Video & Transcript Research : 'algorithmic feeds'
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MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Health Care Financing Jun 21st, 2026 at 11:00 am
Joint Committee on Health Care Financing
Transcript Highlights:
- Their algorithms to process claims and utilization review are proprietary.
Summary:
The Joint Committee on Health Care Financing held a public hearing on a broad set of health care bills focused on cost, market oversight, pharmaceutical access, transparency, hospital closures, and pharmacy access. Chairs John Lawn and Cindy Friedman opened by emphasizing recent health care reforms and the need for further action on the drug supply chain, PBMs, private equity, and affordability. The committee heard testimony on several measures, including a Betsy Lehman Center bill to make technical changes and create a permanent trust account for federal and private funding, and bills on hospital profits and fairness, hospital closures and health planning, pharmacy deserts, and health care market oversight and pharmaceutical access. No votes were taken during the hearing.
On the hospital profits bill, physicians and labor advocates strongly supported capping hospital CEO compensation at 50 times the lowest-paid worker, requiring greater financial transparency, and directing penalties from high-margin public hospitals into a Medicaid reimbursement fund. Testifiers argued that executive pay is excessive while frontline staff and safety-net services are under strain. Committee members raised concerns about unintended consequences, including whether hospitals might shift workers to contract status or lose executive talent, and whether the bill would actually direct money to the safety net. Supporters responded that the measure is one piece of a larger effort and that the bill’s Medicaid reimbursement provisions would help underserved hospitals.
Testimony on market oversight and pharmaceutical access centered on rising health care and drug costs, PBM practices, and the proposal to give the Health Policy Commission authority to set upper payment limits for certain drugs. Consumer advocates, disability advocates, an independent pharmacist, the Attorney General’s office, and others supported stronger oversight, citing premium increases, affordability problems, and the impact of high drug prices on patients and community pharmacies. Pharma and some industry witnesses opposed parts of the bill, warning that upper payment limits could disrupt access, create legal issues, and fail to address the broader supply chain. The committee also heard support for stronger hospital closure notice and public hearing requirements, and for a pharmacy deserts bill aimed at identifying and addressing closures like the one in Roxbury that affected thousands of patients.
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on State Administration and Regulatory Oversight Jun 21st, 2026 at 10:30 am
Joint Committee on State Administration and Regulatory Oversight
Transcript Highlights:
- And one of my research interests, being supported by LBCA, is the development of AI algorithms to help
Summary:
The committee first heard testimony on a proposed Massachusetts baby bonds program, including H. 3429, S. 2146, and the Treasurer’s related bill H. 48. Treasurer Goldberg and a broad coalition of advocates, researchers, health professionals, and people with lived experience said the program would create trust accounts for children born into low-income families or in DCF custody, with funds available at age 18 for education, homeownership, business startup, or other long-term asset-building uses. Supporters argued the program would help close the racial wealth gap, improve economic mobility, and not affect eligibility for financial aid or public benefits. Committee members asked about administration, investment returns, eligibility, and withdrawal rules; the Treasurer said the accounts would be held in trust and managed by her office with an advisory board, with funds accessible at 18 and usable through age 35 if the beneficiary remains a Massachusetts resident. No vote was taken during the testimony shown.
The committee also heard testimony on legislation establishing Lobular Breast Cancer Awareness Day, including S. 2666 and H. 4625. Senator Ross, Representative Badger, physicians, survivors, and advocates described invasive lobular carcinoma as difficult to detect because it often grows in lines rather than forming a lump, can be missed on mammography, and is underfunded and underrepresented in research and clinical trials. Witnesses said the bill would codify an annual October 15 proclamation to raise awareness, improve diagnosis, and encourage more targeted research and treatment. Committee members asked why the disease is so hard to detect, and medical witnesses explained the imaging challenges and the lack of lobular-specific protocols. The witnesses urged favorable reports.
The committee then took testimony on H. 4648, a bill concerning the purchase or lease of Fenn Farm in Stockbridge by the Stockbridge-Munsee community. Representative Davis, the Stockbridge Land Trust president, and the tribal president testified that the bill would remove a conservation restriction tied to a state MVP grant so the tribe could manage the land without a restriction that they said would conflict with tribal sovereignty and Indigenous stewardship practices. They said the parcel is a sacred site connected to Monument Mountain and that the restriction is unnecessary because the land is already surrounded by conserved property. The witnesses asked for favorable action on the bill.
