Video & Transcript Research : 'algorithmic discrimination'
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TX
Transcript Highlights:
- It doesn't mean that we believe in bullying or discrimination.
- It again, it doesn't mean that I support bullying or support hate or support discrimination or support
- DEI programs often include mechanisms for monitoring and addressing discrimination against students with
- And if a child does not, if a child is on the receiving end of hate, discrimination, or bigotry, then
- We have existing anti-bullying and discrimination laws on the books, and I believe those laws are strong
Bills:
SB1637, SB1, HB300, SB2601, SB37, HB2011, HB3595, HB3071, SB12, HB3372, SB457, HB2067, SB2337, SB447, SB1506, SB1566, SB763, HB3556, SB13, SB2018, SB331, SB379, HB145, SB441, SB2878, HB2885, HB2017, HB5246, SB8, SB2308, SB1540, HB 119, SB1405, SB3059, SB15, SB568
Keywords:
SB 1637, deadly conduct, Texas Penal Code, Section 22.05, firearm, gun, pointing a gun, recklessness presumption, peace officer, law enforcement, police, officer-involved shooting, use of force, justification, self-defense, defense of others, Chapter 9, criminal prosecution, Penal Code amendment, appropriations
NH
New Hampshire 2025 Regular Session
House Ways and Means (05/06/2025)
Transcript Highlights:
- might do, what a Hindu temple might do, what a mosque might do, and whether this unintentionally discriminates
- unintentionally I think u discriminates unintentionally I think u discriminates against<00:17:15.760
- The reason I don't think it discriminates is because it's in that same, you know, it's talking about
- Um, so I think that's why it doesn't discriminate if there's additional things and, you know, because
- But I don't think this discriminates. If I'm not a lawyer, thank God. Oh, sure. Yes. Thank you.
Summary:
The committee met in work session and focused only on SB 291; SB 249 and SB 83 were postponed for at least two weeks, and the chair said there would be no meeting next week. The chair also announced a deadline of the 22nd for clearing out drawers and lockers, and reminded members about a field trip to Nashua the next day and mileage paperwork for attendees.
For SB 291, the chair distributed Amendment 2025-1925H, explaining that it was intended to simplify the bill and address concerns about church parsonages by allowing a church to rent out a parsonage and apply the net income to a pastor’s housing allowance. Members discussed whether the language could unintentionally exclude non-Christian denominations, whether the bill was too narrow, and what guardrails would prevent abuse. Several members said the amendment was clearer and supported it, while one member preferred retaining the bill for more study.
The discussion also touched on how “church” and “parsonage” are defined under existing law and IRS rules, with the chair and others saying the language was broad enough and that no testimony from other religious groups had raised concerns. After the discussion, the chair took a straw poll showing support for the amendment and then closed the work session. In executive session, a motion was made and seconded to ought to pass SB 291.
CA
California 2025-2026 Regular Session
Assembly Arts, Entertainment, Sports, and Tourism Committee Apr 1st, 2025
Transcript Highlights:
- I'm not going to sanction discrimination against LGBTQ Californians, not now and not ever.
- If you are accepting federal funds, you are required not to discriminate based on sex, not gender identity
- school risk lawsuits under the False Claims Act, which again, for fraudulently agreeing not to discriminate
- on the basis of sex while discriminating against females by permitting males... ...discriminate on the
- basis of sex while discriminating against females by permitting males to take their spots?
Summary:
The committee met on April 1, 2025, first adopting its rules and then taking up AB 89, a bill to require CIF to align girls’ high school sports with federal policy and restrict participation to biological females. The author and supporters argued the bill was needed to protect fairness, safety, privacy, and competitive opportunities for girls, citing individual student-athlete stories and examples of transgender participation. Opponents, including parents, athletes, advocates, and technical witnesses, argued the bill would stigmatize transgender youth, invite invasive scrutiny and harassment, and solve a problem they said was extremely rare or unsupported by data. After lengthy public testimony and debate, the committee rejected AB 89 on a 2-7 vote and sent it to the Committee on Education as a failed motion.
The committee then heard AB 844, a related measure framed by the author as restoring competitive integrity, protecting student privacy, and bringing California into compliance with Title IX and federal directives. Supporters, including Matt Walsh and a student athlete who said she lost a varsity spot to a transgender student, argued that sex-based sports rules are necessary because biological males retain athletic advantages and that California risks federal funding if it does not change course. Opponents, including educators, parents, LGBTQ advocates, and trans youth, said the bill would increase bullying, harassment, and exclusion, and that existing policies have worked without evidence of harm from transgender athletes. Public comment was again heavily divided, with many speakers on both sides. The transcript ends during public testimony on AB 844, before any final committee vote or action is shown.
