Video & Transcript Research : 'algorithmic decision making'
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TX
Transcript Highlights:
- And what the algorithm figured out, not a person, an algorithm with neither evil intent nor benevolent
- I think that makes a lot of sense.
- So what's the impetus for making this change? Really.
- Okay, so is the state association an opinion of the federal, or does it make its own decisions and choose
- We will make certain that when we pass...
Keywords:
minors, sexually explicit materials, public libraries, age verification, civil penalties, library collection review, alcohol storage, airline permits, beverage regulations, airport, commercial flights, alcoholic beverages, local option election, zoning regulations, municipality control, land use, state law, social media, bot accounts, misinformation
MN
Minnesota 2025-2026 Regular Session
Minnesota House passes bill requiring safeguards for underage social media users - Pt. 2 5/12/26
Minnesota House Floor Meeting
Transcript Highlights:
- Um, we're doing our best to empower parents to make those decisions, um, based on whether they think
- c> based parents to make those decisions um based parents to make those decisions um based on<00:
- We want to support them to be able to make decisions for their families.
- <00:30:42.240>
decisions <00:30:42.640>for them uh to be able to make decisions for - them uh to be able to make decisions for their<00:30:43.120>
families.
Summary:
The House took up House File 4138, a bill aimed at limiting harmful social media features for children and requiring social media companies to report potential mass-shooting threats to the BCA. Members first reconsidered and then adopted the Smith amendment (A13), while a proposed amendment to that amendment (A18) failed on a 67-67 tie. Representative Bonner then introduced a technical amendment (A14) but withdrew it after explaining it needed further work to avoid liability and legal problems. The bill was then read for third reading as amended.
Debate centered on the bill’s approach to child safety online. Supporters, including Representatives Scott, Eng, Feist, Greenman, and Gilman, argued that social media is addictive, harmful to children’s mental health, and too often exploits kids, and they said the bill is an important bipartisan first step. Several members also emphasized that parents should be involved, though some questioned whether parents can realistically understand the technology and legal terms well enough to make informed decisions. Representative Leeing raised concerns about location privacy, parental consent, possible liability waivers, and whether the bill should instead restrict addictive features for all children rather than only those whose parents consent.
The discussion also broadened to related public-safety issues. Representative Greenman contrasted the difficulty of advancing this bill with the Legislature’s inability to move gun-related provisions, arguing that organized interests like the gun lobby and big tech are blocking stronger protections for children. Representative Bonner later described specific cases of children harmed through social media, including sextortion and fentanyl-related deaths, to argue that the bill does not yet cover all vulnerable youth and should be strengthened. No final vote on passage is included in the transcript excerpt, but the amended bill advanced to third reading.
MN
Minnesota 2025-2026 Regular Session
House Commerce Finance and Policy Committee 2/19/26
Commerce Finance and Policy
Transcript Highlights:
- <00:07:43.120>
informed <00:07:43.680>decisions help motans make informed decisions - help motans make informed decisions about<00:07:44.560>
insurance <00:07:44.960>and <00 - <01:08:44.239>
adverse <01:08:44.719>decisions leverage AI in making adverse decisions - the decision-making process, went into the decision-making process, they're<01:10:24.719>
not - decision-m makes it nearly impossible decision-m makes it nearly impossible for<01:10:30.880>
TX
Texas 89th Regular
Senate Committee on Health and Human Services Mar 11th, 2025
Health & Human Services
Transcript Highlights:
- So, the idea is to make sure that we're...
- Do you use algorithms to aggregate data and and see the outliers, what do algorithms do for you?
- Right, algorithms don't, and I believe in statute we... you know, after the algorithm, you begin investigation
- Kelly will work on that, make sure that.
- A lot of them take WIC, so they have to make those decisions as well.
NH
Transcript Highlights:
- >> Um, I'm not sure about the, you know, I think banks make the decision on interest rates based on uh
- <01:00:56.400>
the <01:00:56.640>decision <01:00:56.960>on think banks make - the decision on think banks make the decision on interest<01:00:57.680>
rates <01:00:58.079> - [snorts] In addition, unlike uh a condo board, an HOA board can choose to make decisions in executive
- make our adjust<03:41:25.359>
our <03:41:26.080>our <03:41:26.399>decision.
