Video & Transcript Research : 'algorithmic discrimination'

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CA

California 2025-2026 Regular Session

Senate Elections and Constitutional Amendments Committee Jun 9th, 2026

Elections and Constitutional Amendments

Transcript Highlights:
  • to the general policy thrust here of equalizing funding, but very concerned that it explicitly discriminates
  • It's a little bit of a distortion, I think, for the opposition to say that explicitly the bill discriminates
  • I'm quoting here: “Eliminating race discrimination means eliminating all of it.”
  • Keep discrimination illegal. Thank you. My name is Isabelle Lee. I'm a California voter.
  • Please keep discrimination illegal. Thank you. Thank you. I see no other person.
Keywords: 987, senate, all
Summary: The Senate Committee on Elections and Constitutional Amendments heard several measures, beginning with SCA 5, Senator Cortese’s proposal to create an Equalization Reserve Account to help reduce long-standing per-pupil funding disparities between basic aid and non-basic aid school districts. Supporters, including education leaders and school employees, argued the measure would provide a stable, long-term funding source to improve student services and staffing. Charter school representatives opposed the bill, saying it excluded charter schools from the benefits and could raise equal protection concerns. Senator Cortese responded that the bill only addresses district funding and does not alter charter funding formulas. After quorum was established, SCA 5 was approved and sent to Appropriations. The committee also heard S.J.R. 18, a resolution by Senator McNerney condemning the Citizens United decision and urging limits on corporate influence in elections. The author argued that corporate and dark money have overwhelmed campaign finance and weakened public trust. There was no formal witness testimony in support or opposition, and members discussed the resolution’s symbolic nature and its relationship to free speech and campaign finance rules. The resolution was adopted and referred onward. The committee then took up ACA 7, Assembly Member Jackson’s constitutional amendment to clarify Proposition 209 and allow more race-conscious tools in education to address racial equity gaps. Supporters said current law prevents targeted, evidence-based interventions and that the measure would help close persistent disparities; opponents argued it would weaken Prop. 209, invite discrimination, and likely fail at the ballot or in court. After extensive debate, the measure was approved as amended and sent to Appropriations. The committee next heard ACA 18, which would add a second student voting seat to the University of California Board of Regents, ensuring both undergraduate and graduate student representation. The author and student regent witnesses said the UC board is the only major higher education governing board in California with just one student vote, and that more student representation would improve decision-making and reflect the student body. The measure drew support from student organizations and was approved. Finally, AJR 29 was heard, opposing a federal executive order affecting vote-by-mail administration and defending California’s mail voting system as safe and secure. The author said the order would improperly interfere with state election administration. The resolution was adopted. Items 3 and 4 on consent were also approved, and the committee adjourned after all agenda items were acted upon.
TX

Texas 89th Regular

Education K-16 (Part I) Apr 16th, 2025

Education K-16

Transcript Highlights:
  • It is going to be used as a pretext for viewpoint discrimination.
  • I welcome freedom from discrimination. I will not accept it if it comes at the expense of others.
  • Correctly administered in a fair, non-viewpoint-discrimination way, but this bill is all about, in my
  • opinion, Chair, respectfully, viewpoint discrimination.
  • Texas should always act to keep people safe, always, but not in a viewpoint-discrimination way.
Summary: The Senate Education K-16 Committee heard several bills before recessing to the floor, with most measures left pending subject to the call of the chair. SB 2986 would allow public schools and universities to permit after-hours facility use by religious groups on the same terms as other nonprofits, and SB 1032 would open the Governor’s University Research Initiative to private and independent universities; both had committee substitutes adopted and were left pending after brief testimony. Supporters of SB 1032 from Rice and Baylor said the change would help Texas recruit top researchers and strengthen the state’s research economy. The committee also heard SB 2058, which would require the Texas Higher Education Coordinating Board to publish annual data on nursing clinical training sites to improve placement coordination, and SB 2683, which would bar public colleges from giving benefits or recognition to student organizations that receive support from foreign entities of concern; both were left pending after testimony. A large portion of the meeting focused on SB 2233, which would require public institutions of higher education to adopt policies prohibiting students or employees on nonimmigrant visas from publicly supporting terrorist activity or organizations, with enforcement through investigations, reporting to Homeland Security, and possible Attorney General action and fines. The author said the bill was intended to reinforce existing federal definitions and campus safety, while senators questioned the bill’s scope, the definition of terrorist activity, and the clause tied to U.S. policy or practice. Public witnesses, including civil rights advocates, law students, and others, argued the bill was vague, overbroad, unconstitutional, and likely to chill protected speech and increase surveillance of international students and Black and brown communities; several Jewish witnesses also said the bill misused Jewish safety concerns and could be used for viewpoint discrimination. SB 2233 was left pending after public testimony. The committee then took up SB 735, which builds on prior Holocaust education legislation by funding optional age-appropriate and bilingual curriculum, museum field trips, teacher preparation partnerships, annual reporting, and regional collaboration with Holocaust museums and education service centers. The author and invited witnesses said the bill responds to survey findings showing uneven Holocaust instruction and a need for better teacher training and accountability. A fifth-grade teacher and the director of the Holocaust Memorial Museum of San Antonio testified in support, emphasizing the need for accurate, age-appropriate instruction and professional development. The committee recessed before finishing the agenda, and SB 735 was set to resume after the floor session.
TX

