Video & Transcript Research : 'machine learning'
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OK
Oklahoma 2026 Regular Session
Senate Legislative Session Apr 30th, 2026 at 01:45 pm
Oklahoma Senate Floor Meeting
Transcript Highlights:
- Members, please activate your machines. Members, a quorum call has been requested.
- Please activate your machines upon entering the chamber. Members, a quorum call has been requested.
- Please activate your machines upon entry into the chamber.
- Please activate your machines upon entering the chamber. The Chair sees a quorum.
- I've learned in this job.
Bills:
HB1168
Keywords:
abortion, abortion-inducing drugs, medication abortion, mifepristone, misoprostol, methotrexate, pro-life, pro-choice, reproductive health, unborn child, trafficking, felony, contraception, pharmacist, pharmacy, Title 63, Oklahoma statutes, abortion pill, drug distribution, criminal penalty
KY
Kentucky 2025 Regular Session
House Standing Committee on Elections, Const. Amendments & Intergovernmental Affairs (2-6-25)
Transcript Highlights:
- at that conference uh you learned at that conference uh particularly<00:35:08.119>
not <00:35: - I encourage all of those interested in the process to visit our website at www.elect.ky.gov to learn
- <00:38:08.520>
ky.gov <00:38:09.520>to <00:38:09.640>learn <00:38:10.000> - more<00:38:10.319>
about www. elect. ky.gov to learn more about www. elect. ky.gov to learn - <00:53:58.040>
so attempting to tamper with a machine so attempting to tamper with a machine
Keywords:
Consideration of HB 27 00:04:20
Presentation by Secretary of State 00:10:44
Presentation by Karen Sellers and Jason Denny 00:35:56
Consideration of HB 45 00:55:36, 958, all
Summary:
The committee first handled House Bill 27, which would remove the prohibition on political yard signs in planned communities statewide while still allowing communities to regulate size, placement, and duration. The sponsor said the 2023 Planned Communities Act created an unintended consequence by treating similar homeowners differently based on grandfathering dates, and a legal explanation was offered that the bill would clarify the law and avoid constitutional problems. After discussion, the committee voted 15-0 to pass the bill with favorable expression.
The next item was an update from the Secretary of State on the 2024 election and implementation of House Bill 53, which created prompt post-election audits. He said the audits were carried out smoothly, most found no discrepancies, and no election winners changed, though he recommended adding a specific timeline to the law. He also discussed voter-roll maintenance, saying Kentucky has removed more than 440,000 ineligible voters since 2020, and argued that federal law and limited access to federal databases remain the main obstacles to faster cleanup.
Members asked about the possibility of improper removals, double voting across states, and how provisional voting works. The Secretary said anyone improperly removed can reregister, that any double-voting abuse is likely marginal but still unacceptable, and that provisional ballots are available when eligibility is in doubt and can be reviewed by the county board of elections. He also urged Congress to modernize the 1993 federal voter-registration law, improve access to death and citizenship data, and create a central interstate information-sharing system for election officials.
FL
Florida 2025 Regular Session
Transportation Feb 18th, 2025
Transcript Highlights:
- I OWN THREE OF THESE MACHINES. SOME OF THE TESTIMONY PREVIOUS IS ABOUT LOW-PROFILE.
- MY MACHINES HAVE A LARGER PROFILE THE MANY CARS ON THE ROAD TODAY.
- >> WELL, YOU HAVE DIFFERENT MACHINES OUT THERE SO A LOT OF PEOPLE DO DIFFERENT THINGS.
- THERE ARE DIFFERENT WAYS TO UTILIZE THESE MACHINES.
- LEARNING LABS, THIS IS A NEW CONCEPT.
FL
Florida 2025 Regular Session
April 10, 2025 - 09:00 AM
Transcript Highlights:
- You've got computers that are learning at a faster rate than humans can develop.
- So this AI, machine learning, large language models, et cetera, kind of befuddles me.
- I like to call them machines because I'm GenX guy, so I'm way before digital phones, etc.
