Video & Transcript Research : 'machine learning'

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US

US Federal 2025-2026 Regular Session

US House Floor Proceedings (Tuesday, June 9, 2026)

US Federal House Floor Meeting

Transcript Highlights:
  • Junth teaches learn that they were free.
  • From learning to skate at the own.
  • I had the privilege of learning from Dr.
  • Satcher privilege of learning from Dr.
  • <06:05:06.080> and built around love, around learning and built around love, around learning
AL

Alabama 2025 Regular Session

Alabama House Judiciary Committee Feb 26th, 2025

Judiciary

Transcript Highlights:
  • a... mandatory enhancement sentencing for a person who causes the death of another by means of a machine
  • gun or causes an injury by the means of a machine gun.
  • That's sitting in the middle of Senate District 18, and that was caused by the operation of a machine
  • The R... and I believe depending on what they... ...by, and I believe depending on what they learn at
  • I learned of a judge in Huntsville named James Robert Sturman, which is my name.
MN

Minnesota 2025-2026 Regular Session

Committee on Labor - 04/16/26

Labor

Transcript Highlights:
  • bill would also enact very basic protections for workers by regulating what employers may use AI or machine
  • learning tools to do, including prohibiting employers from using automated decision systems to cause
  • 06.280> or regulating what employers may use AI or regulating what employers may use AI or machine
  • <00:03:06.920> learning<00:03:07.320> tools<00:03:07.800> to<00:03:07.960> do
  • , machine learning tools to do, machine learning tools to do, including<00:03:09.640> prohibiting
Keywords: 1187, senate, all
AZ

Arizona 2026 Regular Session

01/22/2026 - House Health & Human Services

Health & Human Services

Transcript Highlights:
  • the amendment that the nurse practitioners are not required to get a license to operate an X-ray machine
  • So it is associated with improved learning outcomes in IQ.
  • Everything my lactation consultant taught me left me well ahead of the learning curve when my second
  • Also a new acronym that I learned over the summer as well, which just means that the federal government
  • It is learned, supported, and sustained through care.
Summary: The committee opened with attendance and member introductions, then heard a series of health-related bills, many focused on access to care in rural and underserved communities. HB 2049 would allow particle accelerators for radiation therapy in critical access hospitals and counties under 400,000 population under general supervision; sponsors and rural oncology witnesses said it would reduce travel burdens for cancer patients while maintaining safety protocols. HB 2050 updated radiologic technologist statutes to align with current national standards, adjust accreditation and clinical-hour requirements, and allow radiologist assistants to work under supervision rather than direct supervision; an amendment also added registered nurses to the list of professionals not needing a separate license to use diagnostic X-ray machines. Both bills were supported by testimony about workforce shortages and access, though one member voted no on HB 2050 over concerns about oversight and board authority. Both measures received do-pass recommendations, with HB 2050 amended. The committee then unanimously advanced HB 2082, which creates a Childhood Cancer and Rare Childhood Disease Research Commission to award grants for phase-one pediatric cancer and rare disease trials. Testimony came from families affected by pediatric brain cancer, including a parent who described traveling internationally for treatment and a college student currently undergoing treatment who urged the state to invest in research. Members expressed strong sympathy and support, and the bill passed 12-0. Next, HB 2015 would require Access to cover breastfeeding and lactation services in multiple settings; the sponsor and medical witnesses described breastfeeding as preventive care with benefits for infants and mothers, while Access testified neutral and noted a fiscal estimate was being developed and that the amendment would protect the state if CMS does not approve the services. The bill, as amended, also received a unanimous do-pass recommendation. The committee also approved HB 2177, which directs Access to seek CMS waivers so tribal and Indian Health Service facilities can be reimbursed for certain covered services, including dental care, for American Indian and Alaska Native members. The sponsor and a Sage Memorial Hospital representative said the bill would help rural tribal facilities keep services local and maximize federal matching funds; it passed unanimously as amended. HB 2178, requiring a state agency medical chief officer to hold an active medical or osteopathic license, was described as a cleanup measure after a lapse in licensure exposed a statutory gap, and it also passed unanimously. HB 2179, which clarifies definitions separating air ambulance from ground ambulance regulation, was supported as a technical clarification to avoid unintended consequences and likewise received unanimous approval. Finally, the committee advanced HB 2183, which creates an emergency medicine study committee to examine Arizona’s EMS system, including rural and urban capacity, workforce burnout, uncompensated care, and emergency department utilization. The sponsor said the study would help the state understand system pressures and identify policy solutions; firefighters, health care advocates, and an emergency medicine nurse practitioner testified in support, emphasizing the ER’s role as the safety net and the strain from staffing shortages, rural closures, and high volumes. The bill was still under discussion at the end of the transcript, with testimony continuing after the initial supporters spoke.
TX
Transcript Highlights:
  • That means there is no rush to replace the early voting machines with new machines or secure early voting
  • machines for future tabulation.
  • That's the tape that ensures there are no pre-stored votes in the machine.
  • However, However, since filing, we have learned that 12 hours should be sufficient, and therefore, a
  • To you listening to the Travis County comments about the models; we are all learning a lot from each
NM

