Video & Transcript Research : 'machine learning'
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MN
Transcript Highlights:
- <00:09:24.839>
your <00:09:25.120>stories <00:09:25.519>and conversations learn - your stories and conversations learn your stories and learn<00:09:25.959>
what <00:09:26.120>< - what you heard to to introduce learn what you heard to to introduce this<00:09:28.040>
bill <00 - learning, artificial intelligence, and autonomous technologies.
- <00:53:46.359>
learning rpas generative and machine learning rpas generative and machine learning
Summary:
The committee heard testimony on Senate File 285, a bill to shift MnDOT highway project cost participation away from local governments and onto MnDOT. The bill’s author and several city representatives said current cost-share policies force cities to spend local aid, property taxes, or debt on state highway projects they do not control, leaving less money for local streets and maintenance. Testifiers from Richfield, Elk River, Faribault, Minneapolis, and the Minnesota Association of Small Cities all supported the bill, describing the policy as one-size-fits-all, financially burdensome, and especially harmful to smaller cities and cities with major state highways running through them.
Witnesses gave examples of large and sometimes changing local cost-share obligations, including Richfield’s spending of most of its MSA funds on projects it does not own and a small-city project where the estimated local share rose from about $2.3 million to over $3 million. Several testifiers said cities often have little practical ability to refuse MnDOT projects because the projects are valuable and MnDOT can move on if a city declines. One witness also raised concerns about money being paid upfront and held in an account during construction, causing cities to lose interest earnings while funds sit unused.
Members asked whether cities truly have a say in these projects and whether there are limits on how much the local share can increase. Testifiers said MnDOT does engage cities, but the cost participation policy largely dictates the outcome, and they described the municipal consent statute as too narrow in practice. Senators expressed concern about fairness and the burden on local budgets, while one member noted the bill may not fully address the broader consent issue. No vote or final action was taken in the portion of the meeting provided.
FL
Florida 2025 Regular Session
December 10, 2025 - 01:00 PM
Transcript Highlights:
- IT'S EXCITING TO LEARN WHAT CAN HAPPEN WITH NEW TECHNOLOGY.
- IT'S EXCITING TO LEARN WHAT CAN HAPPEN WITH NEW TECHNOLOGY.
- WHILE ALL OF THE PLAYERS ARE THERE IT IS LED BY OUR OFFICE OF TEACHING AND LEARNING.
- HOW DO WE GET THEM TO A POINT WHERE THEY UNDERSTAND WHAT THEY ARE LEARNING?
- I WOULD GO THROUGH A MACHINE OR SCANNER OR WHATEVER IT IS.
CA
Transcript Highlights:
- We've all learned a lot and I am happy to accept the committee amendments.
- This will ensure students are doing the assignment that allows them to learn best.
- Students learn and explore and find new things working cooperatively in a classroom.
- Real experiences, real challenges, and real learning occur with these things.
- You know, recognize that we learn well from hands-on experience.
CA
California 2025-2026 Regular Session
Senate Floor Session Jun 18th, 2026
California Senate Floor Meeting
Transcript Highlights:
- something that we should never allow any resident of this state to ever forget and to continue to learn
- , to listen, Thank you. together with you to take the time to remember, to research, to learn, to listen
- I look forward to the Dominique Hoskins Black History Museum and Learning Center.
- I look forward to the Dominique Hoskins Black History Museum and Learning Center in my district.
- to a time where we're not able to celebrate the diversity in this country, that we're not able to learn
FL
Florida 2025 Regular Session
Regulated Industries Mar 4th, 2025
Transcript Highlights:
- learned.
- Lessons learned. We had back in 2017 with Irma.
- But we learned a lot like everything we do.
- We learn the lessons learned after each event and at those into the following year, we do have a storm
- Just more evidence that we've learned from a lien.
OK
Oklahoma 2026 Regular Session
House of Representatives Second Regular Session of the 60th Legislature Day 5 Feb 9th, 2026 at 01:30 pm
Oklahoma House Floor Meeting
Transcript Highlights:
- So, clerical, activating machines once. So, now, roll call where Calls now in progress.
