Video & Transcript Research : 'algorithmic discrimination'

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MN

Minnesota 2025-2026 Regular Session

House Floor Session 4/29/25 - Part 2

Minnesota House Floor Meeting

Transcript Highlights:
  • They shouldn't be discriminated against on the basis of pre-existing conditions.
  • want the freedom to be able to go back to original Medicare, buy a Medigap policy, and not be discriminated
  • They shouldn't be discriminated them.
  • They shouldn't be discriminated against<03:04:28.720> on<03:04:28.960> the<03:04:29.120
  • gap policy, and not be discriminated gap policy, and not be discriminated against<03:06:21.840><
Keywords: 1183, house
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Environment and Natural Resources Jun 21st, 2026 at 01:00 pm

Joint Committee on Environment and Natural Resources

Transcript Highlights:
  • I think that's going to be part of the algorithm, and the actuaries will look at now is what the deer
Keywords: 995, all
Summary: The committee hearing covered a wide range of animal, wildlife, hunting, and environmental bills. Early testimony focused on deer management, with Rep. Markey urging creation of a deer commission to address crop damage, vehicle collisions, and Lyme disease, and Sen. Durant supporting bills to allow Sunday bow hunting, expand crossbow use, and reduce the 500-foot dwelling restriction for archery hunting. Supporters framed these measures as practical wildlife-management tools, while questions centered on how they would differ from existing Fish and Wildlife authority and whether they would allow hunting closer to residences. Later, Rep. Sena also spoke in support of a bill to increase protected wildlife management areas and another to require non-lead ammunition, arguing both would benefit biodiversity and reduce environmental harm. A substantial portion of the hearing addressed animal welfare and commerce. Multiple witnesses supported bills to ban or phase out the retail sale of dogs, cats, rabbits, and guinea pigs in pet shops, arguing that pet stores rely on puppy mills and obscure the source of animals, while opponents said the bills would hurt responsible breeders, small businesses, and consumer choice. The committee also heard strong testimony for bills to ban the sale of cats and dogs in pet shops, with supporters citing sick animals, consumer deception, and the need to cut off the puppy mill supply chain. In a separate animal-testing segment, witnesses backed bills requiring non-animal testing methods for cosmetics and household products, saying alternatives are more accurate and humane; biomedical research representatives opposed those bills and a related research-animal measure, warning of unintended restrictions on research institutions and arguing animal models remain necessary for many studies. The committee also heard testimony on horseshoe crab conservation, with supporters of H. 898 urging an end to taking horseshoe crabs for bait because of population declines, shorebird impacts, and the species’ importance to biomedical science. On wildlife trafficking, witnesses backed bills to ban intrastate sales of ivory and rhino horn, saying Massachusetts should close loopholes that aid poaching and align with federal law and other states; one antique dealer testified in support, saying he avoids such items and still sees them in the marketplace. Additional testimony supported bans on fur products from factory farms and on force-feeding birds for foie gras, with advocates emphasizing cruelty, public health, and environmental concerns. The hearing was lengthy and heavily attended, with the chairs repeatedly limiting testimony to three minutes and inviting written submissions; no committee votes or final actions were taken during the transcript excerpt.
KY
Transcript Highlights:
  • Is that an extra algorithm? Is that an extra conversation? It's an extra conversation.
Keywords: 958, all
Summary: The committee first approved the September 19 meeting minutes and then took up a deferred University of Kentucky personal services contract amendment for guardianship services. UK officials explained that the contract covers court-appointed guardians for patients who cannot make medical decisions and are not eligible for state guardianship, with the work funded by UK Medical Center agency dollars rather than the general fund. Members questioned the large increase in the not-to-exceed amount, the number of cases, the hourly billing structure, and whether there are safeguards to prevent unnecessary costs or reimbursement issues if a patient later has resources. UK said the increase reflects shifting work from a prior firm, anticipated new cases, a move from a monthly fee to hourly billing, and the need for a second firm because one prior attorney died and another firm has had difficulty appearing in court promptly. The committee ultimately approved the contract, while Senator Thomas said he would vote aye but urged future review of attorney fee limits and broader guardianship statutes, which he described as outdated and inconsistent. The committee then deferred three Office of Energy Policy memorandum of agreement items to the November 2025 meeting without objection. After that, it approved the remaining agenda items, including the contract lists and deferred items not separately selected for review. The final major item was a University of Kentucky personal services contract related to fundraising and philanthropic outreach. UK representatives said the contract supports marketing and donor engagement efforts to grow the university’s endowment pipeline and philanthropic support. The transcript cuts off before the committee finished its questions or took final action on that item.
NH

