Video & Transcript Research : 'algorithmic discrimination'

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FL

Florida 2025 Regular Session

Ethics and Elections Feb 4th, 2025

Transcript Highlights:
  • In addition to that address confirmation notices and and our normal databases, this was an algorithm
  • I don't you know, we do have an algorithm to create.
Keywords: 999, senate, all
FL

Florida 2026 Regular Session

Health Policy Jan 14th, 2025

Health Policy

Transcript Highlights:
  • of that, the top-performing plans also will get preferred assignments through the auto-assignment algorithm
  • making a member choice; and also, if they don't make a member choice, through the auto-assignment algorithm
Summary: The Senate Health Policy Committee met to discuss maternal and infant health, beginning with a presentation from New Jersey’s Maternal and Infant Health Innovation Authority (MiHA). Pamela Taylor described New Jersey’s statewide effort to reduce maternal mortality and racial disparities through the Nurture New Jersey campaign, a strategic plan with more than 80 recommendations, universal home visiting, Medicaid-covered doula care, hospital report cards, limits on non-medically indicated early elective C-sections, and a new maternal and infant health innovation center. Senators asked about doula certification, funding, home visiting, and how New Jersey coordinates across agencies; Taylor said the authority uses quarterly stakeholder meetings, annual summits, and a tracker for recommendations, and that community input helped shape its programs. Florida Agency for Health Care Administration Deputy Secretary Brian Meyer then outlined Florida Medicaid’s maternal coverage and managed care structure. He reviewed eligibility and services for pregnant women, labor and delivery, postpartum coverage, newborn coverage, and family planning, noting 12 months of postpartum coverage, expanded benefits in managed care plans, and new contracts launching February 1 with more maternal-health-focused benefits, quality measures, and a new quality withhold incentive structure. Senators questioned doula certification and duplication with Healthy Start, provider access and network adequacy, kick payments, quality reporting, and whether Florida should consider broader eligibility standards; Meyer said many details are still plan-driven, that quality metrics are public, and that the agency is working on maternal-health work groups and incentives. Department of Health Division Director Shea Holloway followed with an overview of Florida’s maternal and child health programs and data. She cited Florida CHARTS data showing pregnancy-related deaths, severe maternal morbidity, and infant mortality trends, and described the Title V block grant, the Maternal Mortality Review Committee, the Florida Perinatal Quality Collaborative, the electronic prenatal risk screen, Healthy Babies, BH Impact for perinatal mental health, Healthy Start, WIC, family planning, telehealth maternity care, and the Pregnancy Care Network. Senators asked about delays in mortality review reporting, preterm birth, substance use disorder in pregnancy, WIC participation, cesarean rates, and the impact of the abortion ban; Holloway said the department is continuing to monitor outcomes, expand screening and telehealth, and use data and hospital partnerships to improve care. The committee then adjourned without further business.
FL
Transcript Highlights:
  • IN FACT WE HAVE GOOD ALGORITHMS THAT DIAGNOSE THAT AND SAY THAT.
Keywords: 999, senate, all
TX