- And now, members, the moment you've been waiting for very patiently, the clerk will activate the machine
- Clerk, grant the machines. Insurance announced. Rope on the hall. Roll call is now in progress.
Bills:
HB2975, HB3405, HB3406, HB3728, HB3902, HB3977, SB397, HB1161, HB2938, HB2939, HB3306, HB3722, HB4113, HB4123, HB2293, HB3176, HB3545, HB3546
Keywords:
poultry waste, nutrient management, environmental regulations, agriculture, water quality, pollution prevention, best management practices, noxious weeds, poison hemlock, kudzu, landowner responsibilities, environmental control, public nuisance, eradication, burn bans, fire danger, drought conditions, emergency declaration, scrap metal, regulation
FL
Transcript Highlights:
- with regard to the refund policy from a takeout $100 in cash and it or, you know, just use an ATM machine
- Not sure why people really use the machines because you can go on to get a nap and pay one percent.
- You do have to go through some type of process with the cryptocurrency machines.
AR
Transcript Highlights:
- This is for the antenatal and neonatal guidelines education and learning system and the stroke assistance
- home model number 18 DHS with UAMS this is for the antenatal and neonatal guidelines education and learning
- system and the stroke assistance through virtual emergency support program education and learning system
- Representative Vaught, I've just tore up the machine. You are recognized. Thank you, Madam Chair.
Summary:
The committee met to review a supplemental agenda, procurement rule revisions, methods of finance, discretionary grants, contracts, and a member disclosure. The Office of State Procurement presented rule changes tied to 2025 legislative changes, including Act 782, with updates to sole-source definitions, unrealistic bids, protest requirements, debarment procedures, and recodification references; the committee voted to accept the supplemental agenda and approve the rules. Members also approved eight methods of finance covering university repairs, equipment replacement, property purchase, and capital projects, along with a large slate of discretionary grants for courts, health, DHS, historic preservation, and tobacco prevention programs.
The committee then reviewed RFQs and six ratifications. The ratifications included a Workforce Connections payment to ACT WorkKeys, Department of Health costs from an ice-storm-related water leak, a large Department of Public Safety ratification for Motorola’s Arkansas Wireless Information Network upgrade, Veterans Affairs HVAC and medical-service payments, and a UA Little Rock painting contract. The Department of Public Safety ratification drew extended questioning about why the expired Motorola contract had not been renewed sooner and why the issue took months to reach the committee; agency officials said the project was bond-funded, had not been tracked in ASIS, and involved ongoing negotiations and system updates. Despite concerns, the committee approved the ratifications.
Members also reviewed a long list of construction, intergovernmental, out-of-state, and in-state contracts, including numerous university, DHS, health, corrections, and state agency agreements. Several contracts were discussed in more detail, including an SAU custodial contract question about sales tax and transparency reporting, and Department of Corrections aerial application contracts for Tucker and Cummins farms, which officials said served separate facilities in different parts of the state. The committee approved the contract lists, reviewed reports, and accepted a disclosure from Representative Andrew Collins regarding his investment interest in a company leasing property to Arkansas Rehabilitation Services before adjourning.
CO
Colorado 2026 Regular Session
Colorado House 2026 Legislative Day 020 Feb 3rd, 2026
Colorado House Floor Meeting
Transcript Highlights:
- Sheil, please open the machine and members proceed to vote. Garcia excused. Mabberry excused.
- Sheil, please open the machine and Mr.
- Sheil, please open the machine and members<02:08:25.440>
proceed <02:08:25.840>to <02:08 - Please<02:09:05.360>
close <02:09:05.679>the <02:09:06.000>machine. - the machine Please close the machine with<02:09:49.520>
38 <02:09:50.079>I <02:09:50.560
Summary:
The House convened with a quorum, approved the journal from January 30, 2026, and then moved several bills to special order. The chamber first took up House Bill 1068, which would authorize the Legislative Council Executive Committee to set remote-participation policies for legislators serving on joint committees. Supporters described it as a bipartisan, zero-fiscal-note measure to provide flexibility and consistency for joint committee meetings. An amendment offered by Representative Luck to give the House’s majority position precedence in tie situations was debated and failed, and the bill then passed.
