Video & Transcript Research : 'machine learning'
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OK
Oklahoma 2026 Regular Session
Senate Legislative Session Apr 28th, 2026 at 01:30 pm
Oklahoma Senate Floor Meeting
Transcript Highlights:
- Members, please activate your machines. The Chair sees a quorum. The Senate will come to order. Mr.
Bills:
HB2894, HB3418, HB3415, HB3413, HB3414, HB3416, HB3417, HB3419, HB3420, HB1739, HB1752, HB1979, HB2941, HB2992, HB3075, HB3086, HB3177, HB3269, HB3278, HB3279, HB3497, HB3644, HB4432, HB3720, HB3849, HB3882, HB3919, HB3941, HB4118, HB4141, HB4268, HB4342, HB4428, HB4429, HB4434
Keywords:
HB2894, Oklahoma Rural Jobs Act, rural jobs, rural investment, tax credit, capital investment tax credit, state tax credits, economic development, rural fund, rural investor, qualified investment, eligible business, Department of Commerce, rural business, investment certification, tax liability, credit cap, workforce development, small business finance, rural development
FL
Florida 2026 4th Special Session
January 21, 2026 - 04:00 PM
Transcript Highlights:
- However, we've had an increase of, I think, six times as many illegal gaming machines seized year over
NH
New Hampshire 2025 Regular Session
House Finance Division I (05/20/2025)
Transcript Highlights:
- The towns do pay for putting the names on the ballot and programming their machines, right?
Summary:
The committee took up Senate Bill 74, which requires agencies to report annually on permits that are significantly delayed. An amendment was offered and adopted to replace the bill’s original permit-by-permit reporting with a summary report by category, including counts of permits taking more than 60, 120, or 180 days and general reasons for delay. The amendment also delayed the first report until April 30, 2027, so agencies would report only on future permitting activity rather than reconstructing past files.
Members discussed whether delays caused by incomplete applications or requests for additional information should be included in the reporting categories. The sponsor and others said the bill is intended to measure delays after an application is administratively complete, but that reasons such as waiting on applicant-provided engineering data could still be captured under the summary reasons. Several members praised the amendment as a substantial improvement and said it would produce more useful information with less burden on agencies, while one member said they would support the amendment but not the bill because agencies already face budget constraints.
The committee first approved the amendment unanimously by show of hands, then voted 7-1 to report Senate Bill 74 ought to pass as amended, with one member opposed and one absent. Afterward, the committee briefly discussed a separate Senate message on House Bill 67, noting that the Senate version had no additional general-fund cost and that any remaining issues would be handled with the election law committee before concurrence.
CA
California 2025-2026 Regular Session
Assembly Floor Session May 1st, 2025
California House Floor Meeting
US
US Federal 2025-2026 Regular Session
Open hearings to examine the United States Strategic Command and United States Space Command in review of the Defense Authorization Request for fiscal year 2026 and Future Years Defense Program; to be immediately followed by a closed session in SVC-2 Mar 26th, 2025 at 08:30 am
Senate Armed Services Subcommittee on Strategic Forces
Transcript Highlights:
- And then you put in Iran, which has also become a contributor to Russia's war machine.
Keywords:
military strategy, nuclear triad, deterrence, STRATCOM, SPACECOM, SLICOM, B-21, hypersonic defense, spectrum auction
Summary:
The meeting focused on the strategic posture of U.S. military capabilities with an emphasis on deterrence amid growing global threats. General Cotton from STRATCOM and General Whiting from SPACECOM provided insights into the modernization efforts of the nuclear triad. Key discussions involved the importance of maintaining control over specific frequency spectrums critical for military operations and the implications of potential auctioning of these bands. Members expressed concerns regarding the evolving landscape with adversaries like China and Russia, emphasizing that swift action is needed to adapt and preserve U.S. national security. Various proposals and existing programs, including the B-21 bomber and the nuclear-armed sea-launched cruise missile (SLICOM), were debated, alongside the necessity of increasing military investment in hypersonic defense systems.
FL
Florida 2025 Regular Session
Appropriations Committee on Transportation, Tourism, and Economic Development Mar 26th, 2025
MN
Minnesota 2025 1st Special Session
Regulating Artificial Intelligence – Senator Eric Lucero Mar 17th, 2025
Minnesota Senate Floor Meeting
MN
Transcript Highlights:
- the learning was emphasized.
- um<00:24:49.600>
uh that's where the learning was um uh that's where the learning was um - ,<00:48:56.000>
creating spectrum of student learning, creating spectrum of student learning - follow student learning more clearly. follow student learning more clearly.