Texas 89th Regular

State Affairs Feb 24th, 2025

State Affairs

Transcript Highlights:
  • from gambling, or the sweatshops dedicated to acquiring Texas lottery tickets with sophisticated algorithms
  • The QR code algorithm was loaded on handheld devices developed by the Laurier couriers. that would generate
  • this bill we had it passed last year by Senator Paxton, we appreciate her doing that, but we feel discriminated
Summary: The meeting was a crucial session for discussing several important bills including SB992, which aims to establish a clear time frame for the Attorney General's approval on outside legal counsel for state agencies. Senator Nichols presented the bill, emphasizing its necessity for timely responses to ensure efficient legal processing. Another notable discussion centered around SB523, which seeks to allow parole and probation officers to use a business address on their driver's licenses for safety and security purposes. This bill passed favorably out of the committee, with public testimony supporting the need for such provisions due to the risks these officers face.
NH
Transcript Highlights:
  • <00:34:23.599> tokens<00:34:24.159> government<00:34:24.480> asset algorithmic tokens
  • government asset algorithmic tokens government asset governance<00:34:25.919> assets<00:34:26.800
  • It doesn't apply to things like algorithmic stable coins, which there is a Department of Treasury study
  • It doesn't apply to things<01:55:06.560> like<01:55:06.960> algorithmic<01:55:07.679>
  • > stable<01:55:08.000> coins, things like algorithmic stable coins, things like algorithmic
Keywords: 1189, house, all
Summary: The commission met on November 12 and first approved the September 17 and October 15 draft minutes unanimously after brief discussion. Members also identified themselves for the record, including a new member from Bumpsk Bank, a staff attorney from the Secretary of State’s Bureau of Securities Regulation, a prior crypto commission participant, and a uniform law commissioner involved in tokenization projects. The main presentation was by UNH law professor Seth Orinberg, who discussed the federal GENIUS Act and the pending Clarity Act and how they affect New Hampshire’s options in the digital asset space. He described the GENIUS Act as governing payment stablecoins/stable tokens, defining them as blockchain-based assets used primarily for payments, redeemable for a fixed amount of national currency, and required to maintain stable value. He said the law creates three possible state roles: hosting federally qualified issuers, becoming a state qualifier for issuers up to a $10 billion threshold, or exploring state-backed issuance as a sovereign. He noted that the state-qualification path would require conforming legislation, examination capacity, and coordination with Treasury, while the sovereign-issuer theory is legally uncertain and may become a test case. Orinberg also outlined the core compliance framework he said applies to covered issuers: 100% reserve backing in high-quality liquid assets, monthly public reserve reporting, no yield or interest-like rewards, segregation of reserve assets, immediate redemption at face value, and anti-money-laundering/know-your-customer obligations. He then turned to the Clarity Act, describing it as a broader market-structure bill that would create categories such as digital asset, digital commodity, digital security, and ancillary asset, with self-certification procedures for issuers. He said the two federal laws together would separate payments from investments, preempt inconsistent state standards for covered payment stablecoins, and likely reshape the boundaries of state authority over digital assets.
NH
Transcript Highlights:
  • Um, so it's backed by Bitcoin with its proof-of-work consensus algorithm.
  • <01:19:16.679> that's proof of work consensus algorithm that's proof of work consensus algorithm
  • 20:41.679> is<01:20:41.840> backed<01:20:42.159> by<01:20:42.280> an algorithm
  • uh yeah in in a way you could algorithm uh yeah in in a way you could put<01:20:47.080> it<01
  • <01:27:24.239> which<01:27:24.600> Normal complex algorithms which Normal complex algorithms
Keywords: 928, house, all
Summary: The House Commerce Committee opened a public hearing on House Bill 310, sponsored by Representative Keith Ammon, which would create a study commission to develop a legal framework for stable tokens and tokenized real-world assets. Ammon described stable tokens as blockchain-based digital tokens backed by U.S. dollars or treasuries, and tokenized real-world assets as representations of ownership in items such as gold, real estate, or artwork. He said the bill is intended to help New Hampshire get ahead of emerging financial markets while waiting to see how federal legislation develops. Committee members asked about the purpose of the bill, the difference between this proposal and Bitcoin, whether state regulation could be preempted by federal law, and whether the commission could be balanced and avoid becoming a vehicle for fraud or money laundering. Ammon said the proposal is blockchain-agnostic, could apply to multiple networks, and is meant to regulate asset-backed tokens rather than create a state-issued coin. He emphasized that the state would not be guaranteeing the underlying assets, but would set rules requiring audits, proof of reserves, and honest representation of backing, with the Secretary of State’s securities office involved in oversight. Several members raised concerns about the risks of stablecoins, including money laundering, tax evasion, and possible harm to the dollar or confusion about whether the state was endorsing a new currency. Ammon responded that the bill would not undermine the dollar and argued that tokenization could actually expand demand for U.S. currency by making it easier to use globally. He also said the state would not be in the business of weighing assets or directly valuing them, only ensuring a valid audit trail and one-to-one backing. The discussion ended with general agreement that the subject is complex and that a commission could help develop future legislation, but no vote or final action was taken in the hearing.
NH
Transcript Highlights:
  • Fish and Game would then assess, do their algorithm, and discuss with them and call us, which happens
  • Fish and Game has thresholds that they set and a whole entire decision algorithm for when the risk is
  • Fish and Game would then assess, do their algorithm, and discuss with them and call us, which happens
  • It's spelled out in laws and rules, and we actually use our decision-making algorithm.
  • It's spelled out in laws and rules, and we actually use our decision-making algorithm.
Keywords: 928, house, all
Summary: The Environment and Agriculture Committee held an introductory orientation for members, many of whom were new or newly assigned to the committee. Leadership emphasized that the committee is intended to operate in a nonpartisan, collaborative way, and members introduced themselves and described their backgrounds in farming, gardening, food service, environmental work, water and waste issues, veterinary work, and related fields. Several members noted personal ties to homesteading, livestock, orcharding, food security, landfill concerns, and animal welfare, while others said they were eager to learn the committee’s work. The chair then reviewed committee procedures and expectations. Members were told the committee would generally meet on Tuesdays, with hearings starting around 10 a.m. and often running until about 4:30 p.m., and that absences, substitutes for executive sessions, and email communications would be handled through House rules and the committee’s email system. The chair also covered decorum rules for live-streamed meetings, including professional dress, limiting food and drink at the table, and giving full attention to witnesses. Members were reminded that legislative emails are subject to public records laws and that the committee may soon transition to a new email domain. The chair also explained logistics such as bill folders, committee room storage, and emergency procedures for evacuation or shelter-in-place. No bills were debated or voted on in this meeting, but the chair noted that the committee already had roughly two dozen bills pending, including animal welfare, landfill, policy, and cat-and-dog related measures. Members were told to expect a broad mix of topics beyond agriculture, including solid waste and animal-related legislation.
CA