- So this AI, machine learning, large. X guy, so I'm way before digital phones, et cetera.
- So this AI, machine learning, large language models, et cetera, kind of befuddles me.
Summary:
The Insurance and Banking Committee met with a quorum and heard three bills. HB 487 would authorize the CFO and State Board of Administration to invest up to 10% of certain state funds in Bitcoin, require specified custody methods, allow Bitcoin lending under rule, and create a process for accepting taxes and fees in Bitcoin. The sponsor and several proponents argued it would diversify state investments, hedge inflation, and position Florida as a leader in digital assets. Members raised concerns about volatility, security, valuation, and whether Bitcoin was being singled out over other cryptocurrencies, but the bill was reported favorably after debate and a roll call vote.
The committee then considered HB 7011, an Open Government Sunset Review measure for records of insolvent insurers. The bill would continue some exemptions but make additional records public, including underwriting files, risk-solvency assessments, corporate governance annual disclosures, and the names, benefits, and compensation of insurance executive officers. There was no public testimony, and members discussed privacy and safety concerns, but the bill passed and was reported favorably.
Finally, the committee heard HB 1433 on hurricane mitigation grants and insurer regulation. The bill would tighten restrictions on former executives of failed insurers, raise capital requirements for new insurers, and require mitigation credits when homeowners receive Safe Florida Home funds. An amendment was adopted to require a licensed person to make final claim-denial decisions when AI or automation is used and to prioritize filings that lower rates. Consumer advocates supported the transparency and consumer protections, while industry representatives urged caution on the AI provisions. After debate, the amended bill was reported favorably. The meeting ended with closing remarks from the ranking member, vice chair, and chair reflecting on the committee’s work and likely final meeting of the term.
NH
New Hampshire 2025 Regular Session
House Ways and Means (02/05/2025)
Transcript Highlights:
- and the historic horse racing machines and the historic horse racing machines that<03:24:22.359>
- <03:28:39.399>
around <03:28:39.960>right the machines around right the machines around - um the equivalent of of um slot machines um the equivalent of of um slot machines which<03:28:50.279
- like a slot machine.
- Class 3 devices are slot machines, and Class 3 devices are historic horse racing machines.
Summary:
The committee first held a public hearing and then an executive session on HB 650, a housekeeping-style bill from the Joint Committee on Dedicated Funds. Testimony explained that the bill would remove references to two already-repealed dedicated funds, split the state parks dedicated fund so Cannon Mountain winter activities would be tracked separately from the rest of the parks system, and place a $1 million cap on the robotics education fund so excess money would revert to the general fund. Supporters said the changes were mainly administrative but would improve accounting and avoid timing issues; committee members asked about a typographical error in the bill text and whether the measure was more than housekeeping. The committee later voted 16-0 to recommend HB 650 ought to pass, and then placed it on the consent calendar.
The committee also opened a public hearing on HB 585, which would revise the property tax exemption for religious organizations. Representative John Janigian, the sponsor, said the bill was intended to help small churches and other religious groups that own parsonages or worship buildings but no longer have a resident pastor, allowing them to rent space or use property for church purposes without losing the exemption so long as the money is used for church operations, maintenance, or outreach. He described his Salem church’s parsonage being taxed after it was no longer occupied by a pastor, and said the bill would prevent similar burdens on small congregations. Former Representative Betty Gay testified in support, describing prior assessor actions in Salem that taxed church land and buildings very aggressively, while a Municipal Association representative testified in opposition. Committee members raised questions about how terms such as “regularly recognized and constituted denomination” would be defined, whether the bill could be applied consistently to larger denominations with multiple parishes, and whether legislative research should review past treatment of similar cases.
