Video & Transcript Research : 'algorithmic discrimination'
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US
US Federal 2025-2026 Regular Session
Hearings to examine the nomination of William Briggs, of Texas, to be Deputy Administrator, and Casey Mulligan, of Illinois, to be Chief Counsel for Advocacy, both of the Small Business Administration. Mar 12th, 2025 at 01:30 pm
Small Business and Entrepreneurship Committee
Transcript Highlights:
- minimum wage, paid sick leave, reasonable limits on pollution, and rules that prevent insurers from discriminating
Keywords:
SBA, small business, nominations, Bill Briggs, Casey Mulligan, regulations, capital access, public support
Summary:
The Committee on Small Business and Entrepreneurship convened to consider the nominations of Bill Briggs for Deputy Administrator of the SBA and Dr. Casey Mulligan for Chief Counsel for Advocacy. The discussions highlighted the critical role of the SBA in promoting small businesses, with emphasis on overcoming challenges posed by excessive regulations and the need for improved access to capital. Several committee members expressed their concerns over recent layoffs within the SBA and the closure of district offices, which they believe undermine support for small businesses across the nation. The committee meeting saw extensive dialogue about the implications of regulations on small business operations and how the nominees plan to address these issues if confirmed. Public support for the nominees was acknowledged through letters from various stakeholders who advocate for small business interests.
TX
CA
California 2025-2026 Regular Session
Assembly Floor Session Mar 10th, 2025
California House Floor Meeting
TX
TX
Transcript Highlights:
- And whereas, upon moving to Dallas in the late 1950s, she experienced the blatant racism and discrimination
Keywords:
bail denial, illegal aliens, felony offenses, constitutional amendment, law enforcement, bail reform, defendants, pretrial detention, public safety, criminal justice, charitable bail organizations, bail bonds, public funds, political subdivision, injunctive relief, taxpayer rights, bail, criminal justice reform, 1185, senate
FL
Florida 2026 5th Special Session
FL House Floor Session - 2024-11-19 (11:00AM Session)
Florida House Floor Meeting
Transcript Highlights:
- We will challenge legislation that marginalizes, discriminates, or divides.
Summary:
The House convened for its organization session, opened with prayer, the presentation of colors, the Pledge of Allegiance, and the national anthem. The Secretary of State’s certification of the 2024 election was accepted as prima facie evidence, the members-elect were seated, a quorum was established, and the newly elected and returning members were sworn in by Florida Supreme Court justices. The chamber also recognized the Governor, Cabinet members, former speakers, former members, and other guests in attendance.
The main business of the session was the election of House leadership and adoption of the chamber’s rules. Representative Fentrice Driskell was nominated by the Democratic caucus and delivered remarks emphasizing constituent service, opposition oversight, and priorities such as hurricane recovery, insurance affordability, reproductive rights, gun violence, education, and poverty. Representative Daniel Perez was nominated by the Republican caucus, seconded, and then elected Speaker by unanimous vote after a motion to close nominations and dispense with a roll call. Perez was sworn in and said his priority would be serving Floridians through practical action, fiscal discipline, and reforms that reduce bureaucracy and special-interest influence.
The House then adopted House Resolution 10, establishing House rules for the 2024-2026 term, and Senate Concurrent Resolution 20, establishing joint legislative rules. Representative Gottlieb spoke in opposition to the rules, arguing that recent changes restricted debate and reduced deliberation. The House also appointed a committee to notify the Senate that the House was organized, elected Representative Wyman Duggan as Speaker Pro Tempore by unanimous vote, and announced caucus leadership selections, including Duggan as Speaker Pro Tempore and Driskell as Democratic minority leader.
The session concluded with administrative motions authorizing technical corrections to the rules, spreading the organization-session remarks upon the journal, and adjourning sine die.
FL
Florida 2026 Regular Session
FL House Floor Session - 2024-11-19 (11:00AM Session)
Florida House Floor Meeting
Transcript Highlights:
- We will challenge legislation that marginalizes, discriminates, or divides.
Summary:
The House convened for its organization session with prayer, the presentation of colors, the Pledge of Allegiance, and the national anthem, followed by introductions of guests including state officials, former House leaders and members, and members of the judiciary. The Secretary of State’s certification of the 2024 election was accepted as prima facie evidence of the members-elect’s election, a quorum was established, and the newly elected and returning members were sworn in by Florida Supreme Court justices. The House then formally declared the members duly elected and qualified to serve in the 92nd Florida House.
The chamber proceeded to the election of Speaker. Representative Fentrice Driskell was nominated and seconded, and she delivered remarks emphasizing the role of the minority caucus, the need to address issues such as hurricanes, insurance and condo costs, gun violence, education, poverty, and protecting rights. Representative Daniel Perez was then nominated and seconded; after speeches highlighting his leadership and style, the House adopted a motion to dispense with the roll call and record a unanimous vote for him. Perez was sworn in as Speaker and said his priority would be serving the people of Florida, focusing on practical action, fiscal discipline, competition, and reducing barriers for residents and businesses.