Finally, the committee heard testimony on H. 3416, a resolution urging Congress to create a national infrastructure bank. Representative Senna and several advocates argued that an off-budget infrastructure bank could finance major repairs and upgrades to roads, bridges, rail, water systems, broadband, and housing without adding to the state budget, while creating jobs and supporting economic growth. Witnesses cited historical precedents for national infrastructure banks and said Massachusetts could benefit substantially from such a program. The transcript shown does not include a committee vote or final action on the resolution.
LA
NM
New Mexico 2025 Regular Session
IC - Science, Technology and Telecommunications Nov 12th, 2025
Science, Technology & Telecommunications Committee
Transcript Highlights:
- You know, the algorithms that are used that go into those and some of the design principles by the The
TX
Transcript Highlights:
- I do not even know how to write an algorithm to do that, unless I'm using the property tax levy to split
Bills:
SB9
Keywords:
property tax, ad valorem tax, voter-approval tax rate, no-new-revenue tax rate, tax rate calculation, Tax Code, local government finance, municipality, county, special taxing unit, sales and use tax, property tax cap, tax rollback, tax levy, maintenance and operations, debt rate, disaster relief rate, Texas Legislature, local taxing unit
Summary:
The Senate Committee on Local Government met to hear Senate Bill 9, which would lower the voter-approval tax rate for certain local taxing units from 3.5% to 2.5%. Sen. Bettencourt, the bill author, argued the change would continue the state’s property tax reforms begun in 2019, slow local levy growth, and give voters more say over larger tax increases. He and supporters cited data showing property tax levies have grown faster than population plus inflation, and said the bill would help protect taxpayers while preserving the state’s broader investments in school tax relief, water, rural law enforcement, and ambulance funding.
Supporters included the Texas Taxpayers and Research Association, the Texas Association of Business, the Texas Public Policy Foundation, and the Texas Association of Manufacturers. They said the bill would improve transparency, encourage more disciplined budgeting, and create certainty for homeowners and businesses. They argued that lower tax-rate growth would help attract and retain employers and investment, and that voters would still be able to approve higher rates when needed.
Local officials and other opponents said the bill would constrain cities and counties facing rapid growth, inflation, infrastructure needs, and public safety costs. Testimony from county judges, city finance officials, firefighters, and urban county representatives emphasized pressures from jail operations, roads, water, EMS, police and fire staffing, and unfunded mandates. Several witnesses asked for carve-outs or exemptions for public safety and disaster-related costs, warning that a one-size-fits-all cap could force service cuts or shift costs elsewhere. The committee heard extensive questioning but no final vote or disposition on the bill was taken in the portion provided.
FL
Florida 2025 Regular Session
Appropriations Committee on Health and Human Services Apr 15th, 2025
TX
Transcript Highlights:
- is computerized down there and it's tied to the same system on a dashboard, and we actually did algorithms
TX
Transcript Highlights:
- We actually did algorithms to predict when a polling location would need supplies.
Keywords:
HB 817, Texas Election Code, majority vote, majority threshold, ranked-choice voting, preferential voting, instant runoff voting, vote reassignment, ballot ranking, election administration, public office election, Election Code Section 2.0215, runoff elections, plurality vs majority, voting systems, education reform, budget allocation, teacher retention, student performance, accountability measures
TX
Texas 89th 2nd C.S.
Licensing & Administrative Procedures Mar 11th, 2025
Licensing & Administrative Procedures
Transcript Highlights:
- There was an algorithm. They've done this once, correct, in Texas. They tried to do it again.
US
US Federal 2025-2026 Regular Session
Joint hearings with the House Committee on Veterans' Affairs to examine the legislative presentation of The Veterans of Foreign Wars of the U.S. and multi VSOs: Paralyzed Veterans of America, Iraq and Afghanistan Veterans of America, Student Veterans Mar 4th, 2025 at 09:00 am
Senate Veterans' Affairs
Transcript Highlights:
- After much research, Sean learned that the scoring algorithm is weighted so heavily toward those with
Keywords:
veteran services, Secretary Collins, healthcare provisions, contract cancellations, transparency, accountability, committee meeting, legislation
Summary:
During this committee meeting, various bills were discussed with a specific focus on veteran services and healthcare provisions. Notably, the cancellation of critical contracts under Secretary Collins sparked significant debate, with representatives emphasizing the adverse impact on veteran care. The meeting featured testimonies from veterans and stakeholders who expressed their concerns regarding the potential fallout of these cancellations, demonstrating the urgency of transparency and accountability in management decisions. Discussions also delved into various legislative proposals aimed at improving services for veterans amidst these challenges.