Texas 89th Regular

Delivery of Government Efficiency Mar 5th, 2025

Delivery of Government Efficiency

Transcript Highlights:
  • I think, you know, there's a slide in here that kind of demonstrates. or we've got algorithms that we're
  • provider's, you know, billing differently than everyone else, where we're not having to bill. the algorithm
  • So these are your firearm and ammunition industry discrimination checks. These are insurance.
Keywords: 1184, house, all
TX
Transcript Highlights:
  • Transgender people deserve to use facilities without fear of harassment, discrimination, or violence.
  • My name is Allison Hoke, and I'm testifying against Senate Bill 249. for discrimination and the danger
  • laws that protect Texans from sex discrimination.
  • Stop using me as an excuse to discriminate against my neighbors and friends.
  • This bill isn't common sense, it's discrimination and I ask you to vote. Vote against it.
TX
Transcript Highlights:
  • Next thing. you know Anchorage Civil Rights Commission charged the Hope Center with discrimination for
  • Transgender people deserve to use facilities without fear of harassment, discrimination, or violence.
  • laws that protect Texans from sex discrimination.
  • Stop using me as an excuse to discriminate against my neighbors and friends.
  • This bill isn't common sense, it's discrimination and I ask you to vote. Vote against it.
WY

Wyoming 2026 Regular Session

Senate Education Committee, February 27, 2026

Education

Transcript Highlights:
  • > penalties It prohibits discrimination or penalties It prohibits discrimination or penalties
  • Schools cannot discriminate accessories.
  • It's often anti-discrimination acts.
  • Um discriminates against certain faiths.
  • c> student<00:16:53.839> club discrimination against any student club discrimination against
Bills: HB0159
CA
Transcript Highlights:
  • emerging technologies unit... ...emerging technologies unit: AI-driven productivity, surveillance, and algorithmic
  • I was saying that AI-driven productivity, surveillance, and algorithmic scheduling, pace-of-work tracking
Keywords: 987, senate, all
Summary: The committee held an informational hearing on the Governor’s May Revision proposals for labor, public safety/judiciary, and transportation, and no votes were taken. In Part A on labor, the Employment Development Department reviewed proposals for EDD Next document management system funding, updated UI loan interest costs, disability insurance and paid family leave benefit and administration adjustments, WIOA funding changes, UI administrative and benefit changes, school employee benefit adjustments, an EMT training reappropriation, and a technical correction tied to EDD Next. PERB discussed funding tied to AB 28 and AB 1, including litigation-related workload and new jurisdiction over legislative employees. DIR presented proposals for legal unit reclassifications, two major IT modernization projects, a new Cal/OSHA emerging technologies unit, a COIA reappropriation, and trailer bill language on electronic assessment payments and the DWC director salary cap. CalHR proposed additional funding for a consolidated employee assistance program contract, and CalPERS and CalSTRS presented budget adjustments tied to investment costs and state contribution changes. Members focused heavily on UI debt and interest payments, asking the administration for a plan to reduce the outstanding loan and relieve employers. Finance said no specific repayment plan was included in the May Revision, while LAO said the state’s UI tax structure is structurally insufficient and that any debt payoff should be paired with tax-system reform. Senators also questioned EDD Next costs and timelines, PERB’s caseload and staffing needs, and DIR’s emerging technologies unit, with LAO noting that the unit would appear focused on physical workplace safety rather than broader AI labor issues. CalHR said the new EAP contract would consolidate services, improve access to clinicians, and lower costs relative to the current model. CalPERS defended higher external management fees as part of a strategy to pursue higher net returns, while some members pressed for more transparency about private investments; CalSTRS said it was not prepared to address investment-strategy questions at this hearing. Public comment in Part A was dominated by advocates urging support for an immigration enforcement emergency relief fund, along with comments supporting the Jails to Jobs proposal, the Apprenticeship Innovation Fund, and additional PERB funding. The chair noted that many of the immigration-related requests might fall under other committees and said staff would follow up. In Part B, Finance and LAO outlined judicial branch and DOJ May Revision items, including funding for court interpreter services, appellate court security, lactation room implementation delays, courthouse construction reappropriations, and DOJ budget increases. LAO recommended approving the language-access proposal with a report on reducing interpreter cost growth and reducing the General Fund backfill for state court facilities by $10 million on an ongoing basis.
CO

