Video & Transcript Research : 'machine learning'
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NV
Nevada 2025 Regular Session
Assembly Committee on Ways and Means May 30th, 2025 at 08:00 am
Ways and Means
Transcript Highlights:
- Through inquiry-based learning, we promote critical thinking, active listening, and informed action,
- The Office of Teaching and Learning received an education program supervisor in the budget close, and
- And what we learned from that moment is the hospital closed down and they converted to a freestanding
- What we've learned over the last so... Emergency room.
- What we've learned over the last several years is that, after that occurred in 2023, we passed a bill
Bills:
AB568, SB90, SB133, SB147, SB229, SB233, SB240, SB245, SB280, SB378, SB393, SB417, SB434, SB494, SB495
Keywords:
higher education, Nevada System of Higher Education, operational expenses, instructional expenses, public funding, education funding, teacher grants, classroom supplies, instructional support, specialized personnel, civics education, Nevada Center for Civic Engagement, funding, youth programs, civic involvement, Southern Nevada, Clark County, Las Vegas Valley, regional planning, economic resiliency
TX
Transcript Highlights:
- They canceled the machine out, but it still makes your count off because now that person signed in but
- without erasing the votes that are stored internally on those machines.
- Internally on those machines.
- It does only require one set of voting machines, and so 2753 and its committee substitute.
- It does only require one set of voting machines. and so It does only require one set of voting machines
Keywords:
voter registration, electronic, Texas election law, Signature verification, DPS, internet application, Texas Election Code, signature verification, online application, data security, electronic application, Department of Public Safety, information security, electronic voter registration, voting technology, voter access, state election laws, digital signature, election irregularities, audit
Summary:
The committee heard several election-related bills. SB 447 would let the City of Mission in Hidalgo County permanently move its municipal elections from May to the uniform November election date if it chooses. The bill was described as permissive and intended to increase turnout and reduce costs. Mission’s mayor testified in support, saying voters had already approved the change by a wide margin in a charter amendment election. The bill was left pending after no objection.
SB 2217 focused on standardizing election data reporting and reconciliation across counties to improve transparency and comparability. Testimony was generally supportive of the goal, but Dr. Laura Presley and others flagged technical issues, including a discrepancy between a three-ballot mismatch threshold in existing law and a 1% threshold in part of the bill, plus a definition issue involving central accumulators. Supporters said consistent auditing and reconciliation would help election integrity, while the bill was also left pending.
The committee then took up SB 2753, a major proposal to create a continuous in-person voting period that would combine early voting and Election Day into one uninterrupted process, with precinct consolidation and other changes. Supporters said it could simplify administration, reduce equipment changes, and improve security by using one set of machines. Opponents and neutral witnesses raised concerns about cost, staffing, ballot security, reporting changes, weekend voting, and whether the bill was ready for implementation; several urged a pilot or study instead. The committee substitute was withdrawn and the bill was left pending.
SB 505 would create a process for election workers, candidates, party officials, and measure proponents or opponents to request explanations of election irregularities, with escalation to the Secretary of State for audit or enforcement if responses were unsatisfactory. Supporters said it would provide a way to resolve irregularities and restore confidence, while opponents argued it was too broad, lacked guardrails against abuse, and could be used by partisan actors to pressure counties. The bill was left pending. Finally, HB 311 would expand Texas’s online voter registration system to first-time registrants and others, with supporters citing efficiency, lower costs, and broader access, and opponents raising concerns about signature verification and implementation details. Testimony was cut short because of the session deadline, and the bill had not been disposed of in the excerpt.
TX
Transcript Highlights:
- I wonder if this is to protect our machines from a wireless device connecting to the machines.
- Okay, so since the law in Texas requires that the machines are not capable of being connected to the
- Oh, plus on the old machine.
- It's nonsense to say that people can hack into the election systems if it's just like the machines.
- Machines and set the rates, and so that's the safeguard for counties is that they get the schedule.
Keywords:
election services, contracting, political subdivisions, county elections, election code, voter registration, citizenship status, election law, cancellation, disqualification, Texas Election Code, voter identification, registration, election integrity, identification documents, election, watcher, polling place, removal, Texas Elections Code
WA
Washington 2025-2026 Regular Session
House Floor Debate — April 25 Apr 25th, 2025
Transcript Highlights:
- The Speaker is about to open the roll call machine. The Speaker has opened the roll call machine.