New Hampshire 2026 Regular Session

House Judiciary (01/14/2026)

Judiciary

Transcript Highlights:
  • that's really where we're working on now with stakeholders to make sure that those cards that would discriminate
  • that's really where we're working on now with stakeholders to make sure that those cards that would discriminate
  • that's really where we're working on now with stakeholders to make sure that those cards that would discriminate
  • that's really where we're working on now with stakeholders to make sure that those cards that would discriminate
  • that's really where we're working on now with stakeholders to make sure that those cards that would discriminate
Keywords: 928, house, all
Summary: The Judiciary Committee opened a hearing on House Bill 1067-FN, which would formalize and expand mental health courts in New Hampshire and create a grant-based funding structure for them. Representative Mark Pearson, the prime sponsor, described the bill as a bipartisan, compassionate, and cost-effective approach that would connect people with mental illness to treatment and supervision instead of incarceration, while still holding them accountable. He said the proposal was developed with input from the judicial branch, law enforcement, corrections, mental health organizations, and others, and emphasized that local courts could tailor programs to their needs. Committee members questioned the bill’s fiscal note, whether the legislature had previously studied the issue, how the program would be funded, and whether the bill should more explicitly address treatment, prevention, and data collection. Representative Buzz Sher, who helped develop the bill, explained how mental health courts work, including referral, clinical and public-safety assessments, case management, goal-setting, and graduation from the program. He said existing New Hampshire mental health courts are mostly partial and county-funded, and that the bill would formalize them, set standards, and allow grant funding. He also cited data from Georgia and New Hampshire suggesting significant savings from reduced incarceration and related costs. Members also raised concerns about due process, whether people not formally charged could be swept into the system, and whether individuals with violent offenses or domestic violence histories could be diverted inappropriately. Sher responded that only people already in the criminal justice process are eligible and that courts use safety assessments to screen out most violent cases. The committee requested that Sher file supporting financial data from other jurisdictions, and he agreed to do so. No vote or final action was taken during the hearing.
HI
Transcript Highlights:
  • written certification fee<00:40:11.200> cap<00:40:11.520> which<00:40:11.680> discriminates
  • <00:40:12.240> against fee cap which discriminates against fee cap which discriminates against
Keywords: 912, senate, all
Summary: The committee heard testimony on SB 3025, relating to medical debt, with multiple organizations and individuals, including the Office of Wellness and Resilience, Healthcare Association of Hawaii, Queens Health Systems, the American Cancer Society Cancer Action Network, Aloha Care, Hawaii Health and Harm Reduction, Hawaii Data Collaborative, and Hawaii Appleseed, all speaking in support. No opposition was heard, and the member present had no questions. The committee then took up SB 3199, which would establish a mental health emerging therapies task force. Testimony was overwhelmingly in support, with speakers including veterans, clinicians, researchers, and advocacy groups describing personal experiences with PTSD, depression, traumatic brain injury, and treatment-resistant conditions, and arguing that Hawaii should prepare for regulated access to emerging therapies such as MDMA, psilocybin, ketamine, and ibogaine. The Department of Health and some medical organizations provided comments, and one opposition witness was called but not present. The chair noted broad support, especially from veterans, and no vote was taken during the excerpt. The final measure discussed was SB 3324, relating to Medicaid. The Department of Human Services, Department of Health, Hawaii State Council on Developmental Disabilities, Hawaii Disability Rights Center, Aloha Care, and numerous care-provider and aging/disability organizations testified in support, while one witness was in opposition and several others offered comments. The discussion then moved to SB 2563, relating to homelessness, where the Department of the Attorney General offered comments on specific sections and recommended adopting suggested amendments if the bill proceeds. Additional testimony on SB 2563 began with support from several individuals, including Shelby Pikachu, who emphasized the severity of homelessness and related social problems in the community.
MN