After the Speaker’s remarks, the House adopted House Resolution 1-0 establishing House rules for the 2024-2026 term, despite opposition from Representative Gottlieb, who argued the rules continued to restrict debate and limit the opposition’s voice. The House also adopted Senate Concurrent Resolution 2-0 establishing joint legislative rules. The chamber then appointed a committee to inform the Senate that the House was organized, elected Representative Wyman Duggan as Speaker Pro Tempore by unanimous vote, and announced party leadership and administrative appointments. The session concluded with motions to authorize technical corrections to the rules, spread the organization session remarks upon the journal, and adjourn sine die.
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Thursday, June 26, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- We know that facial recognition technology discriminates against our Black and brown neighbors.
- against our black and discriminates against our black and brown<00:42:20.640>
neighbors. - But this is not just about<00:42:22.319>
discrimin <00:42:23.520>discriminatory about discrimin - discriminatory about discrimin discriminatory technology,<00:42:25.200>
Mr. - Those crashes do not discriminate, Mr. Speaker. The victim could be me. It could be you.
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on the Judiciary Jun 21st, 2026 at 01:00 pm
Joint Committee on the Judiciary
Transcript Highlights:
- Victims of sexual assault and other discrimination who make good-faith reports—that is, with a reasonable
- share their stories without malice about their experiences of sexual assault, harassment, or discrimination
- It's an epidemic, and it discriminates against no one, and it is happening everywhere.
Summary:
The Joint Committee on the Judiciary held a lengthy hearing on a wide range of bills involving domestic violence, sexual assault, child sexual abuse, trafficking, victim compensation, and related criminal justice reforms. Testimony focused on measures to support survivors and close perceived legal gaps, including bills to protect domestic violence survivors in child welfare proceedings, expand victim compensation for homicide families and trafficking survivors, create a DNA exception to the rape statute of limitations, eliminate or extend statutes of limitations for child sexual abuse, and strengthen laws on upskirting, sexual abuse by adults in positions of authority, and sexual assault by rideshare drivers. Several speakers also addressed bills concerning vulnerable adults, harassment and custody-related abuse, and early evidence kits.
Witnesses included legislators, prosecutors, advocates, and many survivors who described personal experiences with abuse and barriers to justice. Supporters argued that current laws often leave survivors without meaningful remedies, especially where consent, reporting requirements, evidentiary rules, or statutes of limitations prevent prosecution or compensation. Prosecutors and advocates said the bills would clarify vague statutes, increase penalties in some cases, and better reflect the realities of coercion, grooming, trafficking, and delayed reporting. Some testimony also urged amendments, including changes to victim compensation reporting rules and clarifications to avoid unintended conflicts with other wage-recovery laws.
No committee votes or final actions were taken in the hearing itself. The chairs emphasized strict time limits, respectful conduct, and the submission of written testimony, and several witnesses were called out of order to accommodate the large number of speakers.
MN
Minnesota 2025-2026 Regular Session
House Floor Session 5/12/26 - Part 2
Minnesota House Floor Meeting
Transcript Highlights:
- 3210, an act relating to human rights, including disability accommodations as protection from discrimination
- The motion prevails. protection from discrimination. protection from discrimination.
Summary:
The House received several Senate messages returning House File 3426 on natural resources and House File 4252 on higher education with Senate amendments, and in both cases the House refused to concur and moved to conference committee. The House also acceded to the Senate’s request for a conference committee on Senate File 4612, which concerns state government and Department of Health and Human Services provisions. Speaker appointments to the conference committees were announced for all three bills.
The House then concurred in Senate amendments to House File 3522, a veterans bill allowing the Department of Veterans Affairs to temporarily close state veterans homes under a CMS order. Representative Duran said the Senate had bundled several veterans-related bills into HF 3522, including measures on SGU veterans, National Guard pay, grant requirements in the MDBA process, burial eligibility in veterans and National Guard cemeteries, honor guard eligibility, and codifying a commandos task force. The bill passed 134-0 and was read to pass.
On the floor calendar, Senate File 3210, a human rights bill on disability accommodations, was laid on the table by agreement for later consideration. House File 4017, a study bill on unlawful shipments of infectious or pathological waste, was presented as a worker-safety measure; an A6 technical amendment was adopted, and the bill passed 126-8. House File 4138, dealing with social media platforms and minors, was amended with A10 and A11 changes emphasizing transparency, privacy defaults, limits on data use, and a shift from “child” to “minor” in the age provisions; Representative Bonner argued for extending protections to age 18, while Representative Scott said the bill was a first step and opposed the amendment. The A11 amendment was adopted, and debate on the bill continued as the transcript ended.
