Video & Transcript Research : 'machine learning'
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MN
Minnesota 2025-2026 Regular Session
Committee on Judiciary and Public Safety - Part 1 - 03/19/26
Judiciary and Public Safety
Transcript Highlights:
- <00:21:16.880>
the <00:21:17.039>hard <00:21:17.280>lessons <00:21:17.600>learned - formed after the hard lessons learned formed after the hard lessons learned from<00:21:17.919>
- I've used the Google machine based on the revisor's office.
- I've used the Google machine based on the revisor's office.
- I've used the Google machine based on the revisor's office.
MN
Minnesota 2025-2026 Regular Session
House Commerce Finance and Policy Committee 3/25/26
Commerce Finance and Policy
Transcript Highlights:
- Minnesota are given what they need in order to sit in little fish tanks of germs surrounded by adorable learning
- Instead of banning our machines, we ask this committee to consider consumer protections that would stop
- Instead of banning our machines, we ask this committee to consider consumer protections that would stop
Bills:
HF3794, HF4472, HF4410, HF4347, HF4412, HF4398, HF4397, HF4201, HF4199, HF4203, HF3706, HF4071, HF4120, HF4175, HF4188
Keywords:
surveillance, price discrimination, wage discrimination, automated decision systems, consumer protections, data privacy, biometrics, school district health insurance, charter school health benefits, employee benefits, public sector health insurance, health insurance survey, Legislative Budget Office, LBO report, premium costs, retiree coverage, broker commissions, third-party administrator, health plan transparency, health reimbursement arrangement
NH
New Hampshire 2025 Regular Session
House Education Policy and Administration (01/22/2025)
Transcript Highlights:
- <00:37:50.920>
I'd subjecting them to remote learning I'd subjecting them to remote learning - <00:38:09.839>
for home and put them on remote learning for home and put them on remote learning - institution of higher education learning institution of higher education learning uh<01:37:26.520
- vendors parents were shocked to learned vendors parents were shocked to learned that<03:53:38.880
- <05:09:11.440>
without will have the freedom to learn without will have the freedom to learn
Summary:
The House Education Policy and Administration Committee heard testimony on House Bill 71, which would bar public elementary and secondary schools and higher education facilities from being used as shelters for certain non-citizens, with a stated exception for short-term emergency sheltering of up to 72 hours and for community-wide emergency use. Prime sponsor Rep. Juliet Harvey-Bolia said the bill was modeled on federal and out-of-state proposals and was prompted by examples in New York and Massachusetts where schools or other facilities were used as shelters, causing disruption. She argued the bill does not truly “ban” anything, but instead places a condition on receipt of state funds, and said the fiscal note’s projected loss of federal funding was unsupported and should have been described as undeterminable.
Committee members questioned the bill’s scope and practical effects, including whether it would apply to vacant school-owned buildings, schools used during summer, charter schools, and situations where other states send people without advance notice. Harvey-Bolia said vacant buildings not functioning as schools would not be covered, and that the bill would still allow short-term emergency sheltering and community-wide use during weather events. She also said the bill would not prevent remote learning, and that its purpose was to avoid displacing students. Several members pressed her on the fiscal note and whether any federal or state program would actually be at risk; she said she found no evidence that funding would be lost and that DHHS had not identified a real threat.
A witness from the New Hampshire Association of School Administrators, Jerry FW, raised practical concerns about who would determine eligibility at a shelter site, how the 72-hour limit would be enforced, and whether the bill would apply to charter schools. He also noted that remote learning is no longer an option in New Hampshire, making one of the bill’s stated concerns less relevant. The discussion also included clarification of the terms “refugee” and “asylum seeker,” with members and the sponsor debating the distinction and whether refugees are vetted. No vote or final committee action was taken in the portion of the meeting provided.