CO
Colorado 2026 Regular Session
Colorado House 2026 Legislative Day 114 May 8th, 2026
Colorado House Floor Meeting
Summary:
The House convened, took roll, and approved the journal of Wednesday, May 6, 2026, as corrected. Members then made several announcements, including committee meeting notices, a Colorado Farm Bureau burger bash, recognition of Nurses Week, Asian-American and Pacific Islander Heritage Month, and a commendation honoring former legislator Dorothy Rupert for her public service and advocacy. The chamber also heard a report that Rep. Flynnel had helped save a life by calling 911 when she witnessed a medical emergency near the Capitol.
Committee reports were received from Appropriations and Business Affairs and Labor, and the majority leader moved a slate of bills to special order for May 7. The House then proceeded to special orders and considered House Bill 1433, which would allow the firefighter behavioral health trust to receive gifts, grants, and donations to sustain services for firefighters dealing with trauma. Supporters described the program as essential for first responders, and the bill passed.
The chamber next considered House Bill 1429 on consolidating administration of public assistance programs. Supporters said it would stabilize the safety net, reduce error rates, and create a transition plan involving counties, state departments, and frontline workers; the appropriations report and the bill both passed. House Bill 1416, which transfers money from the Universal High School Scholarship Cash Fund to support small businesses and the Colorado Small Business Development Center, also passed as amended after debate over the use of the scholarship fund and its prior implementation challenges. Opponents argued the money should remain with students, while supporters said the fund had already distributed most of its original allocation and the transfer would help small businesses without creating a new program.
NH
New Hampshire 2025 Regular Session
House Education Funding (01/21/2025)
Transcript Highlights:
- <01:46:45.040>
an taught is that it is no longer an taught is that it is no longer an algorithm - memorization base where the algorithm memorization base where the teacher<01:46:48.080>
comes - Um, that report then goes out and feeds into, if there's a finding of, yes, we think there was a problem
- viewpoint to the university president as to whether or not there should be discipline. goes out and feeds
- into if there's a goes out and feeds into if there's a finding<02:55:10.560>
of <02:55:10.800>
Summary:
The committee held a hearing on HB 366, which would increase school building aid for eligible projects. Representative Cahill, the prime sponsor, said the bill would raise the annual minimum from $50 million to $60 million and help address a long backlog of school construction and renovation needs after years of a moratorium on applications. He argued that districts forced to build during the moratorium were left to shoulder costs through local property taxes, and he cited examples such as Londonderry, Claremont, and other communities with aging or inadequate facilities. He also said the current aid structure, including paying 80% upfront and 20% at completion, concentrates too much spending at once and limits how many projects can be funded.
Several committee members asked about the fairness and structure of the program. Representative Maguire questioned whether aid should be distributed more broadly to all districts rather than only a few selected projects, and Representative Luneau noted that the committee would also be considering related bills on catastrophic aid, special education aid, and the school foundation formula. Cahill responded that building aid has historically been targeted to property-poor communities and that the state should be a reliable partner in school construction. He also said the bill includes a small retroactive component for communities that built during the moratorium, which he described as a compromise.
Testimony in support came from Representative Cluder, who described Claremont’s Stevens High School project as a case where a bond issue narrowly failed and the city later had to fund renovations without state aid, contributing to high property taxes. He said the bill would help property-poor communities and urged passage. Tony Weinstein of New Market also supported the bill, saying his community had serious facility and safety needs, had moved forward with scaled-back renovations during the moratorium, and still faced debt-service burdens without state participation. Robert Thompson, superintendent in Hampstead, testified that his district needs an addition for overcrowding, safety, and special education space, and said building aid would help reduce out-of-district placements and transportation costs. No vote was taken in the hearing.
WY
Wyoming 2026 Regular Session
Select Committee on Gaming, May 14, 2026 - AM
Select Committee on Gaming
Transcript Highlights:
- those machines are random number generated machines, but they have what's known as compensating algorithms
- they have what's known<00:37:25.760>
as <00:37:26.480>compensating <00:37:27.200>algorithms - <00:37:28.320>
So known as compensating algorithms. So known as compensating algorithms.
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Friday, December 12, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- Kennedy of Utah in introducing the bipartisan Algorithm Accountability Act.
