Video & Transcript Research : 'implicit bias'
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LA
Transcript Highlights:
- I've also heard a couple of conversations about bias, right? So the fiscal note and bias part.
Keywords:
survivor benefits, law enforcement, reserve officer, auxiliary officer, public safety, firefighters, medical expenses, dental expenses, disability benefits, Medicaid, dental coverage, healthcare access, medical necessity, Louisiana Department of Health, health insurance, provider agreements, contracting actions, participating facilities, network status, survivors benefits
LA
Transcript Highlights:
- I've also heard a couple of conversations about bias, right? So the fiscal note and bias part.
Summary:
The Senate Finance Committee met on May 18, 2026, with eight members present and began by noting the state’s projected REC budget deficit and the need to consider fiscal impacts carefully. The committee first advanced HB 12, which extends the $250,000 surviving spouse benefit to reserve officers killed in the line of duty. Members noted the bill is prospective and that it draws from the same capped fund as other related bills, but it was reported favorable without opposition. The committee also adopted an amendment and reported HB 874 favorable as amended; the bill allows colleges, technical schools, the Louisiana Bar Association, and additional credentials to be added to LA Wallet, with the amendment changing mandatory language to permissive language. HB 951 was then reported favorable, creating an employer-facing workforce unit within Louisiana Works, to be funded through repurposed state and federal funds and existing staff, with a floor amendment expected to rename the unit. The committee also reported HB 979 favorable with amendments after reducing the proposed increase in survivor benefits because members learned several bills were drawing from the same $5 million fund, and HB 1193 favorable as amended, after striking a section that would have extended IDIQ authority to supply contracts for CPR.
The committee then heard HB 909, which would require commercial payers to cover behavioral health crisis services. Representative Spell and LDH officials said the measure is intended to support crisis response centers and steer patients away from emergency rooms when appropriate, and they testified that it should be cost-neutral or absorbed within existing funding. Despite concerns raised by Senator Andrews about premiums, the bill was reported favorable after discussion of its potential savings and a possible pilot in Acadiana. HB 222, requiring Medicaid to cover dental procedures when needed to complete another medically covered procedure, was also reported favorable; LDH said it would absorb the cost within its existing budget and draw down federal matching funds. HB 291, which prevents health plans from penalizing hospitals when an out-of-network physician is involved in an otherwise covered hospital service, generated extensive debate over a disputed fiscal note and the No Surprises Act. OGB officials said any network “leakage” could cost the plan money, while supporters argued the policy is preventative and that the fiscal estimates were speculative. The committee adopted amendment 3941 to exempt OGB from the bill, then reported HB 291 favorable as amended.
Later, the committee took up HB 145, which expands the authority of the law enforcement and firefighter survivor benefit board to cover extraordinary medical and dental expenses. Because members learned it also draws from the same fund as HB 12 and HB 979, an amendment reduced the amount from $50,000 to $25,000, and the bill was reported favorable as amended. HB 430, a local bill for Lafayette to continue paying health insurance costs for surviving families of fallen officers until Medicare eligibility, was reported favorable. Finally, HB 821, which establishes the Louisiana Center for Safe Schools within the Louisiana Commission on Law Enforcement Administration and transfers related duties from the Governor’s Office of Homeland Security, was introduced and discussed as a move with a one-time general fund expenditure already included in HB 1. The committee then adjourned.
NM
New Mexico 2026 Regular Session
IC - Legislative Education Study May 1st, 2026
Transcript Highlights:
- who are concerned with the use of tech in public schools, including screen exposure, AI reliance, bias
- The algorithm scrapes the available articles on the internet, whatever the bias.