New Mexico 2025 Regular Session

IC - Economic and Rural Development Aug 11th, 2025

Economic & Rural Development & Policy Committee

Transcript Highlights:
  • Emanuel is an expert in machine learning, and that's a skill that we didn't have in our particular department
  • , so now we can tackle problems that require the use of machine learning.
  • Not only by keeping people here working in these jobs, but also attracting people to come learn how to
  • learning techniques.
  • So, guys, I learned a lot about water. The next meeting should be about health care.
KY
Transcript Highlights:
  • So what we've done now is we've increased the number of vision screening machines, and they're at each
  • So, I'm in a learning process myself trying to figure out how it doesn't say on the back burner, how
  • I've learned that process.
  • This one right here is one that I learned is important for the locals to be involved in what requests
  • This one right here is is one learning.
Summary: The Budget Review Subcommittee on Transportation met without a quorum and first received a maintenance update from Kentucky Transportation Cabinet officials James Ballinger and John Moore. They described how repeated disasters, including floods, tornadoes, and ice storms, have strained routine road maintenance and forced crews to focus on emergency response, snow and ice removal, pothole patching, ditching, signal repairs, mowing, striping, sign work, and other day-to-day upkeep. They said snow and ice costs have averaged about $60 million to $61 million annually in recent years, disaster response has totaled hundreds of millions of dollars over five years, and the cabinet often must carry those costs until FEMA or FHWA reimbursement arrives. They also said maintenance work is increasingly contracted out because of staffing and resource limits, and that competitive pay is needed to retain employees and contractors for around-the-clock emergency work. Members then discussed traffic roundabouts and other intersection designs. Senator Hickden asked about their cost savings and safety benefits compared with traffic signals, and cabinet staff said they would provide life-cycle cost figures later. They emphasized that roundabouts and related designs reduce serious injuries and fatalities, with serious injuries down roughly 70% to 80% and fatalities over 90% in their experience. Chair Douglas and others asked about roundabout sizing for trucks and farm equipment, and staff explained that designers tailor the inscribed diameter to local traffic needs and context. The committee also briefly discussed red-light running and traffic-light cameras, with members stressing the safety risks of drivers ignoring signals. The committee adopted the minutes from the prior meeting by motion and voice vote. It then heard from Sarah Jackson and Matthew Cole on the Real ID and driver licensing transition. They said the cabinet has expanded from almost no regional offices to 35, grown driver licensing staff from 89 to 400, and now issues about 1.3 million credentials annually. They reported improvements in office capacity, queue management, staffing, and compensation, including added workstations, new or expanded offices in Louisville, Lexington, and Bardstown, and the use of contract staff. They said statewide average wait times have fallen to just under 30 minutes, and Kentucky’s Real ID adoption rate has risen to 42.9%. Members asked follow-up questions about driver testing and CDL scheduling. The presenters said all permit and CDL testing is coordinated through Kentucky State Police, with written tests available in most regional offices and CDL testing at a smaller number of KSP locations. Senator Douglas asked when the driver testing requirements were last updated, and the presenters said that was set by KSP. The discussion ended with additional questions about which regional offices lack KSP testing presence, but no further action was taken before the transcript ended.
OK

