Video & Transcript Research : 'implicit bias'
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MN
Transcript Highlights:
- , you know, when we leave that discretion to certain people, it just opens up that door for racial bias
- , you know, when we leave that discretion to certain people, it just opens up that door for racial bias
- , you know, when we leave that discretion to certain people, it just opens up that door for racial bias
- it just opens up that door for for it just opens up that door for for racial<01:18:34.640>
bias - And as we know, this is racial bias.
NH
New Hampshire 2025 Regular Session
House Finance Division III (03/04/2025)
Transcript Highlights:
- History so in provide a little bit of History so in the<00:21:56.279>
prior <00:21:56.640>Bia - >
in <00:21:58.679>chapter <00:21:59.159>law <00:22:00.159>um the prior Bia - <00:22:09.039>
chapter established in the current Bia chapter established in the current Bia - > we<03:59:10.279>
prepared <03:59:10.960>our <03:59:12.080>um the current Bia - when we prepared our um the current Bia when we prepared our um our<03:59:13.640>
agency <03:59
Summary:
The Finance Division III work session focused on the Department of Health and Human Services’ Division of Public Health Services budget. Department staff said Public Health has a relatively small budget compared with other DHHS divisions, is supported mostly by federal and other non-General funds, and contains nearly 100 accounting units and more than 50 federal grants. They emphasized that the governor’s budget did not include significant cuts, but that federal funding uncertainty and the winding down of pandemic-era resources were major factors affecting the division. The division also explained that some apparent budget growth reflects reorganizations, including moving the Bureau of Emergency Preparedness, Response, and Recovery and some programs from other DHHS divisions into Public Health.
The presentation described Public Health’s mission as serving the entire state through food and water safety, disease surveillance, emergency response, maternal and child health, chronic disease prevention, WIC, community health center support, and public health data collection. Members asked about bird flu, and staff explained that human-health response would involve Public Health’s lab, infectious disease, and emergency preparedness units, while animal-health issues are handled with the Department of Agriculture; they also noted ongoing milk testing requested by FDA and USDA. The division said its organizational structure includes bureaus for Family Health and Nutrition, Infectious Disease Control, Public Health Protection, Emergency Preparedness, Prevention and Wellness, Statistics and Informatics, and Public Health Laboratories, with about a 15% vacancy rate.
Committee members questioned whether the division’s budget and staffing had really grown since pre-COVID, and staff responded that full-time authorized staffing is about the same as in 2018, with the increase largely due to federal pandemic funding that has since receded and to program transfers between divisions. They said Public Health’s General Fund share is about $24 million out of roughly $1.1 billion in DHHS General Fund spending, or about 2.2% of the department total. Members also asked about the 3,000-position cap and unfunded positions; staff explained that the cap remains in chapter law through June 30, 2025, that 394 positions were unfunded in the governor’s budget, and that the division expects flexibility to move money from personnel lines and fill unfunded positions to manage changing needs. No votes or formal actions were taken in this portion of the work session.
MN
Minnesota 2025-2026 Regular Session
Committee on State and Local Government - 04/09/26
State and Local Government
Transcript Highlights:
- While automated decision systems can be useful in theory, as with all AI there's a tremendous risk of bias
- 00:01:23.720>
tremendous <00:01:24.240>risk <00:01:24.520>of <00:01:24.680>bias - all AI there's a tremendous risk of bias all AI there's a tremendous risk of bias and<00:01:25.520
MN
Transcript Highlights:
- systems are useful, while they can be useful in theory, as with all AI, there's a tremendous risk of bias
- systems are useful, while they can be useful in theory, as with all AI, there's a tremendous risk of bias
- systems are useful, while they can be useful in theory, as with all AI, there's a tremendous risk of bias
- First, the bills could require impact assessments, not just disclosure, to evaluate accuracy, bias, disparate
NH
New Hampshire 2026 Regular Session
Senate Health and Human Services (03/04/2026)
Health and Human Services
Transcript Highlights:
- Um, and then we have other industries represented, including New Futures, BIA, the Farmers Market, New
- industries represented including New industries represented including New Futures,<00:52:34.079>
BIA - the<00:52:34.960>
Farmers <00:52:35.440>Market, <00:52:35.920>New Futures, BIA - , the Farmers Market, New Futures, BIA, the Farmers Market, New Hampshire<00:52:36.400>
Hunger
NH
New Hampshire 2025 Regular Session
Carbon Sequestration Programs Study Commission (11/18/2025)
Transcript Highlights:
- I question whether it does, but that’s my own personal bias. I just wanted to share that with you.