FL
Florida 2026 4th Special Session
February 10, 2026 - 09:00 AM
Transcript Highlights:
- Sarah Parker: A bias training done by Harvard, and I encourage all of you to actually do a bias training
FL
Transcript Highlights:
- agree with our board attorney and our consulting outside attorney, given the perception of there being bias
- agree with our board attorney and our consulting outside attorney, given the perception of there being bias
Keywords:
school district, real property, inventory, land use, education, video monitoring, safety, special education, parental rights, public education, school board rights, transparency, employment conditions, nondisclosure agreements, educational facilities, student safety, teacher accountability, physical plant, school design, construction standards
Summary:
The Education Pre-K-12 Committee considered several K-12 bills and resolutions. SJR 1104, by Senator Massullo, would place on the ballot a proposed constitutional amendment protecting voluntary religious expression in public schools; supporters said it simply codifies existing law and protects student and employee rights, while opponents warned it could entrench religious pressure and exclusion. The resolution was reported favorably. The committee also heard SB 1738, by Senator Yarborough, on educational facilities; an amendment removed crime-prevention-through-environmental-design language and adjusted transparency/safe-space provisions, and the bill was reported favorably as amended. SB 824, by Senator Truenow, was amended into a transparency measure requiring districts to submit annual reports on unimproved land holdings to DOE, and it was reported favorably. Appointments in tabs 7 and 8 were recommended for confirmation.
The committee then took up SPB 7036, a comprehensive education package by Chair Simon. The bill would expand educational emergency triggers, adjust Title I withholding uses, align charter school rules with school improvement processes, update safety and early learning provisions, expand literacy and math interventions, and revise educator pipeline policies. Members raised concerns about a provision that could allow the state to develop instructional materials; Simon said that section was still being considered and would need guardrails. The committee adopted a motion to submit the bill as a committee bill, and it was reported favorably.
SB 1620, by Senator Leak, proposed a “school board members’ bill of rights” giving board members direct access to district documents and staff, limiting district attorneys’ dual representation, strengthening nepotism rules, and prohibiting nondisclosure agreements. Volusia County school board members and others testified both for and against the bill, with supporters citing transparency and accountability and opponents warning about confidentiality, staff pressure, and undermining the superintendent’s authority. The bill was reported favorably. Finally, SB 1170, by Senator Calatayud, as amended, would allow parents of students in self-contained ESE classrooms to request cameras, with district policies governing review, notice, timelines, and appeals. Parents, advocates, and educators testified strongly in support, while one witness opposed it as an unfunded mandate. The committee reported the bill favorably.
NV
US
US Federal 2025-2026 Regular Session
Hearings to examine District Judges, focusing on exploring legislative solutions to the bipartisan problem of universal injunctions. Apr 2nd, 2025 at 09:15 am
Senate Judiciary
Transcript Highlights:
- The Republican or Democratic bias oscillates over time.
- What does not change is the universal injunction's built-in bias. against any effective government action
Keywords:
universal injunctions, legislative reforms, judicial authority, executive power, balance of power, judicial overreach
Summary:
During this meeting, the committee focused on the implications of universal injunctions, which have become a significant concern in recent years. The discussion centered around various legislative proposals aimed at addressing the perceived overreach of district judges who issue nationwide injunctions that affect policies across the entire country. Several members expressed the belief that such injunctions undermine judicial authority and disrupt the balance of power between the judiciary and executive branches. Expert witnesses testified about the historical context of universal injunctions and the necessity for reforms that would limit the power of courts to grant remedies benefitting non-parties.
CA
California 2025-2026 Regular Session
Assembly Public Safety Committee Apr 1st, 2025
Transcript Highlights:
- I personally think that 25 to life is appropriate, but I understand where my bias is, right?
- a claim or show a colorable... ...claim or a claim of misconduct in jury selection, such as racial bias
Summary:
The Assembly Public Safety Committee met to consider several bills, with six measures approved on consent, including bills on background checks, female offender prison facilities, a juvenile justice hunger survey, protective orders and firearms, a youth offender camp pilot, and peace officer behavioral health training. AB 710 and AB 848 were pulled by the authors. The committee also took up AB 458, AB 394, AB 1094, AB 1092, and AB 1036, with extensive testimony on each.