Oklahoma 2026 Regular Session

Senate Legislative Session May 14th, 2026

Oklahoma Senate Floor Meeting

Transcript Highlights:
  • Please return to the chamber and activate your machines to show your presence.
  • Please return to the chamber and activate your machine. Thank you.
  • Please return to the chamber and activate your machine. Thank you. Thank you.
  • Please return to the chamber and activate your machines. Thank you.
  • Please activate your voting machines. Thank you. Senator Howard presiding.
Summary: The Senate met with a quorum, prayer, pledges, and recognition of two student pages before taking up a long agenda of House joint resolutions and bills, mostly related to administrative rules and agency approvals. The chamber advanced and passed H.J.R. 1088, 1090, 1091, 1092, 1093, 1095, 1099, and 1100, which approved permanent rules for education, energy and agriculture, business and commerce, building code, health-related agencies, general government agencies, the Oklahoma Health Care Authority, and OMES. Several senators criticized the process for moving rule resolutions quickly and without committee vetting, while supporters said the calendar delays required direct consideration. The Senate also adopted conference committee reports and passed SB 206, SB 248, and HB 3021, with HB 3021 making small changes to graduation requirements, including science/math course language, Oklahoma history flexibility for some military families, and personal financial literacy counting toward math in some cases. A major portion of the meeting focused on House Bill 1370, which was described by its author as repealing an automatic state trigger that would replace any federal gasoline tax if the federal government suspended it. Supporters argued the bill would prevent Oklahoma drivers from paying more if the federal gas tax were repealed and framed it as tax relief; opponents argued it could reduce highway and bridge funding and create a budget hole. The Senate suspended several rules to bring the bill up, but rejected a motion to suspend the fiscal-impact rule for a proposed amendment. After debate, the chamber passed the measure 41-7 and then approved it as an emergency measure. The Senate also took up Senate Bill 893, a conference report dealing with foreign ownership near critical infrastructure and agricultural land. The bill would restrict certain foreign adversary ownership or leasing within 10 miles of critical infrastructure, add training zones and other protected areas, delay implementation until July 1, 2027, and create an enforcement process involving Attorney General review and whistleblower-style reporting. Senators raised concerns about enforcement, possible misuse, and profiling, while the author said the bill was aimed at national security and infrastructure protection. The conference report was adopted and the bill passed. Later, the Senate received notice that the House was ready to convene in joint session, and the chamber briefly stood at ease before returning to continue its work.
KY
Transcript Highlights:
  • Yeah, I think we learned a lot from data privacy.
  • So, I think we learned a lot from that.
  • We've used machine learning to defend our systems and they've done an outstanding job.
  • We've<00:37:17.920> used<00:37:18.120> machine<00:37:18.480> learning We've used
  • machine learning We've used machine learning to<00:37:20.040> to<00:37:20.160> defend<
Summary: The 2025 Artificial Intelligence Task Force met for its first meeting of the year and heard updates on federal AI policy, state implementation of Senate Bill 4, and the business community’s perspective on AI regulation. Co-chairs noted that federal legislation could affect the task force’s work later in the year, but said Kentucky still has significant issues to study, including energy, land use, education, social media, and children’s engagement with AI. The task force had quorum and no votes were taken. Kate Shanks of the Kentucky Chamber said the business community supports continued discussion but favors a federal approach over a patchwork of state laws. She described the Trump administration’s new AI executive order as emphasizing innovation over regulation, noted the pending federal AI action plan, and discussed congressional action including the Take It Down Act and industry-specific changes to existing laws. She warned that state-by-state AI rules could increase costs and burden businesses, and said the Chamber would prefer incremental, flexible policy that avoids conflict with existing law and limits private rights of action. Members asked about uniform model legislation, education uses of AI, and civil liability; Shanks said a model approach could help avoid fragmentation and that liability should generally be handled through consumer-protection-style enforcement rather than broad litigation. The Commonwealth Office of Technology then reported on implementation of SB 4, saying it has worked with industry, agencies, other states, and vendors to build an AI policy framework now in final review. Officials said an AI Governance Committee has been established and will meet in July, and a draft RFP is being prepared to meet the bill’s tracking and documentation requirements. They said no major implementation challenges have been identified so far, but the impact of pending federal rules remains uncertain. Members also discussed the need to educate students and teachers about AI, with one member emphasizing that schools should teach both how to use AI and how to think critically about information online.
HI

