Video & Transcript Research : 'implicit bias'

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ND

North Dakota 2025-2026 Regular Session

Advanced Nuclear Energy Committee Apr 22nd, 2026

Transcript Highlights:
  • So not only do we need more nuclear power plants—obviously INL bias, we all need nuclear—but it's a pretty
  • license, new reactors, qualify new fuel, So not only do we need more nuclear power plants—obviously INL bias
Summary: The meeting opened with remarks about the value of public engagement and the quality of questions from the group, followed by a series of technical presentations from Idaho National Laboratory staff. Joe Renovitz described recent nuclear regulatory changes tied to presidential executive orders, including NRC Part 53 for advanced reactors, the forthcoming Part 57 for very small reactors, and DOE updates to reactor authorization standards. He emphasized efforts to align DOE and NRC processes, use risk-informed and performance-based licensing, support reactor deployment for AI/data centers and national security, and use AI to speed communications and crosswalks between DOE and NRC requirements. In response to questions, he said there was no plan to merge agencies, but rather to improve coordination and public outreach through groups like GAIN and NEI. David Tolman then discussed the nuclear fuel cycle, including uranium mining, conversion, enrichment, fuel fabrication, spent fuel storage, transportation, disposal, and reprocessing. He explained high-assay low-enriched uranium (HALEU), why it is needed for advanced reactors, and DOE’s HALEU Availability Program and related investments in enrichment, transportation, deconversion, and supply chain development. He also covered spent fuel management, the possibility of centralized storage or a fuel-cycle campus, the Center for Used Fuel Research, and ongoing work on high-burnup cask testing and reprocessing technologies. Tolman described aqueous, pyrochemical, and fluoride-volatility reprocessing approaches, noting the advantages and waste characteristics of each, and said several companies are working with INL on these technologies. Ashley Shields presented INL’s AI and nuclear work, focusing on the Genesis initiative and the Prometheus effort to use AI to design, license, build, and operate reactors with far less human intervention. She described INL’s broad use of generative AI tools, the need to manage large volumes of legacy technical data, and applications in reactor design, materials discovery, autonomous laboratories, and digital twins. Shields said AI is being used to reduce the enormous documentation burden in nuclear licensing and to support autonomous or remotely operated reactor demonstrations, while stressing that humans remain in supervisory roles. In discussion, she addressed data security, model access, and the continued need for software engineers. The session then recessed briefly and resumed with Mitch Kerman beginning a presentation on critical minerals and materials.
MN

Minnesota 2025-2026 Regular Session

Gun Violence Prevention Working Group - 09/15/25

Minnesota Senate Floor Meeting

Transcript Highlights:
  • back on the table that I proposed about a week and a half ago was a review of our anti-hate, anti-bias
  • PUT BACK ON THE TABLE THAT I PROPOSED ABOUT A WEEK AND 1/2 AGO WAS A REVIEW OF OUR ANTI-HATE ANTI- BIAS
Keywords: 1187, senate, all
TX
Transcript Highlights:
  • This is an act of racial discrimination and bias.
  • Since the foundation of the United States, there has always been a thing dealing with racial bias, regardless
Summary: The Senate Special Committee on Congressional Redistricting held its first regional hearing, focused on South and Central Texas, including Bexar County, Travis County, and the Rio Grande Valley. After establishing a quorum, the committee adopted its rules on a 6-3 roll-call vote, with Senators Alvarado and Miles voting no. Chair Phil King explained the regional-hearing format, the use of 2020 census data, the online testimony process, and the availability of written comments and future hearings. Several members then gave opening remarks, with Republicans emphasizing public input and Democrats arguing the special session and mid-decade redistricting were unnecessary and aimed at minority districts. A major procedural issue arose over whether the committee should invite or subpoena the DOJ attorney who authored the July 7 letter that prompted the redistricting discussion. Senator Miles moved to subpoena the attorney; the motion was seconded but then set aside after the chair said the committee could not take formal action on a non-procedural matter during a regional hearing under the adopted rules. The chair said he would consult legal counsel about issuing an invitation, and members discussed the August 7 deadline referenced in the DOJ letter. The committee then moved on to public testimony. Witnesses, including Congresswoman Sylvia Garcia, law professor Ellen Katz, and Texas NAACP president Gary Bledsoe, argued that the DOJ letter misread the law and that the targeted districts were lawful opportunity or coalition districts. They said the Fifth Circuit’s Pettway decision was limited to Section 2 of the Voting Rights Act and did not declare coalition districts unconstitutional, and they cited Bartlett v. Strickland as warning against intentionally dismantling effective minority districts. Garcia and Bledsoe said the hearing was politically motivated and would harm Black and Latino representation; Katz said Texas would act illegally if it followed the DOJ letter’s instructions. Members asked questions about the legal status of coalition districts, the 2021 map-drawing process, and the difference between opportunity, coalition, and crossover districts. The hearing continued with additional public witnesses, including labor representative Emily Amps, who said workers and communities of color were being harmed by the proposed redistricting effort.
CA
Transcript Highlights:
  • Workers face risks of bias, discrimination, and errors, usually without knowing how algorithms assess
  • harbors, and it risks discouraging the responsible use of technology that is already helping reduce bias
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.
TX

