Video & Transcript Research : 'algorithmic discrimination'
Page 6 of 162
TX
Transcript Highlights:
- It was the TikTok blackout challenge, which algorithmically encourages its use.
- Can you speak to any of how those algorithms work, how anybody who is watching might feel like, well,
- You know, first as it relates to algorithms broadly, there's two buckets on that.
- I have seen some messages, but I will say my algorithm, or not my algorithm, my messaging on Instagram
- We deserve to be protected against discrimination on the basis of our sex and identity.
Keywords:
social media, children, account verification, data privacy, parental control, financial crime, card fraud, motor fuel theft, law enforcement, criminal activity, skimmers, prevention, training, biological sex, government information, definitions, sex-based distinctions, public health, federal directives, state authority
Summary:
The committee took up House Bill 186, which would require social media platforms to verify users are 18 or older before allowing account creation. Invited witnesses in support, including Mary Elizabeth Castle and David Dunmoyer, argued the bill would protect children from harmful algorithms, addictive design, bullying, sexual exploitation, and mental health harms, and emphasized parental rights and the idea that minors should not enter binding contracts with platforms. Committee members questioned them about how algorithms work, whether parents could realistically monitor content, and whether the bill would still allow educational use; the witnesses said the bill was narrowly aimed at harmful social media use and not educational content.
Public testimony on HB 186 was largely in opposition, though several student witnesses said they supported the bill’s goals but wanted the age lowered to 16 or the bill amended to allow parental consent or joint accounts. Opponents argued the bill would be ineffective because teens could bypass age checks, would cut off access to educational tools, school communications, recruiting and NIL opportunities, and would burden free speech and privacy. Some witnesses also said social media helps teens with mental health, community, and creative or professional opportunities, while others warned the bill could disproportionately harm disabled and marginalized users. After public testimony closed, HB 186 was left pending.
The committee then heard House Bill 5138, which Chairman Hughes said would respond to a court ruling limiting the Attorney General’s authority to prosecute election crimes unless invited by local prosecutors by changing the statute to require AG prosecution. Public testimony on HB 5138 was brief and opposed by at least one witness who argued it would further erode local control and expand state preemption. The bill was left pending after testimony.
Finally, the committee heard House Bill 3225, a library bill aimed at keeping sexually explicit books and materials out of children’s sections in municipal libraries and requiring age verification for checkout, including digital access, with parental consent and other revisions added in the House. Supporters said the bill would protect children from explicit material and keep such content in adult sections, while opponents argued it would amount to censorship, be costly and difficult to implement, and could be used to target LGBTQ+ or other marginalized content. Library workers, parents, students, and advocates testified that existing library sections already separate age-appropriate materials and that the bill could reduce access to books, burden libraries, and infringe on parental choice and free expression.
NM
New Mexico 2025 Regular Session
House - Health and Human Services Feb 5th, 2025
House Health & Human Services
Transcript Highlights:
- Our next bill up is House Bill 78, Prohibit Discrimination Against 340B Entities. Your time is up.
- And asked them how they use the algorithms.
- To ensure that there is not discrimination built into algorithms.
- the algorithms.
- I would say that's something we should be doing with this algorithm. All right, thank you. Mr.
CA
California 2025-2026 Regular Session
Assembly Privacy and Consumer Protection Committee May 1st, 2025
Transcript Highlights:
- Algorithms. I don't think people are sitting back there looking at comps.
- algorithms being used in every single industry.
- And so participation and, you know, you buy into the algorithm, you're using the algorithm, ...and so
- participation and, you know, you buy into the algorithm, you're using the algorithm, you're participating
- Workers face risks of bias, discrimination, and errors, usually without knowing how algorithms assess
Summary:
The committee heard several bills and took up multiple votes. AB 576, dealing with updates to California’s charitable fundraising platform registry after AB 488, was presented as a technical fix to help charities and platforms more quickly update eligible listings; there was no opposition testimony, and the measure was later moved on a due pass basis. AB 1160, on law enforcement drone programs, was presented with proposed amendments requiring U.S.-based data storage and limits on sharing or selling collected data; supporters said it would protect sensitive drone-collected information while preserving affordable drone use, while there was no opposition testimony, and it was also later passed out on a due pass as amended basis. AB 75, which would require insurers to give notice before collecting aerial images of homes and provide homeowners access to those images, drew support from the Department of Insurance and consumer advocates, while insurers opposed it unless amended, arguing aerial imaging is a cost-saving inspection tool and that the bill could worsen availability and affordability; the bill was moved to Appropriations on a due pass basis, with the roll held open for absent members.
