Video & Transcript Research : 'implicit bias'

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FL

Florida 2025 Regular Session

March 25, 2025 - 12:00 PM

Transcript Highlights:
  • diverse backgrounds on a common scale, thereby making the admissions process fair and eliminating any bias
Summary: The Government Operations Subcommittee heard a long agenda of bills covering education, public safety, local government, labor relations, and foreign policy. Early measures included HB 1055, which would support Florida State University’s Election Law Center; CS/HB 4073, a Leon County local bill updating career service rules for sheriff’s office employees; CS/HB 253, creating penalties for license plate obscuring devices and misuse of emergency-style lights; and HB 293, codifying the Office of Faith and Community in the Governor’s Office and creating a liaison and advisory council. Members raised questions on academic freedom in HB 1055 and on church-state concerns and oversight in HB 293, but both bills advanced after supportive testimony from university, faith-based, and law enforcement representatives. The committee also approved HB 4029, a local bill for the Greater Naples Fire Rescue District, and HB 889, requiring classroom driver education for minors before licensure, with supporters emphasizing roadway safety and teen crash reduction. The committee then took up PCS/HB 731, which would require standardized testing for admission to health-related degree programs at state universities. The sponsor argued the bill would ensure qualified applicants and objective admissions standards, while several members and public witnesses raised concerns that it would duplicate existing requirements like the MCAT and create unnecessary barriers; the bill still passed, though with several no votes. HB 1519, expanding Florida’s anti-BDS law to cover academic boycotts, nonprofits, local governments, and certain grants, drew strong support from Jewish organizations and strong opposition from speakers who argued it chilled free speech and punished criticism of Israel. After an amendment narrowing and clarifying parts of the bill, it passed favorably as a committee substitute. The most contentious debate came on HB 1387, a major overhaul of Public Employees Relations Commission procedures and public-sector union rules. Supporters said the bill would streamline PERC processes, improve fairness, and address cases where unions were certified with very low participation; opponents, including teachers and labor advocates, said it weakened collective bargaining and public employee rights. After a strike-all amendment and extensive testimony, the bill passed as a committee substitute. The committee also approved HB 351, which adds extreme speeding to reckless driving and increases penalties, after removing impoundment language in an amendment, and PCB GOS 25-07, preserving a public records exemption for minors seeking judicial waiver of parental notice/consent for abortion. The meeting adjourned after all measures were reported favorably.
FL

Florida 2026 Regular Session

Children, Families, and Elder Affairs Mar 12th, 2025

Children, Families, and Elder Affairs

Transcript Highlights:
  • other possibilities—possibilities that have been shown to exist in their case—resulted in confirmation bias
Summary: The Committee on Children, Families, and Elder Affairs met with a quorum and considered five bills. SB 1174, by Senator Jones, would simplify the process for transferring a family foster home license when a foster parent moves within Florida. A friendly amendment clarified that the transfer applies to the same licensed person, not a different individual, and directs DCF to prioritize amended licenses. The committee adopted the amendment and reported the bill favorably. SB 558, by Chair Grall, created a framework for voluntary post-adoption contact agreements between adoptive and biological parents, including contact with siblings, with court filing and enforcement procedures. A strike-all amendment changed the child’s party status age from 14 to 12, required court filing in the adoption case, set a preponderance standard, and moved the effective date to January 1, 2026. The committee adopted the amendment and reported the bill favorably. SB 1626, also by Chair Grall, was substantially revised by a strike-all addressing unaccompanied alien children reporting and custody procedures, military family child protective investigations, domestic violence shelter certification, children’s services councils, criminal-background exemptions, group home rates, subcontractor indemnification, child care licensing extensions, small residential group home fire suppression rules, and missing-child jurisdiction issues. After testimony both supporting and opposing parts of the bill, the committee adopted the amendment and reported the bill favorably. SB 738, by Senator Burton, updated child care and early learning licensing rules, including expedited licensing for compliant providers, faster background screening and provisional licensure, online training/testing, exemptions for certain military and employer-provided child care, and removal of a residential insurance provision from the bill. The committee adopted the amendment and reported the bill favorably. SB 304, by Senator Sharief, known as Patterson’s Law, addressed child abuse investigations involving rare genetic or metabolic conditions that can mimic abuse. The strike-all required more detailed medical analysis in reports, allowed second opinions, and set procedures for experienced physician review and judicial resolution. After extensive testimony from affected families, advocates, and DCF, the committee adopted the amendment and reported the bill favorably. At the end, Senators Harrell and Rouson asked to be recorded as voting favorably on additional bills, and the committee adjourned.
TX

