Video & Transcript Research : 'machine learning'
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OK
Oklahoma 2026 Regular Session
House of Representatives Second Regular Session of the 60th Legislature Day 24 Mar 12th, 2026 at 09:30 am
Oklahoma House Floor Meeting
Transcript Highlights:
- The clerk will activate the machine.
- So you know, it would be something you know, like a machine feeder.
- The clerk will activate the machine. Sergeants, announce roll call.
- The clerk will open the machines for a vote on the emergency.
- The clerk will activate the machine. Roll call is now in progress.
Bills:
HB2997, HB2021, HB3041, HB1823, HB3372, HB1427, HB3127, HB3128, HCR1020, HB4198, HB3000, HB3001, HB3002, HB3003, HB3004, HB3005, HB3006, HB3007, HB3008, SB392, HB3320
Keywords:
motor vehicles, administrative fines, license regulation, state agencies, employment levels, after-school programs, grant funding, community organizations, child care, Oklahoma Department of Human Services, credit card transactions, payment methods, service charge, consumer rights, financial regulation, housing finance, Oklahoma Housing Finance Agency, publication requirements, housing policy, state regulations
FL
Florida 2025 Regular Session
November 18, 2025 - 03:30 PM
Transcript Highlights:
- evolution of this from the 1960, our cake aspects is now presented itself in the current Cabinet machines
- It will scan a barcode at he's already in the machine with the pre set just like in the pull tabs.
- Next we have the Jonathan Zack come from the Music Machine Owners Association of Florida.
- And again, we're the ones that either pay taxes on our machines.
- Thank you. >> I had to say that the from everything that I've heard learn about the members that are
MN
Minnesota 2025 1st Special Session
House state government committee hears Gov. Walz's anti-fraud package 3/20/25
MA
Massachusetts 2025-2026 Regular Session
Formal House Session 40 Jun 21st, 2026 at 10:51 am
Massachusetts House Floor Meeting
Transcript Highlights:
- Voting machines will be open for three minutes.
- Voting machines will be open for three minutes. Ms.
- Voting machines will be open for three minutes. Ms.
- Roll call machine is now open.
- The roll call machine is now open. Mr.
Summary:
The House began with routine business, including the Pledge of Allegiance and adoption of three congratulatory resolutions honoring Eagle Scouts Charles Goodman, Jack Goodwin, and Liam LaCrooy. Members also adopted a House-Senate concurrence on House 4359, a Milford alcohol-license bill, after amending it to repeal Chapter 289 of the Acts of 2022 and set an effective date. The chamber then passed Senate 2596, establishing maintenance of private roads in Gloucester, and engrossed House 4887. The House also observed moments of silence for former Lynn City Councilor Richard Rick Ford, Louise M. Pedroso, and Mildred “Millie” Cox, and welcomed several guests, including students, civic visitors, and British Minister of State Stephen Doughty.
The bulk of the session focused on budget amendments related to housing and emergency assistance. Amendment 1579, which would have tightened HomeBASE eligibility by requiring citizenship-status inquiries, was debated at length and defeated 26-130. Amendment 1582, which would have barred Housing and Livable Communities from conditioning grants on MBTA Communities Act compliance, was also rejected 27-126. Amendment 1583, which would have limited right-to-shelter eligibility to U.S. citizens with six months’ Massachusetts residency, was defeated 26-122. Supporters argued these changes would reduce costs and prioritize taxpayers; opponents said they would exclude lawful residents and undermine existing housing and shelter reforms.
The House then adopted Consolidated Amendment F, covering energy, environmental affairs, and housing, by a vote of 154-0. Speakers highlighted major funding for rental vouchers, emergency shelter, HomeBASE, public housing, clean water, climate and agricultural programs, and food assistance. The chamber also considered and defeated Amendment 1218 on creating a data center commission, Amendment 1234 on eliminating certain energy surcharges, and several education-related amendments from Ms. Sullivan-Almeida: changes to special education reimbursement thresholds and rates, and a proposal to make regional school transportation funding mandatory rather than subject to appropriation. Those education amendments were all rejected after roll-call votes. Amendment 1580 on ending vocational school lottery admissions was withdrawn by its sponsor before a vote. The transcript ends as debate continues on Amendment 1308, which would increase a budget line item, but no final action on that amendment is shown.
MS
Mississippi 2026 Regular Session
MS Senate Floor - 13 February, 2026; 9:00 AM
Mississippi Senate Floor Meeting
Transcript Highlights:
- Uh, again, what we're trying to do is get those put right in the machine where they can be tabulated
- machine will remain closed, locked. >> Yes. >> Inaccessible. >> That's correct.