- <01:27:16.239>
cursive nice to see that he's learning cursive nice to see that he's learning
NH
New Hampshire 2025 Regular Session
House Health, Human Services and Elderly Affairs (03/03/2025)
Health, Human Services & Elderly Affairs
Transcript Highlights:
- We should learn from that experience instead of somehow pretending that this group of people doesn't
- At 24, he was coming to grips with this reality, learning that no one can change sex.
- Those who do not learn from history are destined to repeat it.
- <02:34:57.240>
from repeat it if you do not learn from repeat it if you do not learn from - If there was studies to prove... of others their learned intolerance of others their learned intolerance
NY
New York 2025-2026 Regular Session
New York State Senate Session - 02/04/2026
New York Senate Floor Meeting
Transcript Highlights:
- We survived because we learned how to endure it when the system would not protect us.
- of the lack of controls in place with a system like this and the fact they very much like a gaming machine
Summary:
The Senate convened, approved the prior journal, received messages and substitutions from the Assembly, and welcomed two new members, Senators Erik Bottcher and Jeremy Zellner. The chamber then adopted the resolution calendar and took up a privileged resolution sponsored by Majority Leader Stewart-Cousins memorializing Governor Hochul to proclaim February 2026 as Black History Month in New York. Senators Bailey, Baskin, Sanders, Scarcella-Spanton, Brisport, Parker, Cleare, Comrie, and others spoke in support, emphasizing Black history as American history, the importance of education and remembrance, and the contributions of Black New Yorkers and historical figures. The resolution was adopted, and the leader opened it for co-sponsorship.
The Senate then moved to the bill calendar and passed several measures, including bills on civil procedure, urban development, labor, and public service law. One labor bill was substituted from the Assembly and passed. Several energy and utility-related bills drew debate, with supporters arguing they would improve affordability, utility rate-setting, and consumer protections, while opponents said they would not meaningfully lower costs and instead reflected broader policy choices. Senator Walczyk voted no on one utility bill, and Senators Tedisco and others criticized the package; Senators Mayer and Harckham defended the measures as needed reforms to utility regulation and return-on-equity standards. Most bills were approved by wide margins, including one public service bill that passed 53-9 and another that passed 61-1.
FL
Florida 2025 Regular Session
Community Affairs Mar 31st, 2025
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Monday, March 10, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- ability to quickly acquire and deploy new and innovative technologies, like artificial intelligence and machine
- learning, to enhance our border security.
NH
New Hampshire 2026 Regular Session
House Science, Technology and Energy (02/09/2026)
Science, Technology and Energy
Transcript Highlights:
- <00:33:26.240>
know, <00:33:26.480>that What I learned is, you know, that What I learned - That's what they're trying to keep us from learning, having to learn Mandarin.
- That's what they're trying to keep us from learning, having to learn Mandarin.
- That is why I brought it. >> Comparatively, do you think we can learn? >> I think we can learn. No.
- >> It's a statistic I learned this past summer. >> It's an amazing statistic.
NH
New Hampshire 2025 Regular Session
House Municipal and County Government (09/24/2025)
Municipal and County Government
Transcript Highlights:
- And the governing body again could buy internal combustion or non-combustion machines.
- use local control and prohibit the governing body from making the purchase of internal combustion machines
- . machines. machines.
- making the purchase of internal from making the purchase of internal combustion<00:39:38.320>
machines - Representative Elward, I did have a follow-up to my introduction question about what did we learn from
NH
New Hampshire 2026 Regular Session
House State-Federal Relations and Veterans Affairs (01/30/2026)
State-Federal Relations and Veterans Affairs
Transcript Highlights:
- Mandlebomb who is a doctor as we learned. >> So, uh, welcome Mr.
- Mandlebomb who is a doctor<02:24:22.960>
as <02:24:23.120>we <02:24:23.439>learned. - You cannot be for limited government while simultaneously funding a global machine that treats the Fourth
- You cannot be for limited government while simultaneously funding a global machine that treats the Fourth
- You cannot be for limited government while simultaneously funding a global machine that treats the Fourth
NH
New Hampshire 2025 Regular Session
House Judiciary (02/12/2025)
Transcript Highlights:
- He said it is the ability to express yourself using the press, which was a machine that pressed copy
- <00:12:19.399>
that <00:12:19.680>pressed <00:12:20.680>copy Press was a machine - that pressed copy Press was a machine that pressed copy onto<00:12:21.480>
paper <00:12:22.000 - they learn that the recording<03:42:27.560>
uh <03:42:27.680>violated <03:42:28.159> - So HB 462 is a bill that I filed after learning about a situation in my town.