- c><01:13:45.760>
my <01:13:45.920>own <01:13:46.080>personal <01:13:46.400>bias - <01:13:46.719>
but does but that's my own personal bias but does but that's my own personal - bias but I<01:13:47.040>
just <01:13:47.120>wanted <01:13:47.280>to <01:13:47.440
Summary:
The meeting was called to order, the Pledge of Allegiance was led, and the clerk called the roll, establishing a quorum. The committee approved the prior minutes after correcting the date and changing a reference so that a draft-legislation note attributed to Representative Wlette was corrected. After that, the chair introduced a carbon presentation by Mr. Charlie Lebec and invited members and guests to move closer to view the slides.
Mr. Lebec’s presentation focused on forest carbon science and forest carbon offset markets, with emphasis on how forests store, sequester, and emit carbon. He explained greenhouse gases and the relationship between atmospheric CO2 and temperature, then defined key terms such as carbon storage, sequestration, flux, sinks, and sources. He also described forest carbon pools, noting that soils contain a large share of forest carbon, and discussed how forest age affects storage and sequestration, arguing that younger forests often sequester carbon faster while older forests store more carbon overall. He also addressed how harvested wood products can continue to store carbon, responding to a question from a member about mass timber and carbon sinks.
The presentation included regional comparisons showing New Hampshire’s forest density, carbon storage, and sequestration relative to other New England states, and noted that New Hampshire forests offset more than 30% of the state’s annual greenhouse gas emissions from nonforest sources, while Maine and Vermont offset even larger shares. Mr. Lebec said eastern forests are generally carbon sinks, unlike some western forests affected by wildfire, and stressed that forest management, soil protection, and forest age all influence carbon outcomes. No votes or substantive policy actions were taken beyond approving the minutes; the meeting was primarily informational.
HI
Transcript Highlights:
- I understand the public's perception of bias in those kinds of cases.
- I I understand the public's perception<00:54:07.520>
of <00:54:07.760>bias <00:54:08.559 - in<00:54:08.880>
those <00:54:09.119>kinds <00:54:09.359>of perception of bias - in those kinds of perception of bias in those kinds of cases.<00:54:09.920>
If <00:54:10.079><
Summary:
The Judiciary Committee heard testimony on Governor’s Message 767, the nomination of Kanoi AD Jackson to serve as circuit court judge for the Third Circuit. The chair announced that the committee would not vote on the governor’s message or two judge nominations until Tuesday, April 15, but planned to vote that day on two Defender Council items. Testimony on Jackson’s nomination was limited to two minutes per speaker, and the hearing was conducted partly by Zoom.
Supporters emphasized Jackson’s qualifications, work ethic, judicial temperament, and community ties. Testifiers included the West Hawaii Bar Association, family members, a retired teacher, retired Judge Robert Kim, and the Hawaii State Bar Association. The West Hawaii Bar Association said Jackson received high marks from its review process and that the Third Circuit needed a permanent judge for stability. Judge Kim and others praised her preparation, intelligence, humility, and experience as a prosecutor and litigator. Jackson also spoke in her own behalf, acknowledging that her background is primarily criminal rather than civil, but saying she is committed to learning the civil docket and serving the community if confirmed.
Members questioned the Hawaii State Bar Association about the basis for its support, including how many members responded and whether concerns were raised about Jackson’s lack of civil experience. HSBA said it uses a confidential review process, receives both positive and negative comments, and does not track votes or percentages, but its board voted to support her. Judge Kim responded that judges can learn new areas of law, that civil dockets can be managed with benchbooks and help from other judges, and that Jackson’s trial experience would serve her well. No vote was taken on Jackson’s nomination during this hearing.