Summary:
The Housing Committee opened with a public hearing on HB 196, which would repeal the Housing Champion program. Representative Matt Drew, the prime sponsor, argued the program is an unnecessary and poorly targeted subsidy, saying it rewards municipalities after projects are completed and may not be limited to new housing production. He questioned the transparency of the program, cited difficulty finding required annual reports, and noted a fiscal note suggesting the state could recover up to $3 million if obligations are terminated. Committee members and witnesses debated whether the program’s criteria amount to political favoritism or a standard grant process; supporters said the rubric is specific and that municipalities are evaluated against objective requirements. Representative Priest, Nick Taylor of Housing Action New Hampshire, and Karen Benfield of Stay Work Play New Hampshire all opposed repeal, saying the program encourages local zoning and regulatory changes, helps smaller communities participate, and supports housing supply and young people’s ability to stay in the state. The hearing on HB 196 was then closed.
The committee then opened a hearing on HB 1405, a bill establishing an affordable housing guarantee program within the Housing Finance Authority. Prime sponsor Representative Chris Muns said the bill would reduce lender risk by guaranteeing up to 80% of principal on qualifying loans for affordable housing, with a cap of $30 million per lender per year and $300 million outstanding at any time. He described the measure as a low-cost public-private partnership backed by the full faith and credit of the state, and said it was identical to a prior Senate bill that had received unanimous bipartisan committee support before dying later in the process. He framed the bill as one part of a broader housing package aimed at financing, infrastructure, workforce, zoning reform, and other housing-related issues.
No votes were taken during the portion of the meeting provided. The only formal actions were opening and closing the public hearing on HB 196 and opening the public hearing on HB 1405, with testimony continuing on HB 1405 at the end of the transcript.
US
US Federal 2025-2026 Regular Session
Joint hearings with the House Select Committee on the Strategic Competition to examine financial aggression, focusing on how the Chinese Communist Party exploits American retirees and undermines national security. Apr 9th, 2025 at 01:30 pm
Aging (Special) Committee
Transcript Highlights:
- Let's make something very clear about why we're here today.
- Leasing the algorithm, buying the algorithm, fixing it, putting it on an American server.
- that we're trying to make. overseas.
- Xi makes one decision and then that's all gone.
- It's going to make their shares worth 60% off retail.
Keywords:
Chinese Communist Party, retirement security, investment risks, SEC enforcement, Bipartisan action
Summary:
The meeting primarily addressed concerns regarding the impact of the Chinese Communist Party (CCP) on American investments and the financial security of retirees. The chair discussed legislation aimed at ensuring the protection of American investors against the risks posed by Chinese companies. There was a consensus among the members regarding the necessity to enforce existing policies that require compliance from foreign companies wishing to trade on American exchanges. The discussion included testimony from various stakeholders highlighting the urgent need to limit exposure to the CCP in retirement portfolios. Additionally, there were calls for increased accountability of regulatory bodies such as the SEC to better shield American investors from potential loss.
CA
California 2025-2026 Regular Session
Senate Privacy, Digital Technologies, and Consumer Protection Committee Jun 15th, 2026
Privacy, Digital Technologies, and Consumer Protection
Transcript Highlights:
- You want a human being to be involved in decision making, and I think that's perfectly appropriate.
- What this bill seeks to do is ensure that there isn't any sole output from a clinical decision-making
- tool, that would exclude that professional from being involved in the decision-making.
- It doesn't even insist that every single decision has to have a human making it.
- a decision or to add an amendment to make sure that we do something that includes that voice.
Summary:
The committee heard several bills focused on privacy, AI, consumer protection, and public safety. AB 1979 would require a licensed health care professional to retain final clinical judgment when using AI tools in health care and would limit chatbot access to medical records; supporters, including nurses and TechEquity, said it preserves human decision-making, while hospitals and industry groups opposed it unless amended, citing burdens and training concerns. The bill passed 6-1 and was placed on call. AB 2624 would expand the Safe at Home confidentiality program to immigrant service providers and workers facing harassment and doxing; supporters described threats against advocates and their families, while one senator raised concerns about a private right of action and penalties. The bill passed 4-1 and was placed on call for further committees. AB 2103 would make Engaged California a permanent statewide public engagement program; supporters said it broadens civic participation and transparency, while concerns were raised about partisan balance in topic selection. It passed 6-0 and was placed on call to Appropriations.
The committee also considered AB 2, which would set statutory damages and other financial accountability measures for large social media platforms when negligence causing harm to children is proven in court. The author and supporters, including a parent who lost her daughter and child-safety advocates, argued that stronger remedies are needed because social media design features are harming children and existing enforcement has been insufficient. Opponents, including TechNet, CCIA, CalChamber, and others, argued the bill blurs content and conduct, could increase litigation, and is unnecessary given existing lawsuits and verdicts. Several senators said the bill was a consumer-protection measure and supported it; it passed 5-0 and was placed on call.