The committee spent the most time on AB 325, which would address algorithmic price-fixing and collusion. The author and supporters argued that competitors using the same pricing software or algorithm to set prices can function as collusion even when the agreement is hidden behind code, and cited examples involving housing, frozen potatoes, gas pricing, and other industries. Opponents, including apartment, business, hospital, retail, chamber, and tech groups, said the bill was too broad, could sweep in lawful software and public-data market research, and might chill legitimate pricing tools, especially for small businesses and housing providers. Committee members raised concerns about clarity, intent standards, and whether the bill should focus more narrowly on nonpublic competitor data; despite those concerns, AB 325 was moved to Appropriations on a due pass basis, with the roll held open.
Later, AB 1221 was presented as a workplace surveillance bill that would prohibit certain invasive or discriminatory surveillance tools, require notice to workers, limit sharing of worker data, and require corroborating evidence before discipline based on surveillance outputs. Labor and consumer groups supported the bill, saying modern surveillance technologies can track speech, movement, emotion, and other sensitive traits and can be biased or abusive. The Security Industry Association opposed it, warning that the bill’s broad definitions could restrict legitimate security systems, emergency sharing with first responders, and employer responses to misconduct or unsafe behavior. The transcript cuts off before any final vote on AB 1221 is shown.
MN
Minnesota 2025-2026 Regular Session
House Workforce, Labor, and Economic Development Finance and Policy Committee 3/17/26
Workforce, Labor, and Economic Development Finance and Policy
Transcript Highlights:
- So first is algorithmic management, then electronic monitoring and human in the loop.
- So first is um algorithmic<01:17:28.880>
management, <01:17:29.440>then <01:17:29.679> algorithmic management, then electronic algorithmic management, then electronic monitoring- > electronic
- <01:21:03.760>
that <01:21:04.000>are feedback on algorithms that are feedback on algorithms - ,<01:31:50.960>
or would cause harm, discrimination, or would cause harm, discrimination,
Keywords:
HF1316, child support, new hire reporting, centralized work reporting system, independent contractors, payors, employers, payor of funds, withholding orders, income withholding, child support enforcement, Minnesota Department of Children, Youth, and Families, gig economy, rideshare drivers, delivery drivers, 1099, W-9, W-4, newly hired workers, rehired employees
TX
Transcript Highlights:
- Can you speak to any of how those algorithms work?
- You know, first, as it relates to algorithms broadly, there are two buckets on that.
- I studied my algorithm to understand how it worked so my content could do better.
- Texas Transgender Non-Discrimination Scholars.
- Longer just be discriminated against, but will no longer be welcome.
Keywords:
social media, children, account verification, data privacy, parental control, financial crime, card fraud, motor fuel theft, law enforcement, criminal activity, skimmers, prevention, training, biological sex, government information, definitions, sex-based distinctions, public health, federal directives, state authority
CA
California 2025-2026 Regular Session
Assembly Floor Session May 12th, 2025
California House Floor Meeting
Transcript Highlights:
- Unfortunately and incredulously, social media platforms continue to deny that their algorithms are ..
- The algorithm sent her this information.
- Just as I feel like the algorithms are responsible for serving a young lady obvious posts on extreme
- Why do some platforms choose to invest heavily in sending ads and developing algorithms to ensure kids
- To be clear, an algorithm in social media is an artificial intelligence system.
Summary:
The Assembly met in session, established a quorum, and opened with an Asian American and Pacific Islander Heritage Month ceremony. Members adopted House Resolution 35 recognizing May as AAPI Heritage Month, with extensive floor remarks from caucus leaders and members highlighting AAPI history, contributions, and solidarity with other communities. The chamber then honored 14 AAPI honorees from across the state, including public servants, advocates, artists, health professionals, and community leaders, before moving to the regular file.
On the floor, the Assembly passed a series of bills on social media harms to minors, labor privilege, foster care family-finding, low-impact camping areas, student body association governance, drink-spiking prevention at music festivals, behavioral health access, greenhouse gas recapture, physical therapy access, housing enforcement, insurance licensing, density bonus clarification, water district proxy voting, park district updates, secured transactions, and property tax relief during emergencies. Most measures passed with broad or unanimous support; notable votes included AB 2 on social media platform accountability passing 59-0, AB 1109 on union communications privilege passing 45-4, AB 409 on student body association open meetings passing 55-6, AB 518 on low-impact camping passing 55-0, AB 668 on drink-spiking protections passing 72-0, AB 348 on behavioral health access passing 69-0, AB 663 on HFC recapture passing 71-0, AB 574 on physical therapy access passing 68-0, AB 712 on housing enforcement passing 57-1, AB 943 on insurance pre-licensing reform passing 63-0, AB 87 on density bonus law clarification passing 63-0, AB 523 on Metropolitan Water District proxy voting passing 62-1, AB 769 on park district code cleanup passing 68-0, AB 771 on secured transactions passing 69-0, and AB 1416 on property tax installment deferrals passing 66-0.