AB 458, by Assembly Member Stephanie, would require state agencies purchasing firearms, ammunition, or accessories to vet vendors for compliance with firearms laws and procurement standards. Supporters, including Brady and the California Police Chiefs Association, said taxpayer funds should not go to dealers with serious violations; opponents argued the bill added burdens and vague standards. The committee approved the bill as amended and sent it to Appropriations. AB 394, by Assembly Member Wilson, would expand protections for transit workers and riders by broadening enhanced battery penalties, clarifying who may seek temporary restraining orders in the transit context, and making those orders system-wide. Transit agencies, labor groups, and law enforcement supported the bill, while public defender and civil liberties groups raised concerns about vagueness, duration, and impacts on access to transit. The committee passed AB 394 to Judiciary as amended.
AB 1094, by Assembly Member Baines, would raise the minimum parole eligibility term for child torture convictions involving a child under 14 in the perpetrator’s care or custody from seven years to 20 years. Prosecutors, sheriffs, and police groups supported the bill, citing the severity of the abuse and the need to protect child victims; opponents argued the parole system already screens for risk and that harsher sentences do not improve public safety. The committee approved the bill as amended to Appropriations. AB 1092, by Assembly Member Castillo, would extend concealed carry weapon license renewals from two years to four years; supporters said it would reduce costs and administrative burdens, while the chair and others opposed it as unnecessary. The committee ultimately voted the bill down. AB 1036, by Assembly Member Schultz, would expand post-conviction discovery access for people convicted of felonies with sentences of one year or more, including Brady materials and jury selection notes. Innocence organizations and defense groups supported it, while district attorneys opposed the broader discovery obligations; the committee passed it to Appropriations as amended.
CA
California 2025-2026 Regular Session
Assembly Natural Resources Committee Mar 24th, 2025
Transcript Highlights:
- Second year, we had BIA problems to solve those.
- Third year, we had more BIA problems than we got it through Senate Appropriations.
Summary:
The committee heard and advanced a series of natural resources and climate-related bills. AB 70 would codify a definition of pyrolysis and allow procurement credit for projects using organic waste to generate pipeline biomethane; supporters said it would help divert organic waste from landfills, reduce methane, and support energy reliability. AB 30 would authorize E15 fuel sales in California, with supporters arguing it could lower consumer fuel costs and emissions, while opponents from boating and marine groups raised concerns about engine damage and the need for clear labeling and continued E10 availability. AB 66 would create a CEQA exemption for emergency evacuation routes in high fire-risk areas; supporters emphasized wildfire evacuation safety, while some members worried the bill lacked sufficient guardrails and environmental review. AB 399 would let the Coastal Commission consider blue carbon sequestration in coastal permitting and authorize blue carbon demonstration projects; environmental groups supported it, while business groups objected to new costs and regulatory uncertainty. AB 491 would codify California’s nature-based solutions climate targets for lands and wetlands, with supporters citing climate and adaptation benefits and the Farm Bureau opposing statutory targets. AB 580 would extend Metropolitan Water District authority related to the Colorado River Aqueduct, and AB 43 would make permanent state authority to protect federally designated wild and scenic rivers if federal protections are weakened. The committee also considered AB 436 to streamline siting and permitting of composting facilities and AB 539 to streamline certain Coastal Act procedures and reporting. Most measures received due-pass recommendations and were reported out on roll calls, with several bills also moving on consent; AB 404 was pulled at the author’s request.
US
US Federal 2025-2026 Regular Session
Hearings to examine the nomination of Jayanta Bhattacharya, of California, to be Director of the National Institutes of Health, Department of Health and Human Services. Mar 5th, 2025 at 09:00 am
Health, Education, Labor, and Pensions Committee
Transcript Highlights:
- to be the best cure and the cheapest and yet the knowledge didn't get out there because there was a bias
- Do you do you think that we can change that kind of bias and hear open debate, and that it will make
Keywords:
NIH funding, healthcare research, chronic diseases, scientific integrity, public trust, pandemic response
Summary:
The meeting of the committee focused on various healthcare and scientific issues, with significant discussions surrounding the impact of recent administrative actions on the National Institutes of Health (NIH) and its research agenda. Senators expressed concerns over funding cuts and personnel reductions, particularly the reported termination of over 1,200 NIH staff members, which could jeopardize ongoing and future research projects. The session included testimonies on the importance of supporting early-stage researchers and restoring public trust in scientific institutions following pandemic-related controversies. Additionally, the potential for future healthcare management based on diverse scientific ideas was emphasized as crucial to tackle chronic diseases effectively.