The House next considered House Bill 1027, concerning boards of cooperative services (BOCES). The sponsor explained that the bill would allow BOCES executive directors to remain eligible for PERA retirement benefits while working full-time and would expand BOCES eligibility for postsecondary and workforce readiness funding. Supporters emphasized the importance of BOCES to rural education, special education, concurrent enrollment, and workforce training. The committee report was adopted and the bill passed.
The chamber then took up House Bill 1045, dealing with housing protections for individuals with disabilities and assistance animals. Supporters said the bill would restore and codify federal housing guidance in Colorado law after federal guidance was withdrawn, reducing confusion for tenants and landlords and protecting people who rely on service animals. Opponents argued the bill could create presumptions, increase liability, and impose vague standards on housing providers. Amendment L005 to the committee report passed as a clarifying change, but Amendment L008 and a later amendment from Representative Brooks (L006) both failed. After the committee report was adopted, the bill itself passed. Representative Brooks then introduced another amendment package, including L007, and a title ruling was requested, leading to a brief recess.
HI
Hawaii 2025 Regular Session
CPC Public Hearing - Tue Feb 4, 2025 @ 2:00 PM HST
Consumer Protection & Commerce
Transcript Highlights:
- Those who have used our machines for years know what to watch out for.
- We do pay certain taxes, as well as monthly rent to local businesses to host our machines.
- paid armored car services in the area and third-party technicians to provide maintenance to the machines
- It is plastered both on the physical machine as well as all the kiosk screens, and if an individual makes
- plastered both on the physical machine plastered both on the physical machine as<00:52:26.240>
Summary:
The committee heard testimony on several bills related to consumer protection, liquor regulation, construction procurement, and state contracting. On House Bill 565, DCCA and the Office of Consumer Protection stood on written testimony, and a committee member raised a question about whether creators of remains would have to hold them indefinitely if family members did not respond; the member indicated language would be fixed to address that issue. No vote was taken.
House Bill 208, dealing with liquor law changes, drew strong support from Scarlet Honolulu and Maui Brewing Company, who said the measure would modernize liquor rules and add guardrails, while the Wine Institute and Anheuser-Busch opposed it as a special tax break or unnecessary expansion of liquor-related authority. Members questioned whether anonymous complaints should be allowed and whether the bill could lead to retaliation; the supporter said complaints should not be anonymous and suggested the Liquor Commission had been accused of writing complaints to target licenses. No action was taken.
House Bill 939, concerning taxation of low-ABV spirits-based beverages, received support from Maui Brewing Company and Johnson Brothers, who said it would align tax treatment with existing categories and reduce confusion, while the Wine Institute and Anheuser-Busch opposed it as a narrow tax break that could reduce revenue and should instead be considered in a broader alcohol tax review. House Bill 808, on construction defect insurance or related protections for state projects, drew comments from DAGS, the State Procurement Office, and the Subcontractors Association, with the latter warning it would make state contracting harder and shrink the contractor base; the chair questioned what recourse the state has when defects appear after a project is completed. House Bill 809, addressing procurement and subcontractor-listing corrections, drew opposition from SPO, DAGS, and the Subcontractors Association, while the General Contractors Association supported it; members debated whether a 24-hour correction window would create abuse or simply allow minor ministerial fixes, and the bill’s sponsor said the goal was to reduce bid protests and procurement discretion. No votes or final committee actions were recorded in the excerpt.
MN
Minnesota 2025 1st Special Session
House Commerce Finance and Policy Committee 2/25/25
Commerce Finance and Policy
Transcript Highlights:
- If you're interested in learning some more details on that, if anybody needs a refresher on certain terms
- If you're interested in learning some more details on that, if anybody needs a refresher on certain terms
- some more details interested in learning some more details on<00:03:49.760>
that <00:03:50.879 - We've completed over 18,000 slot machine accounting system reviews.