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Environment and Natural Resources Jun 21st, 2026 at 01:00 pm
Joint Committee on Environment and Natural Resources
Transcript Highlights:
- with culverts, because culverts—well, not very many people know a lot about culverts, but I have learned
- I'm wondering if you considered salt marsh sequestration, which is one of those things that I've learned
- As a nation, we need to learn from the lessons of the recent devastating flash flood tragedy in Texas
- All they do is pull out the plastic bags that get stuck in the mechanisms of the sorting machines.
- How is how you learn. Um, yeah, how you're doing? This is where you should put it.
Summary:
The hearing focused on the Healey-Driscoll administration’s Mass Ready Act, a $3 billion environmental bond bill. Administration officials said the bill would fund climate resilience, clean water, land conservation, parks, PFAS remediation, food security infrastructure, and coastal and inland flood protection, while also streamlining permitting for housing, restoration, and other resilience projects. They emphasized that the bond authorizes spending but does not itself obligate it, and said the proposal includes deauthorizations as housekeeping. Committee members asked about the new Resilience Revolving Fund, flood and drought management, MVP funding, land acquisition, Chapter 61 right-of-first-refusal changes, salt marsh carbon sequestration, and how the bill would help smaller municipalities and offset expected federal funding losses. Officials said the revolving fund would be managed through EEA and the Clean Water Trust, with criteria aimed at directing aid to communities most in need, and noted that drought issues would continue to be handled through existing DEP and drought commission tools.
Several committee members and witnesses discussed specific policy provisions, including flood disclosure requirements for homebuyers and renters, expanded authority for regional planning and small-town access to grants, and permitting reforms that would exempt or expedite certain environmental restoration and priority housing projects from more time-consuming review processes. Administration witnesses defended the reforms as a way to achieve the same environmental outcomes faster and with more certainty, while some advocates argued the bill should go further, especially on Chapter 91 and restoration permitting. The administration also described investments in DCR facilities, water and wastewater systems, open space, agricultural easements, and a new focus on blue carbon and salt marsh restoration.
Public testimony largely supported the bill. Mass Audubon, the Trustees of Reservations, the Environmental League of Massachusetts, The Nature Conservancy, MAPC, the Massachusetts Municipal Association, municipal officials, and others praised the bill’s resilience, conservation, and water infrastructure investments. Some witnesses urged additional funding for land protection, coastal resilience, buyouts, and restoration, and several called for stronger or simpler permitting reforms. Municipal witnesses from Boston, Beckett, Beverly, Conway, and regional planning organizations stressed the need for flexible financing, especially for small and rural communities facing costly infrastructure and climate adaptation projects. No votes were taken during the portion of the hearing provided; the committee heard testimony and asked questions before moving on to additional panels.
TX
Transcript Highlights:
- We learned primarily about potential violations from ERCOT, as you just heard, although we have initiated
- We learned primarily about potential violations from ERCOT, as you just heard, although we have initiated
- It was a lesson learned from how we implemented the original LISPA statute with our marketplace.
- And so the focus needs to be, as Marks mentioned, not so much on where a particular machine comes from
- You're learning information and therefore more money is due, less of it is refundable as you're staying
MN
Minnesota 2025-2026 Regular Session
House Energy Finance and Policy Committee 2/25/25
Energy Finance and Policy
Transcript Highlights:
- It was staggering when I first started learning about this, how much waste, unusable material—I won't
- It was staggering when I first started learning about this, how much waste, unusable material—I won't
- It was staggering when I first started learning about this, how much waste, unusable material—I won't
- It was staggering when I first started learning about this, how much waste, unusable material—I won't
- It was staggering when I first started learning about this, how much waste, unusable material—I won't
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Thursday, February 13, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- The top-notch apprenticeship programs at Santiago Canyon are helping students of all backgrounds learn
- The top-notch apprenticeship programs at Santiago Canyon are helping students of all backgrounds learn
- defense contracts and we learned defense contracts and we learned yesterday<00:27:41.159>
$400 - of leap in my DC office where I learned of leap in my DC office where I learned more<02:02:15.199
- I learned from the last time I engaged in this impeachment process of the value of deterrence.