NH
New Hampshire 2025 Regular Session
House Criminal Justice and Public Safety (03/19/2025)
Criminal Justice and Public Safety
Transcript Highlights:
- c> I'm<00:28:33.360>
completely He said that when it comes to fees, the essence of discrimination - is treating people who discrimination is treating people who are<00:28:52.320>
similarly <00:28 - <00:29:22.919>
throughout <00:29:23.799>the <00:29:24.159>criminal discriminating - throughout the criminal discriminating throughout the criminal code<00:29:26.000>
uh <00:29:26.399 - He said that having said that, he also sees the discrimination argument differently: when everyone gets
TX
Transcript Highlights:
- This bill does not. allow for any discrimination.
- Anti-black racial discrimination. is a problem. However, diversity, equity, inclusion is not.
- supporting teachers on how to prevent racial discrimination, or how to support a suicidal LGBTQ student
- The section ensures unconstitutional viewpoint discrimination. and will whitewash history at the expense
- That is not parental rights, that is government-mandated discrimination.
Keywords:
parental rights, education, social transitioning, diversity, equity, inclusion, school policy, student clubs, school district, grievance procedure, public education, diversity and inclusion, funding penalties, school libraries, library advisory councils, library materials, educational content, challenging materials, constitutional amendment, school choice
CA
California 2025-2026 Regular Session
Assembly Floor Session Jun 9th, 2025
California House Floor Meeting
Transcript Highlights:
- Founded during a time of exclusion, discrimination, and legal invisibility, the Sam Yip Association stood
- tradition of mutual aid during a time when Chinese immigrants. face exclusion, violence, and discrimination
- Bill stood on the front lines of fights for workers, rights, and against racial and discrimination in
AZ
Transcript Highlights:
- I oppose discrimination, but one of the things that gets me about Senate Bill 1013 is that it claims
- to only make decisions based on merit, but currently in Arizona law it is perfectly legal to discriminate
- I oppose discrimination, but one of the things that gets me about Senate Bill 1013 is that it claims
- to only make decisions based on merit, but currently in Arizona law it is perfectly legal to discriminate
Summary:
The House convened with prayer, the Pledge of Allegiance, approval of the journal, and recognition of the Doctor of the Day, Dr. May Modi. Members then spent much of the opening portion introducing guests and honoring Arizona Boys and Girls Club Youth of the Year candidates from across the state, along with a proclamation recognizing the Junior League of Phoenix for its civic service and volunteerism. The chamber also heard a personal privilege statement marking Denim Day and Sexual Assault Prevention and Awareness Month.
On the floor, the House first rejected Senate amendments to HB 2010 and appointed a conference committee. In Committee of the Whole, members considered several Senate bills and adopted do-pass recommendations on SB 1009, SB 1046, SB 1143, SB 1221 as amended, SB 1613, SB 1013, SB 1338, SB 1121 as amended, SB 1318, SB 1549, and SB 1786 as amended, while retaining SB 1270, SB 1400, and SB 1582 on the calendar. Testimony and debate focused on SB 1013’s merit-based hiring language and concerns about discrimination protections, SB 1338’s public benefits eligibility provisions, SB 1540’s fuel theft provisions and a related amendment, SB 1121’s radiation protection for health care workers, and SB 1318’s cleanup of conflicting breast cancer notification language.
The House then took up third-reading votes and passed SB 1113, SB 1193, SB 1448, and SB 1503, with SB 1503 receiving the required three-quarters vote for an emergency measure. Members also moved to not concur in Senate amendments to HB 2003 and appointed another conference committee. The day ended with adjournment until 10 a.m. the following day.