Texas 89th Regular

Health and Human Services Apr 30th, 2025

Health & Human Services

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

New Hampshire 2026 Regular Session

House Science, Technology and Energy (02/10/2026)

Science, Technology and Energy

Keywords: 1189, house, all
MN

Minnesota 2025-2026 Regular Session

Safeguarding human intelligence and employment in labor displacement HF4369 Mar 17th, 2026

Minnesota House Floor Meeting

Transcript Highlights:
  • we encourage that it should require impact assessments, not just disclosure, to evaluate accuracy, bias
Keywords: 919, house, all
Summary: The committee held an informational discussion on three proposed bills authored by Representative Gottfried addressing artificial intelligence in the workplace. Gottfried said the bills are intended to create labor protections around AI use, focusing on mitigating harms to workers while preserving innovation. House File 4369 would require notice before implementing technology that could displace jobs and provide a transition period for retraining, reskilling, or upskilling. The other two bills would regulate electronic monitoring systems and automated decision systems by requiring pre- and post-use notice when used for substantive employment decisions, giving workers access to data and a right to appeal decisions based on inaccurate or erroneous data, and setting prohibited and permitted uses. Melissa Heising of the Minnesota AFL-CIO supported the overall approach and said the bills are an important step toward common-sense workplace AI regulation. She praised the notice, appeal, and anti-discrimination protections, but urged stronger provisions, including mandatory impact assessments, independent third-party review, regular updates, a cease-use requirement if discriminatory outcomes are found, and anti-retaliation protections for workers who raise concerns or refuse to follow harmful automated outputs. Committee members from both parties generally agreed that AI policy should balance worker protections, business competitiveness, and innovation, and several said the issue is urgent because the technology is advancing quickly. No vote was taken. Chair and members emphasized that the hearing was informational and that the bills were not formally before the committee for action. Several members expressed interest in continued discussion, and Representative Schultz said he had an interest in working with Representative Gottfried on the issue.
FL

Florida 2025 Regular Session

December 10, 2025 - 01:00 PM

Transcript Highlights:
  • SINCE THE VENDORS WOULD BE ADMINISTERING THE SURVEYS, THERE'S A LOWER RISK OF POTENTIAL BIAS OR INACCURACY
FL