FL
Florida 2025 Regular Session
March 5, 2025 - 10:15 AM
Transcript Highlights:
- They come from a variety of diverse fields, including chemistry, biology, cybersecurity, fairness and bias
- You find the areas that you're concerned about, where bias sits, where hallucinations can sit.
Summary:
The subcommittee met to hear a panel discussion on artificial intelligence and automation in Florida government. Panelists from Worldwide Technology, OpenAI, the James Madison Institute, and the Florida Digital Service described AI as a tool to improve efficiency, constituent services, fraud detection, translation, HR workflows, public safety, and regulatory review, while emphasizing that AI should supplement rather than replace workers. They also stressed the importance of data readiness, workforce training, governance, and having existing technology systems and policies in place before broader deployment.
Members asked about public records concerns, vendor vetting, model integrity, and how to balance innovation with privacy and security. Chief Schoonover said agencies are already using or exploring AI in areas such as Medicaid analysis, environmental data, emergency management, tax forms, and child support, and noted that the Digital Service publishes prohibited vendor and application lists. OpenAI discussed its red teaming, safety evaluations, privacy controls, and government products such as ChatGPT Gov, and said it does not train on personal data or target users with ads.
The committee also discussed concrete examples of efficiency gains, including reduced call times, faster translation turnaround, and streamlined HR classification work, as well as concerns about job disruption and constituent access. In closing, members raised data center infrastructure and energy needs, with panelists noting that AI depends on substantial compute, power, cooling, and utility capacity. The chair concluded by encouraging continued dialogue and noting that future AI legislation should be targeted to specific problems rather than overly broad.
US
US Federal 2025-2026 Regular Session
Business meeting to consider S.331, to amend the Controlled Substances Act with respect to the scheduling of fentanyl-related substances, and the nomination of Kashyap Patel, of Nevada, to be Director of the Federal Bureau of Investigation, Departmen Feb 13th, 2025 at 08:00 am
Senate Judiciary
Transcript Highlights:
- Because the FBI has been infected by political bias and weaponized against the American people, Mr.
- administration is cleaning house of the FBI because the FBI is and has been for years infected. with political bias
Bills:
SB331
Keywords:
fentanyl, controlled substances, drug trafficking, public health, research regulations, law enforcement, Kash Patel, FBI director nomination, S331, Fentanyl Act, committee meeting, legislative discussion
Summary:
In this committee meeting, the primary focus was on the nomination of Kash Patel for the position of director of the FBI, which had sparked considerable debate over the past week. Members discussed the extensive vetting process Patel underwent, including a lengthy hearing where he addressed numerous questions, which emphasized his qualifications and the support he received from various law enforcement organizations. The meeting included significant arguments from both sides, reflecting the polarized nature of the nomination, especially regarding the allegations made against Patel by some committee members. As discussions continued, the committee decided to hold off on the Fentanyl Act, listed as S331, until the next meeting, indicating a prioritization of the nomination vote over new legislative measures at this time.
AZ
Transcript Highlights:
- I heard some notions spouted about what testosterone does, not rooted in biology, rooted in bias.
- I heard some notions spouted about what testosterone does, not rooted in biology, rooted in bias.
- We are here in 2026 where racism, discrimination, and bias still very much exist.