- ,<00:19:23.919>
that are cast into the machine, that are cast into the machine, that particular - closed, particular machine will remain closed, particular machine will remain closed, locked. locked
- Is there any type of tabulation machine?
Summary:
The Senate convened with a quorum, received an invocation from Reverend Michael Marshall of Zion Travelers Missionary Baptist Church in Jackson, and recited the pledge of allegiance. The chamber then dispensed with the reading of the journal, committee reports, and bill titles, and moved into the calendar. Several motions to reconsider earlier actions on calendar items were taken up and, in multiple instances, tabled or passed over without further action.
The main substantive debate centered on SB 2208, the Mississippi Public University System Governance Study Committee creation bill. Senator Boyd moved to reconsider the bill, and Senator Dupree offered a friendly amendment to add two additional members representing HBCUs, one appointed by the lieutenant governor and one by the speaker of the House. The amendment was adopted, and the bill then passed by use of the morning roll call. The Senate also took up SB 2587, concerning absentee ballots and removing the envelope requirement; Senator England moved to reconsider the failed vote, explained the bill as a way to let voters deposit ballots directly into a scanner, and answered questions about ballot security and the statewide election management system. Senator Tate attempted to offer an amendment to simplify the bill and return to current law, but the amendment was not in writing and was withdrawn; the bill then passed by morning roll call.
Other calendar items were largely handled by motions to table reconsideration. SB 2746, the Older Mississippians Act, and SB 2728, the Mississippi Chance for Youth Court Act of 2026, were both tabled at the reconsideration stage. SB 2523, relating to state institutions of higher learning, was also tabled. After completing the calendar and brief announcements, the Senate agreed to recess until noon, with the journal to reflect the later return time.
MN
Transcript Highlights:
- of the mistakes and took Swift learning of the mistakes and took Swift action<00:24:13.120>
to post-conference learning post-conference learning modules<00:30:10.399>in <00:30:10.559>< - <00:47:38.800>
count cannot deviate from the machine count cannot deviate from the machine - That’s on the machine of how many just how many were tabulated, right?
- That’s on the machine of how many were tabulated, right?
CA
California 2025-2026 Regular Session
Assembly Labor and Employment Committee Jun 25th, 2025
Transcript Highlights:
- SB 7 requires human oversight of machine management with a few simple requirements, as mentioned by the
- The store ended up taking the machines out, but then reinstalled them back into the store.
- The store ended up taking the machines out, but then reinstalled them back into the store.
- This is not an inconvenience; that's handing our jobs over to machines.
- This is an important and critical change because it often takes significant time for employees to learn
Summary:
The Assembly Labor and Employment Committee heard several bills focused on worker rights, workplace technology, pay equity, and retail/self-checkout standards. SB 703 would require ports to collect and report information on trucking companies to help identify worker misclassification in the port trucking industry; supporters, including Teamsters and the California Labor Federation, said better data is needed for enforcement, while trucking and retail groups said they were working with the author and expected to remove opposition after amendments. The bill passed 5-0 and was re-referred to Transportation. The committee also approved a consent calendar of other measures.
SB 294, the Workplace Know Your Rights Act, would require the Labor Commissioner to create a template for annual employer notices about workers’ labor and civil rights, including emergency contact notification if a worker is detained or arrested. Supporters said the bill would help workers understand their rights amid federal rollbacks and weak enforcement; the California Restaurant Association opposed it. SB 7 would require notice and human review before employers use automated decision-making systems for discipline or termination, and would bar predictive use of such systems for employment actions. Labor groups supported the bill as a safeguard against biased or opaque algorithmic management, while HR, chamber, retail, and local government groups raised concerns about breadth, notice burdens, and small-business impacts. Both bills passed 5-0 to their next committees.
The committee also advanced SB 238, which would require disclosure about workplace surveillance and AI monitoring tools, and SB 442, which sets staffing and operational standards for self-checkout, including at least one staffed lane, one employee dedicated to monitoring self-checkout, item restrictions, and a 15-item limit sign. Supporters argued both bills improve transparency, safety, and worker protections; opponents warned SB 238 could expose security practices and SB 442 could raise costs and create preemption issues. SB 464 would expand state pay-data reporting to better capture public-sector workforce demographics in line with reparations and pay-equity goals, and SB 642 would strengthen the Equal Pay Act by extending recovery periods, clarifying wage definitions, and updating pay-scale language. SB 464 and SB 642 also passed, with some opposition from county and business groups over scope and retroactivity. All measures taken up in the hearing were approved by committee, generally on 5-0 votes, and re-referred to the appropriate policy or fiscal committees.