AB 883, as amended, would use California’s Delete Act/DROP system to help elected officials and judges remove personal information from data brokers, while also shortening the deletion timeline for all Californians from 45 to 30 days. Supporters said the bill responds to rising threats against public servants and improves privacy tools broadly; some opponents removed or softened opposition after amendments, though CalChamber and CCIA remained opposed unless amended, largely over the private right of action. The bill passed 4-0 and was placed on call. The committee then recessed briefly before taking up AB 2023, a chatbot safety bill for children that would require age verification, safety audits, default protections, parental controls, crisis-response measures, and limits on targeted ads and data sharing. Supporters said it builds on prior AI and child-safety legislation and is needed to prevent harms like self-harm and manipulation; opponents raised concerns about vague harm standards, audit requirements, and liability. The hearing continued with testimony and committee discussion, but no final vote on AB 2023 was shown in the transcript.
KY
Kentucky 2026 Regular Session
House Standing Committee on Small Business and Information Technology (2-18-26)
Small Business & Information Technology
Transcript Highlights:
- Rather, it puts the parents in charge of the decision-making process and ensures that parents are giving
- also make it friendlier to parental rights.
- So, just want to make that point.
- So, just want to make 16-year-old kid. So, just want to make that<00:32:12.880>
point. - We want to make to protect our kids.
Keywords:
Meeting start: 00:00
Roll call: 00:05
HB 227 discussion: 01:10
HB 227 voting: 49:38, 958, all
Summary:
The committee met with a quorum to consider House Bill 227, a time-sensitive measure focused on social media use by minors. The bill sponsor, Rep. Matt Lockett, and supporters including counsel for Alliance Defending Freedom, the Attorney General’s office, and the Family Foundation argued that social media is addictive and harmful to children, contributes to mental health problems and exploitation, and that the bill would give parents more control while regulating addictive features rather than banning speech. Supporters said the bill is narrowly tailored, content-neutral, and designed to withstand constitutional scrutiny; the Attorney General’s office said it would defend the bill if challenged and described ongoing multi-state litigation against major platforms. One committee member also described seeing inappropriate AI-generated content on a 16-year-old’s phone as an example of the problem the bill seeks to address.
Opposition testimony came from the Foundation for Individual Rights and Expression, NetChoice, and the Computer and Communications Industry Association. They argued the bill raises First Amendment concerns because it conditions minors’ access on parental consent, regulates how private platforms communicate with users, and could function as a de facto speech ban. They also warned that the age-estimation requirement could force platforms to collect more sensitive data, creating privacy and security risks, and that the ban on “addictive features” was overly broad and could sweep in personalized feeds, notifications, autoplay, and other common tools. Opponents said the bill could especially harm vulnerable youth who rely on online access for community or safety information and urged the committee to craft a constitutional alternative.
During questions, members asked how the state could enforce the law against national companies and were told enforcement would come through the Attorney General within Kentucky and potentially through multi-state litigation. Members also discussed the bill’s practical effects, including advertising revenue from youth users and the need for guardrails to protect children. The discussion continued with questions about the bill’s scope, parental consent, age estimation, and liability provisions, but no final vote or other committee action was shown in the excerpt.
TX
Transcript Highlights:
- like: is it evidence-based, does it imply... ...form a patient's outcome, does it impact clinical decision-making
- TDI has to tell resources for the public to reference when making health insurance decisions.
- So we want to make sure those things align really well.
- informed decisions about insurance claims.
- They are not supposed to be making decisions based on policy coverages or interpretation.
Keywords:
autism, health insurance, coverage, medical treatment, health benefit plan, HIV prevention, prescription drug, prior authorization, health benefits, insurance coverage, insurance, contract termination, property and casualty, insurance agents, discrimination, appraiser, umpire, licensing requirements, continuing education, admin penalties
NH
Transcript Highlights:
- >> Um, I'm not sure about the, you know, I think banks make the decision on interest rates based on uh
- Thank you for the question. think banks make the decision on think banks make the decision on interest
- c> session make decisions in executive session make decisions in executive session without<02:35:
- make our adjust<03:41:25.359>
our <03:41:26.080>our <03:41:26.399>decision. - > we<04:29:19.120>
update making informed decisions as we update making informed decisions
TX
Transcript Highlights:
- Additionally, the logic or the decision tree of the AI-based algorithm used for utilization reviews,
- I appreciate the decisive gaveling in this instance.