Hawaii 2025 Regular Session

CPC Info Briefing - Wed Dec 3, 2025 @ 10:00 AM HST

Hawaii House Floor Meeting

Transcript Highlights:
  • are more than 45,000 of these machines are more than 45,000 of these machines across<00:35:58.880
  • Bitcoin ATM, a machine popular. Bitcoin ATM, a machine popular.
  • Um happy to people uh use our machine.
  • actually confiscate the machine? actually confiscate the machine? >> No. >> No.
  • . machine. machine.
Keywords: 910, house, all
Summary: The committee held an informational briefing on fraud in the community, with presenters from ARP, CoinFlip, HPD, the Hawaii Bankers Association, DCCA’s Office of Consumer Protection, and the Department of Law Enforcement. The chair described widespread scams targeting kupuna and other residents, including impersonation of grandchildren, lottery/inheritance schemes, romance scams, online shopping fraud, investment scams, and tech-support scams. Members emphasized the emotional manipulation used by scammers, the difficulty of getting victims to report losses, and the need to educate the public on warning signs and available resources. ARP said scams are an epidemic and highlighted national data showing major losses among older adults, including $4.8 billion lost by people age 60 and over in 2024. ARP focused especially on cryptocurrency kiosks as a growing scam channel in Hawaii, citing 64 complaints totaling $922,000 in 2024 and noting that complaints nearly doubled from the prior year. ARP urged stronger safeguards such as limits on transactions, refunds, live customer support, and a law-enforcement contact for operators, and said its Fraud Watch Network can help victims freeze credit, identify next steps, and track current scams. The chair said he intends to introduce legislation to lower and ultimately eliminate the amount of Bitcoin that can be purchased through ATMs. CoinFlip said it supports consumer-protection regulation and described its compliance practices, including scam warning screens, anti-money-laundering controls, blockchain analytics, wallet pinning, transaction monitoring, and cooperation with law enforcement. The company said it is registered as a money services business, files suspicious activity and currency transaction reports, and holds money transmitter licenses in many jurisdictions. It also pointed to Illinois-style refund protections for new users and said it refunds fees to scam victims, though not the underlying funds. In response to committee questions, members and the company discussed whether crypto kiosks are necessary, how scams can be traced, and whether banks and kiosks can better intervene when suspicious activity is detected.
MN

Minnesota 2025-2026 Regular Session

CTE grants and scholarships 3/24/26

Minnesota House Floor Meeting

Transcript Highlights:
  • So I've got some students that want to weld, I've got some students that want to machine.
  • So figure out what does it have to go to the machining department first?
  • It would help with financial barriers and allow me to focus on learning and producing the skills that
  • <00:09:15.000> from<00:09:15.160> your with trial and error to learn from your with
  • trial and error to learn from your own<00:09:15.680> mistakes,<00:09:16.760> customer<
Keywords: 919, house, all
Summary: House File 1791 was presented as a scholarship/grant program for students in postsecondary technical or career programs offered through their high schools. Representative Scott and Representative Lawrence described it as a way to help students transition into careers or further education by covering costs such as tools, boots, books, and other work-related expenses. The chair noted the bill would be laid over, with limited time for testimony because of a full agenda. Testimony strongly supported the bill. Steve Collina of the Minnesota Precision Manufacturing Association said manufacturing is a major Minnesota industry and that the bill fills a gap by supporting K-12 career pathways; he emphasized the proposal would not cost the state or taxpayers. Trevor Quennell, a Centennial High School graduate now at Dunwoody College, said the bill would have eased the burden of buying expensive tools and balancing work, school, and transportation. Eric Trost, an instructor at St. Francis High School, explained that Saints Manufacturing is a student-run, elective business-style program that teaches estimating, quoting, logistics, welding, machining, and employability skills, and he said the grant portion is especially important because many students go directly into the workforce. Naomi Brasky, a St. Francis student and Army National Guard enlistee, said the program has given her real-world problem-solving and communication experience and that grants would help cover costs not included in tuition. Members responded positively, with one noting broader trends away from four-year college and calling the bill common sense. In closing, Representative Lorentzen credited instructor Eric Trost for originating the idea and thanked an audience member, Mr. Yost, for supporting the program. The chair then laid House File 1791 over.
DE