- We've completed over 18,000 slot machine accounting system reviews.
AR
Transcript Highlights:
- Prepare the machine, Madam Clerk. As everyone indicated their presence.
- Prepare the machine, Madam Clerk. Members, your one vote is for the bill and the emergency clause.
Summary:
The House opened with prayer and the Pledge of Allegiance, established a quorum, and granted several leave requests for absent members. The chamber then dispensed with the previous day’s journal and reported no committee reports, unfinished business, or executive communications before moving to the red calendar.
House Resolution 1002, authorizing recesses of the House or Senate for four consecutive days or longer, was explained by Representative Walker. No one spoke against it, and the resolution passed by voice vote and was adopted. The House also recognized visiting law enforcement officers, Dr. James Hunt, and Nurse Lee Fasio.
On the budget calendar, House Bill 1002, the general appropriation bill, was presented by Representative Johnson as the constitutionally required first appropriation measure. The bill was read for the third time and passed with the emergency clause by a vote of 93 ayes, 0 nays, and 1 present. The House then adopted a motion to adjourn until 1 p.m. Tuesday, and several committee meeting announcements were made for Tuesday and later that day.
MN
Minnesota 2025 1st Special Session
Committee on Housing and Homelessness Prevention - 03/20/25
Housing and Homelessness Prevention
Transcript Highlights:
- falling into homelessness by learning falling into homelessness by learning what<00:34:48.800>
- It seems like these companies look at us as money machines instead of real people who are trying to make
- It seems like these companies look at us as money machines instead of real people who are trying to make
- It seems like these companies look at us as money machines instead of real people who are trying to make
- instead of real people money machines instead of real people who<00:53:24.480>
are <00:53:24.640
CA
California 2025-2026 Regular Session
Assembly Labor and Employment Committee Jun 10th, 2026
Transcript Highlights:
- And then I'd like to learn more about this right to first bid and if there are some... ...be resolved
- And then I'd like to learn more about this right to first bid.
- And you might be able to learn things from that, too, that can apply to other areas that have highly
- And you might be able to learn things from that, too, that can apply to other areas that have highly
- When we decide how a machine should be integrated into our lives, technology, including AI, has made
Summary:
The Assembly Labor and Employment Committee heard several bills focused on worker protections, AI in the workplace, bereavement leave, and construction labor standards. SB 909 by Senator Smallwood-Cuevas would increase public works contractor registration fees, raise prevailing wage and related penalties, and direct half of collected penalties back into the Public Works Enforcement Fund. Supporters said the bill would help combat wage theft and misclassification and strengthen enforcement; opponents argued the higher fees and penalties would burden contractors without fixing enforcement backlogs. The committee voted the bill out on a due pass motion to Appropriations.
The committee also approved SB 951 by Senator Reyes, which would require 60-day notice when 25 or more workers are displaced by technology and require reporting on AI-related job impacts. Supporters framed it as a response to rapid AI-driven layoffs and a way to gather real-time data; opponents raised concerns about small employers, proprietary information, and litigation. SB 947 by Senator McNerney, the “No Robo Bosses Act,” would require human review of automated discipline, termination, or deactivation decisions and restrict predictive behavior analysis. Supporters said it would prevent biased or mistaken automated decisions; opponents objected to the inclusion of independent contractors, private rights of action, and other provisions. Both bills were advanced to the Committee on Privacy and Consumer Protection.
The committee also passed SB 1149 by Senator Durazo, which would expand bereavement leave to cover a “designated person,” including chosen family relationships. Supporters, including AARP and a witness who described losing a long-term partner, said the bill reflects modern family structures; there was no opposition. In addition, SB 1185 by Senator Cortese, applying skilled and trained workforce standards to pharmaceutical facility construction, was approved despite opposition from business and construction groups who said there was no demonstrated safety problem and that the mandate could raise costs and reduce competition. Several other bills on the consent calendar were also approved, and all measures were reported out of committee.
NM
Transcript Highlights:
- And I know I've learned how to read backwards, sideways, and serving this building for 14...