- Racism, discrimination, and bias still very much exist, where we still very much need diversity, equity
- And to close our eyes and pretend like discrimination and bias is not happening is harmful to all types
MN
Minnesota 2025-2026 Regular Session
House State Government Finance and Policy Committee 3/3/26
State Government Finance and Policy
Transcript Highlights:
- There's incredible bias possible for like how can any administration, how are we going to accept that
- There's incredible bias possible for like how can any administration, how are we going to accept that
- There's incredible bias possible for like how can any administration, how are we going to accept that
- There's incredible bias possible for like how can any administration, how are we going to accept that
- There's incredible bias possible for like how can any administration, how are we going to accept that
Keywords:
Safe at Home, address confidentiality, domestic violence, sexual assault, stalking, harassment, victim privacy, survivor protection, confidential address, protected address, secret address, identity protection, residential confidentiality, program participant, nondiscrimination, court disclosure, protective order, service of process, driver's license, state ID
Summary:
The committee first approved minutes from February 19 and February 26, while skipping the February 24 minutes because of a drafting error that would be corrected later. It then took up House File 3676, a Safe at Home program bill described by Rep. Nash as arising from a constituent’s dangerous identity exposure and intended to tighten protections for participants, including allowing emancipated minors to enroll. Testimony from the Secretary of State’s office explained that the bill would clarify who may apply for a minor, require proof of guardianship, strengthen court findings before a participant’s physical address can be disclosed, increase penalties for harmful disclosure, prohibit discrimination based on participation, require state agencies to designate a Safe at Home contact person, allow use of the Safe at Home card as proof of residence for certain ID purposes, and require judge training. Members raised concerns about federal compatibility, constitutionality of court-related provisions, and the need for a fiscal note on the felony penalty. Several sections were noted as being removed or modified in a later engrossment, and the committee voted to re-refer HF 3676 to the Transportation Finance and Policy Committee.
The committee then heard House File 3683, which would direct the state budget forecast to include the estimated cost of fraud. Rep. Nash argued that fraud is a significant but unquantified drain on state resources and said the bill would adapt existing forecast language used for inflation to track fraud costs. Minnesota Management and Budget Deputy Commissioner Anna Mingi testified that fraud is unacceptable and that the agency works to prevent and detect it, but said the twice-yearly forecast is not the right tool for this kind of retrospective analysis. She explained that if fraud is identified, the forecast would reflect reduced spending through program integrity actions rather than a separate fraud-cost line item. The bill was moved and referred to the general register after a roll call was requested.
KY
Kentucky 2025 Regular Session
Senate Standing Committee on Education (3-10-25)
Transcript Highlights:
- the definitive equalization of imbalances that increases accountability and awareness of personal bias
- further contributes to the less educated class of Kentuckians in America. ...and awareness of personal bias
- And if we can trust initiatives guided by racism, bias, favoritism, and division that accuse DEI initiatives
- opportunity to participate and earn our way based on our educational merit without being enslaved by the bias
- And if we can trust initiatives guided by racism, bias, favoritism, and division that accuse DEI initiatives
Summary:
The Senate Education Committee met with a quorum and first considered two concurrent resolutions. SCR 76, sponsored by Sen. Amanda Bledsoe, would create a Kentucky School for the Deaf Governance Task Force to examine the school’s future governance and its relationship with the Kentucky Department of Education. Bledsoe described the school’s long history and said the task force would give the small deaf-school community more voice. The committee adopted the resolution unanimously with favorable expression.
The committee then took up SCR 131, sponsored by Sen. Max Wise, to continue the Efficient and Effective Districts Task Force from 2024. Wise said the prior task force met about 10 times and focused on student achievement and district policy, and the new version would continue that work as a legislature-only task force. The resolution passed unanimously with favorable expression.
Members next considered HB 240 on primary school promotion. Rep. Truitt explained that the bill would require students who are not ready in kindergarten to repeat kindergarten, while a committee substitute softened the approach by allowing a school to hold a child back in kindergarten but requiring action in first grade. He said the bill aligns with existing reading-screening efforts and is intended to strengthen early literacy foundations. The committee adopted the substitute and passed the bill unanimously with favorable expression; Sen. Williams briefly explained his support as favoring performance-based advancement.