- The Speaker is about to lock the roll call machine. The Speaker has locked the roll call machine.
Summary:
The House suspended Rule 14C to continue working past 10 p.m. and then received several Senate messages announcing action on multiple bills, including the Governor’s signing of Substitute Senate Bill 5408, Gross Substitute House Bill 1296, and Gross Second Substitute Senate Bill 5083. The Senate also adopted the conference committee report on Gross Substitute Senate Bill 5041 and concurred in House amendments to Gross Second Substitute Senate Bill 5263 and Substitute Senate Bill 54, passing those bills as amended.
The main floor action involved a motion to grant the Senate’s request for a conference on engrossed House Bill 1217. Representative Fitzgibbon urged approval so the bill could move toward resolution, while Representative Lowe opposed the motion, saying the prior conference process had not adequately included his voice and that a bipartisan approach was needed. A roll call vote was taken and the motion passed.
After adopting the motion, the Speaker appointed Representatives Fitzgibbon, Peterson, and Lowe as conferees on House Bill 1217. The House then adjourned until 11 a.m. Saturday, April 26.
AR
Transcript Highlights:
- Prepare the machine, Madam Clerk. As everyone indicated their presence.
- But LEARNS wasn’t just about investing in education freedom.
- By third grade, a child must be able to read in order to learn.
- In case you didn’t know, the L in LEARNS stands for literacy.
- Succeed and reach their full potential, learning must be required.
Summary:
The transcript covers the opening of the Arkansas House and a joint session of the 95th General Assembly’s fiscal session. The House first established a quorum, granted leave for absent members, recognized guests, and adopted House Resolution 1001 to convene a joint session with the Senate for Governor Sarah Huckabee Sanders’s address. Several bills and resolutions were read for the record, including House Resolution 1002 and House Bills 1001, 102, and 103, before the House recessed to await the Senate and then the governor.
In the joint session, leaders recognized the late Representative Stan Barry with a moment of silence, introduced constitutional officers, judges, and other guests, and appointed committees to escort the governor. Governor Sanders then delivered a lengthy fiscal-session address focused on her budget priorities and policy agenda. She emphasized continued funding for education under LEARNS, teacher pay and literacy gains, public safety and law enforcement funding, government efficiency and tax cuts, and the 1033 initiative aimed at helping vulnerable Arkansans move from crisis to self-sufficiency. She also urged lawmakers to avoid new Medicaid mandates or ongoing spending and said she would call a special session to cut income taxes further if the budget is passed.
After the governor’s remarks, the joint session adjourned. The House then reconvened briefly, adopted a motion to adjourn until the next day, and announced that the Joint Budget Committee would meet later that afternoon and again the following morning.
WY
Wyoming 2026 Regular Session
Senate Floor Session-Day 18, March 3, 2026-AM
Wyoming Senate Floor Meeting
Transcript Highlights:
- Now I'm told by a good learned colleague in the body that that's covered elsewhere, and as I've looked
- Now I'm told by a good<00:49:55.760>
learned <00:49:56.160>colleague <00:49:56.640>in - It means any machine-learning-based system that can, for a given set of objectives, generate outputs
- And it means any<01:04:54.799>
machine <01:04:55.599>learning <01:04:56.000>based - ><01:04:56.400>
system <01:04:56.720>that any machine learning based system that any machine
NH
New Hampshire 2026 Regular Session
Senate Election Law and Municipal Affairs (01/13/2026)
Election Law and Municipal Affairs
Transcript Highlights:
- So how do we balance those knowing that we can learn from the experience of other states?
- So how do we balance those knowing that we can learn from the experience of other states?
- So how do we balance those knowing that we can learn from the experience of other states?
- So how do we balance those knowing that we can learn from the experience of other states?
- like my white noise machine um that I<01:06:59.599>
sleep <01:06:59.839>with.