Texas 89th Regular

Senate Session Feb 3rd, 2025

Texas Senate Floor Meeting

Transcript Highlights:
  • Relating to a criminal offense committed against a person because of bias or prejudice on the basis of
Bills: SJR36, SB2, SJR6, SJR7, SJR8, SJR9, SJR10, SJR11, SJR12, SJR13, SJR14, SJR15, SJR16, SJR17, SJR18, SJR19, SJR20, SJR21, SJR22, SJR23, SJR24, SJR25, SJR26, SJR27, SJR28, SJR29, SJR30, SJR31, SJR32, SJR49, SCR1, SCR2, SCR3, SCR4, SCR5, SCR6, SCR8, SCR9, SB9, SB41, SB42, SB43, SB44, SB45, SB46, SB47, SB48, SB49, SB50, SB51, SB52, SB53, SB54, SB55, SB56, SB57, SB58, SB59, SB60, SB61, SB62, SB63, SB64, SB65, SB66, SB67, SB68, SB69, SB70, SB71, SB72, SB73, SB74, SB75, SB76, SB77, SB78, SB79, SB80, SB81, SB82, SB83, SB84, SB85, SB86, SB87, SB88, SB89, SB90, SB91, SB92, SB93, SB94, SB95, SB96, SB97, SB98, SB99, SB100, SB101, SB102, SB103, SB104, SB105, SB106, SB107, SB108, SB109, SB110, SB111, SB112, SB113, SB114, SB115, SB116, SB117, SB118, SB119, SB120, SB121, SB122, SB123, SB124, SB125, SB126, SB127, SB128, SB129, SB130, SB131, SB132, SB133, SB134, SB135, SB136, SB137, SB138, SB139, SB140, SB141, SB142, SB143, SB144, SB145, SB146, SB147, SB148, SB149, SB150, SB151, SB152, SB153, SB154, SB155, SB156, SB157, SB158, SB159, SB160, SB161, SB162, SB163, SB164, SB165, SB166, SB167, SB168, SB169, SB170, SB171, SB172, SB173, SB174, SB175, SB176, SB177, SB178, SB179, SB180, SB181, SB182, SB183, SB184, SB185, SB186, SB187, SB188, SB189, SB190, SB191, SB192, SB193, SB194, SB195, SB196, SB197, SB198, SB199, SB200, SB201, SB202, SB203, SB204, SB205, SB206, SB207, SB208, SB209, SB210, SB211, SB212, SB213, SB214, SB215, SB216, SB217, SB218, SB219, SB220, SB221, SB222, SB223, SB224, SB225, SB226, SB227, SB228, SB229, SB230, SB231, SB232, SB233, SB234, SB235, SB236, SB237, SB238, SB239, SB240, SB241, SB242, SB243, SB244, SB245, SB246, SB247, SB248, SB249, SB250, SB251, SB252, SB253, SB254, SB255, SB256, SB257, SB258, SB259, SB260, SB261, SB262, SB263, SB264, SB265, SB266, SB267, SB268, SB269, SB270, SB271, SB272, SB273, SB274, SB275, SB276, SB277, SB278, SB279, SB280, SB281, SB282, SB283, SB284, SB285, SB286, SB287, SB288, SB289, SB290, SB291, SB292, SB293, SB294, SB295, SB296, SB297, SB298, SB299, SB300, SB301, SB302, SB303, SB304, SB305, SB306, SB307, SB308, SB309, SB310, SB311, SB312, SB313, SB314, SB315, SB316, SB317, SB318, SB319, SB320, SB321, SB322, SB323, SB324, SB325, SB326, SB327, SB328, SB329, SB330, SB331, SB332, SB333, SB334, SB335, SB336, SB337, SB338, SB339, SB340, SB341, SB342, SB343, SB344, SB345, SB346, SB347, SB348, SB349, SB350, SB351, SB352, SB353, SB354, SB355, SB356, SB357, SB358, SB359, SB360, SB361, SB362, SB363, SB364, SB365, SB366, SB367, SB368, SB369, SB370, SB371, SB372, SB373, SB374, SB375, SB376, SB377, SB378, SB379, SB380, SB381, SB382, SB383, SB384, SB385, SB386, SB387, SB388, SB389, SB390, SB391, SB392, SB393, SB394, SB395, SB396, SB397, SB398, SB399, SB400, SB401, SB402, SB403, SB404, SB405, SB406, SB407, SB408, SB409, SB410, SB411, SB412, SB413, SB414, SB415, SB416, SB417, SB418, SB419, SB420, SB421, SB422, SB423, SB424, SB425, SB426, SB427, SB428, SB429, SB430, SB431, SB432, SB433, SB434, SB435, SB436, SB437, SB438, SB439, SB440, SB441, SB442, SB443, SB444, SB445, SB446, SB447, SB448, SB449, SB450, SB451, SB452, SB453, SB454, SB455, SB456, SB457, SB458, SB459, SB460, SB461, SB462, SB463, SB464, SB465, SB466, SB467, SB468, SB469, SB470, SB471, SB472, SB473, SB474, SB475, SB476, SB477, SB478, SB479, SB480, SB481, SB482, SB483, SB484, SB485, SB486, SB487, SB488, SB489, SB490, SB491, SB492, SB493, SB494, SB495, SB496, SB497, SB498, SB499, SB500, SB501, SB502, SB503, SB504, SB505, SB506, SB507, SB508, SB509, SB510, SB511, SB512, SB513, SB514, SB515, SB516, SB517, SB518, SB519, SB520, SB521, SB522, SB523, SB524, SB525, SB526, SB527, SB528, SB529, SB530, SB531, SB532, SB533, SB534, SB535, SB536, SB537, SB538, SB539, SB540, SB541, SB542, SB543, SB544, SB545, SB546, SB547, SB548, SB549, SB550, SB551, SB552, SB553, SB554, SB555, SB556, SB557, SB558, SB559, SB560, SB561, SB562, SB563, SB564, SB565, SB566, SB567, SB568, SB569, SB570, SB571, SB572, SB573, SB574, SB575, SB576, SB577, SB578, SB579, SB580, SB581, SB582, SB583, SB584, SB585, SB586, SB587, SB588, SB589, SB590, SB591, SB592, SB593, SB594, SB595, SB596, SB597, SB598, SB599, SB600, SB601, SB602, SB603, SB604, SB605, SB606, SB607, SB608, SB609, SB610, SB611, SB612, SB613, SB614, SB615, SB616, SB617, SB618, SB619, SB620, SB621, SB622, SB623, SB624, SB625, SB626, SB627, SB628, SB629, SB630, SB631, SB632, SB633, SB634, SB635, SB636, SB637, SB638, SB639, SB640, SB641, SB642, SB643, SB644, SB645, SB646, SB647, SB648, SB649, SB650, SB651, SB652, SB653, SB654, SB655, SB656, SB657, SB658, SB659, SB660, SB661, SB662, SB663, SB664, SB665, SB666, SB667, SB668, SB669, SB670, SB671, SB672, SB673, SB674, SB675, SB676, SB677, SB678, SB679, SB680, SB681, SB682, SB683, SB684, SB685, SB686, SB687, SB688, SB689, SB690, SB691, SB692, SB693, SB694, SB695, SB696, SB697, SB699, SB700, SB1047, SB1048, SJR6, SJR7, SJR8, SJR9, SJR10, SJR11, SJR12, SJR13, SJR14, SJR15, SJR16, SJR17, SJR18, SJR19, SJR20, SJR21, SJR22, SJR23, SJR24, SJR25, SJR26, SJR27, SJR28, SJR29, SJR30, SJR31, SJR32, SJR49, SCR1, SCR2, SCR3, SCR4, SCR5, SCR6, SCR8, SCR9, SB9, SB41, SB42, SB43, SB44, SB45, SB46, SB47, SB48, SB49, SB50, SB51, SB52, SB53, SB54, SB55, SB56, SB57, SB58, SB59, SB60, SB61, SB62, SB63, SB64, SB65, SB66, SB67, SB68, SB69, SB70, SB71, SB72, SB73, SB74, SB75, SB76, SB77, SB78, SB79, SB80, SB81, SB82, SB83, SB84, SB85, SB86, SB87, SB88, SB89, SB90, SB91, SB92, SB93, SB94, SB95, SB96, SB97, SB98, SB99, SB100, SB101, SB102, SB103, SB104, SB105, SB106, SB107, SB108, SB109, SB110, SB111, SB112, SB113, SB114, SB115, SB116, SB117, SB118, SB119, SB120, SB121, SB122, SB123, SB124, SB125, SB126, SB127, SB128, SB129, SB130, SB131, SB132, SB133, SB134, SB135, SB136, SB137, SB138, SB139, SB140, SB141, SB142, SB143, SB144, SB145, SB146, SB147, SB148, SB149, SB150, SB151, SB152, SB153, SB154, SB155, SB156, SB157, SB158, SB159, SB160, SB161, SB162, SB163, SB164, SB165, SB166, SB167, SB168, SB169, SB170, SB171, SB172, SB173, SB174, SB175, SB176, SB177, SB178, SB179, SB180, SB181, SB182, SB183, SB184, SB185, SB186, SB187, SB188, SB189, SB190, SB191, SB192, SB193, SB194, SB195, SB196, SB197, SB198, SB199, SB200, SB201, SB202, SB203, SB204, SB205, SB206, SB207, SB208, SB209, SB210, SB211, SB212, SB213, SB214, SB215, SB216, SB217, SB218, SB219, SB220, SB221, SB222, SB223, SB224, SB225, SB226, SB227, SB228, SB229, SB230, SB231, SB232, SB233, SB234, SB235, SB236, SB237, SB238, SB239, SB240, SB241, SB242, SB243, SB244, SB245, SB246, SB247, SB248, SB249, SB250, SB251, SB252, SB253, SB254, SB255, SB256, SB257, SB258, SB259, SB260, SB261, SB262, SB263, SB264, SB265, SB266, SB267, SB268, SB269, SB270, SB271, SB272, SB273, SB274, SB275, SB276, SB277, SB278, SB279, SB280, SB281, SB282, SB283, SB284, SB285, SB286, SB287, SB288, SB289, SB290, SB291, SB292, SB293, SB294, SB295, SB296, SB297, SB298, SB299, SB300, SB301, SB302, SB303, SB304, SB305, SB306, SB307, SB308, SB309, SB310, SB311, SB312, SB313, SB314, SB315, SB316, SB317, SB318, SB319, SB320, SB321, SB322, SB323, SB324, SB325, SB326, SB327, SB328, SB329, SB330, SB331, SB332, SB333, SB334, SB335, SB336, SB337, SB338, SB339, SB340, SB341, SB342, SB343, SB344, SB345, SB346, SB347, SB348, SB349, SB350, SB351, SB352, SB353, SB354, SB355, SB356, SB357, SB358, SB359, SB360, SB361, SB362, SB363, SB364, SB365, SB366, SB367, SB368, SB369, SB370, SB371, SB372, SB373, SB374, SB375, SB376, SB377, SB378, SB379, SB380, SB381, SB382, SB383, SB384, SB385, SB386, SB387, SB388, SB389, SB390, SB391, SB392, SB393, SB394, SB395, SB396, SB397, SB398, SB399, SB400, SB401, SB402, SB403, SB404, SB405, SB406, SB407, SB408, SB409, SB410, SB411, SB412, SB413, SB414, SB415, SB416, SB417, SB418, SB419, SB420, SB421, SB422, SB423, SB424, SB425, SB426, SB427, SB428, SB429, SB430, SB431, SB432, SB433, SB434, SB435, SB436, SB437, SB438, SB439, SB440, SB441, SB442, SB443, SB444, SB445, SB446, SB447, SB448, SB449, SB450, SB451, SB452, SB453, SB454, SB455, SB456, SB457, SB458, SB459, SB460, SB461, SB462, SB463, SB464, SB465, SB466, SB467, SB468, SB469, SB470, SB471, SB472, SB473, SB474, SB475, SB476, SB477, SB478, SB479, SB480, SB481, SB482, SB483, SB484, SB485, SB486, SB487, SB488, SB489, SB490, SB491, SB492, SB493, SB494, SB495, SB496, SB497, SB498, SB499, SB500, SB501, SB502, SB503, SB504, SB505, SB506, SB507, SB508, SB509, SB510, SB511, SB512, SB513, SB514, SB515, SB516, SB517, SB518, SB519, SB520, SB521, SB522, SB523, SB524, SB525, SB526, SB527, SB528, SB529, SB530, SB531, SB532, SB533, SB534, SB535, SB536, SB537, SB538, SB539, SB540, SB541, SB542, SB543, SB544, SB545, SB546, SB547, SB548, SB549, SB550, SB551, SB552, SB553, SB554, SB555, SB556, SB557, SB558, SB559, SB560, SB561, SB562, SB563, SB564, SB565, SB566, SB567, SB568, SB569, SB570, SB571, SB572, SB573, SB574, SB575, SB576, SB577, SB578, SB579, SB580, SB581, SB582, SB583, SB584, SB585, SB586, SB587, SB588, SB589, SB590, SB591, SB592, SB593, SB594, SB595, SB596, SB597, SB598, SB599, SB600, SB601, SB602, SB603, SB604, SB605, SB606, SB607, SB608, SB609, SB610, SB611, SB612, SB613, SB614, SB615, SB616, SB617, SB618, SB619, SB620, SB621, SB622, SB623, SB624, SB625, SB626, SB627, SB628, SB629, SB630, SB631, SB632, SB633, SB634, SB635, SB636, SB637, SB638, SB639, SB640, SB641, SB642, SB643, SB644, SB645, SB646, SB647, SB648, SB649, SB650, SB651, SB652, SB653, SB654, SB655, SB656, SB657, SB658, SB659, SB660, SB661, SB662, SB663, SB664, SB665, SB666, SB667, SB668, SB669, SB670, SB671, SB672, SB673, SB674, SB675, SB676, SB677, SB678, SB679, SB680, SB681, SB682, SB683, SB684, SB685, SB686, SB687, SB688, SB689, SB690, SB691, SB692, SB693, SB694, SB695, SB696, SB697, SB699, SB700, SB1047, SB1048
NH
Transcript Highlights:
  • The second criterion is a non-response bias analysis, which essentially is they will compare the students
  • you back results. you so second criteria is a non-response you so second criteria is a non-response bias
  • analysis which essentially is they bias analysis which essentially is they will<04:57:45.320> compare
  • However, due to the non-response bias, CDC did determine that the results were representative enough
  • 04:59:01.200> to<04:59:01.320> the<04:59:01.400> non-response<04:59:01.840> bias
Keywords: 928, house, all
Summary: The committee first noted that House Bill 398, concerning Holocaust and genocide studies, and House Bill 131 had already been handled previously and were off the schedule. It then took up House Bill 740, which would require the Department of Education to maintain permanent records for closed charter schools. After brief discussion about overlap with another charter-school bill that already addressed closure and records, Representative Freeman moved to table the bill. The committee voted 16-0 to table/ITL the bill, and it was placed on the consent calendar. The main discussion centered on House Bill 557, which would require additional information on school budget ballots, including average cost per pupil, enrollment history, and teacher-to-administrator ratios. Members raised concerns that the bill was duplicative of existing law, overly detailed, costly to towns, and potentially electioneering or cumbersome on ballots. Supporters argued it would improve transparency and help voters who do not attend deliberative sessions or use online resources. The committee did not vote on the bill during the discussion; instead, members moved into caucus and later indicated they would hold the bill until Monday for further review. Later, the committee turned to House Bill 699 on special education definitions and considered Amendment 0606H. The sponsor explained the amendment was developed with the Department of Education after hearing testimony and was intended to align state definitions with federal law and incorporate recommendations from a prior audit, including changing “functionally blind pupils” to “students with visual impairments.” Some members supported the changes as responsive to the hearing and audit, while others objected that the amendment was still confusing, had not fully addressed stakeholder concerns, and should wait for a more comprehensive special education audit. The discussion also referenced House Bill 754 and another amendment, but the transcript ends before final action on HB 699 is shown.
CO