US
US Federal 2025-2026 Regular Session
Hearings to examine the rise of Antisemitism and supporting older Americans. Apr 30th, 2025 at 02:30 pm
Aging (Special) Committee
Transcript Highlights:
- AJC continues to be a leading voice for Jewish Americans in the fight against rising hate and discrimination
- only in my state, Maryland, but it's rising throughout our country. any act of hate or form of discrimination
- American Jews and black civil rights leaders have long worked together in the struggle against discrimination
- recognized the importance of standing up during the Civil Rights Movement, understanding that discrimination
MN
Minnesota 2025 1st Special Session
Press Conference: Announcing Legislation for Alzheimer’s Treatment Coverage - 03/11/25
Transcript Highlights:
- I also felt that this was a form of discrimination, that they were deciding that it was not worth it
- /c><00:09:55.360>
a <00:09:55.480>form <00:09:55.680>of <00:09:55.880>discrimination - <00:09:56.519>
that this was a form of discrimination that this was a form of discrimination
NH
New Hampshire 2025 Regular Session
House Education Policy and Administration (03/17/2025)
Transcript Highlights:
- Then in Roman 6, it adds that discrimination shall not be justified by special considerations for any
- <02:35:16.560>
regardless <02:35:17.080>of discrimination regardless of discrimination - <02:40:12.840>
if <02:40:12.960>we if it's a religious discrimination if we if it's - a religious discrimination if we end<02:40:13.279>
up <02:40:13.640>with <02:40:14.600> - <02:40:23.080>
against <02:40:23.439>purple they discriminating against purple they
Summary:
The committee first took up House Bill 695, relating to school districts and medically related grants. The sponsor argued the bill was vague and could undermine existing law, and another member said it would add an unnecessary mandate for school districts. The committee voted to recommend inexpedient to legislate, and the motion passed 18-0.
Next, House Bill 765, which would consolidate school administrative units and make superintendent jobs elected positions, was also recommended inexpedient to legislate. Members said the bill raised too many questions, could duplicate other legislation, and would move away from local control. That motion likewise passed 18-0. House Bill 768, allowing public school districts to contract with approved private schools, drew more debate. Supporters described it as a language cleanup and an expansion of educational opportunity, while opponents raised concerns about the placement of the language and pending Supreme Court cases. The committee voted 10-8 to recommend ought to pass, and then 10-8 to recommend ought to pass as amended, with a minority report noted.
The committee then considered House Bill 446, dealing with parental notice for non-academic surveys. An amendment was offered to make the Youth Risk Behavior Survey opt-in rather than opt-out. Supporters said parents should be informed and should choose whether their children participate, while opponents argued the survey is an important tool for mental health data, grants, and school programming, and that opt-in would reduce participation and data quality. The amendment passed 10-8, and the bill as amended also passed 10-8, with a minority report noted.
Finally, the committee began House Bill 741, which would allow parents to send children to any school district they choose and expand open enrollment. The sponsor described it as broadening choice and keeping public funds in public schools, and an amendment was proposed to restore provisions for children of military personnel. Discussion on the amendment began, but the transcript cuts off before any vote on House Bill 741 or the amendment.
OK
Oklahoma 2026 Regular Session
Health and Human Services Oversight REVISED: SB1304 - Added Apr 15th, 2026 at 03:00 pm
Health and Human Services Oversight
Bills:
SB1983, SB444, SB1503, SB1561, SB592, SB1501, SB1946, SB1567, SB1833, SB2026, SB904, SB2178, SB1651, SB1558, SB1565, SB1553, SB1257, SB65, SB1749, SB1242, SB1642, SB640, SB667, SB1436, SB1484, SB1562, SB1794, SB1644, SB1533, SB933, SB1555
Keywords:
SB1983, foster care, resource family partner, resource family partners, Department of Human Services, DHS, child welfare, foster homes, foster children, placement data, data sharing, de-identified data, aggregated data, sibling groups, placement disruptions, foster parent recruitment, foster parent retention, private child-placing agency, Title 10A, Oklahoma
NH
Transcript Highlights:
- law and covers which is discrimination law and covers which is already<01:51:18.480>
covered < - This bill puts an end to relationship discrimination. Mr.
- <02:00:15.920>
against <02:00:16.320>our <02:00:16.639>protected discriminating - , and discrimination as a queer person, but<03:03:04.160>
these <03:03:04.479>are <03:03 - I know that being out means I'll face hatred, scorn, and discrimination.
MN
Minnesota 2025-2026 Regular Session
Committee on Health and Human Services - 04/01/25
Health and Human Services
Transcript Highlights:
- For nearly a decade, anti-discrimination language for medical cannabis patients has existed in statute
- For nearly a decade, anti-discrimination language for medical cannabis patients has existed in statute
- For nearly a decade, anti-discrimination language for medical cannabis patients has existed in statute
- They experience stigma and isolation due to discrimination in schools, workplaces, and communities.