MN
Transcript Highlights:
- So if we are able to identify funding that would allow us to put AI, machine learning, case management
- So if we are able to identify funding that would allow us to put AI, machine learning, case management
- So if we are able to identify funding that would allow us to put AI, machine learning, case management
- <00:17:41.360>
learning, <00:17:42.000>case to put AI, machine learning, case to put - AI, machine learning, case management,<00:17:43.200>
modern <00:17:43.600>tools <00:17:
MA
Massachusetts 2025-2026 Regular Session
Formal House Session 59 Jun 21st, 2026 at 01:10 pm
Massachusetts House Floor Meeting
Transcript Highlights:
- Roll call having been ordered, the roll call machine is now open and will remain open for three minutes
- All having been ordered, the roll call machine is now open and will remain open for three minutes.
- The roll call machine is now open and will remain open for three minutes.
- The roll call machine is now open and will remain open for three minutes.
- Voting machines are now open. They will be open for three minutes.
Summary:
The House met in a floor session that began with routine procedural motions, including quorum checks, roll calls, and brief recesses. Members also welcomed guests and observed a moment of silent tribute for Frederick Pat Waller of Dracut, a 101-year-old World War II veteran and longtime farmer, before taking up the day’s major budget business.
The principal item was the FY2026 appropriations legislation. House leaders described the conference report as a roughly $61 billion budget that reduces spending from earlier proposals while increasing Fair Share spending to $2.4 billion. They highlighted funding for education, including Chapter 70 aid, universal school meals, higher education financial aid, MassReconnect, and school clean energy projects; transportation, including MBTA and regional transit authority support; housing and homelessness programs; food assistance; and a new $5 million immigration legal assistance fund. Supporters emphasized fiscal stability, timely passage, and aid to cities and towns, while noting uncertainty from the federal government.
The House first passed the supplemental appropriations bill to be engrossed by a roll call vote of 142-0, then later passed it on final enactment by 143-1. The House then accepted the conference report on the main FY2026 budget by a roll call vote of 139-6, adopted the emergency preamble by a recorded vote, and finally enacted the budget by another 139-6 vote. The session ended with adoption of an order to adjourn to the following Thursday at 11 a.m., and the House adjourned.
NM
New Mexico 2025 Regular Session
IC - Transportation Infrastructure Revenue Subcommitee Jul 16th, 2025
Transcript Highlights:
- The first one is hot in-place recycling, which is where a machine goes over the asphalt, grinds it up
- So, that is recycling in place with the machine that recycles it.
- What we learned goes on in TxDOT is that at each of the design milestones at 30, 60, and 90, the agency
CA
California 2025-2026 Regular Session
Assembly Elections Committee Jul 2nd, 2025
Transcript Highlights:
- The backers of this bill are big powerhouses: the AFL-CIO, the nurse machine, all these witnesses.
- Are big powerhouses, the AFL-CIO, the nurse machine, all these witnesses that are Democrats from Democratic
- intrigued by the member from Tulare to see what, you know, those things that she’s interested in learning
Summary:
The Assembly Elections Committee met on July 2, 2025, with a quorum present and took up eight agenda items, including four consent bills. The committee first approved the consent calendar, which included SB 280, SB 621, SB 851, and SB 852, all moving forward without objection. The committee then heard several bills from Senator Umberg focused on election administration and campaign finance, along with SB 408 on voter-roll maintenance.
SB 249 would require county board of education elections to be consolidated with the statewide general election. Supporters, including the League of Women Voters, argued this would increase turnout and make those elections more representative; opponents, including Orange County education officials, argued it would override local control, increase costs, and add ballot fatigue. The bill passed 5-2 and was re-referred to the Committee on Education. SB 398 would make it a crime to pay or offer contingent payments or other valuable consideration to induce voting or voter registration, closing what supporters described as a loophole involving lotteries and incentives. It passed 5-0 as amended and was re-referred to the Committee on Public Safety.
SB 42 would remove the state ban on public financing for campaigns in general law cities and counties, allowing local voters to decide whether to adopt such systems. Supporters from Common Cause, the League of Women Voters, and many local advocates said it would broaden participation and reduce the influence of big money; opponents raised concerns about taxpayer funding, guardrails, and local oversight. The bill passed 5-2 and was re-referred to Appropriations. Finally, SB 408 would require election officials to use U.S. Postal Service change-of-address data to help maintain voter rolls; supporters said it would improve accuracy and trust in elections, while one commenter questioned reliance on postal data. The bill passed unanimously 6-0 and was re-referred to Appropriations. The committee then completed the remaining roll calls and adjourned.