California 2025-2026 Regular Session

Assembly Floor Session Jun 2nd, 2025

California House Floor Meeting

Transcript Highlights:
  • For years, companies have been using illegal price fixing algorithms that have created market monopolies
  • That doesn't discriminate whether or not you have legal status.
  • Assembly Bill 932 by Assemblymember Irwin and An act related to discrimination.
Keywords: 988, house, all
CA

California 2025-2026 Regular Session

Assembly Floor Session Jun 2nd, 2025

California House Floor Meeting

Transcript Highlights:
  • For years, companies have been using illegal price-fixing algorithms that have created market monopolies
  • experience in Southern California, and as we know, if you are impacted by a disaster, that doesn't discriminate
  • Assembly Bill 932 by Assembly Member Irwin and others, relating to discrimination.
Summary: The Assembly met on May 23, 2025, established a quorum after a roll call, and proceeded through a long House of Origin floor session with prayers, the Pledge of Allegiance, and routine parliamentary actions. Early in the day, a motion by Assembly Member Gallagher to suspend the rules and take up AB 12 immediately failed on a 18-39 vote. The chamber then moved through the daily file, with many measures passing by wide margins, often with bipartisan support and little or no opposition. Among the notable bills discussed were measures on law enforcement oversight and records access (AB 847), CalFresh data-sharing exemptions (AB 593), campus-area housing for students and staff (AB 893), insurance and wildfire hardening updates (AB 1), missing middle housing code changes (AB 6), tribal peace officer status in a pilot program (AB 31), utility bill analysis before new mandates (AB 61), fairgrounds funding (AB 258), Diwali as a state holiday (AB 268), labor and worker organizing rights (AB 288), algorithmic price-fixing and antitrust enforcement (AB 325), elections and jail voter information (AB 331), protections for judges and court personnel (AB 343 and AB 352), school construction procurement (AB 361), school-zone speed limits (AB 382), transit worker protections (AB 394), blue carbon coastal mitigation (AB 399), K-9 standards for law enforcement (AB 400), livestock carcass composting (AB 411), translation of housing materials (AB 413), immigrant educational rights notices (AB 419), gun violence restraining order implementation (AB 451), special education and child care measures (AB 560 and AB 563), cannabis tax relief (AB 564), and disability access protections for businesses (AB 649). Several bills addressed housing, energy, public health, and public safety, and many authors emphasized affordability, transparency, and administrative efficiency. The session also included several ceremonial or recognition items, including ACR 73 declaring Italian American Heritage Month, which was adopted by voice vote after 65 coauthors were added. Most measures were approved overwhelmingly, though a few drew some dissent, including AB 421? no—AB 399 passed 42-30, AB 450 passed 49-6, AB 461 passed 49-8, and AB 621 passed 58-0. The transcript ends partway through AB 772, which was introduced as an educational equity bill addressing cyberbullying after school hours, but the remainder of that item is not included in the provided text.
TX
Transcript Highlights:
  • Back to Senate Bill 1962, I'm optimistic because we look at the data. actually even have an algorithm
  • Without fear of discrimination or erasure, schools should be places where all students regardless of
  • The pride flag shows partiality to a special group, and showing partiality to one group discriminates
MN