Summary:
The committee first heard CACR 6, a proposed constitutional amendment by Representative Keith Ammon to recognize a fundamental right to use computation resources. Ammon argued that computing is now essential to daily life, speech, education, and economic opportunity, and said the amendment was intended to push back against government or corporate restrictions, citing a 2023 federal executive order on AI registration and reporting as an example of the kind of precedent he wanted to oppose. He said the proposal should be simple and clear because it would go to voters, and he compared the right to compute to other constitutional rights that do not require the government to provide the underlying tools.
Committee members raised concerns about the breadth of the language, including whether it could affect encryption, authentication, network security, energy use, and other regulatory issues. Representative McFarland questioned whether the amendment could interfere with security measures, while others asked whether it would prevent ordinary network management such as throttling or require the state to provide internet access or hardware. Ammon responded that the right would not entitle someone to other people’s resources and said encryption and similar issues would sort themselves out. Several members also raised concerns about child safety, public safety, and whether existing laws could still regulate misuse of computing; Ammon said reasonable limits would still apply, similar to other constitutional rights. Sarah Scott of Americans for Prosperity testified in support, saying the amendment would protect innovation, individual autonomy, and economic competitiveness by preventing overregulation. After questions concluded, the chair closed the hearing on CACR 6.
The committee then opened House Bill 615, sponsored by Representative Dan Maguire, which would substantially rewrite the state’s drug-forfeiture law. Maguire said the bill is intended to improve fairness and efficiency in cases where property such as cars or cash is seized in connection with drug offenses, noting that the criminal case and the civil forfeiture case are currently handled separately, with the property case prosecuted by the Attorney General’s office. He explained that the bill addresses courtroom procedure for these forfeiture actions and is meant to make the process more specific and orderly.
NH
New Hampshire 2025 Regular Session
House Executive Departments and Administration (04/09/2025)
Transcript Highlights:
- can create that mechanism without doing a very complicated bargaining effort with 85 different machinations
- 05:56.800>
with <02:05:57.599>85 <02:05:58.320>different <02:05:58.800>machinations - um with with 85 different machinations um with with 85 different machinations involved<02:06:00.000
Summary:
The committee first heard Senate Bill 74, which would require state agencies, especially the Department of Environmental Services and other permitting agencies, to report more detailed data on permit applications, approvals, denials, pending applications, and permits taking longer than 90 days. The sponsor’s representative and a lawyer who helped draft the bill argued that the legislature needs comprehensive permitting data to evaluate whether current timelines are reasonable and whether regulatory delays are burdening property owners and economic activity. They said the information should already be tracked within existing budgets, despite a fiscal note claiming additional staff would be needed. A Business and Industry Association representative supported the bill, saying better data is needed to understand actual permitting timelines and to help streamline the process, especially in light of housing and development concerns.
Members asked whether the bill was simply collecting data without a clear next step, and the response was that the data would allow lawmakers to judge whether existing deadlines, extensions, and exemptions are justified and whether changes to permit timelines are needed. Several members agreed the information would be useful and that agencies should already be tracking it. The committee then voted to pass Senate Bill 74 on a roll call, with the motion approved and the bill placed on consent for further consideration, with a note that it would go to finance for review of the fiscal note.
The committee then took up Senate Bill 196, which would raise the threshold for certain in-house construction projects handled by the Department of Military Affairs and Veterans Services and two other departments from $500,000 to $1 million, described as an inflationary update. The sponsor said the department’s existing staff can handle these smaller renovation-type projects and that the bill should not require new positions; the deputy adjutant general later confirmed the department does not need additional staff and said the projects are typically roof, boiler, and similar repairs. Members asked about a fiscal note suggesting new positions and about revenue/expenditure impacts, and the sponsor explained that the fiscal note language appeared to reflect an earlier draft and that the budget effect is largely a shift in where the work is performed. The committee recessed briefly for the deputy adjutant general’s arrival, then continued discussion of the bill.
MN
Minnesota 2025-2026 Regular Session
House Health Finance and Policy Committee 4/7/25
Health Finance and Policy
Transcript Highlights:
- We wonder how on earth did they allow people to smoke on airplanes and have cigarette vending machines
- smoke on airplanes and have cigarette smoke on airplanes and have cigarette vending<01:04:43.359>
machines - They<01:04:44.480>
will <01:04:44.720>wonder <01:04:45.280>why vending machines - They will wonder why vending machines.