- Kennedy of Utah in introducing the<02:13:51.199>
bipartisan <02:13:52.239>Algorithm <02: - 13:53.520>
Accountability the bipartisan Algorithm Accountability the bipartisan Algorithm Accountability
MN
Transcript Highlights:
- c><02:16:19.280>
hungry <02:16:19.679>members <02:16:20.079>and get snacks to feed - hungry members and get snacks to feed hungry members and staff.<02:16:21.280>
And <02:16:21.599 - No matter how much work we had to do on the farm, feeding cattle, picking rock, building equipment, we
- cattle, picking rock, building feeding cattle, picking rock, building equipment, equipment, equipment
- Uh, and back in the day when we raised hay and on the farm to feed the cattle, we used to do a lot of
Summary:
The House met with a quorum present, approved the previous day’s journal, and welcomed an honored guest, Kenyan Parliament member Joshua Aduma Aore, introduced by Representative Momanyi-Hiltsley. The main business of the day was a series of retirement speeches from departing members, with the chamber proceeding in seniority order.
Representative Perryman said she was leaving the House to run for the Senate and reflected on four years of service, thanking constituents, family, colleagues, and staff. She emphasized integrity, compassion, and the belief that people in public office share more in common than what divides them. Representative Perez Vega gave a lengthy farewell centered on her identity, district, and legislative priorities, thanking staff and colleagues and highlighting work on drivers’ licenses for all, housing justice, the Read Act, ethnic studies, workforce development, and funding for a Minnesota Latino Museum. She also spoke about the importance of representation, community, and continuing to fight for children, families, and immigrant communities.
Representative Weiner said his time in the House had been educational and urged less division, more civility, and a return to public service over party conflict. He cited George Washington’s warnings about factions, said he would carry a calmer voice to the Senate, and argued for more single-subject bills and against careerism in office. Representative Bakeberg thanked members, staff, and his family, spoke about faith and service, and said his work was motivated by constituents and by the example of children visiting the Capitol. Representative Ryer also thanked staff and colleagues, reflected on serving during COVID and after George Floyd’s murder, and listed policy successes and disappointments, including medical debt reform, rare disease treatment, Medicaid dental support, housing and bonding, solar on public buildings, and soil and water funding; she also criticized failures on immigrant protections, disability services, and gun violence measures, and called for protecting human rights, voting rights, and democratic norms. No votes or formal legislative actions were taken beyond the journal approval and recognition of guests and speakers.
FL
Transcript Highlights:
- Social media rewards you with an algorithm for outrage.
- That's what the algorithm told the chatbot to say to the 14-year-old Orlando boy when he contemplated
- You see, algorithms and machines may learn.
Summary:
The Senate opened with prayer, the Pledge of Allegiance, and several introductions and memorial remarks, including a moment of silence for service members killed in the conflict in Iran. The chamber then moved to special orders and took up a series of bills, with many measures passing unanimously after brief explanations and, in several cases, substitution of House companions. Early bills included CS/CS/SB 1062 on speech and debate education, which drew extensive supportive debate about the civic value of debate programs and passed 37-0, and SB 1072 on an anti-Semitism task force, which was amended to clarify that criticism of Israel is not prohibited and then passed 37-0.
The Senate also approved CS/CS/SB 1230/HB 1019 on PFAS chemicals and firefighting foam, with discussion focused on phasing out AFFF, testing requirements, exceptions for federal aviation and military uses, and support for firefighters and water quality; the bill passed 37-0. Other measures passed without opposition included SB 1706 on the My Safe Florida Condominium Pilot Program, SB 186 on student health and safety and seizure response training, SB 598 on funeral and cemetery services, SB 990/HB 883 on protected cell captive insurance companies, SB 554 on nonprofit corporations, SB 560 on child welfare and foster care medication procedures, SB 684/HB 961 on electronic signatures for salvage titles, and SB 778/HB 569 on forensic client services. Two bills, SB 432 on intoxicating substances and SB 928 on dangerous crimes, were temporarily postponed.
A major portion of the meeting was devoted to SB 1134 on official actions of local governments and DEI-related activities. The sponsor argued the bill would prevent counties and municipalities from funding or promoting DEI efforts he described as discriminatory or indoctrinating, while opponents offered amendments to narrow the bill to spending only, add an intent requirement for penalties, and preserve local proclamations and observances. Those amendments were debated at length but were not adopted. The sponsor then continued explaining the bill’s exceptions, including references to holidays, heritage sites, and the Pulse Memorial, and the chamber was still in debate on the underlying measure when the transcript ended.