TX
Transcript Highlights:
- , down to where the machines were, who had the cards, and where they were sealed.
- Unlike the other machines, which by law cannot be connected to the Internet, the poll books, by their
- These are the machines that tell the clerks who is and is not eligible to vote.
- If you want to have these machines, you need to ensure that they actually work.
- Those machines, we've moved away from those.
Keywords:
SB 801, birth certificate, birth record, certified copy, homeless, homelessness, unhoused, vital records, state registrar, local registrar, county clerk, fee waiver, identity documents, ID access, housing insecurity, shelter, transitional housing, Health and Safety Code, HHSC, Health and Human Services Commission
HI
Hawaii 2025 Regular Session
HED/EDN Joint Info Briefing - Wed Jan 29, 2025 @ 2:00 PM HST
Hawaii House Floor Meeting
Transcript Highlights:
- It is already reshaping the way we teach, learn, and assess student progress, from personalized learning
- It is already reshaping the way we teach, learn, and assess student progress, from personalized learning
- and our teachers' learning.
- <00:41:12.520>
and education um part of our learning and education um part of our learning - the learning?
OK
Oklahoma 2026 Regular Session
House of Representatives Second Regular Session of the 60th Legislature Day 50 Apr 30th, 2026 at 09:30 am
Oklahoma House Floor Meeting
Transcript Highlights:
- Let us pray, Lord It requires courage to share our successes and our failures, but we learn in and from
- Lark wrote the machine. Close the queue.
- Floatorder, clerk, rolled the machine for the emergency.
- Clerk, on the machine for a vote.
- Court on the machines are roll call in the hall. Roll calls in progress.
Keywords:
bail bondsman, bondsman license, multicounty agent bondsman, surety bondsman, Insurance Commissioner, bail bond regulation, bond deposit, forfeiture, deposit ratio, writing capacity, license transfer, power of attorney, surety bond, bail industry, Oklahoma insurance law, financial solvency, administrative action, Oklahoma Local Food for Schools, school meals, local food procurement
CO
Colorado 2026 Regular Session
Colorado House 2026 Legislative Day 055 Mar 9th, 2026
Colorado House Floor Meeting
Transcript Highlights:
- Please close the machine. Please close the machine.
- Please close the machine.
- Please close the machine. Please close the machine.
- Please close the machine. Please close the machine. Mr.
- Please close the machine. Please close the machine.
Summary:
The House convened with a color guard presentation by Colorado Military Academy cadets and the pledge led by Olivia and Owen Curry. After roll call established a quorum, members approved the journal of Friday, March 6, 2026, as corrected. Several committees then announced upcoming hearings, including Agriculture, Water, and Natural Resources; State, Civic, Military, and Veterans Affairs; and Finance.
The chamber then took up House Joint Resolution 1020, designating March 8, 2026, as International Women’s Day in Colorado. The resolution praised women’s contributions across history and society, highlighted Colorado’s early adoption of women’s suffrage, and recognized trailblazing women in the General Assembly. Sponsors and supporters spoke at length about women’s leadership, economic and civic contributions, and the need to continue advancing equality. The resolution also drew recognition of women and advocacy organizations present in the chamber.
Representative Bradley and other Republican members criticized the resolution as partisan and said Republican women were not included in drafting or sponsoring it. They argued the measure should have been more inclusive and should have better reflected women’s roles in the home and the broader bipartisan history of women’s history observances. Bradley announced she would vote no. In response, Representative Ricks said an amendment would be accepted from the minority caucus to address concerns about traditional roles of women, and he moved Amendment L002 for consideration.
FL
Florida 2025 Regular Session
March 13, 2025 - 01:00 PM
Transcript Highlights:
- And so the banking industry has limitations on their ATM machines.
- And I don't think a sign on a kiosk machine with somebody, you know, scamming me is going to stop me
- Like these illegal slot machines, it sounds like these kiosks, if not state approved, are illegal.
- I think the machines need to be picked up and gotten rid of. There's 3,000 of them.
- It's like having an illegal slot machine with somebody on the other end getting all the money.
