Video & Transcript Research : 'machine learning'
Page 110 of 500
OK
Oklahoma 2026 Regular Session
Education Oversight - Afternoon Session Dec 17th, 2025
Transcript Highlights:
- Allied fencing, bollard, same thing, cameras, portable metal detectors, even AED machines the schools
- Disruption of the learning environment are also at an all-time high.
- We were able to learn where he resides, school history, if...
- Learned additional information.
- It's been going on for a long time, and we've been learning, and we're trying to get there.
Summary:
The meeting focused on school safety funding and security practices in Oklahoma schools, especially how districts have used school resource officer (SRO) allocation money and related security grants. Kevin Rey of the Oklahoma State Department of Education’s Office of School Safety and Security explained that the program, created under HB 2903, allows districts to use funds for SROs and physical security improvements such as cameras, access control, fencing, window film, bollards, metal detectors, and vape detectors. He said more than 170 districts used the money to hire SROs in 2024-25, and that the 2024 change allowing retired officers and armed security guards to qualify was a major help. Members questioned whether the money should also support prevention and mental health services, and Rey said the current program is mainly for security hardware and related measures.
Mark Stout, chief of police for Putnam City Schools, described the district’s layered security approach, including weapon detection at middle and high schools and the ZeroEyes AI camera system, which monitors existing cameras for visible guns and sends alerts to trained monitoring staff and then to district police. He said the system is used as one layer among others, alongside officers, weapon detection, and school procedures, and noted the district is expanding coverage at athletic facilities. He also explained that the system is more economical than full weapon-detection setups, with annual costs based on the number of cameras.
Tecumseh Superintendent Kinsey, Chief Kennedy, and Pottawatomie County law enforcement described the October threat investigation involving a student who posted a photo with a handgun and knife and discussed violence online. They said the FBI tip, rapid coordination among agencies, and an SRO already embedded in the district helped lead to a search warrant and arrest within hours, preventing a possible attack. Kinsey also described the district’s safety measures, including secure entrances, cameras, ALICE training, crisis communication planning, mental health support, clear backpacks, and a new staff alert system. He said community feedback after the incident favored more law enforcement partnership, limited entry points, handheld metal detectors, more SROs, stronger training, and more mental health support.
Matt Riggs, former superintendent of McComb, said smaller districts face different security challenges because of limited local law enforcement and long response times. He explained that McComb used its funding for facility upgrades rather than hiring a full-time SRO because the district wanted improvements that would last beyond the three-year funding window. Throughout the discussion, several members emphasized the tension between visible security measures and prevention, with repeated calls for more counselors, mental health supports, and threat-assessment efforts alongside hardening measures. No formal votes or actions were taken in the transcript.
MN
Transcript Highlights:
- it has to be safe for the public who come to engage with their government, for students who come to learn
- it has to be safe for the public who come to engage with their government, for students who come to learn
- So, while your machine is booting up there, one of the things that I'm seeing here in the prohibition
- So, while your<00:36:44.000>
machine <00:36:44.240>is <00:36:44.400>booting <00:36 - is booting up there, one of your machine is booting up there, one of the<00:36:45.839>
things
MN
Transcript Highlights:
- <00:08:48.440>
we okay look for personalized learning we okay look for personalized learning - She learned how to play piano, violin, guitar. She wrote her own music.
- <00:42:14.839>
new challenging ourselves to learn new challenging ourselves to learn new things - learn like math that makes us a better learn like math that makes us a better employee<00:45:10.079><
- worry when school started she learned worry when school started she learned the<01:48:45.520>
NH
New Hampshire 2025 Regular Session
House State-Federal Relations and Veterans Affairs (01/31/2025)
State-federal Relations and Veterans Affairs
Transcript Highlights:
- People watching at home always learn from watching our hearings at State-Federal. instruction C so if
- <00:22:11.240>
from <00:22:11.480>watching at home uh always learn from watching at - One of the things I've learned a long time ago is that projecting how state legislators are going to
- kids in in school had to actually learn kids in in school had to actually learn what<01:55:48.679
- history in the making they will learn history in the making they will learn firsthand<02:21:53.560
MN
Minnesota 2025 1st Special Session
Committee on Environment, Climate and Legacy - 04/03/25
Environment, Climate, and Legacy
Transcript Highlights:
- It's a really cool thing if anybody wants to learn about it. We call these water atlases.