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Monday, March 31, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- In 1972, it was President Nixon who signed Title IX into law, eliminating sex discrimination and opening
- passed the 1964 Voting Rights Act and the 1965 Voting Rights Act, which made Jim Crow practices of discrimination
- PASSED THE 1964 VOTING RIGHTS ACT AND THE 1965 VOTING RIGHTS ACT WHICH MADE JIM CROW PRACTICE OF DISCRIMINATION
NH
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Tuesday, May 20, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- And, like many of us, his politics were shaped by firsthand experience fighting discrimination, Chicago
- , Chicago machine politics discrimination, Chicago machine politics and<00:17:29.840>
rule, <00 - They discriminated against people of color seeking mortgage loans.
- :57:19.360>
color discriminated against people of color discriminated against people of color - This includes discriminating violations.
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:
- Massachusetts Fair Housing Center, the Fair Housing Project at Community Legal Aid, and the Housing Discrimination
- The work of FAMM is complementary to the work of our state's Commission Against Discrimination and Attorney
- immigrants, a lawyer, a renter, and the Director of Investigations and Outreach at the Housing Discrimination
- Currently, our four organizations work together to combat prevalent housing discrimination across the
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.
NH
New Hampshire 2026 Regular Session
House Special Committee on COVID Response Efficacy (06/11/2026)
Transcript Highlights:
- type of reporting across clinical pathology and autopsy evaluations would allow more precise discrimination
- type of reporting across clinical pathology and autopsy evaluations would allow more precise discrimination
- type of reporting across clinical pathology and autopsy evaluations would allow more precise discrimination
- type of reporting across clinical pathology and autopsy evaluations would allow more precise discrimination
Summary:
The committee met as a special House committee on COVID response efficacy, noted absences, and restated its mission to review New Hampshire’s pandemic response, including federal guidance, federal funds, emergency use authorization vaccination efforts, long COVID treatment, patient bill of rights implementation, and vaccination policies. The main business was discussion of a proposed letter or report language concerning current COVID vaccine recommendations for young children, especially those under age two, and how to support any conclusions with cited scientific and state sources.
Representative Polozov argued that the committee should ask the governor or agencies to reconsider current recommendations, saying the committee should focus on whether vaccination is needed for that age group, whether it is effective, and whether the risks outweigh the benefits. He said he had distributed articles and wanted the committee to pair its conclusions with scientific and statistical data. Other members asked him to identify the specific New Hampshire DHHS and American Academy of Pediatrics sources for the recommendation, clarify the age range being discussed, and separate any evidence about adverse effects in other age groups from the infant/toddler demographic so the letter would be transparent and not misleading.
Members generally agreed the letter should be carefully sourced and refined, with citations for each claim. The chair said the committee would treat the request as urgent and try to finalize a version by the next meeting, noting that some members would be traveling. The committee also discussed scheduling additional testimony in September and October, possibly with extra meetings, to continue gathering evidence and to hear from witnesses. The chair then began reviewing supporting articles, including studies he said were new since the 2024 report, and introduced a 2025 South Korea cohort study and another 2025 Italian cohort study as examples of the evidence he wanted to incorporate into an updated 2026 report.
MN
Minnesota 2025-2026 Regular Session
Committee on Environment, Climate and Legacy - 03/26/26
Environment, Climate, and Legacy
Transcript Highlights:
- biased toward individual members, and I know Senator McCune, you did allude to that itself about discrimination
itself <01:50:38.120>about um itself about um itself about uh<01:50:39.640>discrimination - > and<01:50:40.920>
and <01:50:41.440>folks <01:50:41.760>already uh discrimination - and and folks already uh discrimination and and folks already stated<01:50:42.560>
clear <01:50
MD
Transcript Highlights:
- . >> House Bill 573, fair housing and housing discrimination regulations intent and discriminatory effect
- gt; House Bill 573, fair housing and housing >> House Bill 573, fair housing and housing discrimination
- <01:09:47.040>
regulations <01:09:47.880>intent <01:09:48.680>and discrimination - regulations intent and discrimination regulations intent and discriminatory<01:09:49.440>
effect.
Summary:
The House met in Annapolis on February 27, 2026, with 128 members present. After a prayer, the chamber adopted the previous day’s journal and recognized a resolution honoring Brunswick High School’s first Tech Challenge team, Minerva’s Mechanics, for winning the FTC Regional Championships and qualifying for the World Championship in Houston. The resolution was read and adopted with applause.