US
US Federal 2025-2026 Regular Session
Hearings to examine the censorship industrial complex. Mar 25th, 2025 at 01:00 pm
Constitution Subcommittee
Transcript Highlights:
- A coordinated, well-oiled machine with the... NGOs at the very center.
- This machine is waging war on our free speech across multiple fronts. The first is blacklists.
- senior legal writer. uncovered through her reporting facets of the censorship industrial complex and learned
Keywords:
censorship, First Amendment, social media, misinformation, free speech, government regulation, Big Tech, public discourse
Summary:
The meeting primarily focused on the implications of government involvement in censorship, particularly regarding social media platforms and compliance with misinformation standards. senators and witnesses discussed growing concerns over the influence of large tech companies, like Facebook and Google, in shaping public discourse and suppressing dissenting views. A significant part of the meeting included testimonies from various experts emphasizing the dangers of the 'censorship industrial complex'—a term used to describe the collaborative efforts between government entities and private organizations to control information flow. This collaboration is viewed as a violation of First Amendment rights, with calls for urgent legislative action to restore free speech protections.
FL
Florida 2025 Regular Session
March 4, 2025 - 04:00 PM
Transcript Highlights:
- We will now take up HB 47, Child Care and Early Learning Providers. Representative McFars.
- HB 47, Child Care and Early Learning Providers.
- In Orange County, we have the early learning coalition in our community that does amazing work and actually
- In Orange County, we have the early learning coalition in our community that does amazing work and actually
- have them ready for kindergarten by being in some sort of school beforehand, some sort of formal learning
Summary:
The Human Services Subcommittee met and first took up HB 47, Child Care and Early Learning Providers, sponsored by Rep. McFarland. The bill was presented as an effort to reduce child care costs and regulatory burdens by exempting preschools from special tax assessments, moving teacher training and testing online and making it free, allowing abbreviated inspections for top providers, extending license-exempt status to employer-provided child care, and addressing an insurance issue affecting family child care homes. Members asked about DCF transparency, accreditation, background screening timelines, accountability for exempt facilities, and whether violations would still be searchable; McFarland said accreditation would still be required, DCF reporting and abuse hotlines would remain available, and the bill would not eliminate existing transparency for licensed providers. An amendment was adopted to add clarifying language and exempt certain DOD and Coast Guard child care facilities operated by DOD personnel. Several witnesses and members spoke in support, emphasizing workforce needs, affordability, and safety. HB 47 was reported favorably by a vote of 18-0.
The committee then heard HB 259, which designates August 21 as Fentanyl Awareness and Education Day. Rep. Gerwig said the bill is intended to raise awareness of fentanyl’s dangers and overdose risks. Members spoke in strong support, citing fentanyl’s impact on families, youth, and first responders, and the need for education because fentanyl is often unknowingly ingested or mixed into other drugs. Gerwig also described a personal example involving a child exposed to fentanyl in a vacation rental. HB 259 was reported favorably by a vote of 17-0. The meeting then adjourned.
NY
New York 2025-2026 Regular Session
Senate Standing Committee on Housing, Construction and Community Development - 02/25/2026
Housing, Construction, and Community Development
Transcript Highlights:
- The rules of rent stabilization apply to air conditioners, washing machines, electric dryers, gas-powered
- A washing machine is, you know, the charge between a tenant who's paying their own utilities and not
- And again, a tenant may not install a washing machine unless their lease specifically provides they have
- a right to install a washing machine, which are very few leases do, they may not install the washing
- machine without approval of the property owner.
