voyeurism-related offenses, HB 4108 adding airport operational areas to critical infrastructure, HB 4142 covering conspiracies to use bombs or explosive devices, HB 4274 allowing military children to attend non-zoned schools, HB 4275 allowing case managers and peer support specialists to work for local public agencies, HB 4322 removing dual certification for funeral directors in charge, HB 4336 updating interventional pain management rules, HB 4484 allowing certain state vehicles to be used between home and work, HB 3880 on Tourism Department compensation and Oklahoma Today publication discretion, and HB 1687 creating the Uniform Health Care Decisions Act with an amended effective date. The chamber also passed HB 2959 requiring school administrators to report abuse allegations to law enforcement within 24 hours and before school questioning, with emergency passage approved. HB 3718 was then taken up with an amendment clarifying timelines for special education evaluations tied to the Lindsay Nicole Henry Scholarship; discussion centered on the new 15-school-day meeting timeline and the 45-day evaluation period. The transcript ends during questions on that amendment, before final action on HB 3718 is shown.
TX

Texas 89th Regular

Local Government (Part I) Apr 7th, 2025

Local Government

Transcript Highlights:
  • A functioning AED machine was not available until first responders arrived.
  • A functioning AED machine was not available until first responders arrived, which unfortunately was too
  • This is not one I've really been that engaged in, but I'm trying to learn more about it.
  • that there is a well-funded, well-organized infrastructure in place to advocate for, assist with, and learn
  • We later learned in 2024 that the Houston Housing Authority acquired the Stone Ridge City Apartments,
Summary: The committee heard several bills dealing with local government authority, homeowners associations, hospital district policing, school AED inspections, special district annexation, public contracting penalties, and guaranteed income programs. Senate Bill 2073 by Sen. Zaffirini would clarify that appraisal districts may finance purchases, leases, or construction of real property for appraisal offices without prior approval from taxing units; it was supported by the Texas Association of Appraisal Districts and left pending. Senate Bill 1935 by Sen. Hinojosa would increase homeowner control of property owners association boards, require more transparency, limit fines and assessment increases, and require accessible meeting locations; HOA and builder representatives opposed it, arguing it would hinder maintenance and make dues harder to manage, and the bill was left pending. Senate Bill 434 by Sen. Miles would authorize Harris County Hospital District police officers, was supported by Harris Health, and was left pending. Senate Bill 1177 by Sen. Alvarado, as substituted, would require school AED inspections during fire inspections and reporting to school leadership; it was left pending. Senate Bill 1214 by Sen. Perry would update Concho County Hospital District law to align with current procurement and notice rules; it was left pending. Senate Bill 1965 by Sen. Middleton, for Sen. King, would tighten notice and proximity rules for special district annexations; district witnesses warned the bill could interfere with service to noncontiguous tracts, and the bill was left pending. The committee also took up Senate Bill 2046 by Sen. Bettencourt, which would increase criminal penalties for county purchasing act violations involving unauthorized separate or sequential purchases to evade competitive bidding, and create a tiered penalty structure based on contract amount. Former Harris County DA Kim Ogg, Deputy Attorney General Josh Reno, and James Quintero supported the bill, citing recent Harris County bid-rigging cases and arguing the current Class C misdemeanor penalty is too weak to deter misconduct; some members questioned whether the proposed thresholds were too low and whether stronger oversight, rather than higher penalties alone, would be more effective. The bill was left pending. Finally, Senate Bill 2010 by Sen. Bettencourt would bar counties and other political subdivisions from operating guaranteed income programs and address constitutional gift-clause concerns. Testimony split sharply: Ogg and Quintero argued such programs are unconstitutional, can be used for political data collection, and should not be funded with public money, while Paige Terry Barry defended the bill as protecting taxpayers and discouraging dependency. Senators also debated whether the state can restrict use of federal grant funds and whether local governments should be allowed to run such programs; the bill was left pending.