Florida 2025 Regular Session

October 7, 2025 - 12:30 PM

Transcript Highlights:
  • I THINK WE HAVE TO KEEP IN MIND THAT THE PLATFORM IS NOT, FOR LACK OF A BETTER TERM, BIAS, OR USE AI
CA
Transcript Highlights:
  • It just seems to me, like, what is the bias against checks?
Summary: The Assembly Committee on Revenue and Taxation heard a series of tax-related bills, with several measures referred to suspense and a few advancing. SB 284 would clarify Proposition 19 rules for inherited family homes in probate, including when the one-year residency clock starts and whether title consolidation among siblings triggers reassessment; supporters included the California Association of Realtors, while county assessors opposed the sibling-transfer language as creating ambiguity. The bill was sent to suspense. SB 863 was taken up on the consent calendar and passed 6-0 to the Assembly floor. SB 333 would let San Luis Obispo County voters consider raising a local tax rate limit to fund transportation projects; supporters said it would help the county become self-help for major road needs, while opponents argued it would make it easier to raise regressive sales taxes. The committee approved the bill 5-2, as amended with a five-year sunset. SB 376, which clarifies that charitable remainder trusts are not treated as incomplete gift non-grantor trusts for California income tax purposes, drew support from the California Lawyers Association and no opposition, and passed 5-2 to Appropriations as amended. The committee also heard SB 591, which would replace steep penalties for failing to use electronic funds transfer with fixed penalties of $100 for a first violation and $500 thereafter; supporters said current penalties can be excessive and out of proportion, and the bill was sent to suspense. SB 419 would partially exempt hydrogen fuel from the state sales and use tax while leaving the existing road fee in place; supporters said it would help hydrogen adoption and parity with other clean fuels, while one environmental group opposed unless amended, and the bill went to suspense. SB 587 proposed a state tax credit for local sales tax paid on manufacturing equipment to encourage investment and jobs; it had broad business support and no opposition, but was also sent to suspense. SB 710 would extend and update the property tax exclusion for solar installations, with broad support from clean energy and local government groups and some opposition from large energy consumers; it too was referred to suspense. Finally, SB 663 would extend deadlines and exemptions for wildfire victims and certain nonprofit and disabled veteran properties; it received support from assessors and committee members but was also sent to suspense for further work.
CA

California 2025-2026 Regular Session

Assembly Floor Session Jun 13th, 2025

California House Floor Meeting

Transcript Highlights:
  • However, when the scales tip towards one side, that's not justice, that's bias.
Keywords: 988, house, all
TX

Texas 89th Regular

Education K-16 (Part II) Apr 15th, 2025

Education K-16

Transcript Highlights:
  • Senate Bill 2619 would ensure that mandatory training for school board members stays free of political bias
Summary: The Committee on Education K-16 heard testimony on SB 1635, which would give certain coastal, recapture-paying school districts a credit against recapture payments for mandatory windstorm and hail insurance costs. Senator Hinojosa said the bill is intended to offset unusually high insurance expenses for districts in Tier 1 or Tier 2 coastal zones, and he estimated about a $12 million impact to state revenue. Witnesses from Port Aransas ISD and Gregory-Portland ISD described sharp premium increases, reduced coverage, higher deductibles, and the effect on teacher pay and classroom spending. Senators asked about the number of affected districts, the accuracy of the fiscal estimate, and whether the bill might encourage districts to maintain coverage. Public testimony was closed and SB 1635 was left pending. The committee then took up several other bills and committee substitutes, adopting and reporting favorably SB 2786, SB 2623, SB 646, SB 843, SB 2392, SB 1998, SB 1418, SB 2788, and SB 2076, with most votes unanimous or near-unanimous. SB 2392 was amended to add improper relationship between educator and student to mandatory reporting offenses and to authorize an attorney general civil penalty for failure to report. SB 2623 was revised to clarify duties and exemptions related to the Safe Schools and Neighborhood Task Force and school proximity restrictions. SB 843 would create a TEA database of school district bonds and related projects, and SB 2788 would exempt certain PSAT scorers from the Texas Success Initiative assessment. The committee also heard SB 2929, which would allow referees and other officials at school athletic events to immediately eject disruptive spectators. The Texas Association of Sports Officials testified in support, citing abusive spectator behavior and a shortage of officials. SB 2929 was left pending. Finally, the committee heard a substitute for SB 2927 on 1882 partnerships and a substitute for SB 2619, which would require more transparency and accountability for failing school districts, superintendent hiring, trustee training, and takeover timelines. Testimony on SB 2619 was mixed, with one witness from Texas 2036 supporting parts of the bill’s accountability provisions. The committee adopted the substitute for SB 2619, left it pending, and then recessed subject to the call of the chair.
US
Transcript Highlights:
  • changing so frequently inside that budget cycle, we've got to be able to adjust and not get consumed by bias
Summary: The committee meeting focused on pressing issues related to the U.S. military's recruitment and personnel strategies, especially in light of the upcoming NDAA for fiscal year 2026. Chairperson expressed appreciation for the service of witnesses including senior military leaders from different branches, emphasizing the importance of personnel as the backbone of national defense. Discussions revealed concerns regarding the recent lowering of recruitment standards across military branches, which could potentially affect the quality of service members and long-term military readiness. Witnesses were asked to address the implications of these changes on military health and efficiency.
CA