- It's a really cool thing if anybody wants to learn about it. We call these water atlases.
- It's a really cool thing if anybody wants to learn about it. We call these water atlases.
- It's a really cool thing if anybody wants to learn about it. We call these water atlases.
- There are also over half a million registered machines in the state.
HI
Hawaii 2025 Regular Session
TCA-EDT, EDT, EDT-CPN Public Hearings 03-13-2025
Transcript Highlights:
- It's a vote for slot machines across your state because once you open the door, you cannot stop it.
- It's a vote for slot machines across your state because once you open the door, you cannot stop it.
- It's a vote for slot<00:35:29.680>
machines <00:35:30.000>across <00:35:30.320>your< - /c><00:35:30.560>
state <00:35:30.960>because slot machines across your state because slot - machines across your state because once<00:35:31.599>
you <00:35:31.760>open <00:35:31.920
Summary:
The joint committees on Transportation and Culture and the Arts and Economic Development and Tourism heard three measures. HB 450, which would transfer the State Foundation on Culture and the Arts to the Department of Business, Economic Development, and Tourism, drew support from DBEDT, the State Foundation, the Hawaii Arts Alliance, DAGs, and individuals. Members asked about the bill’s purpose and the relationship between arts administration and international/cultural considerations. The committees voted to pass HB 450 with amendments, including a housekeeping change allowing specific legislative direction in narrow cases; the measure was adopted with unanimous or near-unanimous votes.
HB 437, relating to out-of-state offices, received testimony in support from DBEDT and representatives of the Filipino Chamber of Commerce and another individual. The discussion focused on whether an overseas office in the Philippines was the best use of funds, given existing offices and trade relationships in places like Beijing and Taiwan. Members questioned the return on investment, fiscal priorities, and whether DBEDT had a broader strategic plan for selecting markets. The committees ultimately passed HB 437 with a Senate Draft 1 and technical amendments, with some members voting with reservations.
HB 1391, relating to trade and creating a Hawaii-Ireland trade commission, also advanced after a lengthy discussion. DBEDT said it offered comments rather than a firm recommendation and explained that the bill appeared intended to build economic ties with Europe through Ireland, but members questioned why a commission was needed, how it would be structured, and whether similar efforts should focus on other countries. DBEDT said it would provide reports on sister-state relationships and office performance, and noted that trade initiatives would likely require private-sector participation. The committees passed HB 1391 with amendments and reservations from some members.
MS
Mississippi 2026 Regular Session
MS House Floor - 24 February, 2026; 2:00 PM
Mississippi House Floor Meeting
Transcript Highlights:
- Open the machine, Madam Clerk. Close the machine, Madam Clerk. There's a quorum present, Mr.
Summary:
The House convened with a prayer by guest minister James Colepepper, who asked for wisdom, unity, discernment, and justice in the legislature’s work, followed by the Pledge of Allegiance. After confirming a quorum, the House dispensed with the reading of the journal and the reading of bill introductions, and there were no select committee reports or resolutions. The body also recognized the week’s pages, including Nora Grace Grubbs, and several guests in the galleries, including the Mississippi Lead Group, West Harrison High School students, and advocacy visitors from Six Dimensions focused on maternal health.
Most of the meeting consisted of introductions and recognitions. Members welcomed family members and visitors, noted a birthday for Rep. Cedric Burnett, and recognized Dr. Madu Munger for work empowering women and girls. There were also memorial announcements for retired Mississippi Highway Patrol Master Sergeant Roger Dale Blackman and for Oliver Short, the father of Rep. Tracy Rosebud, with the House pausing in their honor and members invited to be added as co-authors on the memorial.