Summary:
The Senate Housing, Construction, and Community Development Committee met on February 25 and took up a series of housing-related bills, many of which had previously passed the Senate or been reported by the committee in prior sessions. Measures advanced included bills on NYCHA utility accountability, a small rental housing development initiative, uniform waiting list priorities for domestic violence survivors, protections for dependent children named in eviction papers, expansion of veterans’ housing preferences, inclusion of illegal conversions in the definition of harassment, repeal of obsolete rent formula language, inspection of major capital improvement rent increases and rent stabilization extensions, a community land trust acquisition fund, and an affordable independent senior housing assistance program. Most were reported to finance, Codes, or the floor, typically with some minority negative or “without recommendation” votes noted.
The committee then returned to Senate Bill 6718B, sponsored by Senator Jackson, which would eliminate certain surcharges landlords may charge when tenants install appliances in rent-regulated housing. A guest speaker, Mr. Umberto Lopez, argued the bill would further squeeze landlords, especially small property owners, and warned that rising costs and regulation could lead to more units being taken off the market or “warehoused.” Committee members asked about the bill’s practical effect, including whether tenants could install appliances only with landlord approval and how current surcharge amounts are calculated for air conditioners, washers, dryers, and dishwashers. The chair explained that the bill would remove the ability to charge those existing fees, which are intended to cover wear and tear and utility-related costs.
After the discussion, the committee voted to report S6718B, with minority negative votes recorded. The chair also noted an upcoming housing budget hearing later that day and repeatedly emphasized time limits during the meeting.
WY
Transcript Highlights:
- HHR machines look like slot machines, but the outcome of the game is actually determined by the outcome
- These machines, as we have seen, provide critical revenue streams to support live horse racing.
- <00:46:35.440>
in historic horse horse racing machines in historic horse horse racing machines - We believe this was the legislature's intent in authorizing HHR machines in 2013.
- HHR machines in 2013. HHR machines in 2013.
Keywords:
pari-mutuel wagering, simulcasting, historic horse racing, HHR terminals, horse racing, gaming commission, Wyoming Gaming Commission, local control, city approval, county approval, municipal approval, permit renewal, gaming permit, wagering regulation, racetrack, live pari-mutuel event, district court appeal, public notice, land use, public safety
OK
Oklahoma 2026 Regular Session
House of Representatives Second Regular Session of the 60th Legislature Day 29 Morning Session Mar 25th, 2026 at 10:30 am
Oklahoma House Floor Meeting
Transcript Highlights:
- Clerk, will collect faith the machines? Sergeant and roll call in the halls.
- Clerk, activate the machine for a vote on the motion.
- Clerk acted as machines sergeant. Senator Collin Hall, roll call is now in progress.
- Clerk will activate the machines. Sergeant sends roll call. Roll call is now in progress.
- The machine, sergeant, sensor call in the halls. Roll call is now in progress.
Bills:
HB4420, HB3974, HB3016, HB3062, HB3021, HB3145, HB4128, HB3131, HB3015, HB3472, HB3453, HB1638, HB4126, HB2696, HB2710, HB3552, HB3031, HB3544, HB3521, HB4490, HB4488, HB1746, HJR1069, HB4428, HB4429, HB1170, HB3538, HB4124, HB3904, HB4106, HB2999, HB3982, HJR1077, HB3464, HB2588, HB3462, HB4440, HB3674, HB3345, HJR1067, HB4326, HB4331, HB4337, HB4338, HB4359, HB4392, HB3557, HJR1076, HB4003, HB3495, HB3497, HB3501, HB3505, HB3749, HB3011, HB4336, HB4346, HJR1087, HB3240, HB3647, HB3796, HB3969, HB3972, HB3983, HB3984, HB3989, HB3383, HB3130, HB4358, HB3327, HJR1055, HB3386, HJR1089, HB3087, HB2970, HB3314, HB4129, HB4199
Keywords:
reading, intervention, literacy, education, third grade retention, teacher training, funding, Strong Readers Act, tort claims, inmate housing, government immunity, public trust, private prison, emergency legislation, vision screening, binocular vision, kindergarten, elementary education, health, firearm rights
TX
Transcript Highlights:
- Second, it directs the custodian to seal each machine and to record the seal numbers on a log that must
- And this audit would rely on results tapes printed by voting machines, just computer printouts of the
- While this bill does not explicitly prohibit information from machines being tested to be used for the
- We've discovered machines using identical passwords since 2020, a fundamental security failure.