AL
Transcript Highlights:
- representative in the bill is the study representative in the bill is the study of computers and algorith algorithmic
- of computers and algorith algorithmic of computers and algorith algorithmic processes, processes, processes
Keywords:
occupation tax, securities, financial regulation, tax exemption, legislative amendment, capital gains tax, realized gains, unrealized gains, investment income, asset sale, capital assets, wealth tax, estate tax, trust tax, tax limitation, constitutional amendment, Texas Constitution, Article VIII, property tax, sales tax
WY
Transcript Highlights:
- within a—and I believe that committee would design a threshold for funding requests and what that algorithm
- for<01:09:11.120>
funding Would design a threshold for funding requests and what that algorithm
Bills:
SF0101
Keywords:
Second Amendment, firearm regulation, state legislation, public safety, civil penalties, 916, all
AZ
Transcript Highlights:
- When we allow third-party vendors to bypass registration, we lose the ability to ensure that the algorithms
- When we allow third-party vendors to bypass registration, we lose the ability to ensure that the algorithms
Summary:
The House convened with prayer, the Pledge of Allegiance, approval of the journal, and introductions of the Doctor of the Day and several guest groups, including families affected by pediatric cancer, Arizona Bleeding Disorders, and charter school representatives. Members also read a proclamation honoring Dr. Joseph Charles Torkelson for his long career in pediatric hematology/oncology and military service.
The chamber then moved through multiple Committee of the Whole calendars, considering many bills and resolutions. On the first calendar, members adopted floor amendments and advanced HB 2117, HB 2744, HB 2751, HB 2917, HB 2939, HB 2957, HB 2970, and HCR 2038, with amendments generally described as technical fixes or clarifications. Notable discussion included HB 2957, which would protect non-Real ID data from sharing and preserve the choice between Real ID and non-Real ID, and HCR 2038, which addressed Colorado River conservation and expanded references to tribal communities and major population centers. All items on that calendar received due-pass recommendations.
On later calendars, the House advanced additional measures including HB 2015, HB 2129, HB 2327, HB 2352, HB 2439, HB 2533, HB 2667, HB 2793, HB 2873, HB 2876, HCR 2044, HB 2014, HB 2055, HB 2145, HB 2185, HB 2267, HB 2413, HB 2418, HB 2440, HB 2661, HB 2665, HB 2763, and HB 2771, with several bills amended on the floor. Debate centered on housing assistance and corporate homeownership in HB 2667, homelessness coordination in HB 2533, school safety and firearms in HB 2076, parental rights in HB 2661, teen suicide prevention in HB 2665, and energy policy in HB 2267. HCR 2044, sent to voters, was defended as closing loopholes against discrimination and criticized by opponents as targeting diversity, equity, and inclusion programs.
Most measures were approved by voice vote, but HB 2667’s proposed Villegas floor amendment was rejected on a recorded division vote of 23 ayes to 32 nays. Later, a motion to amend the Committee of the Whole report to include that rejected amendment also failed on a roll call vote of 22 ayes, 32 nays, and 6 not voting. HB 2267 also drew a division vote; after the final count, it was reported as passing as amended. The House adopted the Committee of the Whole reports, ordered the approved bills engrossed, and retained HB 2876 and HB 2720 on the calendar.
MN
Minnesota 2025-2026 Regular Session
Rep. Joe Schomacker (R - Luverne) departing member remarks 5/18/26
Minnesota House Floor Meeting
Transcript Highlights:
- always there with the advice, and it's always been good advice, and it turns out that our YouTube algorithms
Summary:
Representative Schomacker delivered a lengthy farewell-style floor speech reflecting on his path into public service, from growing up around news and debate, to starting a teenage Republican group, serving as a page, and eventually being unexpectedly recruited to run for office. He described being elected despite early polling that had him far behind, and said the experience taught him to hold competing viewpoints at once and to focus on getting work done rather than ideological tests.
He then reviewed major policy accomplishments from his legislative career, especially in health and human services. He highlighted work on the Lewis and Clark water project for Luverne, the competitive workforce factor in disability waiver rates, expansion of bed capacity at Regions Hospital, and, most prominently, the overhaul of long-term care nursing home funding to a value-based reimbursement system. He emphasized that these efforts required extensive research, negotiation, and input from stakeholders, and said they helped support local care, businesses, and communities.
Schomacker also spoke about the importance of long-term care in his district, the aging population, and the role nursing homes play in emergencies. He thanked family, staff, colleagues, mentors, and friends for their support over 16 years in the Legislature, sharing several personal anecdotes and expressing gratitude for the relationships built across party and committee lines. The speech ended with applause and well-wishes; no formal vote or bill action occurred in the excerpt.