NH
New Hampshire 2026 Regular Session
House Criminal Justice and Public Safety (01/22/2026)
Criminal Justice and Public Safety
Transcript Highlights:
- And we recently learned from um the federal homeland secretary and from after the tragic incident in
- And we recently learned from um drive.
- And we recently learned from um the<00:35:27.040>
federal <00:35:28.160>homeland <00:35: - I had once believed that my experience was unique, but now I've learned that I'm not alone.
- <01:43:42.480>
that was unique, but now I've learned that was unique, but now I've learned
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Mental Health, Substance Use and Recovery Jun 21st, 2026 at 11:00 am
Joint Committee on Mental Health, Substance Use and Recovery
Transcript Highlights:
- Since then, we have learned much about substance use disorder.
- If there's laundry there, in Rhode Island, they got wash machines, they got dryers, they got showers.
- And we should take the lessons that they've learned there and use And we should take the lessons that
- they've learned there and use it within our own infrastructure here.
- So you have to learn the difference between is this person sleeping or are they dying.
Summary:
The Joint Committee on Mental Health, Substance Use, and Recovery held a public hearing on several harm reduction bills, including measures to decriminalize simple possession and paraphernalia, authorize overdose prevention centers, and expand access to naloxone for first responders. Chair Mindy Domb and Senator John Velis opened by describing harm reduction as an evidence-based public health strategy and noting Massachusetts’ recent decline in fatal overdoses. They emphasized that testimony would help shape whether and how the bills advance, and explained the hearing process, including time limits and written testimony.
Testimony was sharply divided. Supporters, including Rep. Kate Donaghue, Sen. Cindy Friedman, Rep. Marjorie Decker, Rep. Manny Cruz, public health professionals, recovery advocates, and people with lived experience, argued that harm reduction saves lives, reduces stigma, and can connect people to treatment. They supported overdose prevention centers and decriminalization as tools to keep people alive long enough to enter recovery, and several speakers described personal losses to overdose or family experiences with addiction. Some supporters also framed the bills as racial justice measures, arguing that criminal penalties for possession have disproportionately harmed Black and brown communities.
Opponents, including Sen. Nick Collins and several South End residents, argued that overdose prevention centers and decriminalization would worsen public drug use, crime, and neighborhood disorder, especially around Mass and Cass. They said current approaches such as Section 35, diversion, and police leverage into treatment are more effective, and they urged more treatment beds and recovery facilities instead of harm reduction sites. Committee members questioned witnesses about research, local siting, crime data, and the relationship between harm reduction and treatment, and several members said neighborhood impacts must be considered alongside overdose prevention. The committee did not take a vote during the hearing; it continued receiving testimony and announced a later break before resuming on H. 2196 and S. 1393.
HI
Hawaii 2026 Regular Session
CPC Public Hearing - Tue Feb 3, 2026 @ 2:00PM HST
Consumer Protection & Commerce
Transcript Highlights:
- Picture sitting in a hospital room surrounded by machines, wondering if the life you knew ended.
- I’ve learned how to walk again, use my body again. My injuries are visible, but the trauma is not.
- I’ve learned how to walk again, use my body again. My injuries are visible, but the trauma is not.
- I’ve learned how to walk again, use my body again. My injuries are visible, but the trauma is not.
- I’ve learned how to walk again, use my body again. My injuries are visible, but the trauma is not.
Keywords:
liquor tax, alcohol, inflation adjustment, small craft breweries, public health, tenant rights, housing stability, landlord-tenant code, eviction prevention, multilingual resources, condominium, dispute resolution, mediation, arbitration, attorneys' fees, common expenses, construction defects, building code, statute of repose, statute of limitations
Summary:
The committee heard testimony on HB 1991, which would change Hawaii’s liquor excise tax structure to an ABV-based system. The Department of Taxation and the Tax Foundation of Hawaii took no position and stood on written comments. Supporters, including the Hawaii Public Health Institute and an individual testifier who described surviving a drunk-driving crash, argued that higher alcohol taxes reduce alcohol-related harms, save lives, and generate additional state revenue. The public health witness cited alcohol-related harms as a major preventable cause of death and said the tax increase would have only a small annual cost for most consumers.