- More alarming was our discovery that officials consistently presented the same demonstration machines
TX
Transcript Highlights:
- Second, it directs the custodian to seal each machine and to record the seal numbers on a log that must
- But this audit would rely on results tapes printed by voting machines—just computer printouts of the
- While this bill does not explicitly prohibit information from the machines being tested from being used
- We've discovered machines using identical passwords since 2020, a fundamental security failure.
- That officials consistently presented the same demonstration machines for public testing.
Keywords:
Texas elections, Election Code, uniform election date, November election, local elections, political subdivisions, general election date, election administration, municipal utility district, county elections, local government, ballot scheduling, candidate filing, voter turnout, election calendar, HB 3097, early voting, electronic application, mail-in ballot, voting accessibility
KY
Kentucky 2025 Regular Session
House Standing Committee on Transportation (2-11-25)
Transcript Highlights:
- They would have to have the refraction machine in these locations, just like they would at the 34 driver's
- From my understanding, you look into that refraction machine; it prints out.
- From my understanding, you look into that refraction machine; it prints out.
- 18:47.320>
into <00:18:47.760>that <00:18:48.080>refraction <00:18:48.679>machine - <00:18:49.559>
it look into that refraction machine it look into that refraction machine it
Keywords:
Roll Call 00:30
HB 15 Discussion 04:24
HB 15 Vote 07:13
HB 161 Discussion 10:05
Hb 161 Vote 19:34, 958, all
Summary:
The House Transportation Committee held its first meeting of the 2025 session, established a quorum, welcomed new members and staff, and reviewed basic committee procedures, including phone silence, speaking through the chair, and the 24-hour amendment rule. The chair then moved to the agenda, which consisted of two bills.
House Bill 15, sponsored by Representative Rudy, would lower Kentucky’s learner’s permit age to 15 to match surrounding states. Supporters said it would give parents more choice and help young drivers get licensed earlier; one member explained her yes vote by describing strong support from middle school students. The bill passed the committee with favorable expression, with Representative Lehman voting no and others voting yes.
House Bill 161, sponsored by Representative Jackson, would allow third-party entities to process driver’s license renewals, not initial licenses. Jackson said the goal was to improve access after the state reduced renewal locations from county offices to regional centers, creating long travel times and long waits, especially for rural and older residents. He said the third-party model could be used by approved businesses or agencies, with an average added fee of about $2 to $5, and that it would still require the same vision-screening process. Members asked about Real ID renewals, timing, local testing options, and eye exam requirements. The bill also received favorable expression, and the committee adjourned after completing the agenda.
FL
Florida 2025 Regular Session
November 19, 2025 - 01:30 PM
Transcript Highlights:
- I just want to clarify, as it relates to the questions around how subsequent purchasers will learn of
- So that's how subsequent purchasers will learn of this former mining.
- So, Representative McClure, again, I want to reiterate that we had a very robust discussion, and I learned
- 100,000 acres right now that have assumed liability simply because once upon a time, a machine unearthed
Summary:
The State Affairs Committee opened with a tribute to the late Representative Joe Casello, with remarks from the chair and Ranking Member Eskamani honoring his service, especially his advocacy for first responders, veterans, and working people. The committee then turned to its only bill, HB 167, which would remove strict liability for certain previously mined phosphate lands if the landowner notifies the county and requests a Department of Health radiation survey. The sponsor said the bill is intended to create a voluntary process, add data about the land, and provide notice through the public record and title process.
Members asked extensive questions about who pays for the surveys, how notice would reach future buyers, whether the bill affects renters or construction workers, and whether it would impact pending lawsuits. The sponsor said the landowner would pay for the survey needed to remove strict liability, plaintiffs would pay for surveys in litigation, the bill does not address OSHA or rental disclosures, and it would not apply retroactively to current cases because the complaint must include a survey. Supporters argued the bill simply replaces automatic liability with recorded notice and due diligence, while opponents said it could leave families and renters without adequate warning and should include stronger disclosure protections.
Public testimony was in support from the Florida Chamber of Commerce, Associated Industries of Florida, and one individual. After debate, the committee voted 18-8 to report HB 167 favorably.