Minnesota 2025-2026 Regular Session

House Capital Investment Committee 3/3/26

Capital Investment

Transcript Highlights:
  • This could be a one-and-done because once I knew how high mine was, they do have algorithms that will
  • 36:11.920> have knew how high mine was, they do have knew how high mine was, they do have algorithms
  • 13.119> show<00:36:13.200> you<00:36:13.440> how<00:36:13.680> long algorithms
  • that will show you how long algorithms that will show you how long it<00:36:14.079> takes<00:
Keywords: 1183, house
Summary: The meeting was a PFAS-focused hearing of the Capital Investment Committee, with members informally discussing the scale of PFAS cleanup costs, possible Minnesota-made removal technology, and even committee birthday treats before the testimony began. No formal votes or motions were taken in the portion provided. The chair also noted the committee was waiting on a computer/cable issue before starting the presentation. The main testimony came from Sandy Wyn, co-chair of the Great Lakes PFAS Action Network, who described how PFAS contamination affected her Michigan community. She recounted that her private well tested at extremely high PFAS levels after a state visit, linked the contamination to Wolverine Worldwide’s historic dumping practices, and said the pollution spread through groundwater and municipal systems. She emphasized that PFAS are widespread in consumer products, firefighting foam, wastewater biosolids, and agriculture, and argued that the chemicals’ persistence makes them difficult to manage once released. Wyn said PFAS exposure is associated with health problems including cholesterol issues, liver and thyroid damage, kidney cancer, low birth weight, and reduced vaccine response in children. She told members she had her own blood tested, later developed thyroid cancer, and said a local child had very high PFAS levels and vaccine complications. Members asked for supporting studies, and she referenced the C8 study and other research. She urged stronger product restrictions, labeling, blood and water testing support, caution around biosolids, and continued efforts to reduce PFAS use, while acknowledging some limited uses may still be necessary in critical applications like military firefighting foam or medical devices.
KY
Transcript Highlights:
  • five to one, and then find out it pays 9 to 5 because a ton of money came in from some computer algorithm
  • c> ton of money that came in at some ton of money that came in at some computer<00:31:21.200> algorithm
  • computer algorithm computer algorithm uh<00:31:22.960> group<00:31:23.360> that<00
Keywords: 958, all
Summary: The committee approved the minutes from its August 21 meeting and then received an update from Kentucky Horse Racing and Gaming Corporation leadership on implementation of Senate Bill 299 and House Bill 566. Jamie Eids and staff described the agency’s new structure after charitable gaming was brought under the corporation, including new divisions, staffing, banking, payroll, insurance, procurement, and reporting systems. They also unveiled the corporation’s new logo and tagline, and said the transition had been designed to avoid interruption for charities, licensees, and racing operations. A major focus was the fee structure required by House Bill 566. Eids outlined current licensing fees across racing, sports wagering, and charitable gaming, compared Kentucky’s fees with other states, and recommended keeping the status quo for one more year because the agency has only recently brought all three components fully in-house. Members asked about whether charitable gaming had harmed veterans’ groups or other nonprofits, whether any revenue should be transferred back to the state, and whether the charitable gaming licenses cover one-off raffles as well as standing operations. Eids said she had not heard complaints, said the licenses include all such activity with some exemptions, and agreed to look at the question of future transfers. The committee then heard from Melissa Combs Wright on pari-mutuel wagering and Hannah Sims on sports wagering. They reported continued growth in historical horse racing, more than $11 billion in total pari-mutuel wagering in fiscal year 2025, over $10.5 billion in HHR wagers, and about $161 million in pari-mutuel tax revenue, with most of that supporting the general fund and horse-breeding development funds. They also said sports wagering has generated nearly $5 billion in wagers since launch, $73 million for the public pension fund, and more than $2 million for problem gambling services, while expanding to 13 retail locations and 92 additional sports events. Members raised concerns about players being cut off after winning, the lack of local government revenue sharing from gaming facilities, and the growth of computer-assisted wagering; the witnesses said they were reviewing CAWs and that Kentucky does not license poker rooms through the corporation.
KY
Transcript Highlights:
  • Um, the algorithms and all with how it's designed, they have had great success, and we had our first
  • uh<00:49:29.839> the medical school. um it it uh the medical school. um it it uh the algorithms
  • 49:32.160> it<00:49:32.319> of<00:49:32.559> how<00:49:32.720> it's algorithms
  • and all with it of how it's algorithms and all with it of how it's designed,<00:49:33.520> they