Colorado 2026 Regular Session

Colorado Senate 2026 Legislative Day 120 May 14th, 2026

Colorado Senate Floor Meeting

Transcript Highlights:
  • All of which is algorithmically amplified and fed to us under the guise of news.
  • Number two, Senate Bill 25B004, increased transparency for algorithmic systems.
Keywords: 981, all
HI

Hawaii 2026 Regular Session

ECD Public Hearing - Wed Mar 18, 2026 @ 8:30 AM HST

Economic Development & Technology

Transcript Highlights:
  • They can analyze algorithms, which we don't have the expertise in.
  • They can analyze algorithms, which we don't have the expertise in.
Summary: The committee heard testimony on several Senate bills, with most measures drawing broad support and a few generating significant opposition or policy questions. SB 2908 SD1 and SB 2671 SD1 were taken up first; both appeared to have majority support, with SB 2908 receiving seven in support, one in opposition, and one comment, and SB 2671 receiving five in support and two comments. SB 3085 SD2, related to film industry operations, drew 11 supporters and no opposition. Georgia Skinner explained that the bill would streamline the approval timeline for productions by reducing delays tied to Land Board review, and she said DLNR supported the effort. Committee members asked about the need for the change and the relationship between the film studio, DLNR, and the approval process. The committee then discussed SB 2907 SD1, which would create an Office of Marine Affairs. Testimony was largely supportive, including from DLNR, HTDC, the Department of Agriculture and Biosecurity, ocean industry representatives, and others. The governor’s office supported the bill’s intent but objected to placing the office within the Office of the Governor, urging instead that it be housed at HTDC. HTDC said it was willing and excited to take on the work and described ongoing stakeholder engagement. Members asked about the rationale for the placement and the long-term structure of the office. SB 2353 SD2, concerning the Aloha Stadium district and billboard/naming-rights issues, drew strong opposition overall, with four in support, 23 in opposition, and one comment. Andrew Pereira of the Stadium Authority argued the measure could generate revenue to help maintain and operate the stadium and said the district would remain self-contained; he also emphasized that the development would respect the character of the area. The committee then heard SB 2074 SD1, which had five in support and 26 in opposition; only one support testimony from the Carpenters was heard before the discussion moved on. Finally, SB 2360 SD1, an enterprise zones measure, received 14 supportive testimonies and two comments. Testimony focused on updating the program for modern business models, especially e-commerce and direct-to-consumer sales, while committee members questioned whether the program overlaps with higher tax burdens and whether businesses receiving subsidies should be monitored for job retention after graduation from the program.
US

US Federal 2025-2026 Regular Session

US House Floor Proceedings (Thursday, June 11, 2026)