The Assembly also took up AB 446, the Surveillance Pricing Protection Act, which would prohibit businesses from using personal data to charge different prices for the same product or service. Supporters described the practice as predatory and discriminatory, while noting ongoing concerns about preserving legitimate discounts and loyalty programs. The bill was presented as a consumer protection measure aimed at preventing hidden price discrimination and reducing cost-of-living pressures. The transcript ends amid repeated and partially duplicated readings of AB 446, without a final vote shown for that item.
HI
Keywords:
endangered species, sanctuaries, conservation, nonprofit organization, biodiversity, Hawaii, wildlife protection, elections, chief elections officer, termination for cause, Hawaii election law, elections commission, commercial drivers license, non-domiciled, federal regulations, commercial learner's permit, citizenship, lawful residency, Department of Transportation, workers' compensation
HI
Keywords:
endangered species, sanctuaries, conservation, nonprofit organization, biodiversity, Hawaii, wildlife protection, elections, chief elections officer, termination for cause, Hawaii election law, elections commission, commercial drivers license, non-domiciled, federal regulations, commercial learner's permit, citizenship, lawful residency, Department of Transportation, workers' compensation
HI
Keywords:
endangered species, sanctuaries, conservation, nonprofit organization, biodiversity, Hawaii, wildlife protection, elections, chief elections officer, termination for cause, Hawaii election law, elections commission, commercial drivers license, non-domiciled, federal regulations, commercial learner's permit, citizenship, lawful residency, Department of Transportation, workers' compensation
HI
Keywords:
endangered species, sanctuaries, conservation, nonprofit organization, biodiversity, Hawaii, wildlife protection, elections, chief elections officer, termination for cause, Hawaii election law, elections commission, commercial drivers license, non-domiciled, federal regulations, commercial learner's permit, citizenship, lawful residency, Department of Transportation, workers' compensation
HI
Keywords:
endangered species, sanctuaries, conservation, nonprofit organization, biodiversity, Hawaii, wildlife protection, elections, chief elections officer, termination for cause, Hawaii election law, elections commission, commercial drivers license, non-domiciled, federal regulations, commercial learner's permit, citizenship, lawful residency, Department of Transportation, workers' compensation
HI
Keywords:
endangered species, sanctuaries, conservation, nonprofit organization, biodiversity, Hawaii, wildlife protection, elections, chief elections officer, termination for cause, Hawaii election law, elections commission, commercial drivers license, non-domiciled, federal regulations, commercial learner's permit, citizenship, lawful residency, Department of Transportation, workers' compensation
HI
Hawaii 2026 Regular Session
House Chamber - Wed Apr 29, 2026, 6:30PM HST - Day 54
Hawaii House Floor Meeting
Keywords:
endangered species, sanctuaries, conservation, nonprofit organization, biodiversity, Hawaii, wildlife protection, elections, chief elections officer, termination for cause, Hawaii election law, elections commission, commercial drivers license, non-domiciled, federal regulations, commercial learner's permit, citizenship, lawful residency, Department of Transportation, workers' compensation
HI
Keywords:
endangered species, sanctuaries, conservation, nonprofit organization, biodiversity, Hawaii, wildlife protection, elections, chief elections officer, termination for cause, Hawaii election law, elections commission, commercial drivers license, non-domiciled, federal regulations, commercial learner's permit, citizenship, lawful residency, Department of Transportation, workers' compensation
LA
Transcript Highlights:
- Chairman and Members, this is House Bill 293 by Representative Boyd, relative to employment discrimination
- , to provide definitions, to provide for intentional discrimination in employment, and to provide for
- Look, I don't think anyone should discriminate against anyone for any of these reasons, but I do have
- I know you're not, you may not know this, but what is under federal law on anti-discrimination laws?