NH
New Hampshire 2025 Regular Session
Senate Energy and Natural Resources (04/01/2025)
Energy and Natural Resources
Transcript Highlights:
- would be in a full adjudicative procedures. all the people, the parties, the utilities, the OCA, the BIA
- 15.640>
the the parties, the utilities, the OCA, the the parties, the utilities, the OCA, the BIA - :22:17.919>
that <00:22:18.159>wanted <00:22:18.400>to <00:22:18.480>be BIA - or anybody else that wanted to be BIA or anybody else that wanted to be involved<00:22:18.880>
in
NH
New Hampshire 2025 Regular Session
House Environment and Agriculture (03/18/2025)
Transcript Highlights:
- question that you personally find really offensive politically, because we all have our political bias
- 02:28:49.160>
have <02:28:49.279>our <02:28:49.439>political <02:28:49.760>bias - because we all have our political bias because we all have our political bias it's<02:28:51.080>
Summary:
The committee opened a hearing on HR 18, a resolution urging New Hampshire’s congressional delegation to seek federal changes that would let very small slaughter plants use custom-exempt inspection criteria with a third-party inspector present, so beef, pork, lamb, and goat could be sold as individual cuts directly to consumers. Representative Judy Aron said the resolution was drafted in lieu of state legislation because the issue is governed by USDA rules, and she noted she was also working on an amendment to ensure the measure covered federal “very small” plants. Representative Miner asked for clarification about custom slaughter versus retail sales, and Representative Scully supported the resolution while suggesting language to make clear it applied only to local end consumers. Joyce Brady of the New Hampshire Farm Bureau testified in support, saying the state’s four USDA slaughterhouses and the bottleneck in custom cutting made the issue important. After no further testimony, the chair closed the hearing.
The committee then moved into a work session on several bills. For HB 616, members discussed an amendment that had been revised after public comments and Commissioner Jasper’s feedback; Representative Guber said it balanced the competing positions, and Representative Penza and Representative Ger said the language now addressed concerns about animal suffering by allowing euthanasia if a treating veterinarian determines the animal is in extreme suffering. The committee then discussed HB 77, with Representative Penza describing changes to landfill-related standards, including replacing aquifer references with drinking water wells, removing a penalty section, changing discretionary language to mandatory language for the department, and adjusting an in situ soils standard. Members praised the compromise, though Representative Scully raised concerns about the 1,500-foot setback and suggested engineering controls such as berms; Penza responded that current rules do not include such controls and that the setback was intended to address surface spills. Several members said the bill reflected a hard-fought balance and should not be rewritten at the last minute.
For HB 505, the freeze-dried food bill, Representative Aron explained that the amendment replaced a simple exemption with a requirement that homestead food operations selling freeze-dried foods from a farm stand, farmers market, or retail food store obtain a homestead food license under RSA 143-A:4. She said the amendment defines freeze-dried foods as fruits, vegetables, and commercially prepared dairy products, and delays the effective date 120 days to allow rulemaking. Members generally supported the approach as a light-touch oversight mechanism for potentially hazardous foods, though Representative Ktoa asked for clarification about how the amendment interacts with existing licensing and inspection exemptions, and Aron clarified that these products would not be exempt from licensing under the relevant law. The committee then turned to HB 250, concerning local authority over dog muzzling, where members broadly supported the amendment as a simple solution, while Representative Ktoa asked about the underlying definition of a vicious dog and whether all listed behaviors would warrant muzzling. The discussion noted that the amendment would allow towns to require muzzling for dogs meeting the statutory definition, while excluding hunting, working, herding, and similar dogs.