US Federal House Floor Meeting

Transcript Highlights:
  • I represent those persons who suffer invidious discrimination.
  • Invidious discrimination emanating from the presidency.
  • Invidious discrimination against people Invidious discrimination against people of color still exists
  • Remember, we're talking today about invidious discrimination emanating...
  • Invidious discrimination emanating from the presidency.
FL
Transcript Highlights:
  • discriminatory, which means what that looks like me or anybody else in this audience can't be discriminated
  • This is about discrimination, say that say I don't like trans people. I think they're mentally ill.
  • Basically you can't discriminate.
  • Human variation in practice dei often leads to reverse discrimination, favoring some groups over others
  • , including national origin based discrimination.
Keywords: 999, senate, all
KY
Transcript Highlights:
  • If the institution is accused of discrimination, it simply withholds funds from that institution until
  • it simply withholds funds discrimination it simply withholds funds from<00:03:46.000> that<00
  • This bill allows for discrimination and denial of care.
  • A third weakness in the bill is that it discrimination and denial of care a discrimination and denial
  • <00:36:02.359> in could cause chaos and discrimination in could cause chaos and discrimination
Summary: The committee heard testimony on Senate Bill 132, which would create conscience protections for health care professionals who object to participating in certain procedures or services on religious, moral, or ethical grounds. Senator Donald Douglas and several supporters argued the bill is a recruitment and retention tool for Kentucky’s health care workforce, emphasizing provider shortages, maldistribution, and the need to protect individual conscience rights. Supporters said the bill would not apply to emergency care, would not permit denial of care based on a patient’s identity, and would mainly protect professionals from being forced to perform procedures they believe are unethical. They also cited similar laws in six other states and said the bill would have a cause of action to give it enforcement teeth. Supportive testimony came from an emergency physician, a registered nurse, and others who described personal experiences or examples involving objections to abortion-related care, opioid prescribing, and pressure to participate in procedures that conflicted with conscience. They said conscience protections would help attract providers, preserve ethical integrity, and allow clinicians to make professional judgments without corporate or institutional coercion. In questioning, senators asked about practical examples, the scope of the bill, whether it would cover hypothetical cases involving patients of particular religions or identities, and which states have similar laws. The sponsor and supporters repeatedly said the bill is about procedures, not patients, and that it should not be read to allow discrimination against individuals. Opponents, including pediatricians and a registered nurse/minister, warned that the bill is overly broad and could allow refusals of care by not only physicians but also pharmacists, clerks, and ambulance drivers. They argued it could delay treatment, increase discrimination, and worsen access problems in rural areas, especially for contraception, Plan B, blood transfusions, and other services. Critics said existing professional ethics already require patient care and that the bill could undermine evidence-based medicine and worsen Kentucky’s provider shortage. The committee took testimony and questions; no final vote or disposition was announced in the portion provided.
FL

Florida 2026 4th Special Session

January 13, 2026 - 02:00 PM

Transcript Highlights:
  • We need to end discrimination in the area of providing faith-based program options to people in this
  • has overturned decades of proven success and long-term standards, amounting to clear religious discrimination
  • We feel that was John: based on sheer religious discrimination.
  • Bill Snyder: I see this restriction in the regulations and it appears to me it's viewpoint discrimination
  • Eskamani: I want to remark the court decisions around the current status was not based on discrimination
NH

New Hampshire 2025 Regular Session

House Committee on Housing (02/11/2025)

Housing

Transcript Highlights:
  • He said that is basically admitting that he wants to engage in other discrimination.
  • vouchers that cannot be discriminated vouchers that cannot be discriminated against<01:48:18.040
  • He said that is basically admitting that he wants to engage in other discrimination.
  • He said that is basically admitting that he wants to engage in other discrimination.
  • He said that is basically admitting that he wants to engage in other discrimination.
Keywords: 1189, house, all
NH

New Hampshire 2025 Regular Session

House Session (06/05/2025)

New Hampshire House Floor Meeting

Transcript Highlights:
  • discrimination, but that our law included a blanket statement against promotion of discrimination.
  • . discrimination. discrimination. important<05:43:55.520> because<05:43:56.000> the<05:
  • :32.558> as remedial discrimination such as remedial discrimination such as affirmative<05:45:
  • . discrimination. discrimination.
  • to reme remedy past discrimination to reme remedy past discrimination<05:46:32.878> saying<05
Keywords: 1189, house, all
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Education Jun 21st, 2026 at 01:00 pm

Joint Committee on Education

Transcript Highlights:
  • So towns and school districts would never intentionally discriminate against any child, but we need to
  • Discrimination doesn't stop at the admissions office, and neither should the law.
  • We can move to H. 662, an act prohibiting age discrimination. And okay, right here.
  • Massachusetts is discriminating against children on the basis of age. They hold a student down.
  • Massachusetts is discriminating against children on the basis of age.
Keywords: 995, all
Summary: The Joint Committee on Education held a public hearing on a large slate of bills, with much of the testimony focused on school discipline and student equity. Bills discussed included measures to address inequities in suspension and expulsion, clarify school exclusion rules, reduce discipline for dress and grooming violations, and expand protections related to fair educational practices. Committee members repeatedly reminded witnesses of the two-minute limit and asked for written testimony to supplement oral remarks. A substantial portion of the hearing centered on the RAISE Act and related school discipline bills, including H. 730/S. 376 and H. 731/S. 380. Testifiers from advocacy groups, legal services, and the legislature argued that exclusionary discipline disproportionately affects Black and Latino students, students with disabilities, low-income students, and DCF-involved youth. They said current law is overly broad or unclear in areas such as “assault on educational staff,” indefinite suspensions tied to felony complaints, and definitions of weapons, leading to unnecessary removals from school. Supporters said the bills would add due process, clearer definitions, and better accountability, while one legislator testified in support of the discipline reforms and opposed several other bills on the agenda. The committee also heard testimony on H. 576/S. 368, which would prohibit suspensions and expulsions for dress and grooming violations and require clearer, non-discriminatory dress code policies. Witnesses cited research and personal stories about disproportionate enforcement against Black girls, girls of color, non-binary students, and students wearing religious attire, and said the bill would prevent physical contact used to enforce dress codes. Another major topic was H. 641/S. 349, which would add “special medical status” protections in education; supporters said it would prevent exclusion based on medical decisions or conditions, though members questioned how it would interact with existing disability law and vaccination-related school requirements. The committee also heard testimony on H. 625, which would extend the ban on corporal punishment from public to private schools, with witnesses citing research on harm and disproportionate impact. Additional testimony covered bills on accelerated learning and gifted education, with parents, educators, and advocates saying Massachusetts under-identifies advanced learners and lacks adequate acceleration pathways. A senator also testified for S. 406 on recovery high schools, saying the funding formula should be updated to better support students in recovery. No votes were taken during the hearing; the chair closed testimony on several bill groups and noted that written testimony would remain open for a week.
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Financial Services Jun 21st, 2026 at 10:30 am