- And for that matter, the grid modernization, I'd like to learn more about all of it. Mr.
- And for that matter, the grid modernization, I'd like to learn more about all of it.
- I'd like to learn more about all of it. Mr. Chair and Senator, we'll follow up with our analysts.
- That takes a lot of work and a lot of time, and a lot of machinations and negotiations here, if I recall
Keywords:
SB193, acequia, community ditch, irrigation works construction fund, water infrastructure, ditch infrastructure, irrigation, New Mexico water law, agricultural water, farmers, Rio Grande, acequia association, forest land protection revolving fund, state fund transfer, irrigation projects, SB132, DOIT, Department of Information Technology, software replacement, equipment replacement
FL
Florida 2025 Regular Session
Children, Families, and Elder Affairs Jan 14th, 2025
Transcript Highlights:
- This is a time of immense opportunity for growth provided we harness lessons learned and address ongoing
- After attending a wellness talk where he learned about evidence-based treatments like cognitive processing
- with these programs and services for organizations that are looking to do is just because we have learned
- And so this was a great opportunity to be able to utilize lessons learned from this.
- Many of these kids have to some of them have breathing machines. They have ventilators.
HI
Hawaii 2026 Regular Session
CPC Public Hearing - Tue Mar 3, 2026 @ 2:00 PM HST
Consumer Protection & Commerce
Transcript Highlights:
- This bill repeals the requirement that the DLIR regulate hoisting machines and certify their operators
- and hoisting machine operators advisory board, including its rules requiring a separate state crane
- would I mean, but would the impact though be for—would people be flown in then to operate these machines
- Would people be flown in then to operate these machines instead of using local, or is that will that
- about hypoxic blackout until don't learn about hypoxic blackout until after<00:44:02.160>
that
Bills:
HB2323, HB2324, HB1509, HB2164, HB2165, HB2367, HB2619, HB1765, HB2187, HB1864, HB1452, HB2314, HB1898, HB2558, HB2319, HB1643, HB2121
Keywords:
workers' compensation, treatment plans, vocational rehabilitation, electronic submission, reporting requirements, occupational safety, hoisting machines, discrimination protection, Department of Labor, safety standards, treatment plan, injured worker, medical treatment authorization, employer response deadline, secure electronic transmission, facsimile, fax, mail submission, denial of care, medical necessity
Summary:
The committee heard several administration bills related largely to workers’ compensation and unemployment insurance. On HB 2323 HD1, which would modernize workers’ compensation notice and filing procedures, DLIR and other agencies testified in support of the original bill language but said HD1 removed key components and weakened the bill’s clarity and continuity. HB 2324 HD1, which would repeal state hoisting-machine certification requirements and the separate crane operator certificate, drew support from DLIR; members asked about whether the change would affect safety or local operators, and DLIR said OSHA-compliant certifications already exist and the union supported the change. HB 1509 HD1, which would require faster employer responses to treatment plans and impose penalties for nonresponse, received support from DLIR and others, while DHRD said it wanted an amendment.
The committee also took up HB 2164 HD1 on compounded prescription drugs in workers’ compensation. DLIR supported the bill as a way to define compounded drugs and curb inflated pricing, but DHRD and a medical provider opposed it and asked for amendments. Testimony focused heavily on whether the definition should include 503B compounding facilities and whether physician dispensing should be limited to the first 30 days after injury. HB 2165 HD1, dealing with unemployment insurance eligibility and removing the two-year limit on recouping overpayments, was supported by DLIR but opposed by Unite Here Local 5, which argued it would make it harder for striking workers and other claimants. Members questioned the impact of changing reporting deadlines from calendar days to business days and raised concerns about future benefit offsets; DLIR said the bill was needed for federal conformity and that the committee would revisit the offset percentage and effective date.