Minnesota 2025-2026 Regular Session

House Floor debate of HF25 3/13/25

Minnesota House Floor Meeting

Transcript Highlights:
  • been about restricting choice, using deceit as it's wanted, judging people for who they are, and discriminating
  • been about restricting choice, using deceit as it's wanted, judging people for who they are, and discriminating
  • been about restricting choice, using deceit as it's wanted, judging people for who they are, and discriminating
Keywords: 1183, house
CA

California 2025-2026 Regular Session

Assembly Human Services Committee Jun 30th, 2026

Transcript Highlights:
  • It doesn't discriminate, and it does not care who is caught in the It's an awful disease.
  • It doesn't discriminate, and it does not care who is caught in the crosshairs.
Summary: The hearing covered several child welfare, human services, tribal housing, child care, and long-term care bills. SB 1099 would clarify local governments’ authority to provide state or local public benefits to all residents under PRWORA; SB 1190 would regulate private youth transport services by requiring permits, background checks, training, and bans on blindfolds, hoods, restraints, and overnight pickups; SB 1322 would streamline tribal access to Community Care Expansion housing grants and better align the process with tribal sovereignty; SB 1109 would require an annual license renewal review for STRTPs with five or more Type A citations in a year; SB 1234 would require fentanyl testing in juvenile dependency cases when a court finds a risk of fentanyl use; SB 991 would require DSS to identify the specific type of abuse on its public licensing database; SB 1200 would redefine “infant” for family child care ratio purposes as under 18 months; and SB 1345 would strengthen foster youth rights regarding access to and dignified transport of personal belongings. The committee also approved a consent calendar including SB 534, SB 1410, and SB 1421. Testimony was largely in support of the measures, often from authors, advocates, county officials, and people with lived experience. Supporters of SB 1190 described traumatic youth transport practices and argued for basic safety standards. SB 1322 supporters said tribal grantees face unnecessary delays and collateral demands that conflict with sovereignty. SB 1109 drew support from county probation officers who cited repeated serious violations and public safety concerns at STRTPs, while the chair ultimately opposed the bill as duplicative of existing CDSS authority. SB 1234 drew emotional support from a grandparent who lost a child to fentanyl, but also opposition from the Drug Policy Alliance and a dependency attorney, who argued the bill was redundant, vague, and could create biased or unnecessary testing; amendments were accepted to narrow the standard. SB 991 supporters said the public needs more specific information about abuse findings, SB 1200 supporters said the change would expand infant care capacity and help working families, and SB 1345 supporters said foster youth deserve dignity rather than having belongings packed in trash bags. Votes were taken after quorum was established. SB 991, SB 1200, SB 1345, SB 1190, SB 1234, SB 1322, and SB 1099 were all reported out of committee, most on unanimous or near-unanimous votes; SB 1234 passed 6-0 as amended to Appropriations, and SB 1099 later had a vote change recorded, ending 5-1. SB 1109 did not advance after the motion failed for lack of a second, and it was held in committee. The committee then adjourned and transitioned into an oversight hearing reviewing the outcomes of AB 2247 (placement stability and notice protections for foster youth) and AB 2496, with presenters discussing how the earlier foster youth placement law has changed practice and the importance of dignity, notice, and youth voice in placement decisions.
CA

California 2025-2026 Regular Session

Assembly Human Services Committee Jun 30th, 2026

Human Services

Transcript Highlights:
  • It doesn't discriminate, and it does not care who is caught in the crosshairs.
  • It doesn't discriminate, and it does not care who is caught in the crosshairs.
Keywords: 988, house, all
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Children, Families and Persons with Disabilities Jun 21st, 2026 at 01:00 pm