- We know that magistrates are making decisions that potentially have an impact on the public.
- extremely important decisions.
- If they're gonna make it, tell them not to make it the pink book because we all know what the pink book
Bills:
SJR4, SJR40, SJR81, SCR37, SCR39, SB22, SB32, SB33, SB36, SB38, SB95, SB209, SB249, SB311, SB326, SB365, SB458, SB609, SB660, SB664, SB693, SB732, SB745, SB760, SB762, SB779, SB783, SB785, SB868, SB871, SB883, SB921, SB955, SB993, SB996, SB1008, SB1057, SB1067, SB1151, SB1171, SB1210, SB1255, SB1265, SB1267, SB1271, SB1307, SB1313, SB1316, SB1318, SB1321, SB1332, SB1365, SB1426, SB1470, SB1484, SB1494, SB1559, SB1592, SB1596, SB1598, SB1637, SB1677, SB1706, SB1758, SB1762, SB1786, SB1809, SB1818, SB1822, SB1841, SB1871, SB1967, SB2064, SB2077, SB2112, SB2148, SB2320, SB2406, SB2407, SJR36, SJR81, SJR50, SJR4, SJR40, SJR27, SCR22, SCR12, SCR39, SCR38, SCR37, SB921, SB609, SB660, SB765, SB62, SB666, SB888, SB687, SB847, SB1248, SB504, SB305, SB296, SB284, SB304, SB1023, SB204, SB670, SB850, SB854, SB413, SB1346, SB1033, SB1220, SB1073, SB810, SB1539, SB447, SB1119, SB1505, SB1215, SB1302, SB583, SB673, SB681, SB1172, SB955, SB957, SB541, SB266, SB1415, SB53, SB1352, SB785, SB1450, SB1502, SB1566, SB1062, SB711, SB746, SB1404, SB1448, SB507, SB1026, SB1349, SB1355, SB1433, SB1434, SB1596, SB1403, SB667, SB1059, SB1567, SB310, SB311, SB505, SB1210, SB1470, SB264, SB1358, SB1364, SB1569, SB1376, SB1228, SB519, SB1350, SB462, SB827, SB1585, SB1484, SB1273, SB927, SB1227, SB1229, SB1353, SB1464, SB1709, SB1729, SB1733, SB1744, SB1772, SB1841, SB1008, SB2016, SB1173, SB1163, SB996, SB1370, SB1321, SB1101, SB860, SB993, SB693, SB1537, SB1332, SB1307, SB963, SB493, SB984, SB619, SB1122, SB455, SB522, SB1057, SB1239, SB1254, SB1255, SB1259, SB1341, SB1877, SB1277, SB32, SB732, SB731, SB268, SB1822, SB1589, SB397, SB1058, SB1267, SB2112, SB1930, SB532, SB508, SB292, SB291, SB901, SB1333, SB1436, SB1494, SB964, SB779, SB1378, SB2312, SB1719, SB287, SB2143, SB1245, SB261, SB1247, SB2406, SB2407, SB1882, SB618, SB38, SB393, SB1371, SB1365, SB2243, SB2226, SB2039, SB1919, SB1895, SB1598, SB1493, SB1810, SB1791, SB1706, SB1644, SB1238, SB783, SB458, SB22, SB651, SB897, SB1809, SB1080, SB745, SB826, SB989, SB1320, SB1437, SB2320, SB2289, SB1171, SB664, SB1637, SB2064, SB868, SB1079, SB1243, SB1504, SB1851, SB1879, SB2237, SB1257, SB2034, SB1522, SB883, SB249, SB1318, SB1151, SB596, SB1191, SB226, SB570, SB870, SB991, SB60, SB365, SB1067, SB1786, SB326, SB1401, SB1592, SB1728, SB1265, SB586, SB529, SB217, SB209, SB1923, SB1559, SB1839, SB387, SB1874, SB1872, SB1873, SB1921, SB1883, SB1677, SB95, SB1620, SB1838, SB2024, SB2429, SB1999, SB511, SB2309, SB2166, SB871, SB510, SB33, SB2420, SB1860, SB1541, SB1316, SB1314, SB1313, SB1426, SB1398, SB1869, SB1750, SB1871, SB36, SB855, SB1233, SB760, SB2425, SB2037, SB1758, SB1759, SB2365, SB1924, SB762, SB1271, SB1818, SB605, SB1405, SB1762, SB1968, SB1977, SB2077, SB2148, SB2321, SB1967, SB1662, SB1663, SB2124, SB2204, SB1855, SB863, SB37, SJR39, SCR1, SCR27, SCR32, SCR42, SCR6, SB2232, SB819, SB2078, SB2252, SB1962, SB2253, SB825, SB1577, SB1184, SB2018, SB2206, SB1901, SB1030, SB2368, SB1963, SB1960, SB1643, SB1625, SB1299, SB841, SB668, SB584, SB231, SB2411, SB1085, SB2431, SB2231, SB1490, SB530, SB34, SB1261
Keywords:
economic stabilization fund, state finance, constitutional amendment, budget management, financial security, emergency powers, legislative authority, governor powers, disaster management, tax exemption, ad valorem, tangible personal property, income production, SCR 37, Senate Concurrent Resolution, Panama Canal, Texas ports, port infrastructure, maritime trade, shipping lanes
MN
Minnesota 2025-2026 Regular Session
Regulating AI in psychotherapy 3/24/26
Minnesota House Floor Meeting
Transcript Highlights:
- I think we should make it as strong as we possibly can.