The clerk announced committee meeting times for Ways and Means, Military Affairs, Technology, Universities and Colleges, Corrections, Energy, Marine Resources, and Drug Policy, along with a cancellation for the Education meeting. Members also promoted several caucus and association events. No bills were debated or voted on, and the only formal action taken was adjournment, with the House voting to stand adjourned until 10:00 a.m. the next day.
AZ
Transcript Highlights:
- just much too complicated to understand the bare-bones minimum of sticking the thumb drive in the machine
- Director, put this in your machine, click the prompts. You are now secure.
Bills:
HB2809
Keywords:
cybersecurity, post-quantum encryption, CMMC 2.0, state agencies, data protection, US-based vendors, 1182, all
Summary:
The Committee on Science and Technology heard two informational presentations before taking up its only bill, HB 2809. The first presentation, from the University of Arizona, focused on fusion energy research and commercialization. The presenter described fusion as a clean, safe, long-term energy source with major potential for Arizona, emphasized growing U.S. and Chinese investment in the field, and argued that Arizona could become a hub for fusion supply chains, talent, and deployment. Members asked about timelines, regulation, and how fusion might compare with small modular reactors and other energy sources; the presenter said fusion could be commercially deployable in roughly 12 to 15 years if public-private investment continues. The second presentation, from XRDNA, described a spatial-temporal addressing system for physical objects and events, aimed at improving coordination across space, infrastructure, logistics, and defense. The company said it is testing with Space Force and launch providers, uses AI provenance tools, and sees its main near-term use case in logistics and space operations.
HB 2809 would require state agencies handling sensitive data, including elections, public safety, benefits, finance, and infrastructure information, to implement post-quantum encryption meeting or exceeding CMMC 2.0 validation, using a U.S.-based vendor and U.S.-developed, manufactured, or maintained components. An amendment clarified that agencies would not be required to connect offline systems to the internet to install encryption, and that agencies could use offline methods such as removable media. The sponsor argued the bill is needed because Arizona’s legacy systems are vulnerable, cited prior cyber incidents and audit findings, and said the bill would secure data even on older systems while keeping the encryption key with the Auditor General. Members generally supported the concept but raised questions about implementation, costs, the Auditor General’s role, and the need for more stakeholder input. No one signed in opposition; the Secretary of State’s office was noted as neutral.
The committee adopted the Pingarelli amendment and then passed HB 2809 as amended on a 9-0 vote, giving it a due pass recommendation. Several members explained their yes votes as support for the bill’s goal while emphasizing the need for careful implementation and broader discussion. The meeting then adjourned.
TX
Texas 89th Regular
Senate Committee on Health and Human Services (Part I) May 7th, 2025
Health & Human Services
Transcript Highlights:
- One thing we know or have learned is that although rural communities and Hospitals are resilient, but
- We learned we were expecting twins, and weeks later we learned we lost one. And then...
- We learned our remaining baby had Turner syndrome and just a 1% chance of survival.
- And I learned I needed to ask for a... A bassinet that acted like a refrigerator.
- Soon I learned something that still stings.
Bills:
HB18, HB37, HB116, HB388, HB879, HB913, HB1151, HB2216, HB2358, HB2809, SB577, SB1590, SB1782, SB1887, SB2744, HB18, HB37, HB116
Keywords:
rural health, hospital funding, healthcare access, mental health services, financial stability, perinatal bereavement, healthcare, hospital training, bereavement support, maternal care, fetal demise, stillbirth, neonatal death, parent-child relationship, involuntary termination, family law, child welfare, child protection, HB 388, HB388
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Monday, March 31, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- HAVE EMBRACED THE FAMILY BUSINESS THAT TODAY HAS INVENTORY THAT INCLUDES ARCADE GAMES, PIN BALL MACHINES
- She learned to persevere and overcome roadblocks and, as she said, wrestling made her a tougher person
- SHE LEARNED TO PERSEVERE AND OVERCOME ROADBLOCKS AND MR. TOES.
- It should surprise no one to learn that quite often that replacement check is also stolen out of the
- Mark, a Head Start learning facility in Indiana.
NM
New Mexico 2025 Regular Session
IC - Economic and Rural Development Aug 11th, 2025
Economic & Rural Development & Policy Committee
Transcript Highlights:
- But thank you for hosting this meeting here and for learning a lot about.