Summary:
The committee met with a quorum and heard five bills. HB 1097 would rename the Florida Catastrophic Storm Center at FSU as the Florida Center for Excellence in Insurance and Risk Management, transfer the public hurricane loss projection model from FIU to FSU, and provide recurring and nonrecurring appropriations to support independent insurance research and collaboration with OIR and other universities. Members discussed university roles, model oversight, independence from industry funding, and student/workforce benefits. The bill passed favorably on a roll call vote.
HB 319 would create a regulatory framework for virtual currency kiosk businesses, requiring registration with the Office of Financial Regulation, consumer disclosures, and penalties for violations. Much of the discussion focused on fraud prevention, especially for seniors, and whether the bill should include transaction caps or stronger recovery tools; AARP supported the bill but urged additional protections. The bill passed favorably. CS/HB 385 made technical changes to the Florida Trust Code and Community Property Trust Act, including decanting, trustee claims, redemption by satisfaction, and homestead transfer treatment; an amendment conforming to the Senate version was adopted, and the bill passed favorably.
CS/HB 97 would allow service of process for exploitation injunctions against unascertainable scammers through the same communication method used to contact the victim, such as text or social media, and would let courts freeze funds temporarily while the matter is heard. Testimony from elder law practitioners and AARP supported the bill as a tool against scams, while some members raised due process and overreach concerns; the bill passed favorably. HB 839 would shorten the overpayment recovery window for claims submitted to psychologists and HMOs to match other health providers, with the goal of improving parity and access to mental health care; an amendment was adopted, and the bill passed favorably. The meeting concluded with adjournment after the final roll call votes.
TX
Transcript Highlights:
- On that day, we learned lots of shocking things.
- We learned that many illegal aliens have limited term driver's licenses.
- Because we're not going to get rid of the machines, right?
- I should learn to count. I apologize. I promise I'm not excluding you.
- There are many... machines out there that can handle. I'm sorry. They're vendors with machines.
Bills:
SB16, SB76, SB310, SB311, SB396, SB505, SB827, SB964, SB1209, SB1210, SB1386, SB1470, SB2035, SJR37, SB 16
Keywords:
voter registration, proof of citizenship, Election Code, criminal offenses, limited federal ballot, transportation, infrastructure, funding, public safety, state regulation, election, polling places, voter access, state oversight, electronic voting, voting, polling place, elections, countywide program, election integrity
TX
Texas 89th 2nd C.S.
Licensing & Administrative Procedures Mar 11th, 2025
Licensing & Administrative Procedures
Transcript Highlights:
- These are the machines that generate the tickets.
- To determine what is purchased in a geographic area where those machines are.
- Learn something every day. So the guardrails are really, we're focused on a few things.
- Each machine has a serial number, right? Correct.
- And can you go back and audit that machine and see how many tickets were printed out of that machine?
FL
Florida 2025 Regular Session
Rules Apr 1st, 2025
Transcript Highlights:
- They're really excited about this project in kids been able to learn on that site.
- And industrial engineers, design machines, machines that could take off your arm if you're not using
- The design machines require 2 hands to be used.
- Many of you learn how to drive in a minute transmission.
- A lot of work that going to learning these degrees.
MN
Minnesota 2025-2026 Regular Session
Nudification technology access prohibited 2/19/26
Minnesota House Floor Meeting
Transcript Highlights:
- This technology requires machine learning that is trained on actual abuse of real women and real children
- It learns to match the face of your child onto the body of an exploited child.
- It learns to match and real children.
- continued abuse to improve the machine. continued abuse to improve the machine.
- Shortly after learning of this violation, I was invited to speak at an international conference.
MS
Mississippi 2026 Regular Session
MS House Floor - 22 January, 2026; 2:00 PM
Mississippi House Floor Meeting
Transcript Highlights:
- . >> Open machine. Madam Clerk. >> Is everyone voted? >> Open<00:07:54.080>
machine. - >> Close the machine. Madam Clerk, there is a quorum present, Mr.
- They are the oldest institution of higher learning in the state of Mississippi and the second oldest
- Open machine. Madam clerk, if you favor the resolutions, vote I. If you're opposed, vote nay.
- >> Close the machine. Madam clerk, by vote 118, yay. Zero nays. Resolutions are adopted.
Summary:
The House convened with prayer and the Pledge of Allegiance, established a quorum, dispensed with the journal reading, and reported no select committee reports. Members then recognized visitors and guests, including representatives from Mississippi College and Coastal American Insurance. The chamber spent considerable time honoring Mississippi College’s 200th anniversary, with remarks from members about the school’s history, its law school, and personal experiences there, followed by the presentation of a proclamation and applause.