Summary: The interim Commission on Race and Access to Opportunity met at Kentucky State University and heard a presentation from President Kofi Aapo and Vice President Michael Dorsy on the university’s role as an HBCU and its current priorities. They emphasized Kentucky State’s impact on Black student outcomes nationally, its focus on workforce development, civic leadership, innovation, and economic mobility, and its efforts to grow enrollment, expand dual-credit partnerships, and launch a prison education program. They also described House Bill 250’s role in prompting program review and the creation or expansion of market-aligned offerings, including manufacturing engineering, agricultural engineering, biological and agricultural engineering, social work, criminal justice, and expanded online programs through “Thoroughbred Global.” A major topic was Kentucky State’s move toward STEM and applied programs. President Aapo said the university is diversifying beyond liberal arts to meet workforce demand and cited plans for a PhD in agroecology, which he said would help farmers adapt to climate conditions and would be federally funded. He also discussed the nursing program as the fastest-growing on campus, partnerships with health systems that pay tuition and guarantee jobs, and the need for a new nursing facility. He said the current nursing space is inadequate and that a new building could double or triple enrollment in the program. He also described a mobile health initiative intended to bring preventive care and health education to underserved areas of the state. Members asked questions about the nursing building, STEM strategy, teacher preparation, dual credit, prison education, and student readiness. Senator Bledsoe asked about the shift toward STEM, and Aapo said the strategy is based on student demand and data from House Bill 250. Senator Berg requested a list of dual-credit partners and encouraged long-term tracking of prison education participants to study outcomes such as recidivism; Aapo said the university has not yet begun that research but intends to. Senator Tidner asked about remedial needs, and Aapo said KSU found more than 100 students with zero GPAs when he arrived and is using co-requisite support and tutoring to address English and math deficiencies. Representative Brown and others highlighted the historical and ongoing value of HBCUs, and no votes or formal actions were taken during the meeting.
AR
Transcript Highlights:
  • EMV or swipe, reason being that when you tap that card without that direct touch, it generates an algorithm
  • Without that direct touch, it generates an algorithm.
Keywords: 1204, all
Summary: A joint House-Senate Insurance and Commerce meeting focused on the growing threat of financial fraud in Arkansas, with members hearing from bankers, the Attorney General’s office, the state bank and securities commissioner, the insurance department, AARP, and mortgage industry representatives. Witnesses described fraud as increasingly organized, technology-driven, and often transnational, with common schemes including spoofed bank calls and texts, fake websites and social media impersonations, business email compromise, gift card and wire scams, crypto kiosk fraud, check fraud, and mortgage/real estate fraud. Several witnesses emphasized that seniors are disproportionately targeted and that losses are often underreported because victims feel embarrassed or do not know where to report incidents. Testimony highlighted both state and national responses. Bankers and regulators pointed to Arkansas’s 2025 actions on crypto ATMs and elder-fraud education, including training for gift-card sellers and safe-harbor protections for banks under the Safe AR Act. The Attorney General’s Consumer Protection Division described its complaint process, a new financial fraud task force, and examples of recovered funds, including quick recoveries from Bitcoin kiosk scams and wire fraud cases. The American Bankers Association and others urged stronger accountability for telecoms and social media platforms, citing spoofed caller ID, impersonation ads, Section 230 issues, and the need for a national scam-prevention strategy or federal office. Artificial intelligence was identified as a major emerging risk because it can generate convincing scam emails, websites, and impersonation content at scale. Members asked about reporting procedures, whether banks reimburse fraud losses, how crypto affects recoverability, the safety of tap-to-pay versus chip use, and whether public online records contribute to fraud. Witnesses generally advised victims to report scams through the proper channels, avoid clicking links or responding to suspicious messages, and verify requests independently by contacting institutions directly. The committee also heard that banks and regulators are already sharing information and educating consumers, but that more legislative and cross-agency action may be needed. No formal vote or bill action was taken beyond approval of the November 3, 2025 minutes.
NM
Transcript Highlights:
  • The short answer is advanced AI algorithms that we are training to react to current conditions.
  • But it is all about the AI and the algorithms that will allow the trucks to make decisions in real time
NM