CA
California 2025-2026 Regular Session
Assembly Floor Session May 11th, 2026
California House Floor Meeting
Transcript Highlights:
- So where there is bias in election laws that create unequal access to the ballot, we will see the impact
- So where there is bias in election laws that create unequal access to the ballot, we will see the impact
Summary:
The Assembly convened after initially lacking a quorum, completed the prayer and pledge, and then held a lengthy Asian American and Pacific Islander Heritage Month ceremony. Members from both parties and several caucuses spoke in support of HR 107, emphasizing AAPI contributions, resilience, and the need to oppose hate and discrimination. The resolution was adopted by voice vote, and the chamber then recognized 13 honorees for the 2026 observance, including community leaders, educators, advocates, business leaders, and cultural institutions.
After guest introductions, the Assembly took up the Daily File and passed a series of measures, including AB 2050 on HOA reserve funding, AB 2106 on lawsuits involving licensed design professionals, AB 1794 on direct home delivery of enteral formula, AB 1829 on CalWORKs-related student aid, AB 2038 extending wildfire insurance moratorium protections, AB 2281 on election cybersecurity, AB 2448 on protecting sensitive medical information, AB 2568 on water district board compensation, and AB 1658 on county public contract change-order authority. Most of these bills passed with broad support, though AB 2050, AB 2038, and AB 2448 drew some no votes.
The Assembly also adopted AJR 29, a resolution opposing a federal executive order affecting vote-by-mail and election administration, after a contentious floor debate over election trust, voter access, and decorum. Additional measures passed unanimously or near-unanimously, including AB 2125 on notice in water-rights adjudications, AB 2784 on State Bar fees, AB 1614 on e-bike passenger restrictions, AB 2503 on high school heat safety guidelines, AB 1703 on osteopathic title protections, AB 1920 on community college Promise eligibility, AB 1999 on veterinary workforce and animal shelter care, and ACR 123 recognizing Duan Wu Jie. The chamber then began consideration of ACR 189 designating May 2026 as Foster Youth Awareness Month, with supportive remarks from members, before the transcript cuts off.
ND
North Dakota 2025-2026 Regular Session
Tribal and State Relations Committee Apr 13th, 2026
Transcript Highlights:
- Now, when you’re talking roads on the reservation, you have a BIA piece and a county piece.
- I’m not sure how that works, but I think there’s a distinction between the two entities there. ...a BIA
Summary:
The meeting focused heavily on behavioral health and substance use treatment, especially the IMD exclusion and whether North Dakota should pursue a Section 1115 waiver to allow Medicaid reimbursement for services in institutions for mental diseases for adults ages 21 to 64. Turtle Mountain representatives described major local needs, including limited access to care, high syphilis rates, and the importance of timely public health data. They also discussed the tribe’s recovery center, which opened the prior year, now operating five levels of care with 16 beds, and the desire to expand capacity, possibly through an IMD waiver or related policy changes. Committee members also raised related issues such as rural health transformation funding, telehealth, workforce retention, and the need for better coordination between tribal and state public health systems.
A central issue was Turtle Mountain Public Health’s long-running effort to secure a data use agreement with the state so it can receive surveillance data and respond directly to infectious disease cases among tribal members. Speakers said the tribe had a successful COVID-era agreement that allowed faster contact tracing and case management, but that agreement ended with the pandemic. They argued that current delays in sharing data, especially for sexually transmitted infections, leave the tribe unable to respond quickly, while the state and county epidemiology workload is too distant and stretched to be effective. Committee members expressed support and said they would look into the issue, noting that other tribes have secured similar agreements.
The committee also heard a detailed presentation from the National Health Law Program on the IMD exclusion. The presenter explained that federal Medicaid law generally bars payment for care in facilities with more than 16 beds, but that states can use other tools such as state plan amendments, managed care arrangements, telehealth, and community-based services. He said IMD waivers are administratively complex, time-limited, and have shown mixed results in other states, with some gains in residential treatment access but limited evidence of improved overdose outcomes or stronger community-based care. He urged the committee to consider broader continuum-of-care solutions and cautioned that waivers alone are not a cure-all.
No final vote was taken on the bill draft during the portion shown, but the committee discussed the proposal to appropriate $49,000 and one FTE to HHS to pursue an IMD waiver and report back in the next interim. Members also debated the policy rationale for the 16-bed limit, the role of the state versus tribal sovereignty, and whether the bill should move through the Health Care or Human Services committee in the future.