- Learners come there to learn about project management.
- Get a work-based learning experience.
- But again, it's a very different place to learn skills, to help people learn skills, and I would say
- Kids are learning with different technology at a different pace than we learned.
NH
Transcript Highlights:
- It would not have any effect on machine guns or anything regulated by the NFA.
- If this passes, you may not go and manufacture a machine gun. That's not what this does.
- The authority of the federal government to regulate machine guns and the NFA is foremost under their
- <00:06:43.919>
or <00:06:44.400>anything effect on machine guns or anything effect - on machine guns or anything regulated<00:06:45.360>
by <00:06:45.520>the <00:06:45.759><
TX
Texas 89th Regular
Appropriations - S/C on Articles VI, VII, & VIII Feb 24th, 2025
Appropriations - S/C on Articles VI, VII, & VIII
Transcript Highlights:
- They would get two machines, I guess?
- Allows him to earn more or learn more so they can earn more. Yes, sir.
- I learned a lot and matured at Covenant House.
- We learned a lot from with the COVID dollars.
- I am the Director of Early Learning Policy at Texans Care for Children.
MN
Minnesota 2025-2026 Regular Session
House Commerce Finance and Policy Committee 3/5/26
Commerce Finance and Policy
Transcript Highlights:
- there has to be some basic decency where we are not treating basic human needs as profit-generating machines
- 00:43:26.880>
generating human needs as profit generating human needs as profit generating machines - . machines. machines.
- others who have a desire on this to make sure that you're paying attention to members who want to learn
Keywords:
HF3388, Minnesota premium security plan, reinsurance, health insurance, group health carriers, MCHA, MNsure, individual market, premium stabilization, carrier assessment, health insurance assessment, premium security plan account, state innovation waiver, high-risk pool, reinsurance payments, healthcare premiums, insurance carriers, deferral of assessment, financially impaired condition, HF400
Summary:
The committee approved the minutes from the prior day and then heard House File 400, a bill described as a defrayal measure for health insurance mandates. Representative Perryman said the bill would not block future mandates, but would require the state to pay the added costs of any new mandated benefits so those costs would not be shifted to premium payers. She and supporters framed the bill as a way to protect affordability for Minnesota employers, workers, and families, especially in the fully insured market.
Testimony in support came from the Minnesota Chamber of Commerce and the Minnesota Council of Health Plans. They argued that Minnesota has a high number of mandated benefits, that each new mandate adds cost to premiums, and that businesses—especially small and midsize employers—are already struggling with rising health insurance costs. The health plans representative said the bill would use the existing Commerce defrayal process to reimburse plans for eligible mandate-related claims, allowing those costs to be removed from premium rates. Several members echoed support, saying the bill would improve transparency by showing the fiscal impact of proposed mandates and help prevent people from being priced out of coverage.
Members also explored how mandates apply in the market and how premiums are set. Deputy Commissioner Julia Dryer explained that, unless otherwise specified, mandates generally apply to the individual, small group, and fully insured large group markets, while self-insured ERISA plans and other markets are generally outside that scope. Representative Elkins noted that the affected market is relatively small and said small businesses are increasingly moving to self-insured plans because of cost. He and others raised concerns about affordability, while Representative Smith argued that mandates often ensure needed care and that the bill shifts costs to taxpayers rather than insurers. Representative Bacham added a personal example from tribal self-insurance, saying preventive physicals had saved lives and asking whether other factors besides mandates are driving insurer costs. No amendments were offered, and the bill was laid over for possible future consideration.
NM
New Mexico 2025 Regular Session
IC - Legislative Health and Human Services Aug 18th, 2025
Legislative Health & Human Services Committee
Transcript Highlights:
- Center to CYFD staff, and then CYFD staff would go to the hospital and learn the proper care of that
- We learned a lot from that, but I will be really eager to work with our community. ...on ways that we
- So the other thing I wanted to mention, Madam Chair, is we all have these little machines and computers
- Let Xander know what you're thinking, so we can be preparing, learning, all of those, because nothing
- So we've been trying to see what we can learn and do about the unhoused homeless situation.