Joint Committee on Children, Families and Persons with Disabilities

Transcript Highlights:
  • I went through numerous traumas, including racial discrimination, physical abuse, and invasion of privacy
  • rights and make sure it's understandable as well as in their native tongue, clearly prohibiting discrimination
Keywords: 995, all
Summary: The Joint Committee on Children, Families, and Persons with Disabilities held a hybrid hearing on a series of child welfare bills focused on DCF, foster care, mandated reporting, educational records, and family support. Chair Kennedy and Chair Livingstone opened with accessibility and testimony rules, then heard testimony on bills including S.127 on expanding mandated reporters, S.107/H.235 on a Foster Children’s Bill of Rights, S.106/H.228 on transferring foster care review from DCF to the Office of the Child Advocate, H.258/S.125 on an electronic backpack for foster children’s educational records, H.205 on kinship foster care background checks, H.246/H.266 on minimizing trauma in care and protection cases, and S.159 on support for families after sudden unexpected infant death. Supporters of the mandated reporter bill, led by Sen. Feeney and Foxborough advocates, described a local model that trains all adults who work with children and argued the state should scale that approach statewide to improve recognition and reporting of abuse. Testimony on the foster care bills emphasized the need for clearer rights, better notice to children and attorneys, stronger remedies, and independent oversight. Advocates, youth with lived experience, and legal organizations described placement instability, delayed notifications, abuse in care, poor educational continuity, and the need for rights around safety, family contact, culture, language, and access to records. Several witnesses urged that the Foster Children’s Bill of Rights include enforceable court remedies, not just reporting requirements. On the oversight bill, supporters argued DCF should not review its own foster care system and pointed to poor outcomes, high placement instability, and recent investigative reporting as evidence for moving review responsibilities to the Office of the Child Advocate. On the electronic backpack bill, testimony focused on the need for real-time data sharing and a centralized system so schools can receive foster students’ records quickly and support continuity. On the trauma-minimization bill, Rep. Miskin framed the proposal as a set of practical changes to reduce harm during removals and court involvement. On the SUID bill, Sen. Lovely said families should be given information about available grief and support resources after an infant death. No votes were taken during the hearing; the committee primarily received testimony and questions.
VT

Vermont 2025-2026 Regular Session

House Session - 2026-05-22 - 1:23PM

Vermont House Floor Meeting

Transcript Highlights:
  • parties if the commission finds that there are no reasonable grounds to believe that any kind of discrimination
  • parties if the commission finds that there are no reasonable grounds to believe that any kind of discrimination
Keywords: 926, house, all
Summary: The House took up Senate Bill 323, suspending the rules to consider it immediately. The bill was described as a broad agricultural measure with committee amendments and fiscal implications, and it was reported favorably by the Agriculture, Food Resiliency, and Forestry Committee, Ways and Means, and Appropriations. Members outlined sections dealing with milk market corrections, farm-to-school language, repeal of the obsolete pest control compact, pesticide applicator licensing changes, seed law updates, the Vermont Agricultural Credit Program, hemp regulation, and CAFO-related provisions. The Agriculture committee reported the bill out 7-0-1, and the effective date was described as July 1, 2026, except for the hemp provisions, which would take effect upon passage. Much of the discussion focused on the hemp sections. Supporters said the bill updates Vermont law to reflect federal changes and shifts hemp oversight from the Agency of Agriculture to the Cannabis Control Board. The hemp provisions would create registration and licensing requirements for hemp producers, processors, and certain hemp products; set fees; authorize testing, inspections, stop-sale orders, and administrative penalties; and allow rulemaking on product standards, labeling, insurance, additives, and age restrictions. Speakers said the changes were intended to help Vermont’s hemp industry maintain access to banking, insurance, and interstate commerce while improving consumer safety and regulatory clarity. Other agricultural provisions were also explained in detail. The bill would clarify milk producer hearing rights, update farm-to-school grant/contract language, remove outdated pest-control compact language, and adjust pesticide applicator exam and fee rules, including removing the limit on retakes and eliminating certain government applicator fees. It would also modernize seed labeling and definitions, transfer the Vermont Agricultural Credit Program into a new statutory structure under VEDA, and make conforming cross-reference changes in tax and cannabis fund statutes. The final sections would add a CAFO permit working group and require consultant training for state agencies on CAFO inspections, with those provisions contingent on future funding. Ways and Means noted the bill’s fee changes could affect state revenues, including an estimated hemp-related impact of roughly $10,000 to $90,000, though the exact effect was uncertain.
FL

Florida 2026 Regular Session

Rules Apr 28th, 2026

Rules

Transcript Highlights:
  • We're not discriminating based on race.
  • enacted in the '60s, was enacted with a robust legislative record detailing a history of race-based discrimination
Keywords: 999, senate, all
FL