Joint Committee on Financial Services

Transcript Highlights:
  • I'm here today in strong support of House Bill 1107, Senate Bill 819, An Act Prohibiting Discrimination
  • Against the 340B Drug Discount ...program prohibiting discrimination against the 340B drug discount
  • Fenway Health strongly supports an act prohibiting discrimination against 340B drug discount program
  • here to give testimony in support of House Bill 1107, Senate Bill 819, and an act prohibiting discrimination
  • . ...the best health care services possible to our patients by protecting us from unfair discrimination
Keywords: 995, all
Summary: The committee held a lengthy hearing on a large docket of pharmacy and drug-pricing bills, with most testimony focused on PBM reform, 340B drug discount program protections, specialty medication access, and medication adherence. Chair James Murphy and Senator Paul Feeney opened the hearing and took testimony from legislators, patient advocates, pharmacists, health center leaders, industry representatives, and policy groups. Several speakers described delays, denials, high out-of-pocket costs, and pharmacy closures tied to PBM practices, while others emphasized the importance of community health centers and independent pharmacies in serving patients. On the 340B program, supporters including Senator Eldridge, Senator Payano, Community Care Cooperative, Fenway Health, the Massachusetts League of Community Health Centers, and several community health center leaders argued that bills such as H. 1107 and S. 819 would stop discriminatory PBM and manufacturer practices, preserve contract pharmacy access, and protect safety-net providers that say they reinvest savings into care, pharmacy expansion, interpreter services, behavioral health, and other services. Opponents including PhRMA, the Community Liver Alliance, and a public policy analyst argued the program lacks transparency and accountability, has grown beyond its original purpose, and may benefit large hospitals and for-profit entities more than low-income patients. They urged more reporting and oversight rather than expanding protections. On PBM reform, testimony supported bills including H. 1157, H. 1234, S. 724, S. 831, and related measures that would require rebate pass-through, ban spread pricing, limit steering to PBM-owned pharmacies, and improve reimbursement for community pharmacies. Independent pharmacists and patients said current PBM practices raise costs, create administrative burdens, and threaten access to local pharmacies. PCMA, representing PBMs, opposed the reforms, arguing PBMs lower costs, that plan sponsors choose to contract with them, and that the Health Policy Commission and CHIA should complete their ongoing study before new mandates are adopted. The committee also heard support for H. 1322 and S. 734 on specialty medications, and for H. 781 and H. 1305 on medication synchronization to improve adherence. No votes or formal actions were taken during the hearing.
MN

Minnesota 2025-2026 Regular Session

House Commerce Finance and Policy Committee 3/26/25

Commerce Finance and Policy

Transcript Highlights:
  • We insisted on this fairness in large part by banning price discrimination, where powerful retailers
  • We insisted on this fairness in large part by banning price discrimination, where powerful retailers
  • federal law against price discrimination federal law against price discrimination 40<00:59:23.319
  • Enacting HF 2149 would enshrine protection from price discrimination in Minnesota law.
  • What this bill is about is not regulating prices; it's about regulating price discrimination.
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.
Keywords: 995, all
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.
LA

Louisiana 2026 Regular Session

Judiciary A May 5th, 2026

Judiciary A

Transcript Highlights:
  • So it is a distinction that the actual program, the information, the data, the algorithm, if you will
Keywords: 974, senate, all