- in schools, workplaces, discrimination in schools, workplaces, and<01:26:09.000>
communities.
CO
Colorado 2026 Regular Session
Colorado House 2026 Legislative Day 031 Feb 14th, 2026
Colorado House Floor Meeting
Transcript Highlights:
- But Robinson's journey began in the Jim Crow South, where racial discrimination shaped...
- in the Jim Crow South<00:24:58.799>
where <00:24:59.120>racial <00:24:59.600>discrimination - <00:25:00.480>
shaped South where racial discrimination shaped her lifelong dedication to
Summary:
The House convened with a quorum, approved the journal from February 12 as corrected, and heard several announcements and recognitions. Representative Joseph introduced the day’s “hidden figure,” Glenda Strong Robinson, a Boulder civil rights and faith leader, who was recognized by the chamber. Members also received announcements about an upcoming water education event, the Senate memorial for Senator Winter, scheduled duress alarm installations in member offices, and the House closure on Monday, February 16, for Presidents Day.
Committee reports were received from Education and Agriculture, Water and Natural Resources. The Education Committee reported House Bill 1029 favorably to Appropriations and House Bill 1090 with amendments and a favorable recommendation to the Committee of the Whole. The Agriculture, Water and Natural Resources Committee reported House Bill 1034 with amendments and a favorable recommendation to the Committee of the Whole. The chief clerk also noted a printing report.
The House then introduced three bills: House Bill 1210, concerning limiting the use of intimate personal data to make inferences affecting a person’s financial position; House Bill 1211, concerning regulation of broadband services by the Public Utilities Commission; and House Bill 1212, concerning the authority to carry a handgun. Each was assigned to the appropriate committee. The chamber then adjourned until Tuesday, February 17, 2026, at 10:00 a.m.
FL
Florida 2025 Regular Session
Children, Families, and Elder Affairs Mar 19th, 2025
Transcript Highlights:
- FAITH-BASED CONTENT IN BATTERERS PROGRAM OR ANY PROGRAM IS UNCONSTITUTIONAL AND IT IS VIEWPOINT DISCRIMINATION
- PROBABLY OVERTURNED DECADES OF PROVEN SUCCESS AND LONG HAND HELD STANDARDS AMOUNTING TO CLEAR DISCRIMINATION
- CORRECT THIS TO YOUR OLD INJUSTICE RESTORE DECADES OF SUCCESS AND SEND THE MESSAGE FLORIDA DOES NOT DISCRIMINATE
VT
Transcript Highlights:
- The working group on student protections from harassment and discriminations in schools was charged with
- It is important to emphasize that the intention is not to penalize victims of harassment or discrimination
- , dealt with with discrimination, dealt with with discrimination, um<01:25:12.440>
I <01:25 - These behaviors are important to regulate, and it does not discriminate based on the many hundreds that
- regulate, and it does not discriminate regulate, and it does not discriminate based<01:31:44.080
Summary:
The House opened with a devotional reflection on Nowruz, the Persian New Year, emphasizing renewal, spring, and the challenges facing Iranian families amid conflict. The speaker connected the holiday’s themes of hope and responsibility to Vermont and democracy, then the chamber moved to routine business, including first readings and referrals of five House bills: H.945 on hemp products, H.946 on utility advertising and costs in rental agreements, H.947 on a residential universal design building code, H.948 on membership of the Retired Employees Committee on Insurance, and H.949 on homestead and non-homestead property tax yields and technical education finance changes. Three Senate bills were also read and referred: S.189 on hospital service reductions, S.203 on penalties for repeat DUI offenses, and S.313 on transforming Vermont’s career technical education system.
The House also recognized several guests and announcements, including family members of members, airport employees, a UVM student intern, and visitors from Brazil. A House concurrent resolution, HCR 168, was read and congratulated Girl Scout Troop 60336 of Milton on earning the Bronze Award for a community garden project that improved accessibility through rain barrels and raised beds. The resolution highlighted the troop’s leadership and the role of its co-leaders, and the chamber applauded the guests in attendance.
The main floor action centered on House Bill 642, relating to youthful offender proceedings, where Representative Booton of Barre City offered an amendment to stop the scheduled expansion of Raise the Age to 20-year-olds. Supporters argued the change would preserve current treatment of 18-year-olds while preventing an automatic expansion they said could strain the system and raise public safety concerns; opponents, including the Judiciary Committee, urged waiting for required Department for Children and Families reports due in 2026 before making changes. After debate, a roll call vote was taken on the amendment, with members calling the roll as the vote proceeded.