On the rules calendar, the House adopted several resolutions in blocks, including three House concurrent resolutions and then five House resolutions, all by unanimous or near-unanimous voice vote. One motion to reconsider House Bill 534 was tabled. The House also granted immediate release on the adopted resolutions. Later, a member introduced an out-of-order birthday recognition and a family baseball photo, which drew laughter and applause.
On the general calendar, the House took up House Bill 4, a County Affairs bill concerning municipal annexation. The bill would require an election in both the municipality and the proposed annexation area if 20% of electors in the area petition for one, with annexation failing unless both sides agree; if defeated, the question could be brought back after five years. Members questioned whether the measure would make annexation much harder, whether business owners would vote, and how it compared with current court-based annexation procedures. The bill was laid on the table subject to call after discussion. Military Affairs, Transportation, and Medicaid were then reported as passing. The clerk announced upcoming committee meetings and a suffrage bill deadline, members made additional announcements including recognition of the doctor of the day and Recovery Day 2026, and the House adjourned to reconvene Monday at 4 p.m., weather permitting, with a possible delay to Tuesday or Wednesday if roads were impassable.
MN
Minnesota 2025-2026 Regular Session
Committee on Jobs and Economic Development - 01/22/25
Jobs and Economic Development
Transcript Highlights:
- <00:10:38.079>
learning advancement in machine-based learning advancement in machine-based - There'll be machine learning involved in it, but not AI, right?
- So this was an advance, which was the ability for these machines to learn without having supervision.
- that can be used to build machine that can be used to build machine learning<00:36:40.920>
models - having these machines to learn without having these machines to learn without having supervision
FL
Florida 2025 Regular Session
Education Postsecondary Mar 10th, 2025
Transcript Highlights:
- MEMBERS, LET'S TAKE UP 1 SENATE BILL 312 ON FLORIDA INSTITUTE FOR HUMAN AND MACHINE COGNITION INCORPORATED
- REFRESH YOUR MEMORIES, WHAT SENATE BILL 312 DOES THIS RELATES TO THE FLORIDA INSTITUTE FOR HUMAN AND MACHINE
- IT HAS BEEN AN OUTSTANDING BILL TO ALLOW THE INSTITUTE FOR HUMAN AND MACHINE COGNITION TO IT HAS BEEN
- AN OUTSTANDING BILL TO ALLOW THE INSTITUTE FOR HUMAN AND MACHINE COGNITION TO CONTRACT THAT THERE IS
- THE ADVISORY BOARD FOR RESEARCH AND WE ARE ALIGNING AS THE LEGISLATURE AUTHORIZES THE CLASSICAL LEARNING
CO
Colorado 2026 Regular Session
Colorado House 2026 Legislative Day 093 Apr 17th, 2026
Colorado House Floor Meeting
Transcript Highlights:
- Please close the machine. Please close the machine.
- machine and members proceed to vote. machine and members proceed to vote.
- machine and members proceed to vote. machine and members proceed to vote.
- machine and members proceed to vote. machine and members proceed to vote.
- Please close the machine. Please close the machine.
Summary:
The House convened with 58 members present and seven excused, establishing a quorum, and approved the April 15, 2026 journal as corrected. The chamber then moved through announcements recognizing visiting railroad workers, LIUNA Local 720, Colorado West Christian Schools, Religious Freedom Day, and several school and community groups, along with birthday acknowledgments and committee schedule notices. The House also adopted a motion to remove House Bill 1245 from special orders and returned it to the general orders second reading calendar, and set House Bills 1290, 1312, and 1321 as special orders.
The House adopted Senate Joint Resolution 18, recognizing Nowruz and expressing support for the human rights and fundamental freedoms of the Iranian people, including the Women, Life, Freedom movement. Supporters described Nowruz as a holiday of renewal and resilience and tied the resolution to solidarity with Iranian communities. Representative Zokaie also spoke at length about the personal impact of war on Iranian families and urged a vote. The resolution passed 59-2 with four excused.
The chamber then considered several bills in committee report. House Bill 1290, concerning assault and clarifying sentencing, was amended in Judiciary to remove the medical professional provision and passed after testimony emphasizing strangulation as a serious warning sign in domestic violence cases; it then passed the House. House Bill 1312, dealing with peace officer participation, POST Board composition, academy training, and related grants, was amended for clarity and passed the Judiciary report and then the bill. House Bill 1321, modifying the School Security Disbursement Program, had the Education Committee report defeated, but amendments were adopted to broaden eligible service providers and adjust funding language; the bill then passed as amended.