TX
Bills:
SB 2, SB 5, SB 9, SB 7, SB 17, SB 4, HB4, HB1, HB3, HB20, HB22, SB9, SB7, SB17, SB4, HB4, SB2, SB5
Keywords:
disaster relief, flood preparedness, emergency funding, local government support, meteorological forecasting, school assessment, public education, accountability, transparency, education standards, STAAR, Texas Education Agency, TEA, public school accountability, school ratings, A-F ratings, assessment reform, student testing, benchmark tests, interim assessments
TX
Bills:
SB 2, SB 5, SB 9, SB 7, SB 17, SB 4, HB4, HB1, HB3, HB20, HB22, SB9, SB7, SB17, SB4, HB4, SB2, SB5
Keywords:
disaster relief, flood preparedness, emergency funding, local government support, meteorological forecasting, school assessment, public education, accountability, transparency, education standards, STAAR, Texas Education Agency, TEA, public school accountability, school ratings, A-F ratings, assessment reform, student testing, benchmark tests, interim assessments
TX
Bills:
SB 2, SB 5, SB 9, SB 7, SB 17, SB 4, HB4, HB1, HB3, HB20, HB22, SB9, SB7, SB17, SB4, HB4, SB2, SB5
Keywords:
disaster relief, flood preparedness, emergency funding, local government support, meteorological forecasting, school assessment, public education, accountability, transparency, education standards, STAAR, Texas Education Agency, TEA, public school accountability, school ratings, A-F ratings, assessment reform, student testing, benchmark tests, interim assessments
TX
Transcript Highlights:
- I think we need to learn from each other the lessons of our past, because if we don't, they will come
- I learned how to pronounce that correctly. the legislator from Massachusetts who gave rise to the word
- and the people in this chamber to know that when I pick up a house bill, I do my homework and I do learn
Bills:
SB 2, SB 5, SB 9, SB 7, SB 17, SB 4, HB4, HB1, HB3, HB20, HB22, SB9, SB7, SB17, SB4, HB4, SB2, SB5
Keywords:
disaster relief, flood preparedness, emergency funding, local government support, meteorological forecasting, school assessment, public education, accountability, transparency, education standards, STAAR, Texas Education Agency, TEA, public school accountability, school ratings, A-F ratings, assessment reform, student testing, benchmark tests, interim assessments
KY
Kentucky 2026 Regular Session
House Standing Committee on Veterans, Military Affairs, and Public Protection (2-24-26)
Veterans, Military Affairs, & Public Protection
Transcript Highlights:
- All it does is mirror the federal law with respect to these machine gun conversion devices.
- And it says you cannot knowingly possess a machine gun conversion device.
- With that, I'll turn it over to my chief, Chief Humphrey. these machine gun conversion devices. these
- machine gun conversion devices.
- <00:03:23.000>
Two machine gun conversion device. Two machine gun conversion device.
Summary:
The House Standing Committee on Veterans, Military Affairs, and Public Protection met with a quorum and considered one bill, House Bill 299. The bill, introduced by Rep. Jason Nemes with support from several law enforcement officials, would mirror federal law on machine gun conversion devices and make knowing possession of such devices a state offense so local law enforcement can enforce it without waiting for federal agents. Supporters said the measure would not criminalize conduct that is currently legal, would give police a practical tool to remove dangerous devices from the streets, and was backed by law enforcement groups and other organizations; the NRA was noted as neutral.
Chief Paul Humphrey and other police chiefs testified in support, describing the devices as a growing public safety problem and saying local officers currently lack authority to act unless federal authorities take the case. They argued the bill would help keep officers and communities safe and prevent weapons from being returned to the street. Rep. Roberts opposed the bill, questioning its constitutionality under Second Amendment precedent and arguing that criminals would likely shift to other devices. Rep. Wesley also voted no, citing Second Amendment concerns and his commitment to constituents, while several members explained yes votes as support for law enforcement and public safety.
The committee adopted a committee substitute and then voted on the bill. House Bill 299, as amended by the committee substitute, passed the committee with favorable expression and was reported to the House floor.
NH
Transcript Highlights:
- to helping others learn how to shine. to helping others learn how to shine.
- The median transaction at these machines The median transaction at these machines is<00:25:36.840
- Before you even approach the machine, there's a warning. The machines have an iPad on the front.
- Before you even approach the machine.