Delaware 2025-2026 Regular Session

Senate Elections & Government Affairs Committee Meeting Jun 25th, 2026

Elections & Government Affairs

Transcript Highlights:
  • So our role in the municipal elections is really a support role, providing the equipment, the machines
  • So our role in the municipal elections is really a support role, providing the equipment, the machines
  • I've learned. Thank you, Mr. Chair.
  • I just learned about this this morning, but a couple observations. Chair.
  • I just learned about this morning, but a couple observations.
Bills: HB344
Summary: The Senate Elections and Government Affairs Committee heard several election- and campaign-related bills. House Substitute 2 for House Bill 155 would make Public Integrity Commission reports publicly available on the commission’s website, add a specific travel-expense reporting category, and remove the FOIA requirement for accessing reports; Senator Richardson said he supported the transparency measure and asked to be added as a co-sponsor. The committee also took up House Bill 444, the Delaware John Lewis Voting Rights Act, which would create state protections against voter suppression and vote dilution, expand language access, prohibit intimidation and deception, and allow court remedies for violations. The bill drew strong support from advocacy groups including YWCA Delaware, the League of Women Voters, the ACLU, and the Legal Defense Fund, and several senators voiced support and interest in moving it quickly. House Bill 430, a constitutional amendment proposal, would make explicit that only natural persons may vote in Delaware elections, including municipal elections, in response to concerns about corporate or other artificial-entity voting in some towns. The discussion focused heavily on Fenwick Island, where the mayor testified that the town’s charter has long allowed certain artificial entities to vote in local elections and said the system is limited and has worked for years; other speakers argued the bill was needed to prevent corporate dilution of residents’ votes. Senator Richardson expressed concern about restricting entities with a local stake, while Senator Hoffner and others emphasized the principle of one person, one vote. Senator Townsend presented House Bill 344, which would tighten campaign finance rules by requiring Delaware bank accounts for candidates and committees, recurring training, better documentation of candidate loans, longer record retention, automatic filing extensions, and inactive status for noncompliant committees; one public commenter opposed the bill on cost grounds. He also presented House Bill 448, which would allow campaign funds to be used for reasonable security expenses for candidates and elected officials, with guardrails, and a commenter suggested allowing electronic security systems without a cap. Finally, the committee heard House Bill 472, a local de-annexation measure for Noble’s Pond in Cheswold to remove scattered residential lots from town boundaries and resolve uneven tax treatment; Senator Hoffner noted local law enforcement supported the change. The committee adjourned after hearing no further public comment on HB 472, and the vote to adjourn was unanimous.
TX

Texas 89th 2nd C.S.

Homeland Security, Public Safety & Veterans' Affairs Mar 5th, 2025

Homeland Security, Public Safety & Veterans' Affairs

Transcript Highlights:
  • Because there's a lot to learn and this is a good committee that affects so much of the citizens of Texas
  • Kidd, I remember speaking with you, uh, uh, 2 years ago and I learned more about disaster relief than
  • How, uh, it, uh, I watched the sunset process and, uh, I think what, um, what was learned during that
  • And so this is what the committee needs to learn from people such as yourself who come before us and
  • guns or turning handguns into machine guns or, you know, and so, you know, that's, that's.
FL

Florida 2026 4th Special Session

February 26, 2026 - 01:00 PM

Transcript Highlights:
  • which will allow potential homeowners to avoid penalties and interest that would be due if they don't learn
  • mutual taxes and fees, the bill reduces the tax of 8 percent to 5 percent and reduces the tax on slot machine
  • revenues from 35 to 34 percent and eliminates a licensing fee for slot machine licensing holders if
TX

Texas 89th 2nd C.S.

89th Legislative Session Mar 31st, 2025

Texas House Floor Meeting

Transcript Highlights:
  • Anthony Tamayo, HR 607 by Fairlee Rita Blanca Electric Cooperative, HR 608 by Fairley Children's Learning
  • prosecution of a criminal offense and the possession, manufacture, transport, repair, or sale of machine
  • gun or machine gun conversion device for the Committee on Homeland Security, Public Safety and Veterans
FL