Colorado 2026 Regular Session

Colorado House 2026 Legislative Day 093 Apr 17th, 2026

Colorado House Floor Meeting

Transcript Highlights:
  • believe that the laws that we have in the treatment of this space is different and it is rooted in bias
  • it<01:52:21.920> is<01:52:22.200> rooted<01:52:22.680> in<01:52:22.840> bias
  • is different and it is rooted in bias. is different and it is rooted in bias.
Keywords: 981, all
Summary: The House convened with 58 members present and seven excused, establishing a quorum, and approved the April 15, 2026 journal as corrected. The chamber then moved through announcements recognizing visiting railroad workers, LIUNA Local 720, Colorado West Christian Schools, Religious Freedom Day, and several school and community groups, along with birthday acknowledgments and committee schedule notices. The House also adopted a motion to remove House Bill 1245 from special orders and returned it to the general orders second reading calendar, and set House Bills 1290, 1312, and 1321 as special orders. The House adopted Senate Joint Resolution 18, recognizing Nowruz and expressing support for the human rights and fundamental freedoms of the Iranian people, including the Women, Life, Freedom movement. Supporters described Nowruz as a holiday of renewal and resilience and tied the resolution to solidarity with Iranian communities. Representative Zokaie also spoke at length about the personal impact of war on Iranian families and urged a vote. The resolution passed 59-2 with four excused. The chamber then considered several bills in committee report. House Bill 1290, concerning assault and clarifying sentencing, was amended in Judiciary to remove the medical professional provision and passed after testimony emphasizing strangulation as a serious warning sign in domestic violence cases; it then passed the House. House Bill 1312, dealing with peace officer participation, POST Board composition, academy training, and related grants, was amended for clarity and passed the Judiciary report and then the bill. House Bill 1321, modifying the School Security Disbursement Program, had the Education Committee report defeated, but amendments were adopted to broaden eligible service providers and adjust funding language; the bill then passed as amended.
CO

Colorado 2026 Regular Session

Colorado Senate 2026 Legislative Day 093 Apr 17th, 2026

Colorado Senate Floor Meeting

Transcript Highlights:
  • Um, I think this is also a way where some bias can be inserted.
  • <02:02:21.120> where<02:02:22.200> uh<02:02:22.360> some<02:02:22.640> bias
  • <02:02:23.160> can<02:02:23.560> be a way where uh some bias can be a way where uh
  • some bias can be inserted. inserted. inserted.
Keywords: 981, all
Summary: The Senate convened with a quorum, approved the prior day’s journal, and then took up a large third-reading consent calendar containing many House bills, most of them dealing with appropriations, fund transfers, repeals of programs or cash funds, and related budget adjustments. The calendar included measures affecting broadband infrastructure, early childhood prevention services, school food programs, reading and assessment programs, higher education funding, human services funding models, disaster and transportation funds, public safety communications, and several other state cash funds and reserve requirements. Most of the bills passed with broad support, though several drew recorded no votes from individual senators on specific measures. Before the consent calendar vote, Senator Catlin recognized a Montrose leadership class visiting the chamber. The Senate then adopted the consent calendar, with the clerk recording numerous individual no votes on particular bills. Among the more notable measures passed were bills related to the Healthy School Meals for All program, the state education fund, the Affordable Housing Financing Fund, kinship care, judicial discipline, public defender/prosecutor behavioral health support, public safety personnel health benefits, multimodal transportation funding, unclaimed property transfers, tobacco education funds, and preschool funding. Several bills were approved unanimously or near-unanimously, while others had more divided votes. The chamber then debated Senate Bill 90, which exempts critical infrastructure from the Consumer Repair Bill of Rights Act. Senator Snyder explained that the bill had been revised after stakeholder discussions with opponents, the governor’s office, and the attorney general’s office; the amendment L006 was described as narrowing and defining the exemption, giving the Attorney General rulemaking authority, and preserving district court review. Senator Carson supported the amendment and said it clarified that the bill focused on business-to-business and business-to-government equipment rather than retail consumer products. The amendment was adopted 35-0, and the bill then passed 22-13. The Senate also passed House Bill 1351 on the Healthy School Meals for All program, with Senator Kirkmeyer saying it repays money previously transferred from the state education fund and does not reduce program funding or transparency. House Bill 1353 on state-administered social studies assessments passed 25-10, and House Bill 1359 on school land mineral revenues passed 28-7. The final portion of the transcript shows additional House bills being read and passed, including measures on housing financing, reserve reductions, cash fund transfers, child welfare subsidies, kinship care, judicial discipline, public safety benefits, multimodal transportation, unclaimed property transfers, tobacco education funds, and preschool funding, with several senators recording no votes and Senator Kirkmeyer noting concerns about transparency in cash fund balances during the debate on House Bill 1405.
KY
Transcript Highlights:
  • human skills that AI is always going to lack, like the ability to assess the ethics of AI systems and bias
  • 29:01.120> and to assess the ethics of AI systems and to assess the ethics of AI systems and bias
  • 03.200> so<00:29:03.440> computer<00:29:03.760> science<00:29:04.159> is bias
  • Um and so computer science is bias.
Summary: The committee first handled routine business, including roll call, introductions, and approval of the previous meeting minutes by voice vote. It then heard a presentation on SB 253, focused on expanding support for teacher apprenticeship and teaching-and-learning pathways. Senator Hickman and staff from the Kentucky Department of Education and Nelson County Schools described how the program uses dual credit, work-based learning, and registered apprenticeship to help students earn an associate degree in high school and continue toward a teaching degree. They said the goal is to address the teacher shortage by creating a sustainable pipeline into the profession. Witnesses emphasized that the main barrier is cost. Mary Taylor said Kentucky’s youth apprenticeship model has been successful in other fields and that education should be added as an in-demand sector, but an associate degree alone will not solve the teacher shortage because teachers still need a bachelor’s degree and certification. Laura Arnold of Nelson County Schools described the district’s Lead Nelson program, saying the district has invested more than $800,000 since 2021, currently has 37 students in the pathway and seven committed apprentices, and spends about $85,000 per apprentice from freshman year through certification. She said district staffing, planning, and university partnerships are also significant hurdles. Members asked about job guarantees, tenure, and retirement; Arnold said employment is performance-based and retirement issues are being considered. Senator Hickman said the bill would use lottery funds to help cover tuition and dual credit costs so more districts can participate, noting that a prior version died because of a high fiscal note. Representative Payne and Representative Tipton praised the program but stressed the need for funding and noted inconsistencies between statute and budget language on Work Ready Kentucky and dual credit support. Representative Tipton also cautioned that lottery revenue may not keep pace with demand and said the General Assembly may need to make broader funding decisions. After the apprenticeship discussion, the chair moved the committee to the next agenda item on computer science and AI literacy, where Code.org began a presentation on the importance of computer science for all students.
MN