- machine, there's a warning. machine, there's a warning.
CO
Colorado 2026 Regular Session
Colorado House 2026 Legislative Day 028 Feb 11th, 2026
Colorado House Floor Meeting
Transcript Highlights:
- Sheel, please open the machine and members proceed to vote.
- Representative Soper, please close the machine.
- Sheel, please open the machine and members proceed to vote.
- Sheel, please open the machine and members proceed to vote.
- close the machine. close the machine.
Summary:
The House convened after a brief recess for Appropriations, approved the journal from February 9, 2026, and then moved to third readings. House Bill 1038, concerning county commissioner redistricting, drew opposition from Representative DeGraaf, who argued the bill was an unnecessary state intrusion and criticized its emphasis on diversity and representation. Despite that, the bill passed third reading 40-25. House Bill 1020, dealing with field drug tests in drug possession cases, passed unanimously 65-0.
House Bill 1040, concerning the sterilization rights of people with intellectual and developmental disabilities, prompted extensive debate. Supporters, including Representatives Bradley, Bottoms, Brooks, DeGraaf, and Garcia, said the bill strengthens consent protections, prevents forced sterilization, and addresses Colorado’s history of discriminatory sterilization laws. Several speakers also raised concerns about broader consistency in protecting minors and vulnerable people, and Representative Luck noted a related organ-transplant conforming amendment that he hoped the Senate would refine. The bill passed 65-0.
The final bill discussed was House Bill 1003, modifying the small business recovery and resiliency loan program. Representative DeGraaf opposed it, arguing it would extend government-backed loans and debt under vague hardship criteria, increase inflation, and amount to taxpayer-funded plunder. During that exchange, the chair cautioned him about name-calling after he referred to colleagues as “emo reps.” The transcript ends during continued debate on the bill, before any vote is shown.
MN
Minnesota 2025-2026 Regular Session
House Agriculture Finance and Policy Committee 3/2/26
Agriculture Finance and Policy
Transcript Highlights:
- Together, the experimental learning.
- >
and classroom, experimental learning, and classroom, experimental learning, and FFA<00:02:44.239 - printers, and packaging machines. printers, and packaging machines.
- It's a big learning process big deal.
- These machines are financial commitment.
Keywords:
agriculture, livestock, depredation, crop damage, wolf compensation, elk damage, state funding, agricultural protection, trespass, criminal penalties, farm equipment, agricultural land, 1183, house
Summary:
The committee first approved the minutes from the previous meeting and then heard from Minnesota FFA officers, who described FFA as a student-led agricultural education organization focused on leadership, personal growth, and career success. The students explained the three-part model of agricultural education, the size and reach of FFA in Minnesota, and upcoming events at the Capitol, including an agricultural policy experience conference and FFA Day at the Capitol. Members asked about FFA’s role in encouraging the next generation of farmers, the organization’s broader focus beyond farming to include wildlife and other natural resources careers, and the mix of rural, metro, and urban chapters. The students emphasized that FFA and agricultural educators help students discover career paths and that urban chapters are active and thriving alongside rural ones.
The committee then received a presentation from the Minnesota Department of Agriculture on the Agri program. The department described Agri as a legislature-created program that uses producer-payment funds to support roughly 15 grant and cost-share programs, including newer efforts such as Protect and Prepare. Testimony stressed transparency and fraud prevention: Agri is reimbursement-based, requires detailed documentation, conducts site visits on grants over $25,000, and has identified and stopped more than a dozen fraudulent applications in the past year. The department also noted a prior legislative auditor review of two larger Agri programs and said only about one-tenth of 1% of reviewed expenditures were recommended for recovery.
The department highlighted the Make It Minnesota cost-share program, which helps Minnesota food and agriculture companies attend national trade shows such as Natural Products Expo West. Testifiers then described how Agri has supported their businesses: Mark Schiller of Lon Liquor in Northfield said the program helped his microdistillery expand into milling organic flour and adding food service, while Pete Gangler of Snowpack Foods in Caledonia said Agri grants supported food safety improvements, processing capacity, and a new freezer warehouse project. The department said additional grantees would testify as well, and members asked whether the department’s fraud-prevention practices could be shared with other state agencies; staff said they already are being shared through interagency best-practice efforts.