California 2025-2026 Regular Session

Assembly Business and Professions Committee Apr 8th, 2025

Business and Professions

Transcript Highlights:
  • of slaves have been systematically locked out of these pathways due to the lasting impact of racial bias
Keywords: 988, house, all
FL

Florida 2025 Regular Session

April 1, 2025 - 12:30 PM

Transcript Highlights:
  • There's a religious bias to that particular video, and I, sorry, I would love to trust y'all, but like
Summary: The Pre-K Through 12 Budget Subcommittee met with a quorum and considered four bills. CS/HB 1403, by Rep. Yeager, would allow child care facilities to participate in the school guardian program and clarify school perimeter and door security requirements. An amendment clarifying that private security companies would pay for training was adopted, and the bill was reported favorably 11-0. CS/HB 447, the Evan B. Hartzell Act by Rep. Salzman, would provide guidance for schools that choose to teach disability history and awareness during the first two weeks of October, including age-appropriate instruction by grade band. The bill received supportive testimony from advocates and was reported favorably 11-0. CS/HB 257, by Reps. Chambliss and Tramont, would expand on a prior pilot program to allow video cameras in certain self-contained classrooms serving nonverbal students and others with significant disabilities, as a safeguard against abuse and to improve accountability. The bill drew strong support from parents and disability advocates describing abuse concerns, and it was reported favorably 13-0. CS/HB 1255, by Vice Chair Trabulsy, was a broad education bill addressing teacher shortages, scholarship program screening, health and math instruction, corporal punishment policy, and restrictions on spending public funds on organizations tied to discrimination or political/social activism. A major focus of debate was the bill’s human embryologic development instruction and related video language, with supporters calling it science-based and opponents warning it could be medically inaccurate or ideological. After the sponsor said she would amend some language, including removing ABCTE-related text and clarifying the video language, the bill was reported favorably 12-1. The meeting then adjourned.
CA
Transcript Highlights:
  • Also, on behalf of my side of things, being a lobbyist for No Boot Consulting, I feel like I have a bias
Keywords: 988, house, all
NM

New Mexico 2025 Regular Session

House - Appropriations and Finance Mar 20th, 2025

House Appropriations & Finance

Transcript Highlights:
  • Please, it's funded by the BIA, but it's a grant It's called Tribally Controlled, but the medium is still
NH

New Hampshire 2026 Regular Session

Senate Children and Family Law (03/19/2026)

Children and Family Law

Transcript Highlights:
  • parent over the other, and influencing or coaching a child's perception of a parent without objective bias
  • perception of a parent<00:50:37.839> without<00:50:38.559> objective<00:50:39.119> bias
  • <00:50:40.319> The<00:50:40.559> key parent without objective bias.
  • The key parent without objective bias.
  • you have a witness on the stand, though, whether they have a financial motive, an incentive, or a bias
Keywords: 1191, senate, all
NH

New Hampshire 2026 Regular Session

House Education Funding (02/10/2026)

Education Funding

Transcript Highlights:
  • of a summer, we not only learned about disabilities, we learned about the potential of students, the BIA
  • <03:46:18.800> the about the potential of students, the about the potential of students, the BIA
  • 20.080> leaders,<03:46:20.880> and<03:46:21.120> everyone<03:46:21.600> else BIA
  • , business leaders, and everyone else BIA, business leaders, and everyone else that<03:46:22.640>
  • currently in when the extraordinary needs grant was dramatically modified, and it was modified to heavily bias
Keywords: 1189, house, all