Minnesota 2025-2026 Regular Session

House Public Safety Finance and Policy Committee 3/18/25

Public Safety Finance and Policy

Transcript Highlights:
  • And as we all know, whether intentional or not, analysis can sometimes come with a bias.
  • sometimes<01:21:26.560> come<01:21:26.719> with<01:21:26.840> a<01:21:27.159> bias
  • analysis can sometimes come with a bias analysis can sometimes come with a bias um<01:21:28.360>
MN

Minnesota 2025-2026 Regular Session

Committee on Judiciary and Public Safety - 03/10/25

Judiciary and Public Safety

Transcript Highlights:
  • In addition, it has instruction on de-escalation methods and tactics, bias-motivation, unknown-risk training
  • methods has instruction on deescalation methods and<00:12:39.000> tactics<00:12:39.720> bias
  • 00:12:40.199> motivation<00:12:41.199> unknown<00:12:41.680> risk and tactics bias
  • motivation unknown risk and tactics bias motivation unknown risk training<00:12:42.399> defensive
Keywords: 1187, senate, all
MN

Minnesota 2025 1st Special Session

Committee on Judiciary and Public Safety - 02/26/25

Judiciary and Public Safety

Transcript Highlights:
  • For example, there's nothing about bias in Senator Seer's delete-everything language.
  • 26.920> about 12 uh for example there's nothing about 12 uh for example there's nothing about bias
  • > Senator<00:58:29.359> seer's<00:58:30.440> de<00:58:31.440> language bias
  • in Senator seer's de language bias in Senator seer's de language there's<00:58:32.039> nothing
Keywords: 1187, senate, all
NH

New Hampshire 2025 Regular Session

House Finance Division III (02/18/2025)