NH
New Hampshire 2025 Regular Session
House Finance (03/31/2025)
Transcript Highlights:
- So each machine is making more money every day than a historic horse racing machine.
- : about 1,500 machines will be HHR machines, and 2,500 will be the new video lottery terminal machines
- : about 1,500 machines will be HHR machines, and 2,500 will be the new video lottery terminal machines
- >
HHR <04:55:13.798>machines <04:55:14.680>and 1,500 machines will be HHR machines - machines or there'll be new machines machines or there'll be new machines coming<04:55:25.320>
Summary:
The Finance Committee met to review Division One of a very large budget package, with the chair explaining that the budget was being analyzed in three divisions over multiple days. Members first discussed procedure, including when amendments and line-item votes would be taken, and agreed to proceed with the division’s presentation before questions. Representative Maguire then outlined the division’s approach as a series of tradeoffs to close a large budget gap, emphasizing cuts, some revenue changes, and a focus on overall spending levels as well as individual reductions.
The presentation covered a wide range of agencies and policy areas. Major proposed changes included cuts or eliminations to several boards and commissions viewed as costly or duplicative, such as the Housing Appeals Board, Board of Tax and Land Appeals, Human Rights Commission, Commission on Aging, Office of the Child Advocate, and the Personnel Appeals Board, with some functions consolidated into other boards. The division also proposed back-of-the-budget cuts to the Information Technology Department, Judicial Branch, Justice Department, Retirement System, Corrections, and Environmental Services, along with fee increases in several areas. Other notable items included ending marketing for Paid Family Leave, reducing job advertising and tourism promotion, defunding the Arts Council, moving liquor enforcement functions out of the Liquor Commission, and shifting some funds such as the College Savings Commission money to Division Two.
Several members questioned specific cuts, especially the elimination of the Council on Aging, the reduction in regional planning commission grants, and the large cut to tourism advertising. Maguire defended the choices as necessary budget tradeoffs, arguing that some programs duplicated work done elsewhere, that regional planning grants were not among the most essential items, and that tourism promotion was a form of spending he viewed skeptically. He also explained that the public defender’s budget was partially restored after a credible claim of a governor’s budget error, and that the committee would continue refining corrections-related cuts because the House was only halfway through the budget process and further changes could still occur in the Senate and conference committee.
CO
Colorado 2026 Regular Session
Colorado House 2026 Legislative Day 101 Apr 24th, 2026
Colorado House Floor Meeting
Transcript Highlights:
- Please close the machine.
- Please close the machine. Please close the machine.
- machine and members proceed to vote. machine and members proceed to vote.
- Please close the machine. Please close the machine.
- the machine.
Summary:
The House convened with a quorum, approved the journal from April 23, and then moved through announcements and recognitions before taking up third-reading business. Members recognized a guest connected to the Mason Museum and Learning Center in Aurora, honored the family of a bicyclist killed in a 2021 hit-and-run, and heard reminders about open enrollment and an upcoming Auctioneer Day fundraiser for nonpartisan staff. The chamber also welcomed guests from Concerned Women for America and celebrated a pair of birthdays with the capital choir.
On legislation, Senate Bill 95, concerning measures to support victim survivors of certain crimes without changing substantive criminal offenses, passed third reading 58-0 with five excused. House Bill 1132, which would increase pollinator habitats through conservation of native plant materials on state lands, passed 43-18 with four excused. House Bill 1130, requiring baby diaper changing stations in public restrooms, drew extensive debate: supporters said it would improve accessibility for parents and that small businesses were exempted or given flexibility, while opponents argued it was an unfunded mandate that would burden small businesses, raise installation and liability costs, and create safety and maintenance concerns. The bill ultimately passed 35-28 with two excused.