The committee also approved HB 298, which would change the identification of schools for comprehensive support and improvement from every three years to annually, require KDE recommendations during management audits, add professional development in reading and math, and require effective instructional resources. The committee substitute also allowed districts with multiple CSI schools to contract for a turnaround vendor. The bill additionally carried employee-misconduct provisions from prior sessions, including disclosure requirements for applicants; the only change discussed was removing the word “investigation” from one disclosure section. HB 298 passed unanimously with favorable expression, and the committee also adopted a title amendment.
Finally, the committee heard HB 424 on employment at public postsecondary institutions. Rep. Tipton said the bill would require performance and productivity reviews for faculty at least every four years, clarify appointment and removal authority for presidents at certain institutions, and expand “cause” for dismissal to include failure to meet performance and productivity requirements. Dr. Ray Horton, speaking for faculty groups, proposed a small substitute that would tie any performance measures to existing employment contracts to preserve academic integrity and avoid unintended changes to tenure processes. Members discussed how tenure works at Kentucky universities, and the committee was still in the middle of considering the proposed substitute when the transcript ended.
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Education Jun 21st, 2026 at 01:00 pm
Joint Committee on Education
Transcript Highlights:
- This bill also promotes the use of de-escalation and anti-bias techniques, consistent with guidance from
Summary:
The Joint Committee on Education held a public hearing on two bills: H.5171, an act relative to safer schools, and H.3895, an act expanding career and technical education opportunities for Lynn students. The hearing focused primarily on H.5171, which would limit school resource officers’ role to serious criminal or delinquent conduct, encourage de-escalation and anti-bias training, and create grants for alternative school safety approaches such as restorative justice. Witnesses from the Mental Health Legal Advisors Committee and the Committee for Public Counsel Services supported the bill, arguing that police involvement in routine school discipline can escalate situations, especially for students with disabilities, and contribute to the school-to-prison pipeline. They described examples of student encounters with SROs that led to fear, arrest, or other harmful outcomes.
Committee members raised concerns about school safety, including gang activity and weapons in schools, and asked whether the bill would remove SROs entirely. Testimony clarified that the bill would not eliminate SROs or their role in responding to actual criminal activity, but would narrow their involvement in discipline and encourage better training. One witness, Joey Ford of Parent Data Force, was neutral on H.5171, saying problems often stem from broader district discipline practices, restraint and seclusion, and inconsistent DESE standards rather than SROs alone.
For H.3895, Ford testified in strong support, saying career and technical education had been valuable in his own schooling and helped him develop useful skills and stay engaged in school. After testimony concluded and no additional witnesses remained, the committee closed testimony on both bills and adjourned without taking a vote on the legislation.
NM
New Mexico 2025 Regular Session
IC - Indian Affairs Jul 18th, 2025
House Government, Elections & Indian Affairs
Transcript Highlights:
- People are up here worrying about education with BIA and public schools.
MN
Minnesota 2025-2026 Regular Session
Committee on Judiciary and Public Safety - Part 1 - 04/04/25
Judiciary and Public Safety
Transcript Highlights:
- as far as knowing who is in the proceedings, and the control for bias is a risk to the institution.
- and 1.7 create a financial barrier and a logistical barrier for some of these very small schools. bias
- is a risk to the institution. bias is a risk to the institution.
- refer to it as a cross-examination per se because that would, I think, imply maybe a little bit of bias
- by the person who's ultimately of bias by the person who's ultimately charged<01:20:50.560>
with<
NH
New Hampshire 2026 Regular Session
House Criminal Justice and Public Safety (01/30/2026)
Criminal Justice and Public Safety
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Wednesday, January 14, 2026)
US Federal House Floor Meeting
Transcript Highlights:
- That displayed his bias, Mr. Chairman. That displayed his partisanship.
- <05:23:14.878>
and has repeatedly displayed bias and has repeatedly displayed bias and partisanship - That<05:23:26.160>
displayed <05:23:26.638>his <05:23:26.878>bias, <05:23:27.440> - That displayed his bias, Mr. Chairman. That displayed his bias, Mr. Chairman.
- So when we see this pattern and we know that he has displayed and said he has bias against President