Transcript Highlights:
  • for<01:51:29.760> a<01:51:29.880> number<01:51:30.119> of<01:51:30.320> Bia
  • has been in place for a number of Bia has been in place for a number of Bia now<01:51:31.560>
  • this is this has been suspended um<02:09:31.800> in<02:09:32.199> in<02:09:32.400> Bia
Keywords: 928, house, all
Summary: The meeting began as a Division 3 work session on HB 71, but much of the early discussion focused on whether a previously discussed non-germane amendment could be considered or voted on that day. Members and the chair debated process and notice requirements, and the clerk’s guidance was that the amendment needed a separate public hearing before the full Finance Committee. The amendment was described as requiring DHHS contracts and addenda to include compliance with the Patient Bill of Rights, with a repeal date so the requirement would expire on November 30, 2026. The motion to move OTP on HB 71 with the amendment was withdrawn, and the committee agreed the amendment would be scheduled for a future full Finance hearing instead. The committee then turned to HB 71 itself and heard testimony from DHHS representatives John Williams and Jenny O’Higgins on the fiscal note and policy implications. Members questioned the estimate that the bill could put $12 million to $18 million per year in federal funding at risk, including HUD and Office of Refugee Resettlement funds. DHHS explained that the estimate was based on a broad reading of the bill’s term “specified alien,” which they said was not clearly defined in the bill, so they analyzed it using the federal definition of “alien” and assumed the bill could affect lawfully present non-citizens as well as undocumented individuals. They said the figure represented a worst-case scenario and that they were not claiming the loss was certain. Members also pressed DHHS on whether the bill could affect emergency sheltering in schools, public academies, or institutions of higher learning during disasters. DHHS said the language could create conflicts with federal funding conditions because emergency shelter programs generally cannot impose barriers on who may be sheltered, and they warned that excluding certain people could affect refugee-related and HUD funding. Questions were raised about whether the bill’s language would apply to private institutions as well as public ones, and whether the state could still use schools in short-term emergencies. DHHS said the language was broad, that they could not answer every legal question definitively, and that they would need input from public health and legal staff. No final vote on HB 71 was taken in the portion provided; the committee remained in discussion/work session mode after the amendment motion was withdrawn.
NH
Transcript Highlights:
  • It was used to block unfavored social groups or on a racial or sexual basis, and it is subject to bias
  • sexual basis and it is subject racial or sexual basis and it is subject to to to um<04:41:00.600> bias
  • um bias um bias and<04:41:03.520> irregular<04:41:04.320> application<04:41:05.080
Keywords: 928, house, all
Summary: The meeting was an orientation-style overview from the Office of Professional Licensure and Certification (OPLC), led by Executive Director Deana Jurus and staff. They described the office’s mission to protect public health, safety, welfare, the environment, and the public trust, and outlined the agency structure: enforcement, licensing and board administration, operations, legal counsel, board counsel, and the hearings bureau. OPLC said it currently supports 57 boards, including seven advisory boards, and has about 104 filled positions out of 120 authorized. They also noted new voluntary certifications for doulas, lactation consultants, and community health workers that are in rulemaking. A substantial portion of the discussion focused on how boards and staff divide responsibilities under RSA 310:4. Staff explained that the office handles application processing, complaint intake and initial review, records retention, 91-A requests, and rule drafting, while boards make final decisions on licensure criteria, complaint dismissals or investigations, disciplinary actions, and some hearing matters. They also described the rule structure by chapter number ranges and the distinction between full licensing boards and advisory boards. The committee asked about complaint notifications, and OPLC said it is tightening policies so complainants are told whether a matter is closed or moving forward. The licensing process was discussed in detail, especially for nursing. Bethany Katrell explained that applicants apply through an online portal, may receive approval to sit for exams, can work under provisional authority in some cases, and then receive full licensure after exam results and criminal background checks are complete. OPLC said the portal now reduces back-and-forth paperwork and that, as of the latest biweekly report, 87% of applications were decided within the statutory 90-day period and 57% within 14 days. Members also raised questions about why some professions require board approval before taking an exam, and OPLC said that requirement varies by statute or board rule. No votes or formal actions were taken during the discussion.
NH

New Hampshire 2026 Regular Session

House Environment and Agriculture (01/27/2026)

Environment and Agriculture

Keywords: 1189, house, all
NH

New Hampshire 2026 Regular Session

House Labor, Industrial and Rehabilitative Services (01/20/2026)

Labor, Industrial and Rehabilitative Services

Keywords: 1189, house, all
NH

New Hampshire 2026 Regular Session

House Education Policy and Administration (01/14/2026)

Education Policy and Administration

Transcript Highlights:
  • Um, the definition is to persuade or win, often through relying on emotion, bias, or manipulation.
  • Whereas critical thinking seeks to minimize bias and manipulation by testing claims against evidence
  • 01:29:43.760> relying<01:29:44.239> on<01:29:44.480> emotion<01:29:45.040> bias
  • <01:29:45.440> or through relying on emotion bias or through relying on emotion bias or manipulation
  • <01:29:50.880> and<01:29:51.120> manipulation<01:29:51.760> by minimize bias
Keywords: 1189, house, all
NH

New Hampshire 2026 Regular Session

House Labor, Industrial and Rehabilitative Services (01/13/2026)

