Video & Transcript Research : 'algorithmic discrimination'
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NH
New Hampshire 2025 Regular Session
House Judiciary (01/29/2025)
Transcript Highlights:
- We should work on discrimination within health care.
- We should work on discrimination within health care.
- We should work on discrimination within health care.
- We should work on discrimination within health care.
- <05:05:43.878>
if options uh they face discrimination if options uh they face discrimination
Summary:
The committee first heard House Bill 199, which would extend the statute of limitations for civil actions seeking damages from PFAS contamination from six years to 20 years. The prime sponsor and other supporters argued that PFAS contamination in southern New Hampshire has long-term and often delayed health and property impacts, making the current six-year period too short for victims to discover harm, connect it to exposure, and seek relief. Supporters described contamination in places such as Merrimack and surrounding communities, cited health concerns including cancer, developmental issues, and other illnesses, and said a longer period would better preserve legal rights while still requiring proof of causation. The Department of Environmental Services said it was not taking a position but acknowledged the contamination and ongoing work to address it. The Business and Industry Association opposed the bill, arguing that evidence becomes stale over time, memories and documents fade, and a longer window would make it harder to determine causation when other exposures or intervening factors may be involved.
Committee members questioned both sides about causation, the difficulty of proving PFAS-related illness, and whether a 20-year period was necessary if a plaintiff already knows of the injury and its source. Supporters responded that PFAS effects can emerge slowly, that scientific understanding continues to develop, and that current knowledge is still incomplete. Opponents said the existing discovery rule already starts the clock when harm and causal connection are known, and that extending the period would reduce clarity and fairness in litigation. After testimony and questions, the chair closed the hearing on HB 199.
The committee then opened House Bill 268 FN, which was described as a technical measure to confirm that the Board of Tax and Land Appeals may hold hearings in its Concord hearing rooms. The sponsor indicated the bill reflects current practice and does not require additional facilities. With only one witness listed and no apparent opposition, the discussion was brief and focused on why the authorization should be placed in statute rather than left to practice.
CA
California 2025-2026 Regular Session
Assembly Insurance Committee Apr 22nd, 2026
Transcript Highlights:
- Labor Code Section 132A is a generally applicable anti-discrimination statute that protects injured workers
- from discrimination.
Summary:
The Assembly Insurance Committee met as a subcommittee at first because a quorum was not initially present, then later established a quorum and heard several bills. The main special-order item was AB 1795 (Gibson), which would create statewide standards for testing, inspection, and remediation of wildfire smoke damage in homes, with CalEPA and public health agencies developing science-based standards and insurers required to follow new claims-handling timelines. Supporters, including Insurance Commissioner Ricardo Lara and wildfire survivors, said the bill would bring consistency and safety; insurers and consumer groups generally supported the concept but sought further amendments on scope, standards, and claim handling. The committee voted do pass as amended and refer AB 1795 to Appropriations, with the roll held open for later additions.
The committee also considered AB 1576 (Ortega) on the Subsequent Injury Benefit Trust Fund, which would make changes intended to reduce litigation and employer assessments while preserving the program’s purpose of encouraging hiring of workers with prior disabilities. Labor-side witnesses supported the bill as a reform step, while business, public entity, and insurance groups opposed it, arguing it did not address the core structural problems and that a trailer bill was a better vehicle for broader reform. AB 1576 was voted do pass to Appropriations, with the roll held open.
AB 1931 (Papan) would create an optional limited-lines license for utilities to offer home protection products for repairs to appliances and utility service lines. Support came from HomeServe, utilities, and industry groups, who said the bill would clarify current law and add consumer protections such as training, disclosures, and a free-look period; there was no opposition in the room. The committee passed AB 1931 to Appropriations. AB 2361 (Pacheco) would limit vicarious liability for peer-to-peer vehicle-sharing platforms like Turo while preserving insurance coverage requirements; supporters said it would align California with other states, while consumer attorneys opposed it as reducing accountability and consumer recovery. The committee passed AB 2361 as amended to Appropriations. AB 2098 (Kalra), heard later, would require employers to allow leave for workers to attend treatment for occupational injuries during work hours, subject to notice and business-necessity limits; labor groups supported it and business and insurance groups sought narrower standards. It was also voted do pass to Appropriations. The committee then completed roll-call add-ons and adjourned.