The chamber also passed Senate Bill 136, requiring reporting of missing livestock to the Department of Agriculture, by a vote of 63-0 with two excused, and House Bill 1287, continuing certain Division of Real Estate regulatory functions under the sunset process, by a vote of 49-14 with two excused. Senate Bill 43 was laid over until Monday. At the end of the excerpt, the House began receiving committee reports from Appropriations, listing several bills recommended for referral onward.
FL
Florida 2025 Regular Session
December 2, 2025 - 03:30 PM
Transcript Highlights:
- You can charge it whenever you learn of it decades later.
- And the statute of limitations for the failure to report had expired by the time the state attorney learned
- So the machine does that, but as the machine is doing that, and you can only do one phone at a time.
- So as this information is attempting to be extracted, they have to make changes in those machine settings
- By the way, those Cellebrite and those GrayKey machines run anywhere from $75,000 to $100,000 apiece.
Summary:
The Criminal Justice Subcommittee considered four bills and reported all of them favorably. HB 373, by Rep. Duggins, tolls the statute of limitations for the offense of knowingly and willfully failing to report suspected child abuse until law enforcement or another outside agency learns of the violation. Members raised concerns about fairness if the underlying abuse is time-barred while the reporter still faces prosecution, and the sponsor said he would discuss possible changes with his state attorney, but the bill was not amended and passed 13-0.
HB 359, by Rep. Anderson, extends the deadline for forensic examination of seized computers and electronic devices from 45 days to 365 days. Supporters from the Florida Prosecutors Association and state attorneys said modern devices are difficult and time-consuming to unlock and analyze, creating repeated requests to extend search deadlines and slowing investigations in cases involving child exploitation, homicide, and other crimes. The bill passed 13-0.
HB 703, by Rep. Gentry, preserves a public records exemption for information generated by a state attorney’s conviction integrity unit during reinvestigation of a claim of innocence, with supporters saying disclosure could reveal sensitive information such as alternate suspects, witnesses, or evidence and compromise the review. It passed 12-0. HB 4001, by Rep. Tant, caps inmate health care compensation in Jefferson County at 110% of the Medicare reimbursement rate to encourage preexisting provider contracts and prevent overbilling; it also passed 13-0. The committee then adjourned.
KY
Kentucky 2026 Regular Session
House Legislative Session Day 51 (3-20-26)
Kentucky House Floor Meeting
Transcript Highlights:
- disgruntled with judges, we learn to respect the institution and we ultimately learn to respect the
- 50.639>
that <02:03:51.520>although learned practicing law that although learned practicing - roll call machine. Those opposed, nay. roll call machine. Those opposed, nay.
- roll call machine. Those opposed, nay. roll call machine. Those opposed, nay.
- roll call machine. Those opposed, nay. roll call machine. Those opposed, nay.
NH
Transcript Highlights:
- She spent the first few months learning one of the charges that I gave to her was to go out and talk
- The secretary's office must share the machines it has with cities and towns for the first six months
- , they could potentially use the accessible voting ImageCast machine or the VotingWorks machine.
- Using the accessible voting ImageCast machine or the VotingWorks machine, and using the same machine
- accessible voting machines accessible voting machines representative<02:21:18.399>
weary <
MN
Transcript Highlights:
- Um, I've learned from Mr.
- required public testing of equipment and renting of the machines.
- required public testing of equipment and renting of the machines.
- required public testing of equipment and renting of the machines.
- act it required special voting machines act it required special voting machines like<00:14:48.320
WY
Wyoming 2026 Regular Session
Senate Minerals, Business & Economic Development Committee, February 25, 2026
Minerals, Business & Economic Development
Transcript Highlights:
- Um, in Gillette, our police officers went and put up warning signs on these machines, and the machine
- Um, in Gillette, our police officers went and put up warning signs on these machines, and the machine
- Um, in Gillette, our police officers went and put up warning signs on these machines, and the machine
- made through Athena machines were scams. made through Athena machines were scams.
- machine, I bet. machine, I bet. >> Yeah,<00:48:10.000>
Mr.