Most industry testimony was in opposition. Representatives of Lanikai Brewing Company, Maui Brewing Company, the Wine Institute, and the Hawaii Food Industry Association said the bill would sharply raise taxes on beer and wine, squeeze already thin margins, and threaten local jobs and businesses. They argued Hawaii producers already face high costs for labor, energy, shipping, and compliance, and said an ABV-based tax would be difficult to administer, would require additional testing and labeling work, and could reduce consumer choice. Several industry witnesses urged lawmakers to instead adopt a small-producer or class 18 carveout, with one suggesting a cap tied to 60,000 barrels.
Committee members questioned the brewers about alcohol content testing, labeling, and whether smaller producers already measure ABV. Witnesses said many local producers do not certify ABV for in-state sales, that yeast and fermentation can vary by batch, and that an ABV-based system could require more testing than current practice. No vote or final action on the bill was taken during the portion of the meeting provided.
MO
Missouri 2026 Regular Session
2026 Legislative Session - Day Sixty Three - Tuesday, May 5th
Missouri House Floor Meeting
AZ
KY
Kentucky 2026 Regular Session
House Standing Committee on Elections, Constitutional Amend. and Intergovernmental Affairs (2-19-26)
Transcript Highlights:
- forever, of course—so over the years, secretaries of state have come requesting funding for new voting machines
Summary:
The House Elections, Constitutional Amendments, and Intergovernmental Affairs Committee met to consider House Bill 534, sponsored by Rep. DJ Johnson, with a committee substitute. Johnson said the bill was the product of interim work with the Secretary of State’s office, the State Board of Elections, county clerks, KREF, and other stakeholders, and that the committee substitute folded in several election-administration changes. He highlighted provisions clarifying the timeline for felony voter-roll removals, allowing the Board of Elections to work with federal agencies to identify non-citizens on the voter rolls, creating a process for those individuals to prove citizenship and vote provisionally, and changing some KREF board appointments. He also described technical campaign-finance changes and said some provisions might still be adjusted through floor amendments.
Members raised concerns about fiscal impact, timing, and voter privacy. Rep. Bivens questioned the cost and whether the bill could affect voter records; Johnson responded that the bill itself did not require new equipment or broad new spending, though a special election in a local government failure scenario could create costs. Rep. Hancock and Rep. Marzian argued the bill could create unnecessary burdens on county clerks and questioned whether there was a demonstrated problem to justify the changes. The county clerks’ association, through Rockcastle County Clerk Danetta Ford Allen, opposed the bill as introduced, warning that citizenship checks could wrongly remove eligible voters, that online ballot images or cast vote records could threaten voter privacy and facilitate vote buying, and that the emergency clause would force major changes too close to the May primary.
Johnson defended the bill as a targeted response to a real local election failure and said the citizenship data sharing would be limited to name, date of birth, and Social Security number. He also explained that the ballot-image language was permissive and intended to let counties explore emerging technology, but he was open to removing that section or changing the effective date in a floor amendment. He further said he would consider preserving gubernatorial appointments to KREF with Senate oversight instead of shifting appointments to legislative leaders. After discussion, the committee voted 9-2 with one pass to report the bill out, with several members explaining yes votes as support for moving the bill forward while expecting further cleanup, and no votes citing cost, timing, and voter-access concerns.
US
US Federal 2025-2026 Regular Session
Business meeting to consider the nomination of Reed Rubinstein, of Maryland, to be Legal Adviser of the Department of State; to be immediately followed by a hearing to examine the nominations of David Perdue, of Georgia, to be Ambassador to the Peopl Apr 3rd, 2025 at 09:30 am
Foreign Relations Committee
Transcript Highlights:
- And in Ukraine, China and North Korea have been actively supporting Putin's war machine.