FL
Florida 2026 4th Special Session
January 28, 2026 - 08:00 AM
Transcript Highlights:
- giving any rhyme or reason as to their justification for incompatibility, it creates, I would say, discrimination
- Representative Gantt: What do you mean by discrimination and disparate treatment?
FL
Florida 2026 Regular Session
FL House Floor Session - 2025-04-16 (2:00PM Session)
Florida House Floor Meeting
Transcript Highlights:
- employer-sponsored housing and clarifies that the Fair Housing Act prohibits local governments from discriminating
- The amendment allows a proposed to forward. prohibits local governments from discriminating and land
Summary:
The Senate opened with a prayer, the Pledge of Allegiance, doctor and guest introductions, and then moved to the special order calendar. Early bills passed included measures on the Florida Trust Code (SB 806/HB 1173), school district reporting requirements and educator misconduct reporting (SB 1374), debt collection email communications (SB 232), service of process updates (SB 576/HB 157), public lodging and food service establishments (SB 606), lien waivers and releases (SB 658), Crime Stoppers public records exemptions (SB 710), health care licensure and foreign-country business interests (SB 768, amended), diabetes management in schools (SB 772/HB 597), platting procedures (SB 784), fentanyl testing in hospitals (SB 1346/HB 1195), third-party reservation platforms (SB 940), electronic landlord-tenant notices (SB 1164/HB 615), leaving the scene of a crash restitution (SB 1378/HB 479), background screening for athletic coaches (SB 1546), surrendered infants and infant safety devices (SB 1690/HB 791), and affordable housing/Live Local Act changes (SB 1730, amended). Several other bills were temporarily postponed, including measures on trespass, higher education, transportation services, the UCC, altered sexual depictions, firearms during emergencies, Brownfields, false reporting, health care billing, motor vehicles, utility services, and others.
Most of the debate centered on a few controversial bills. Senators debated the fentanyl testing bill in support of faster detection and life-saving treatment, and the surrendered infants bill drew opposition over safety, anonymity, and liability concerns, though supporters argued baby boxes provide a monitored safe surrender option. The affordable housing bill received an amendment and broad support as a continuation of the Live Local Act, with changes to zoning, parking, height, and litigation procedures. The day’s most contentious measure was the agriculture/consumer services package (SB 700), where senators argued over the bill’s fluoride-related preemption; opponents criticized the policy and process, while the sponsor emphasized broader agriculture, consumer protection, and FFA-related provisions. That bill passed 27-9.
Votes on the other major bills were largely bipartisan and often unanimous or near-unanimous, with several bills passing 35-37 yeas and few or no nays. The Senate also adopted a motion to immediately certify all bills passed that day to the House. The session concluded with announcements recognizing visitors, including Taiwan representatives, and remarks about a lantern-lighting observance tied to the 250th anniversary of Paul Revere’s ride, followed by adjournment until the next scheduled meeting.
FL
Florida 2025 Regular Session
April 1, 2025 - 12:30 PM
Transcript Highlights:
- regardless of the source to purchase membership in or goods and services from an organization that discriminates
- regardless of the source to purchase membership in or goods and services from an organization that discriminates
Summary:
The Pre-K Through 12 Budget Subcommittee met with a quorum and considered four bills. CS/HB 1403, by Rep. Yeager, would allow child care facilities to participate in the school guardian program and clarify school perimeter and door security requirements. An amendment clarifying that private security companies would pay for training was adopted, and the bill was reported favorably 11-0. CS/HB 447, the Evan B. Hartzell Act by Rep. Salzman, would provide guidance for schools that choose to teach disability history and awareness during the first two weeks of October, including age-appropriate instruction by grade band. The bill received supportive testimony from advocates and was reported favorably 11-0.