Florida 2025 Regular Session

February 5, 2025 - 12:30 PM

Transcript Highlights:
  • You'll remember the last time our subcommittee met, we learned about Florida's criminal justice process
  • We'll learn about what happens after a criminal defendant has been sentenced and is serving a sentence
  • So the reception process and the intake process itself is like a machine.
  • The kind of... ...and the intake process itself is like a machine.
  • It's really designed that way because the reception center is such a moving machine that they might not
Summary: The Criminal Justice Subcommittee heard an informational presentation from the Florida Department of Corrections on how the prison and community supervision systems operate after sentencing. Assistant Deputy Secretary Hope Gartman described the reception process for new inmates, including intake, medical and mental health screening, classification, custody and housing levels, gain time, and the department’s academic, vocational, substance abuse, chaplaincy, visitation, and communication programs. She emphasized that reentry begins on day one and that program placement is driven by risk and needs assessments, with facilities matched to inmates’ medical, mental health, and security requirements. Members also asked about family contact, visitor applications, inmate welfare trust funds, tablet access, private prison placement, staffing shortages, overtime, contraband interdiction, and waiting lists for programs; several follow-up materials were requested for distribution to all members. Mr. Winkler then outlined community corrections, explaining the different supervision types under Florida law, including probation, drug offender probation, community control, sex offender supervision, conditional release, and addiction recovery supervision. He described the department’s monitoring tools, such as office and field visits, warrantless searches, alternative sanctioning for technical violations, telephone reporting for low-risk offenders, employment assistance, and mobile probation and reentry units. He said the department’s supervision success rate is about 62%, with more than 91% of successful completers not returning to custody within three years. Members questioned officer workloads, the use of radios and GPS check-ins, the rollout of uniforms and firearms, how violations are handled, and whether all circuits participate in alternative sanctioning; Winkler said the program is statewide and that the department is seeking funding for radios. During public comment, Florida Cares Charity urged the committee to consider evidence on deterrence, parole, and recidivism, arguing that community supervision is less costly than incarceration and can be effective. James Beardy of the Florida PBA emphasized the dangers faced by correctional and probation officers, including long shifts, field searches, and working alone, and argued for higher pay and better support comparable to other law enforcement. The meeting concluded with the chair thanking the presenters and public speakers, and the subcommittee adjourned without taking any legislative votes or formal actions.
NM

New Mexico 2025 Regular Session

IC - Legislative Finance May 15th, 2025

Transcript Highlights:
  • Additionally, we're looking at research that incorporates artificial intelligence and machine learning
  • I think that's the next phase of the learning experience.
  • And so we have machines now that are, uh.
  • I learned a lot over 20 years working with people, doctorate level people.
  • But, uh, you can actually learn, they'll, they'll learn the system and you can move them from pasture
MN

Minnesota 2025-2026 Regular Session

Committee on Commerce and Consumer Protection - 03/10/26

Commerce and Consumer Protection

Transcript Highlights:
  • Senator Hemmingsen-Jaeger described the look of these machines.
  • She never did put it in the machine. These are not isolated events.
  • The owners in the liquor store indicated that there had been problems with that Bitcoin machine.
  • <01:16:42.160> That's<01:16:42.360> not it's put into the machine.
  • That's not it's put into the machine. That's not actually<01:16:42.880> true.
Keywords: 1187, senate, all
HI
Transcript Highlights:
  • such I've had the opportunity to learn such I've had the opportunity to learn from<00:56:55.920>
  • I got certified on his machines, and it was just amazing.
  • I got certified on his machines, and it was just amazing.
  • I got certified on his machines, and it was just amazing.
  • <02:51:47.960> that<02:51:48.120> holds machines that holds machines that holds this<02
Keywords: 910, house, all
FL
Transcript Highlights:
  • HUMAN THE MACHINE -- NATIONALLY RECOGNIZED CENTER ENGINEERING RESEARCH LOCATED IN PENSACOLA.
  • IN THE WORKFORCE TO WHAT THEY ARE LEARNING IN SCHOOL.
  • WE LEARN TRY CHILD LABOR IS WRONG. WHERE WE TRYING TO GO BACK TO THE GILDED AGE. >> Sen.
  • WE KEEP LEARNING AS A SOCIETY. THIS BILL WOULD MAKE THE GOVERNMENT. >> Sen.
  • WHEN WE LEARN ABOUT OTHERS CULTURE WE CAN BE A BETTER AMERICA.
Keywords: 999, senate, all