The main legislative item was House Bill 355, concerning the Education, Sexual Abuse and Assault Awareness and Prevention Program and human and sex trafficking; the House adopted the favorable committee report and ordered the bill printed for third reading. The next bill, House Bill 534 on nonpublic school transcripts and prohibiting punitive measures related to student debt, also received a favorable report. Debate then centered on an amendment offered to HB 534 that would have tied school funding to student choice for students in repeatedly one-star-rated schools and allowed parents of habitually violent or disruptive students to consider military boarding school options. The sponsor argued Maryland’s public schools, especially in Baltimore City, were failing students despite heavy spending, citing low literacy, violence, and the book Failure Factory; several members echoed concerns about school performance, bureaucracy, and the need for educational freedom.
Opponents and procedural speakers said the amendment was not germane to HB 534, which they described as a narrow bill about transcript access for students leaving nonpublic schools with unpaid fees, often students with disabilities. The floor leader urged the body to resist the amendment and stick to the bill’s actual subject. Despite multiple members explaining their votes in support of school choice and criticizing the Blueprint and school outcomes, the House ultimately took a roll call on the amendment after a voice vote was challenged. The transcript cuts off during the roll call and does not show the final recorded result on the amendment.
MN
Minnesota 2025-2026 Regular Session
Committee on Health and Human Services - 03/12/26
Health and Human Services
Transcript Highlights:
- The Ninth Circuit noted that a state does not discriminate against the federal government and those with
- :48:12.600>
not Circuit noted that a state does not Circuit noted that a state does not discriminate - <00:48:13.240>
against <00:48:13.480>the <00:48:13.600>federal discriminate against - the federal discriminate against the federal government<00:48:14.200>
and <00:48:14.320>those
MN
Minnesota 2025-2026 Regular Session
House Agriculture Finance and Policy Committee 3/11/26
Agriculture Finance and Policy
Transcript Highlights:
- These very harmful chemicals are non-discriminative.
- 01:25:31.280>
are These very harmful chemicals are These very harmful chemicals are non-discriminative - 32.800>
So <01:25:32.960>in <01:25:33.199>one <01:25:33.360>vast non-discriminative - So in one vast non-discriminative.
Keywords:
pesticide, agriculture, environmental protection, health risks, chemical safety, local agriculture, insecticides, pollinators, seeds, environmental health, neonicotinoids, systemic insecticides, civil penalties, pest management, land trends, report, appropriation, farmers, veterinary medicine, veterinary technology
MN
Minnesota 2025-2026 Regular Session
House Workforce, Labor, and Economic Development Finance and Policy Committee 3/4/26
Workforce, Labor, and Economic Development Finance and Policy
Transcript Highlights:
- understand how that number was reached because when I look at the criteria, structural racial discrimination
- criteria, criteria, structural<01:23:09.760>
racial <01:23:10.719>uh <01:23:11.040>discrimination - , structural racial uh discrimination, structural racial uh discrimination, civil<01:23:12.239>
Summary:
The committee met on March 4, 2026, and focused almost entirely on an update and oversight discussion of the Promise Act, including its grant and loan programs. The chair opened by explaining that the committee wanted to better understand how the 2023 law was implemented, how funds are still being deployed in greater Minnesota and the metro, and whether adjustments made in 2024 and 2025 were working as intended. The minutes from March 3 were approved at the start of the meeting.
Deputy Commissioner Kevin McKinnon of DEED outlined the program’s legislative history, funding structure, eligibility rules, and oversight process. He said the grant side has about $94 million available, with $16 million going to the Minnesota Initiative Foundations and $86 million to the Neighborhood Development Center, plus administrative and technical assistance set-asides. He noted legislative changes over time, including shifting the revenue eligibility test to the prior year, adding a home-office deduction requirement for businesses using a home address, and maintaining a preference for applicants who had not received more than $10,000 in prior state assistance. McKinnon said about $22 million had been awarded to 35 businesses at the time of the update, and that the loan program has $30 million appropriated, with about $9.5 million lent so far. He also described the application, verification, audit, and payment process, emphasizing that partners handle intake and DEED conducts final review and random audits.
Shahir Ahmmed of the Neighborhood Development Center described the round-one and round-two grant process in more detail. He said NDC spent about nine months building the application platform, launched round one in June 2024, received more than 3,000 applications, and later paused awards while DEED and legislators clarified the law. He reported that 651 applications were approved in the first round for just under $9 million, and that round two launched in September 2025 with a goal of distributing up to $50 million in remaining grant funds. Ahmmed also explained the step-by-step applicant process, including email confirmation, eligibility screening, document upload, identity verification through Plaid, and final DEED review. He said applicants commonly use funds for payroll, equipment or inventory, rent, and utilities. The chair indicated there would be further testimony from other program partners and then member questions, but no votes or formal actions were taken on the Promise Act itself during this portion of the meeting.