CS/HB 257, by Reps. Chambliss and Tramont, would expand on a prior pilot program to allow video cameras in certain self-contained classrooms serving nonverbal students and others with significant disabilities, as a safeguard against abuse and to improve accountability. The bill drew strong support from parents and disability advocates describing abuse concerns, and it was reported favorably 13-0. CS/HB 1255, by Vice Chair Trabulsy, was a broad education bill addressing teacher shortages, scholarship program screening, health and math instruction, corporal punishment policy, and restrictions on spending public funds on organizations tied to discrimination or political/social activism. A major focus of debate was the bill’s human embryologic development instruction and related video language, with supporters calling it science-based and opponents warning it could be medically inaccurate or ideological. After the sponsor said she would amend some language, including removing ABCTE-related text and clarifying the video language, the bill was reported favorably 12-1. The meeting then adjourned.
NM
Transcript Highlights:
- I The first thing that comes out under Section 1 is discrimination.
- These companies cannot discriminate against somebody else because Anybody could say, "Hey, you know,
NH
New Hampshire 2026 Regular Session
House State-Federal Relations and Veterans Affairs (04/10/2026)
State-Federal Relations and Veterans Affairs
Transcript Highlights:
- So, ultimately, having an age is, in our mind, age discrimination against a retiree for not having a
- Um, it’s discrimination.
- Um, it’s discrimination.
- <02:29:35.160>
in <02:29:35.240>a department ends up discriminating in a department - ends up discriminating in a way<02:29:35.440>
that <02:29:35.600>no <02:29:35.760>other
MN
Minnesota 2025-2026 Regular Session
House Transportation Finance and Policy Committee 3/4/26
Transportation Finance and Policy
Transcript Highlights:
- That means they're basically going to be discriminating against close to 15% of the population that would
- in the beginning of the creation of this new transportation service, again, as I said, will be discriminating
- That means they're basically going to be discriminating against close to 15% of the population that would
- That means they're basically going to be discriminating against close to 15% of the population that would
- No driver, no discrimination, and no discussion, just dinner.
Keywords:
vehicle platooning, transportation, public safety, pilot project, Wilkin County, Grant County, autonomous vehicles, transportation regulations, driverless cars, safety standards, first responder interaction, school bus, third-party testing, driver certification, transportation regulation, 1183, house
MN
Minnesota 2025-2026 Regular Session
House Human Services Finance and Policy Committee 3/27/25
Human Services Finance and Policy
Transcript Highlights:
- that are currently in place, like the Fair Housing Act, that seeks to ensure that people are not discriminated
- that are currently in place, like the Fair Housing Act, that seeks to ensure that people are not discriminated
- that are currently in place, like the Fair Housing Act, that seeks to ensure that people are not discriminated
- Please state your name for the record and present your testimony. discrimination whether we at the local
- discrimination whether we at the local level<01:40:04.920>
like <01:40:05.040>it <01:40
Keywords:
PACE, elderly, Medicaid, health services, long-term care, community-based services, support person, healthcare, patient rights, assisted living, community support, caregiver respite, financial eligibility, Minnesota Statutes, HF1477, residential program licensing, community residential setting, small group home, licensed capacity six or fewer, rental licensing
NH
Transcript Highlights:
- and<01:21:53.199>
persistent constraints and persistent constraints and persistent discrimination - discrimination discrimination the<01:21:55.280>
shortage <01:21:55.639>of <01:21:55.840 - <01:22:09.880>
housing are most likely to face housing are most likely to face housing discrimination - including<01:22:11.639>
refusal <01:22:12.040>to <01:22:12.239>rent discrimination - including refusal to rent discrimination including refusal to rent and<01:22:12.719>
denial <01
MN
Minnesota 2025-2026 Regular Session
Legislative Commission on Pensions and Retirement - 05/05/26
Minnesota Senate Floor Meeting
Transcript Highlights:
- <00:09:45.200>
sued <00:09:45.600>for <00:09:46.880>age <00:09:47.279>discrimination - could get sued for age discrimination could get sued for age discrimination because<00:09:48.560
- >
for <00:10:17.120>age cleared opportunity for age cleared opportunity for age discrimination - . discrimination. discrimination.