Florida 2026 Regular Session

Rules Apr 28th, 2026

Rules

Transcript Highlights:
  • We're not discriminating based on race.
  • enacted in the 60s, was enacted with a robust legislative record detailing a history of race-based discrimination
Summary: The Committee on Rules met with a quorum and heard a Governor’s Office presentation on a proposed congressional reapportionment map. The governor’s counsel argued that mid-cycle congressional redistricting is legally permissible, that race should not be considered at all in drawing districts, and that the Florida Fair Districts provisions are inconsistent with federal equal protection law and should be treated as non-severable. The presentation also discussed the pending U.S. Supreme Court case Louisiana v. Callais and the Florida Supreme Court’s Black Voters Matter decision as part of the legal rationale for the map. Jason Parada, who said he drew the map alone, described the map as based on 2020 census block data, with county-level population estimates used only as a guide to identify faster-growing areas. He said the plan keeps 48 counties and 382 municipalities whole, has compactness scores similar to the current benchmark map, and uses traditional geographic and political boundaries such as roads, railways, county lines, and municipal lines. He walked through regional changes, emphasizing a race-neutral redesign that significantly altered South Florida, including changes to districts in Palm Beach, Broward, Miami-Dade, and the Everglades, while leaving several northern districts largely unchanged. Members questioned the witnesses extensively about the legal theory, the use of partisan data, the role of race, population growth, and the timing and review of the map. The witnesses said partisan data was considered along with other traditional redistricting criteria, but race was not used. They also said they could not speak to who else reviewed the map beyond EOG staff and counsel. Several senators raised concerns about the map’s compactness, county and city splits, the apparent partisan effects, and the fact that the map was released shortly before the special session. No vote or final action on the map was taken during the portion of the meeting provided.
FL

Florida 2026 5th Special Session

Rules Apr 28th, 2026

Transcript Highlights:
  • We're not discriminating based on race.
  • in the 1960s, was enacted with a robust legislative record detailing a history of race-based discrimination
Summary: The Committee on Rules met with a quorum present and took up a presentation from the Governor’s office on proposed congressional reapportionment. Executive Office of the Governor counsel Mo Jazeel argued that mid-cycle congressional redistricting is legally permissible, that race should not be used in drawing districts, and that the Florida Fair Districts provisions are inconsistent with federal equal protection principles and, in the executive branch’s view, are inseverable. Jason Parada then presented the proposed map, explaining that it was drawn using 2020 census block data, with county growth estimates used only as a guide, and that the plan was designed to be race-neutral while also considering compactness, county and municipal boundaries, and other traditional redistricting criteria. He said the map keeps 48 counties and 382 municipalities whole, has compactness scores comparable to the current map, and makes the largest changes in South Florida, with some districts remaining unchanged and others reconfigured around population shifts and geographic boundaries. Members questioned both presenters extensively about the legal basis for disregarding the Fair Districts Amendment, the use of partisan data, the absence of racial analysis, and whether the map truly reflects population growth. Jazeel said the executive branch’s position is that race-based provisions in the state constitution cannot be used if they conflict with the U.S. Constitution, and that the forthcoming U.S. Supreme Court decision in Louisiana v. Calais could further clarify the law. Parada said he did not use race in drawing the map, did use partisan information as one of several traditional criteria, and relied on 2020 census data for population equality. Senators also pressed him on who reviewed the map, why the public and legislators had limited time to review it, and whether the plan was intended to favor Republicans; Parada denied partisan intent and said he was the only person who moved lines on the map, though he consulted with other Executive Office of the Governor staff and counsel. Several senators raised concerns that the map did not clearly reflect Florida’s recent population growth, that some districts remained highly irregular, and that the plan appeared to be based on a legal theory contingent on future court rulings. The presenters responded that congressional districts must be equal to the person, that growth estimates can only guide orientation rather than replace census data, and that the map was designed to preserve as much of the existing structure as possible while making the largest adjustments in South Florida. No vote or final action on the map was taken during the excerpted portion of the meeting, and the committee continued with questions and discussion.
CA

California 2025-2026 Regular Session

Assembly Human Services Committee Apr 23rd, 2026

Human Services

Transcript Highlights:
  • And so I understand about the, you know, the discrimination that can occur, you know, as a result of
  • the complexities that a couple of my colleagues talked about in implementation and sort of the discrimination
Keywords: 988, house, all
AZ