Keywords:
committee meeting, bill discussions, nomination, David Perdue, Monica Crawley, U.S.-China relations, foreign policy
Summary:
The meeting of the committee was marked by significant discussions regarding various bills, including HB22 and SB5. A notable moment was the introduction of nominees Senator David Perdue and Ms. Monica Crawley, which led to discussions on the implications of their roles, particularly in relation to U.S.-China relations and foreign policy. Members exchanged views on the nominees' qualifications, emphasizing the importance of leadership in foreign diplomacy. Additionally, the committee heard testimonies from several witnesses both supporting and opposing certain bills, showcasing the diverse perspectives present.
FL
Florida 2025 Regular Session
Ethics and Elections Feb 4th, 2025
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Ways and Means Jun 21st, 2026 at 11:00 am
Joint Committee on Ways and Means
Transcript Highlights:
- This includes a language learning disability program and an intensive learning needs program.
- With fewer teachers, less learning will happen.
- Some have learning disabilities.
- What happens through my courses that I teach is that students learn the math, and they learn that they
- Billy was able to learn how to read and write.
Summary:
The Joint Ways and Means Committee held its final public hearing on the FY26 state budget, with chairs and members emphasizing that public testimony would help shape the budget and asking speakers to keep remarks brief. Committee leaders introduced members, explained the hearing process, and repeatedly thanked residents, students, and advocates for participating. No votes were taken during the hearing.
Testimony focused heavily on education funding and the Chapter 70 formula. Students from Amherst, Northampton, Gateway Regional, Chester Elementary, and other districts described budget-driven cuts to electives, special education supports, paraprofessionals, counselors, transportation, and building maintenance. They urged higher Chapter 70 aid, increased minimum aid, rural school aid, and a reopening or restructuring of the funding formula, arguing that current formulas leave many districts unable to meet student needs and force local layoffs and overrides.
Other speakers urged funding or protection for a range of programs and facilities, including the Louis D. Brown Peace Institute for homicide survivor services, the Museum of African American History, the Massachusetts Commission for the Deaf and Hard of Hearing and CART/interpreter services, the Access to Counsel housing legal aid program, the Department of Mental Health and Pocasset Mental Health Center, and Pappas Rehabilitation Hospital for Children. One speaker opposed offshore wind-related spending and urged a reset of the state’s energy approach, while another advocated ending the aircraft sales tax exemption. Committee members responded sympathetically to many speakers, asked a few follow-up questions, and several expressed support for maintaining or expanding the programs discussed.
HI
Hawaii 2026 Regular Session
House Chamber - Fri Mar 6, 2026, 12:00PM HST - Day 24
Hawaii House Floor Meeting
Transcript Highlights:
- Those are the kinds of kids we're trying to feed so that your kid can learn.
- Those are the kinds of kids we're trying to feed so that your kid can learn.
- Those are the kinds of kids we're trying to feed so that your kid can learn.
- Those are the kinds of kids we're trying to feed so that your kid can learn.
- Thank you. policy prescription improve learning policy prescription improve learning outcomes?