Keywords:
health care transparency, ownership disclosure, control reporting, health care consolidation, private equity, management services organization, MSO, provider organization, health insurer, pharmacy benefit manager, hospital system, affiliate reporting, financial disclosure, public reporting, market concentration, horizontal consolidation, vertical consolidation, health care ownership, corporate practice, health care regulation
HI
Transcript Highlights:
- 01:32:57.840>
the They also like that here we have our own yard as well as our own washing machines - c><01:33:16.840>
own <01:33:17.080>washing <01:33:17.600>M <01:33:17.920>machines - <01:33:18.679>
which <01:33:18.920>we as our own washing M machines which we as our - own washing M machines which we may<01:33:19.320>
not <01:33:19.600>have <01:33:19.800>
Summary:
The House Committee on Housing held a public hearing and moved quickly through a long agenda, beginning with HB 606 on the Department of Hawaiian Homelands. DHHL and several community testifiers strongly supported the bill, describing it as a way to fulfill long-standing promises to Native Hawaiians, reduce the DHHL waitlist, keep families in Hawaii, and support housing production and the broader economy. Testifiers emphasized the cultural and economic importance of stable housing and noted the large number of people still waiting for DHHL homes.
The committee then heard HB 1086, also relating to DHHL, which would allow the department to use a $75 million appropriation from the dwelling unit revolving fund as collateral for loans. DHHL, HHFDC, and other supporters said the measure would help DHHL obtain better loan terms and preserve trust funds for other uses. Members asked detailed questions about how the collateral would work, whether other agencies use similar structures, and what would happen if the collateral were drawn upon; staff explained that the funds would be encumbered for the loan and that a similar model had been used for a HUD-backed project.
The committee also heard HB 739, which would create the COM homes program to fund counties to buy voluntary deed restrictions from eligible homeowners or buyers. Supporters said the program could help keep local workers in Hawaii by using existing housing stock and cited examples from places like Aspen and Vail. The Attorney General’s office recommended amendments to remove duration requirements to avoid right-to-travel concerns, and the Tax Foundation suggested clarifying the conveyance tax exemption so it also covers the instrument imposing the restriction. Members asked whether tax dollars would be used to buy homes, who would be eligible, and how enforcement would work; supporters said the program is voluntary and income-blind, with restrictions tied to living and working in the state. No votes were taken during the hearing.
NH
New Hampshire 2025 Regular Session
House Environment and Agriculture (01/28/2025)
Transcript Highlights:
- <00:25:34.720>
more pasas um you know as as we learn more pasas um you know as as we learn - about leech 8 the more concerned learn about leech 8 the more concerned we<00:50:00.920>
should - that earlier rather than later uh learn that earlier rather than later uh uh<01:38:14.440>
in - In fact, there's no time machine needed to go back in time and stop it.
- We don't need a time machine to go back and fix the problem.
- that earlier rather than later uh learn that earlier rather than later uh uh<01:38:14.440>
Summary:
The Environment and Agriculture Committee held a hearing on HB 566, which would require permit applications for new landfills to include a detailed leachate management plan. Representative German introduced the bill and explained that it was prompted by recent reporting on leachate management problems at New Hampshire landfills, including alleged violations and deficiency letters from DES. He said the bill was intended to address public health concerns, PFAS contamination, and increased leachate volumes tied to more severe rainstorms, while still allowing innovation in treatment and transportation methods. He also described a set of proposed amendments developed after discussions with DES and a landfill operator, including changing “permit for construction” to “operating approval,” applying the bill to landfill expansions, moving contract-related language into the planning section, and removing a proposed new subparagraph.
Committee members asked whether the bill would limit operator flexibility or duplicate existing DES rules. Representative German said the bill would not dictate specific treatment methods or lock operators into long-term contracts, but would require a plan showing how leachate will be managed, transported, and disposed of, with later contract changes reported to DES. Several members and the BIA representative questioned whether the bill was necessary given existing Env 806 rules and DES enforcement authority. The Business and Industry Association opposed the bill as introduced, arguing that DES already has rules and technical expertise, that the issue is better handled through rulemaking, and that moving requirements into statute could freeze the framework and make future adjustments harder. Supporters countered that a statute would provide a stronger, more durable policy commitment in response to ongoing problems.
No vote or final committee action was taken during the hearing. The discussion ended with the bill still under consideration and with the sponsor indicating that a revised amendment would likely be brought forward for later work session or executive session review.