TX
Texas 89th Regular
Senate Committee on Water, Agriculture, and Rural Affairs Feb 10th, 2025
Water, Agriculture and Rural Affairs
Transcript Highlights:
- Just so you guys know, this year I've got this handy little machine that I've never had before.
- Today, more Texans are becoming first-time farmers and ranchers, learning to raise... livestock and poultry
- Looking back regarding this infestation, what are the lessons that you learned through TDA?
- But tell me, when did we first learn of CWD in Texas?
- Are we learning as we go? Thank you.
CA
California 2025-2026 Regular Session
Assembly Privacy and Consumer Protection Committee Jun 24th, 2025
Transcript Highlights:
- Sab machine a quorum. Bennett here. DeMaio. Hoover. Irwin. Merwin here. McKinner. McKinner here.
- meme in that says to show two guys running in a room saying they should take her out, two guys with machine
- meme in that says to show two guys running in a room saying they should take her out, two guys with machine
Summary:
The committee hearing covered several bills related to privacy, consumer protection, and online harms. SB 259 by Senator Wahab would prohibit surveillance pricing based on device data such as geolocation or battery level; supporters argued it would curb discriminatory and predatory pricing, while opponents raised concerns about geolocation definitions, legitimate location-based pricing, and impacts on discounts and loyalty programs. The bill was moved on a due pass motion to the Judiciary Committee and passed 8-1, with members noting amendments and ongoing discussions with stakeholders.
SB 22 by Senator Laird would raise the amount of gift cards that can be redeemed for cash, with the author saying the goal is to update the long-standing $10 threshold for inflation and preserve consumer value. Consumer advocates supported the bill, while retailers, restaurants, grocers, and chambers of commerce opposed or opposed unless amended, citing fraud concerns, safety issues, and the need for clarification on donated or returned gift cards. The committee voted the bill out on a 6-1 vote and kept it on call.
SB 576 by Senator Umberg would apply broadcast-style loudness rules to streaming advertisements. The author said the bill is intended to prevent ads from being much louder than programming, especially for children, while the opposition argued that streaming ad insertion is technically different and that existing industry standards and FCC oversight already address the issue. The bill passed 8-0. SB 683 by Senator Cortese would clarify that people can seek injunctive relief, including a TRO, for unauthorized use of name, image, or likeness; supporters said it strengthens privacy protections, while opponents warned about prior restraint and First Amendment concerns. The bill was moved out on a due pass motion and kept on call.
The final bill discussed, SB 771 by Senator Stern, would clarify that existing civil rights and hate-related laws apply to social media platforms and their algorithms, with higher penalties for intentional or reckless violations. Supporters, including the Simon Wiesenthal Center and the Islamic Networks Group, described online hate as fueling real-world violence and urged stronger accountability; opponents argued the bill could conflict with Section 230, chill lawful speech, and create vague standards. Members raised questions about constitutionality, definitions, and whether the bill would be workable, but several expressed support for the author’s goals.
FL
Transcript Highlights:
- of the Florida Gaming Control Commission and the gaming statutes, pari-mutuel wagering, and slot machine
- of the Florida Gaming Control Commission and the gaming statutes, pari-mutuel wagering, and slot machine
- the Department of Lottery and Section 546.10, Florida Statutes, dealing with amusement games and machines
Summary:
The committee on Regulated Industries convened with a quorum and began a panel discussion focused on condominium milestone inspections and structural integrity reserve studies (SIRS), with members framing the topic as part of Florida’s post-Surfside condo safety reforms. The chair and panelists reviewed how the state got here, emphasizing that the problems predated Surfside and were driven by long-term deferred maintenance, underfunded reserves, and aging buildings. Panelists included representatives from Florida Realtors, engineering and reserve-study firms, a CPA, a community association attorney, and Broward County’s building safety official, all of whom described their roles in inspections, reserve planning, and code enforcement.