AZ
Arizona 2026 Regular Session
03/23/2026 - Senate Federalism and Family Law
Federalism and Family Law
Transcript Highlights:
- DCS investigations are stressful, traumatic, and can be racial bias.
- including the source of the evidence, how the evidence was collected or obtained, and any potential bias
Keywords:
child neglect, financial resources, behavioral health, Christian Science treatment, parental rights, child support, preborn children, retroactive support, medical expenses, child welfare, child care, grant program, low-income, early learning, infrastructure, economic growth, security freeze, credit reporting, dependent children, parental notification
Summary:
The committee first heard HB 2793, which would let cities and towns expedite annexations when 100% of the property owners request it, waive the 30-day waiting period and public hearing in those cases, and allow electronic newspaper notice and a single on-site posting for small single-parcel annexations. Buckeye testified in support, saying the bill would streamline uncontested annexations and reduce delay and cost, while a Tucson-area senator raised concerns that faster annexation can limit public awareness and input. The bill passed 4-3 for a due pass recommendation.
HB 2041, which would prohibit a parent, guardian, or custodian from being treated as abusing or neglecting a child solely because poverty prevents them from providing supervision, clothing, food, shelter, or medical care, drew strong support from child welfare and anti-poverty advocates. Opponents argued the bill still leaves room for investigations based on poverty and should more fully remove poverty from the neglect definition. The committee also heard HB 2239, creating a child care grant program and infrastructure fund at DES; witnesses from northern Arizona and child care providers described shortages, workforce challenges, and the need for facilities and support. An amendment adding tax-credit language and opening eligibility to entities seeking to open child care facilities was adopted, and the amended bill passed 6-0 with one not voting.
The committee then approved HB 2321, requiring DCS to place a credit freeze on a child’s credit report when the child enters care, by a 7-0 vote. HB 2371, allowing consenting divorcing parties without minor children to use AI-assisted arbitration and adding a separate amendment on therapeutic interventions in parenting cases, prompted questions about whether AI arbitration is currently used and whether the amendment was germane; it passed 4-3. HB 2594, concerning the Address Confidentiality Program in family court and making attempts to obtain protected address information a felony, passed unanimously after testimony from a survivor and advocates. HB 2661, which requires DCS to inform parents under investigation that they may delegate temporary guardianship and seek court relief, passed 4-3 after amendment removed attestation and documentation requirements.
Finally, HB 2995, a major domestic-violence custody bill, was heard with extensive testimony from survivors, attorneys, and legal aid advocates. The bill removes the “significant” domestic violence threshold, adds coercive control to the analysis, requires domestic violence to be treated as contrary to the child’s best interests, and mandates detailed court findings; supporters said it addresses cases where abuse was minimized in custody decisions, while members raised concerns about evidentiary standards, implementation, and the risk of false allegations. The committee adopted a 13-page amendment and then gave the amended bill a due pass recommendation by a 4-3 vote.
NM
Transcript Highlights:
- I'm seeing actually a trend of bias against students and I'm concerned about that because I'm on the
- Young people only thought they could be a bias against students and I'm concerned about that because
Keywords:
interstate medical licensure compact, physician licensure, medical license reciprocity, expedited licensure, medical practice act, New Mexico medical board, compact commission, physician mobility, telemedicine, license portability, background check, disciplinary action, joint investigation, reproductive health care, gender-affirming care, scope of practice, medical board transparency, multistate compact, licensure renewal, health care workforce
MO
US
US Federal 2025-2026 Regular Session
Hearings to examine the nomination of Howard Lutnick, of New York, to be Secretary of Commerce. Jan 29th, 2025 at 09:15 am
Commerce, Science, and Transportation Committee
Transcript Highlights:
- failures over a year ago, the department ignored solutions to expedite access and ended BEAD's extreme bias
- But we also have to make sure that the AI age doesn't supercharge pre-existing bias and discrimination
NH
New Hampshire 2025 Regular Session
House Science, Technology and Energy (04/14/2025)
Science, Technology and Energy
Transcript Highlights:
- And for the BIA, our economic competitiveness is our mission.