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Thursday, April 30, 2026)
US Federal House Floor Meeting
Transcript Highlights:
- strengthen and enforce these tools, not create vague sweeping prohibitions that invite confusion and discrimination
- strengthen and enforce these tools, not create vague sweeping prohibitions that invite confusion and discrimination
- strengthen and enforce these tools, not create vague sweeping prohibitions that invite confusion and discrimination
- strengthen and enforce these tools, not create vague sweeping prohibitions that invite confusion and discrimination
- strengthen and enforce these tools, not create vague sweeping prohibitions that invite confusion and discrimination
NH
Transcript Highlights:
- Things like that regionally, protections against discrimination in the health care setting, safety for
- Things like that regionally, protections against discrimination in the health care setting, safety for
- Things like that regionally, protections against discrimination in the health care setting, safety for
- regionally, um<01:29:29.520>
protections <01:29:30.080>against <01:29:30.400>discrimination - <01:29:30.880>
in um protections against discrimination in um protections against discrimination
MN
Minnesota 2025 1st Special Session
House Housing Finance and Policy Committee 3/11/25
Housing Finance and Policy
Transcript Highlights:
- as usual has been working has actually been putting us further along this path of division and discrimination
- <01:20:22.080>
and <01:20:22.199>I'm division and discrimination and I'm division and - discrimination and I'm hopeful<01:20:22.679>
that <01:20:22.840>something <01:20:23.159 - as usual has been working has actually been putting us further along this path of division and discrimination
- as usual has been working has actually been putting us further along this path of division and discrimination
MN
Minnesota 2025-2026 Regular Session
House Children and Families Finance and Policy Committee 2/18/25
Children and Families Finance and Policy
Transcript Highlights:
- provider of this um I guess<00:16:16.040>
I <00:16:16.160>don't <00:16:16.399>discriminate - based on how guess I don't discriminate based on how much<00:16:18.279>
someone's <00:16:18.680 - So back to the not discriminating, I don't care what a home value is worth. It doesn't matter.
- So back to the not discriminating, I don't care what a home value is worth. It doesn't matter.
- So back to the not discriminating, I don't care what a home value is worth. It doesn't matter.
Keywords:
child care, childcare, day care, daycare, licensing, variance, licensed capacity, capacity limit, staff qualifications, staffing, child care center, family child care, provider flexibility, Minnesota career lattice, Department of Children Youth and Families, DCYF, licensing rules, enrollment, indoor space, professional development
CA
California 2025-2026 Regular Session
Assembly Floor Session Jun 18th, 2026
California House Floor Meeting
CA
California 2025-2026 Regular Session
Assembly Appropriations Committee May 14th, 2026
Transcript Highlights:
- AB 1940, Calderon, menopause discrimination, do pass as amended to have the Commission on the Status
- AB 2563, Pacheco, sex discrimination, do pass as amended with author's amendments to clarify scope.
Summary:
The Assembly Appropriations Committee held a suspense-file hearing on May 14, 2026, reviewing hundreds of Assembly bills and a few committee bills. The chair opened by explaining the committee’s budget constraints and the factors used in suspense decisions, including fiscal impact, return on investment, effects on constituents, and protection of the state’s social safety net. The agenda was organized alphabetically by author, and the committee noted that results would be posted later that day online.
The committee then acted on a very large number of measures, sending many bills to the Assembly floor on do pass or do pass as amended motions, while holding many others in committee. Topics covered a broad range of policy areas, including housing, health care, education, labor, public safety, wildfire mitigation, water, energy, transportation, cannabis, immigration, and state governance. Many bills were amended to narrow scope, make implementation contingent on appropriations or existing resources, remove provisions, or clarify agency responsibilities; several bills were held without further action.