Labor, Industrial and Rehabilitative Services

Transcript Highlights:
  • NH Graves for the BIA, the Statewide Chamber of Commerce. We oppose this legislation.
  • Graves for the BIA.
  • <03:46:05.199> Uh<03:46:05.520> the<03:46:05.760> BIA<03:46:06.160> does<
  • Uh the BIA does not have any of you.
  • Uh the BIA does not have control<03:46:06.800> over<03:46:07.040> any<03:46:07.279>
Keywords: 1189, house, all
NH
Transcript Highlights:
  • Representative Howard asked about a letter just received from the BIA and thanked Representative J for
  • Seeing none, thank you for your testimony, and I call Nat Grace from BIA.
  • Seeing none, thank you for your testimony, and I call Nat Grace from BIA. Thank you, Madam Chair.
  • First, can we just, on the record, is Cella a membership with BIA, so they pay dues to you?
  • with Bia so they pay dues to you I with Bia so they pay dues to you I believe<04:47:03.360> that's
Keywords: 928, house, all
Summary: The Environment and Agriculture Committee held a hearing on HB 566, which would require permit applications for new landfills to include a detailed leachate management plan. Representative German introduced the bill and explained that it was prompted by recent reporting on leachate management problems at New Hampshire landfills, including alleged violations and deficiency letters from DES. He said the bill was intended to address public health concerns, PFAS contamination, and increased leachate volumes tied to more severe rainstorms, while still allowing innovation in treatment and transportation methods. He also described a set of proposed amendments developed after discussions with DES and a landfill operator, including changing “permit for construction” to “operating approval,” applying the bill to landfill expansions, moving contract-related language into the planning section, and removing a proposed new subparagraph. Committee members asked whether the bill would limit operator flexibility or duplicate existing DES rules. Representative German said the bill would not dictate specific treatment methods or lock operators into long-term contracts, but would require a plan showing how leachate will be managed, transported, and disposed of, with later contract changes reported to DES. Several members and the BIA representative questioned whether the bill was necessary given existing Env 806 rules and DES enforcement authority. The Business and Industry Association opposed the bill as introduced, arguing that DES already has rules and technical expertise, that the issue is better handled through rulemaking, and that moving requirements into statute could freeze the framework and make future adjustments harder. Supporters countered that a statute would provide a stronger, more durable policy commitment in response to ongoing problems. No vote or final committee action was taken during the hearing. The discussion ended with the bill still under consideration and with the sponsor indicating that a revised amendment would likely be brought forward for later work session or executive session review.
TX
Transcript Highlights:
  • Many people who have a racial bias will not admit it unless that admission aligns with a guiding principle
  • time again during the debate on the Senate floor, and that the maps were drawn without any racial bias
Summary: The Senate Special Committee on Congressional Redistricting met virtually for its West Texas regional hearing, established a quorum, and explained that the hearing was part of a series of statewide information-gathering sessions before any map was filed. The chair outlined the Zoom procedures, the two-minute testimony limit, and the availability of written comments through the committee’s public portal. Senators also discussed the logistics and transparency of the process, including the expectation that any proposed map or amendment would be made public once filed and that additional hearings would follow. Senator Blanco, whose district includes West Texas and the border region, said the area’s communities of interest should be kept together and warned against repeating the loss of representation that followed the last redistricting cycle. Senators Alvarado, Hinojosa, Miles, and others debated the value of virtual hearings versus in-person hearings, the number of people who had testified, and whether the committee could subpoena witnesses after the regional hearings ended. The chair said he was awaiting legal guidance and would consider a subpoena motion at a formal meeting the next day. A lengthy exchange also occurred over the tone of public testimony and the chair’s view that some comments directed at Republicans and the president had been offensive or historically inaccurate. Invited witnesses and public commenters largely opposed mid-decade redistricting and argued that any new map should reflect population growth, especially among Latino and other minority communities, and comply with the Voting Rights Act. Nina Perales of MALDEF said the hearings were not meaningful without a draft map and testified that Texas has a long history of discriminatory redistricting; senators questioned her about litigation, DOJ’s July 7 letter, and the 2021 congressional map. Tania Chavez Camacho, Luis Figueroa, and several El Paso residents emphasized that maps should preserve communities of interest, avoid cracking and packing, and be transparent and participatory. A smaller number of witnesses supported redistricting, including one El Paso resident who said the current districting leaves the area underrepresented and another who argued that some communities want to return to a map closer to the earlier District 16 configuration. Several witnesses also criticized the DOJ letter as inconsistent with the state’s position that the 2021 maps were drawn race-blind, while others said the current process was too rushed and lacked sufficient public input.
TX

Texas 89th Regular

State Affairs (Part II) May 15th, 2025

State Affairs

Transcript Highlights:
  • These employees instead demonstrated the unprofessional bias and harassment that citizens like me face
  • These employees instead demonstrated the unprofessional bias and harassment that citizens like me face
Summary: The committee took up House Bill 186, which would require social media platforms to verify users are 18 or older before allowing account creation. Invited witnesses in support, including Mary Elizabeth Castle and David Dunmoyer, argued the bill would protect children from harmful algorithms, addictive design, bullying, sexual exploitation, and mental health harms, and emphasized parental rights and the idea that minors should not enter binding contracts with platforms. Committee members questioned them about how algorithms work, whether parents could realistically monitor content, and whether the bill would still allow educational use; the witnesses said the bill was narrowly aimed at harmful social media use and not educational content. Public testimony on HB 186 was largely in opposition, though several student witnesses said they supported the bill’s goals but wanted the age lowered to 16 or the bill amended to allow parental consent or joint accounts. Opponents argued the bill would be ineffective because teens could bypass age checks, would cut off access to educational tools, school communications, recruiting and NIL opportunities, and would burden free speech and privacy. Some witnesses also said social media helps teens with mental health, community, and creative or professional opportunities, while others warned the bill could disproportionately harm disabled and marginalized users. After public testimony closed, HB 186 was left pending. The committee then heard House Bill 5138, which Chairman Hughes said would respond to a court ruling limiting the Attorney General’s authority to prosecute election crimes unless invited by local prosecutors by changing the statute to require AG prosecution. Public testimony on HB 5138 was brief and opposed by at least one witness who argued it would further erode local control and expand state preemption. The bill was left pending after testimony. Finally, the committee heard House Bill 3225, a library bill aimed at keeping sexually explicit books and materials out of children’s sections in municipal libraries and requiring age verification for checkout, including digital access, with parental consent and other revisions added in the House. Supporters said the bill would protect children from explicit material and keep such content in adult sections, while opponents argued it would amount to censorship, be costly and difficult to implement, and could be used to target LGBTQ+ or other marginalized content. Library workers, parents, students, and advocates testified that existing library sections already separate age-appropriate materials and that the bill could reduce access to books, burden libraries, and infringe on parental choice and free expression.
TX

Texas 89th Regular

Delivery of Government Efficiency Apr 2nd, 2025

Delivery of Government Efficiency

Transcript Highlights:
  • describe the impact that we'll have on the services that they deliver, to address concerns about possible bias
  • OPEC is statutorily mandated to focus solely on the collective public interest. free from bias toward