Bills:
HB2117, HB2155, HB1832, HB1601, HB2297, HB2397, HB1893, HB2533, HB1890, HB2004, HB1810, HB2323, HB1691, HB1671, HB2619, HB1481, HB2314, HB2319, HB2214, HB2488, HB2009, HB2007, HB1964, HB2218, HB1535, HB1977, HB2054, HB2046, HB146, HB2094, HB2181, HB2515, HB2444, HB2385, HB1724, HB1733, HB2416, HB2001, HB1603, HB1753, HB2140, HB1962, HB1963, HB2096, HB1959, HB1960, HB2293, HB2288, HB1752, HB1573, HB469, HB2091, HB1851, HB1688, HB1696, HB2417, HB2375, HB2333, HB2152, HB1881, HB2395, HB1721, HB1921, HB1730, HB1697, HB1824, HB2282, HB2078, HB2321, HB2279, HB1522, HB2097, HB2433, HB2106, HB2274, HB2452, HB1764, HB2438, HB1860, HB2604, HB2118, HB2017, HB2216, HB1934, HB2454, HB2427, HB2207, HB1840, HB1644, HB1645, HB1946, HB1648, HB2324, HB1509, HB1514, HB1515, HB2164, HB2165, HB2283, HB2386
Keywords:
arts education, data mapping, task force, creative economy, cultural preservation, workforce development, geographic information systems, agriculture, data collection, statistical program, sustainable practices, Hawaii, aquaculture, biosecurity, food security, sustainable seafood, regulatory framework, interagency coordination, environmental stewardship, invasive species
NM
New Mexico 2026 Regular Session
House - Chamber Meeting Feb 18th, 2026 at 11:38 am
New Mexico House Floor Meeting
Bills:
HB145, SB37, HB279, HB292, SB35, SB48, SB20, SJR1, SB38, SB41, SB73, SB100, SB111, SB132, SB152, SJR7, HJM1, HM7, HM17, HM4, HM22, HM23, HM24, HM26, HM2, HM16, HM32, HM13, HM47, HM20, HM51, HM1, HM31, HM35, HM36, HM46, HM53, HM54, HM39, HM29, HM43, HM59, HM30, HM52, HM11, HM14, HM21, HM34, HM50, HB2, HB70, HB180, SB151, SB240, SB273, HB95, HB247, HB332, HB8, HB253, HB4, HB96
Keywords:
high-wage jobs, tax credit, job creation, New Mexico, economic development, high-quality literacy instruction, science of reading, structured literacy, reading instruction, literacy assessment, dyslexia screening, phonics, phonemic awareness, fluency, vocabulary, comprehension, biliteracy, English language learner, ELL, bilingual education
NM
New Mexico 2026 Regular Session
House - Chamber Meeting Feb 12th, 2026 at 04:58 pm
New Mexico House Floor Meeting
Bills:
HB111, HB108, HB145, HB164, HB291, HJR6, HR1, HB63, HB64, HB165, HB184, HB200, HB4, HB7, HB20, HB65, HB66, HB80, HB88, HB96, HB166, HB285, HB295, HB306, SB29, SB37, HJM2, HJM3, HJM1, HM7, HM17, HM4, HM22, HM23, HM24, HM26, HM2, HM16, HM32, HM13, HM47, HM20, HM51, HM1, HM31, HM35, HM36, HM46, HM53, HM54, HM11, HM14, HM21, HM34, HM50
Keywords:
water law, state engineer, civil penalty, compliance order, water rights, overdiversion, illegal diversion, groundwater storage and recovery, well license, permit violation, water enforcement, New Mexico water code, irrigation district, conservancy district, water diversion, unauthorized water sales, measuring device, district court appeal, water resources, water compliance
NM
New Mexico 2026 Regular Session
House - Chamber Meeting Part 2 Feb 12th, 2026 at 12:58 pm
New Mexico House Floor Meeting
Transcript Highlights:
- I've learned a lot from you. I think I'm going to continue to learn from you.
- And I just want to say, I've learned that from you in many ways, and I will continue to learn.
- And I just want to say, I've learned that from you in many ways, and I will continue to learn.
- And so learning that we have a lot in common mostly what we have in common is sharing. learning that
- I’ve learned so much from all of you on both sides of the aisle, and I’ve learned so much from the constituents
Bills:
HB111, HB108, HB145, HB164, HB291, HJR6, HR1, HB63, HB64, HB165, HB184, HB200, HB4, HB7, HB20, HB65, HB66, HB80, HB88, HB96, HB166, HB285, HB295, HB306, SB29, SB37, HJM2, HJM3, HJM1, HM7, HM17, HM4, HM22, HM23, HM24, HM26, HM2, HM16, HM32, HM13, HM47, HM20, HM51, HM1, HM31, HM35, HM36, HM46, HM53, HM54, HM11, HM14, HM21, HM34, HM50
Keywords:
water law, state engineer, civil penalty, compliance order, water rights, overdiversion, illegal diversion, groundwater storage and recovery, well license, permit violation, water enforcement, New Mexico water code, irrigation district, conservancy district, water diversion, unauthorized water sales, measuring device, district court appeal, water resources, water compliance