Among the notable actions, the committee advanced bills on items such as Medi-Cal services, child care, wildfire-related programs, housing financing, school and college issues, public safety and criminal justice, environmental and energy policy, and various consumer and business regulations. Some measures were sent out on A or B roll calls, with Republicans often not voting on amended bills. The hearing concluded after the committee reported that a large number of bills had been moved to the Assembly floor, either as do pass or do pass with amendments, and the committee adjourned.
NY
New York 2025-2026 Regular Session
New York State Senate Session - 05/05/2026
New York Senate Floor Meeting
Transcript Highlights:
- the Civil Rights Act that came into law decades later and secured so many rights and outlawed discrimination
- CURED SO MANY RIGHTS AND OUTLAWED DISCRIMINATION IN SO MANY AREAS.
Summary:
The Senate met on May 4, 2026, approved the prior journal, and then took up a series of resolutions and floor bills. The chamber first adopted a resolution honoring Carlos Beltran on his induction into the Baseball Hall of Fame, with several senators praising his Mets career, athletic achievements, and philanthropy in Puerto Rico. The Senate also adopted resolutions recognizing the 2026 Women of Distinction, including tributes to living honorees and posthumous recognition of Congresswoman Nita Lowey and Dr. Hazel Dukes, and later adopted resolutions commemorating May Day and Panama’s Black Heritage Month. A Queens Chamber of Commerce resolution also prompted extensive remarks celebrating Queens’ diversity, small businesses, immigrant communities, and cultural institutions.
On legislation, the Senate recalled two bills from the Assembly and restored them to the third reading calendar by a 62-0 reconsideration vote. The chamber then passed a long list of bills, including measures affecting public health, agriculture and markets, insurance, criminal procedure, public officers, labor, not-for-profit corporations, and executive law. Several bills passed unanimously or near-unanimously, while a few drew recorded opposition, including the environmental conservation bill on animal cruelty and the public health bill on Calendar 840. Supportive floor explanations emphasized animal welfare, protections for abandoned pets, and other public-interest reforms.
The Senate also heard brief explanatory remarks on some bills, such as concerns about animals left behind in vacated housing and the treatment of wild animals in traveling circuses. After completing the calendar, the Senate reported no further business and adjourned until Wednesday, May 6, at 3:00 p.m.
FL
Florida 2026 4th Special Session
February 3, 2026 - 08:00 AM
Transcript Highlights:
- Benarroch: My bill does not discriminate. Rep.
- woman in America and I think I have experienced a degree of safety just because there is so much discrimination
FL
Florida 2025 Regular Session
November 19, 2025 - 01:30 PM
Transcript Highlights:
- I think it discriminates against unmarried adults with no minor children, and it denies equal rights
- We can choose to end the discrimination.
Summary:
The Judiciary Committee met to consider HB 6003, a bill to repeal Florida’s “free kill” law that limits certain survivors’ ability to recover non-economic damages in medical negligence wrongful death cases. The sponsor, Rep. Trabulsy, said the bill would restore access to the courts for a small class of families and noted the measure passed both chambers last year before being vetoed by the governor. She and supporters framed the bill as a fairness and constitutional issue, while opponents argued repeal would increase malpractice exposure, insurance costs, and pressure on physician access, especially in high-risk specialties and rural areas.
Public testimony was sharply divided. Supporters included family members who described deaths they said were caused by medical negligence and who argued the current law denies accountability and equal treatment based on marital status or whether a decedent had minor children. Opponents included the Florida Hospital Association, Florida Medical Association, Florida Chamber, U.S. Chamber, Florida Insurance Council, and other health care and business groups, who warned that repeal could worsen already high malpractice premiums, contribute to physician shortages, and destabilize access to care. Several speakers on both sides discussed possible caps on non-economic damages as a compromise, though the bill itself was presented as a clean repealer with no amendments.
During debate, several members spoke in support, emphasizing equal access to the courts and rejecting the idea that the law should treat some families differently from others. Opponents of the bill argued that the current system helps preserve market stability and that liability concerns, not the free kill law, are driving provider departures. After closing remarks from the sponsor, the committee voted 15 yeas and 1 nay to report HB 6003 favorably.