- Under federal law, anti-discrimination laws, does it preclude or does it prohibit discrimination based
Keywords:
employment discrimination, criminal history, rehabilitation, hiring process, human rights, gender identity, sexual orientation, workplace equality, labor rights, domestic abuse, unpaid leave, employee rights, workplace protection, mental health, survivor support, workers' compensation, employment benefits, claims process, fraud prevention, legal petition
HI
Keywords:
HB2271, Hawaii budget, emergency appropriation, public employment cost items, collective bargaining, labor grievances, temporary hazard pay, state employees, bargaining unit 1, bargaining unit 10, BU-1, BU-10, Department of Education, University of Hawaii, general fund, revolving funds, interdepartmental transfers, settlement agreement, arbitration award, court order
AL
Alabama 2026 1st Special Session
Alabama House Children and Senior Advocacy Committee Jan 21st, 2026
Children and Senior Advocacy
Keywords:
elder abuse, elder exploitation, financial exploitation, elderly person, senior abuse, probate, inheritance forfeiture, slayer statute, intestate succession, will contest, joint tenancy, right of survivorship, joint bank account, beneficiary designation, life insurance proceeds, estate law, Alabama probate law, vulnerable adults, senior advocacy, forfeiture of benefits
TX
Keywords:
public school funding, education, budget allocation, financial transparency, state law, local control, fiduciary responsibility, public retirement systems, investment management, proxy voting, financial factors, insurance, political shareholder proposals, fossil fuels, greenhouse gas emissions, environmental regulation, discrimination, credit extension, social credit, value-based standards
TX
Keywords:
public school funding, education, budget allocation, financial transparency, state law, local control, fiduciary responsibility, public retirement systems, investment management, proxy voting, financial factors, insurance, political shareholder proposals, fossil fuels, greenhouse gas emissions, environmental regulation, discrimination, credit extension, social credit, value-based standards
Summary:
The Senate Committee on State Affairs was called to order and a roll call showed most members present, with one absent. The chair explained that the committee had arranged witnesses for a later meeting but had received responses from some parties declining to testify, prompting Senator Bettencourt to offer a written motion for subpoenas.
The motion authorized the committee chair, under Senate Rule 11.20, to issue subpoenas to BlackRock, State Street, or other financial services companies affecting Texas public pension investments, along with their subsidiaries, affiliates, officers, employees, agents, or representatives. The subpoenas would require testimony and production of records concerning investment practices, the impact on Texas public pension funds, and any investments intended to further political or social causes.
Members discussed the importance of obtaining testimony and the limited but necessary use of subpoena power. The committee then voted, with 10 ayes, no nays, and one absent, to adopt the motion. With no further business, the committee recessed until the call of the chair, planning to return after the local calendar.
TX
Transcript Highlights:
- This viewpoint discrimination, plain and simple, has no place in Texas.
- Banks continue to discriminate on lending based on emissions.
- Moreover, banks that are too big to fail are too big to discriminate.
- And for a free market economy to be truly free, it must be free of discrimination.
- Moreover, banks that are too big to fail are too big to discriminate.
Keywords:
public school funding, education, budget allocation, financial transparency, state law, local control, fiduciary responsibility, public retirement systems, investment management, proxy voting, financial factors, insurance, political shareholder proposals, fossil fuels, greenhouse gas emissions, environmental regulation, discrimination, credit extension, social credit, value-based standards
Summary:
The committee heard Senate Bill 945, 946, 2044, 2819, 2403, 2337, and 312, with all bills left pending after testimony. SB 945 would restrict insurance companies from denying or limiting coverage based on oil and gas activity or ESG-related goals, and supporters argued it would protect Texas energy producers from politically motivated shareholder activism and insurance discrimination. SB 946 would bar creditors from using social credit, ESG, DEI, or religious/political affiliation as a basis for denying or limiting credit; witnesses said it would prevent viewpoint-based financial discrimination and protect access to capital for Texas businesses. SB 2337 would require proxy advisory firms to disclose when recommendations are based on non-financial factors or when they give conflicting advice to different clients; supporters said the measure would increase transparency and curb ESG-driven influence over shareholder voting. SB 312 would direct public retirement systems to focus on financial returns rather than social or political objectives, with the author saying the bill responds to activist pressure on pensions and would reinforce fiduciary duty.
The committee also took up election and ethics measures. SB 2044 would strengthen electioneering restrictions for publicly funded education institutions and personnel, prohibiting use of official resources to promote political agendas; testimony focused on alleged school district electioneering in bond and tax elections. SB 2819 would prohibit county elections administrators from holding certain officer positions appointed by elected officials, addressing potential conflicts of interest. SB 2403, the Texas Ethics Commission sunset bill, would restructure complaint handling with a three-tier violation system, risk-based complaint prioritization, longer response times, bipartisan preliminary review panels, and expanded hearing options; members discussed amendments aimed at dismissing minor complaints, clarifying categories, and adjusting lobbying and penalty provisions, but the amendments were withdrawn during committee consideration.
Across the ESG and finance bills, invited witnesses from the American Energy Institute, Heartland Impact, Consumers Research, ADF Action, Texas Civil Justice League, and related groups generally supported the measures, arguing that banks, insurers, proxy advisors, and asset managers have used ESG or reputational-risk standards to discriminate against energy, agriculture, firearms, and religious organizations. No opposition testimony was presented in the excerpt, and the committee closed public testimony on each bill and left them pending.