New Mexico 2025 Regular Session

IC - Legislative Health and Human Services Aug 19th, 2025

Legislative Health & Human Services Committee

Transcript Highlights:
  • And then the second is, what are other states doing in terms of regulating algorithmic denials?
  • Sorry to delegate, but yes, in terms of the algorithmic denials, I also, again, don't actually have an
NM
Transcript Highlights:
  • that is the truth, that's the actual fact, um, because it's, it's, they are all developed with algorithms
  • , and with those algorithms, somebody had to program that.
CA
Transcript Highlights:
  • All our loans are underwritten and subsequently serviced in-house by people, not algorithms.
  • CalVet's team has committed to ensure veterans from all walks of life are served. algorithms.
Summary: The Assembly Budget Subcommittee 5 on State Administration held an informational hearing on budget issues for the Department of Veterans Affairs, the Department of Cannabis Control, the Department of Consumer Affairs, the Commission on the Status of Women and Girls, and the California Arts Council. The chair noted there would be no votes. CalVet gave an overview of its programs serving veterans and families, including transition assistance, county veterans service officers, education approvals, housing and homelessness programs, home loans, long-term care homes, and state veterans cemeteries. Members asked about future long-term care needs for aging veterans, staffing and recruitment challenges at veterans homes, and the Yountville steam infrastructure replacement project, for which CalVet sought a $38.8 million reappropriation and said federal reimbursement was expected. CalVet also discussed the role of county veterans service officers in helping veterans file claims and avoid predatory unaccredited representatives. The Department of Cannabis Control described its regulatory role from seed to sale and requested one position to implement SB 1064’s combined activities license. Members and public witnesses focused heavily on the illicit cannabis market, enforcement staffing, and the impact of taxes and fees on the legal market. DCC said it had roughly 87 enforcement positions with about a 15% vacancy rate and more than 200 compliance staff. Its economist presented the 2024 cannabis market report, which found licensed production and retail quantity were up, but retail value and prices were down, with an estimated 11.4 million pounds of illicit production and about 60% of California consumption still coming from the illicit market. Industry witnesses argued the legal market is in crisis, urged repeal of the scheduled excise tax increase, stronger enforcement against illicit cannabis and hemp-derived intoxicants, and expanded retail access. The Department of Consumer Affairs briefly presented nine budget proposals, including a $2.6 million ongoing request to maintain a business modernization system for several boards and bureaus. The Commission on the Status of Women and Girls described its work on economic and educational equity, health care, violence prevention, student rights, and archival and outreach projects, and said its budget request would convert limited-term positions to permanent. A member urged the commission to narrow its priorities toward current issues such as affordability, child care, and women’s health. The California Arts Council outlined its role as the state’s only statewide arts funder and requested restoration of $5 million in local assistance; supporters testified that the funding would leverage additional local investment and help sustain arts access, especially in rural communities. The hearing ended after the non-presentation items were noted and no further public comment was offered.
NH

New Hampshire 2025 Regular Session

Senate Education (04/22/2025)

Education

Transcript Highlights:
  • New Hampshire's private discrimination.
  • <02:59:25.680> Students Discriminate based on ability.
  • The Constitution does not permit the state to aid discrimination.
  • They preserve their legal right to discriminate. And lastly, ELL students.
  • The word disability non-discrimination.
Keywords: 1191, senate, all
TX
Transcript Highlights:
  • impact on the grid for that connection, and they'll have to come up with a formula process or an algorithm
Keywords: 1185, senate, all