MN
Transcript Highlights:
- Many of us felt heavily discriminated against by the school board's decision.
- As Native Americans, we are often in the minority and encounter discrimination, bigotry, and ignorance
- 27:01.080>
heavily population many of us felt heavily population many of us felt heavily discriminated - against by the school discriminated against by the school board's<00:27:03.520>
decision <00:27 - minority and encounter discrimination minority and encounter discrimination bigotry<00:27:13.399
MN
Minnesota 2025-2026 Regular Session
House Education Policy Committee 2/19/25 - Part 2
Education Policy
Transcript Highlights:
- Like, that just leads it up for a lot of discrimination that could happen.
- that could happen that's discrimination that could happen that's a<00:16:06.839>
lot <00:16:07.000 - Like, that just leads it up for a lot of discrimination that could happen.
- Eighty percent of trans people have faced discrimination.
- Fifty-seven percent of people agree that transgender people face more discrimination than other people
CA
California 2025-2026 Regular Session
Assembly Floor Session May 14th, 2026
California House Floor Meeting
Transcript Highlights:
- It exposes the truth about discrimination. It is often neither loud, nor is it obvious.
- It acknowledges that discrimination hides behind neutrality, and it is fed by apathy and indifference
- laws, literacy tests, grandfather clauses, white primaries, good character clauses, and felony discrimination
- Work to undo decades of discrimination and racism in the form of redlining, over-policing, intentional
- And that man had been discriminated against.
Summary:
The Assembly convened after initially lacking a quorum, then completed the prayer, Pledge of Allegiance, journal motions, and a long series of procedural actions, including suspending rules to move bills and approve a large Appropriations Committee hearing list. Members also made several guest introductions, including Shannon Lee, district staff from Assemblymember Jeff Gonzalez’s office, and later guests tied to agritourism and education recognitions.
The floor debate centered heavily on AJR 31, a resolution urging Congress to restore and strengthen the Voting Rights Act of 1965. Supporters argued that recent Supreme Court decisions and redistricting efforts in other states were weakening Black and other minority representation and that California should take a clear stand for voting rights. Opponents argued the measure promoted racial division, conflicted with equal protection principles, and that districts should be drawn based on place or communities of interest rather than race. After a contentious debate with repeated parliamentary warnings over decorum, the Assembly suspended the rules to take up the resolution, added coauthors, and passed AJR 31 by a vote of 58-8.
The Assembly then moved through a series of bills and resolutions, generally approving them with little or no opposition. These included AB 2341 clarifying emergency language translation rules for local agencies; AB 1816 extending court supervision for certain sex-offender rehabilitation programs; AB 2561 protecting consumer privacy settings on phones and digital devices; ACR 167 recognizing World Agritourism Day; ACR 190 recognizing California Day of the Teacher; AB 1581 improving identification of Native American students in public schools; AB 1586 requiring opioid overdose prevention training for school resource officers and safety planning; AB 1665 requiring mental health training for school coaches; AB 1693 streamlining retail tenant-improvement permitting; AB 1768 authorizing a local tax measure related to health funding; AB 1712 facilitating a water-system sale for Santa Fe Springs; AB 1792 addressing sexually exploitive AI imagery in health education; and AB 1822 prioritizing school projects that address extreme heat. Most measures passed overwhelmingly, several unanimously, and the resolution on agritourism and the teacher day were adopted by voice vote.
TX
Transcript Highlights:
- that is necessary to alleviate the symptoms. gender dysphoria unconstitutionally and unlawfully discriminates
- care for minors in Texas, the purpose of this bill. seems to be to further enshrine anti-trans discrimination
- among trans youth, we are just committee. to not pass this bill or further enshrine anti-trans discrimination
- The few folks that do have regret about this usually cite discrimination, public pressure, and rejection
- The care as a whole, or even that person facing discrimination, the way I don't know their full story
Bills:
HB 1239, HB1990, HB1748, HB1749, HB2578, HB2986, HB1970, HB3163, HB2733, HB1922, HB 113, HB 1088, HB1938, HB3004, HB2637, HB2960, HB113
Keywords:
public health, access to healthcare, insurance reforms, medical expenses, healthcare providers, mental health, protective custody, preliminary examination, detention period, emergency circumstances, emergency detention, legal framework, detention, healthcare, liability, landowners, nonagricultural land, trespassing, public safety, interpreters