- And for the BIA, our economic competitiveness is our mission.
- Uh, that's been an issue for the BIA that we've considered over the years.
- Uh that's been an issue<04:26:00.479>
for <04:26:00.720>the <04:26:00.880>BIA <04 - The BIA has and this legislation.
TX
Texas 89th Regular
Congressional Redistricting, Select Jul 24th, 2025
Congressional Redistricting, Select
Transcript Highlights:
- Texas is often accused of racial bias in redistricting, and with good reason.
- However, in lawsuits raised during the Biden administration, Texas denied racial bias.
- That's not fighting against racial bias; it's fighting for partisan gerrymandering and decreased minority
CA
California 2025-2026 Regular Session
Joint Hearing Utilities and Energy Committee and Natural Resources Committee and Transportation Committee Aug 20th, 2025
Transcript Highlights:
- So to your point, it's implicit in it.
Summary:
The joint informational hearing of the Assembly Committees on Utilities and Energy, Transportation, and Natural Resources focused on California’s transportation fuels sector, especially the state’s response to refinery closures and the broader transition away from fossil fuels. Opening remarks emphasized the tension between climate and air-quality goals, fuel affordability, refinery jobs and local tax bases, and the need to avoid crisis-driven responses as Phillips 66 and Valero consider shutting refineries in Wilmington and Benicia. Professor Emily Grubert framed the issue as a long-term managed transition in which the public already bears much of the risk and should also capture benefits from a well-planned shift.
CARB Chair Leanne Randolph reviewed the state’s emissions and fuel policies, including AB 32, the low-carbon fuel standard, clean vehicle programs, and the at-berth regulation for ocean-going vessels. She said California’s transportation sector remains the largest source of greenhouse gases and a major source of smog-forming pollution, but that the state has made substantial progress and still needs to reduce demand for fossil fuels while maintaining compliance with federal air-quality standards. Randolph also said CARB’s recent LCFS amendments had not caused the predicted spike in gas prices and explained that compliance pathways for the at-berth rule include emissions-reduction technologies or payments into a remediation fund.
CEC Vice Chair Gunda described declining gasoline demand, shrinking in-state refining capacity, and growing dependence on imports, arguing that the state is in a “mid-transition” period that requires both support for legacy infrastructure and continued investment in cleaner alternatives. He outlined the administration’s petroleum market stabilization proposal, which aims to return California crude production to 125 million barrels a year through four components: codifying the ban on fracking, validating the Kern County oil-and-gas permitting ordinance, creating a temporary CEQA exemption paired with a two-for-one plug-and-drill framework, and strengthening pipeline and spill-safety requirements. Department of Conservation Director Jennifer Lucasey said the proposal is intended to stabilize crude supply and pipeline throughput while preserving health and environmental protections, and noted that CalGEM would still review permits and enforce other requirements.
Mayor Steve Young of Benicia testified that a Valero closure would significantly reduce city revenue and leave the community facing years of cleanup and redevelopment challenges. He said the city supports environmental protection but is worried about the economic hit, the possibility that Benicia becomes a fuel-import terminal, and the lack of local influence over refinery decisions. Members pressed the panel on the CEQA exemption, tribal and habitat review, disclosure of closure liabilities, fuel-demand projections, and whether the proposal should include more demand-side measures. No formal votes were taken; the hearing was informational, and officials said some proposals, including a margin-cap pause and further transition planning, would be taken up later in the process.
MN
Minnesota 2025 1st Special Session
House Energy Finance and Policy Committee 3/4/25
Energy Finance and Policy
US
US Federal 2025-2026 Regular Session
Business meeting to markup an original concurrent resolution setting forth the congressional budget for the United States Government for fiscal year 2025 and setting forth the appropriate budgetary levels for fiscal years 2026 through 2034. Feb 12th, 2025 at 09:00 am
Senate Budget
Transcript Highlights:
- Implicit in the proposal is the assertion that the executive branch will not faithfully interpret and