Testimony centered on what inspectors are finding in the field. Panelists said the most common problems are not subsidence but wear-and-tear and maintenance failures, especially in stairways, balconies, roofs, parapet walls, waterproofing, and corrosion. They described examples of buildings with hidden deterioration, hurricane-exposed damage, and associations that were underfunded despite prior inspection regimes in Miami-Dade and Broward. Dr. Barbosa explained that Miami-Dade’s recertification program began in the 1970s and Broward’s in 2005, with current timelines generally requiring notice, a first milestone review, and then time to begin substantial repairs; she said the program has improved compliance but that SIRS has added confusion.
Members also raised concerns about the cost and implementation of SIRS, including whether reports are being used to generate unnecessary work, whether contractors or firms have conflicts of interest, and whether the law’s use of “fully funded” is being misunderstood. Panelists said the statutory reserve requirement is better understood as baseline funding, not having all money in the bank immediately, and suggested clearer definitions and possibly changing the terminology to “adequately funded.” They also discussed the need to separate required structural items from optional or cosmetic items in reserve reports, improve transparency for buyers and lenders, and ensure associations provide documents through websites and other portals.
No votes were taken. The committee used the meeting as an information-gathering session and signaled that more panels and discussion would follow, with members and witnesses agreeing that the state may need further clarification, education, and possible statutory adjustments to reduce confusion while preserving building safety.
MN
Minnesota 2025 1st Special Session
House Energy Finance and Policy Committee 1/21/25
Energy Finance and Policy
Transcript Highlights:
- Artificial intelligence, including large language models and machine learning, will be a part of improving
- Artificial intelligence, including large language models and machine learning, will be a part of improving
Summary:
The House Energy Finance and Policy Committee met to approve the January 16 minutes and then heard House File 9, which was referred to the Committee on Taxes after the committee’s action. The bill was presented as an energy policy measure aimed at reliability and affordability. It would expand hydroelectric power’s eligibility under the state’s energy standard, delay certain carbon-free compliance requirements for utilities that do not meet a retail rate benchmark, prohibit local permits to demolish fossil fuel plants under certain conditions, state support for carbon capture and sequestration without creating a state funding obligation, end the nuclear moratorium, and expand the sales tax exemption for residential natural gas and electricity used as primary heat year-round starting after June 30, 2026. The committee also took up and adopted the A1 author’s amendment, which clarified that the carbon capture language does not obligate state spending.
The bill’s sponsor argued that Minnesota’s current energy policy is driving up costs and threatening reliability, especially during extreme cold, and said the bill would create “off-ramps” from existing mandates to protect ratepayers and businesses. He cited reliability concerns, MISO/NERC risk assessments, rising utility rates, and the need for an all-of-the-above energy approach, including hydro and nuclear. He also said the bill would reduce taxes by broadening the sales tax exemption for residential heating.
Testimony was mixed but generally focused on reliability, affordability, and the role of nuclear power. The Minnesota Rural Electric Association and the Minnesota Chamber of Commerce supported the bill’s emphasis on keeping power reliable and affordable, with both saying Minnesota needs dispatchable, carbon-free resources and noting concerns about high electricity costs and future demand from data centers and AI. The Prairie Island Indian Community opposed lifting the nuclear moratorium without a viable waste solution, describing the long-term burden of spent nuclear fuel on its community and asking for more consultation. Xcel Energy said its nuclear plants have operated safely and reliably for decades, support low-cost and low-carbon power, and could be part of the state’s energy transition, but it emphasized the need for tribal participation and said decisions about retiring fossil plants should remain within the existing Public Utilities Commission resource planning process.
MN
Minnesota 2025-2026 Regular Session
Committee on Judiciary and Public Safety - 03/16/26
Judiciary and Public Safety
Transcript Highlights:
- From my family, I learned a deep respect for the rule of law and for the responsibility we all share
- Let's say you currently possess an illegal machine gun, and the law says you got to turn that machine
- <02:17:05.599>
gun illegal machine gun illegal machine gun um<02:17:07.439>and <02: - :17:11.040>
I <02:17:11.280>don't <02:17:11.359>see <02:17:11.519>any machine - I don't see any machine gun in.