Arizona 2026 Regular Session

03/02/2026 - House Floor Session

Arizona House Floor Meeting

Transcript Highlights:
  • including poverty, face serious challenges to school success, including poverty, disability, discrimination
  • resources that address housing instability, transportation challenges, caregiver stress, poverty, discrimination
Keywords: 1182, all
AZ

Arizona 2026 Regular Session

02/19/2026 - House Government

Government

Transcript Highlights:
  • our rights, the right to join activities when we want, the right to feel free from bullying and discrimination
  • It allows us to report bullying, discrimination, and unfair treatment, and it makes it clear that youth
Keywords: 1182, all
TX

Texas 89th Regular

Health and Human Services Apr 30th, 2025

Health & Human Services

Transcript Highlights:
  • And basically, it's discrimination against moms at this point, because most people say moms are the ones
  • Well, that's discrimination against moms.
Summary: The committee met with a quorum and announced it would vote on pending bills at 10:30, with public testimony limited to two minutes. It first took up Senate Bill 905, a TDLR cleanup bill on licensing regulation of speech-language pathologists and audiologists. Senator Zafferini said the committee substitute would streamline advisory board consultation, remove obsolete provisional licenses, and allow any licensed physician to authorize hearing instruments for minors; the substitute was adopted and the bill left pending. The committee then heard House Bill 451, which would require universal screening for commercial sexual exploitation risk for children in DFPS conservatorship and youth under TJJD jurisdiction. The author and witnesses from Children at Risk, the Fort Bend Anti-Trafficking Collective, and Texas CASA supported the bill as a prevention tool with existing infrastructure and training; the committee adopted the substitute and left the bill pending. The committee next considered Senate Bill 466, which would clarify that families may request a fetal death certificate at any gestational age, while keeping existing filing requirements for physicians. A constituent father testified about losing his 11-week-old daughter and being told he could not obtain a certificate, which he said prevented funeral arrangements; the substitute was adopted and the bill left pending. Senate Bill 2311 followed, requiring residential treatment centers to have a written agreement with the school that will educate resident children before becoming operational. The author cited a local dispute where an RTC and school district lacked communication, and witnesses from Texas CASA and Disability Rights Texas supported clearer educational planning while suggesting the Education Code may need conforming changes; the bill was left pending. The committee then heard Senate Bill 2826, known as Alyssa’s Law, which would create a statewide education program on medical child abuse for medical students, health care professionals, and CPS caseworkers. The author and Sheriff Bill Weyburn described Alyssa’s case as involving repeated unnecessary surgeries and argued the bill would improve awareness and early identification, while several witnesses and members raised concerns about false accusations, impacts on medically fragile children, and the need for scientific, peer-reviewed training and safeguards. After extensive discussion, the chair left the bill pending. The committee also heard House Bill 136, which would add certified lactation consultants as Medicaid providers to expand breastfeeding support; witnesses from lactation and nutrition fields said the bill would improve access, maternal and infant health, and long-term savings, and the bill was left pending. Finally, the committee took up Senate Bill 2805, a surprise-billing/arbitration measure that would clarify provider identifiers and shift arbitration costs to the losing party. The author said the substitute was a legislative counsel draft with no substantive difference, and witnesses from the Texas Medical Association, Texas Society of Anesthesiologists, and U.S. Anesthesia Partners supported the bill as a modest improvement that would reduce administrative confusion and make arbitration fairer without weakening patient protections. Members discussed how arbitration costs affect settlement behavior and how to define the “winner” in close cases. The bill was heard but not voted out during this segment.
TX

Texas 89th 2nd C.S.

Elections Apr 17th, 2025

Elections

Transcript Highlights:
  • legislature revised the voter ID requirements in response to court findings that the law at the time discriminated
  • difficult to see how it would meaningfully advance that interest given its underinclusiveness in discriminating
TX

Texas 89th Regular

Judiciary & Civil Jurisprudence Mar 12th, 2025

Judiciary & Civil Jurisprudence

Transcript Highlights:
  • Because squatters do exist and they do not discriminate. It happens everywhere.
  • administrators in the corporation offices of the apartment complex engages in a lot of racism and discrimination