Later, the committee heard HB 2367 on pay transparency, requiring salary ranges in job postings and removing the small-employer exemption. The Hawaii Civil Rights Commission, AAUW, Hawaii Women Lawyers, and an individual testifier supported the bill, saying pay transparency promotes fairness, trust, and pay equity; one testifier described being underpaid compared with a predecessor and said posting ranges would save applicants’ time. HB 2619 HD1, concerning homemade food products and farm kitchens, received generally supportive comments from the Department of Health, which requested an amendment to preserve flexibility in future rulemaking. HB 1765 HD1, on spear-fishing safety warnings, drew support from a safety educator and comments from DLNR; supporters said warning labels would help prevent hypoxic blackout deaths and were low-cost and easy to implement. No votes or final committee actions were taken in the portion of the meeting provided.
MN
Minnesota 2025-2026 Regular Session
House Human Services Finance and Policy Committee 2/25/26
Human Services Finance and Policy
Transcript Highlights:
- <00:38:02.000>
and this conversation and it is machines and this conversation and it is machines - <01:09:51.040>
through we'll refine those as we learn through we'll refine those as we learn - We've got to learn and do better from it.
- We've got to learn and do be corrected.
- We've got to learn and do better<01:17:46.080>
from <01:17:46.320>it.
Bills:
HF3378
Keywords:
human services, Optum reports, data privacy, transparency, legislative oversight, 1183, house
NM
New Mexico 2025 Regular Session
IC - Legislative Finance Nov 18th, 2025
Transcript Highlights:
- But this would fund security equipment around the state like our x-ray machines, our walk-through metal
- Our x-ray machines, our walk-through metal detectors, replace cameras, the security cameras, and replace
- When you're dumping in consolidated waste, you throw that And what we learned in this last cycle is so
- So thank you for that information I learned.
TX
Transcript Highlights:
- that I was sitting over here on this side of the dais, I had just been sworn in, and I was still learning
- hallways, and basements are filled with filing cabinets, paper records, storage boxes, and microfiche machines
- You know, I've learned so much and made great friends.
- Well, I just wanted to say that I think you've made the Secretary of State office a lean, well-oiled machine
- We all depend on our staffs, their knowledge, what we've learned; we depend on each other.
Bills:
SB 1
Keywords:
campground safety, youth camp regulations, flood safety, emergency evacuation, health and safety standards
Summary:
The committee began with Article I budget items for the Secretary of State. LBB staff outlined recommendations that would reduce the agency’s appropriation by about $40.3 million, including changes to HAVA funding, removal of one-time business system replacement money, and a rider directing the agency to use Fund 5095 first. Secretary Jane Nelson and staff then defended several exceptional items, especially additional staffing for elections and business filings, a new website, digitization of records, cybersecurity tools, and renovation of the James Earl Rudder Building. Members focused heavily on election administration, cross-checking voter rolls, Harris County complaints, call-center response times, and whether online voter registration should be expanded. No votes were taken; the discussion was informational and budget-focused.
The committee then heard the Office of the Governor and trustee programs. LBB presented a recommended $2.4 million decrease for the governor’s office proper and a much larger decrease in trustee programs driven by one-time funding and unexpended balances, while still preserving major border security funding and victim assistance funding. Governor’s staff emphasized Texas’ economic growth, the importance of border security, and efforts to seek federal reimbursement for the roughly $11 billion Texas has spent on border operations. Members discussed whether shifting National Guard deployment to federal control could reduce state costs, and they also reviewed the music incubator program, the Governor’s University Research Initiative, and the semiconductor innovation consortium. Staff highlighted a $5 million late-added request for grants to protect nonprofits from violence and terrorism. Again, the exchange was largely explanatory, with no formal action.
Finally, the committee took up the Texas Facilities Commission and lease payments for revenue bonds. LBB recommended major reductions overall, including removal of border wall construction funding and capital complex bond funding, but added money for higher utility costs, renovation of the Rudder Building, and additional facilities staff. George Purcell also noted stable maintenance-and-renewal funding and new riders related to the Texas State Library and Archives Commission building, tenant communications, and space utilization. For lease payments, LBB recommended a smaller appropriation tied to revenue-bond costs allocated across agencies. The discussion was informational, with members asking about the Rudder Building renovation, border wall progress, and capital complex construction timelines; no votes were recorded.