- I think we should make it as strong as we possibly can.
- I think we should make it as strong as we possibly can.
- I think we should make it as strong as we possibly can.
- I think we should make it as strong as we possibly can.
Summary:
House File 3893, which would regulate the use of artificial intelligence in psychotherapy and counseling, was heard with an A3 amendment adopted by voice vote at the start of the meeting. The amendment was described as the product of stakeholder discussions and was intended to clarify the roles of licensing boards, the attorney general, and other stakeholders, including language about large corporations versus individual practitioners.
The bill author argued that AI chatbots should not be allowed to provide psychotherapy or counseling, citing concerns about suicide risk, the need for licensed human professionals, and examples of harmful chatbot interactions. Supportive testimony came from Eric Meshy of SAVE, who said AI cannot assess risk or intervene in crises, and from Dr. Steven Gerardo of the Minnesota Psychological Association, who said AI is designed to keep users engaged and monetize conversations rather than provide treatment. A virtual testifier from TechNet supported the bill’s overall goal but urged clearer definitions so the measure would not unintentionally restrict supervised, administrative, or wellness uses of technology, and asked for clearer limits around emotional distress and AI’s role in treatment decisions.
Members raised several concerns and questions, including why religious counseling was exempted, whether the bill could conflict with interstate licensure compacts, privacy issues around AI used for scheduling or administrative support, and whether chatbot screening language would itself require analyzing sensitive mental health disclosures. The author said the bill was still being refined and that the attorney general language was intended to apply to AI companies, while boards would handle individual licensed professionals. After discussion, the committee renewed the motion to re-refer House File 3893 as amended to the Committee on Commerce, Finance, and Policy, and the motion prevailed by voice vote.
NH
New Hampshire 2026 Regular Session
House Education Policy and Administration (01/29/2026)
Education Policy and Administration
Transcript Highlights:
- c> that's want to make a decision because that's want to make a decision because that's what<00:42
- - making to collect data-driven decision- making to collect and<03:55:49.120>
analyze <03:55:49.680 - So it's not left up to each individual superintendent or principal to make this decision.
- So I will wholeheartedly support this bill with the amendment. principal to make this decision.
- So, principal to make this decision.
CA
California 2025-2026 Regular Session
Assembly Labor and Employment Committee Jun 10th, 2026
Labor and Employment
Transcript Highlights:
- These are never easy decisions, and California employers do not make them lightly.
- The algorithms are being used to make firing and discipline decisions.
- Human beings should make these decisions.
- They should be made by people who can apply judgment, context, and compassion to their decision-making
- But at this point, the basics are there: protect workers from automatic... ...decision-making systems
Summary:
The Assembly Labor and Employment Committee heard several bills focused on worker protections, enforcement, and technology in the workplace. SB 909 would strengthen enforcement of public works prevailing wage laws by raising contractor registration fees and penalties and directing part of penalty revenue back to enforcement; labor groups supported it as a way to deter wage theft, while contractor groups opposed the fee and penalty increases as burdensome and potentially costly for public projects. The committee members generally expressed support for stronger enforcement but also concern about the state’s backlog and capacity to enforce the law. SB 909 passed on a due pass vote and was re-referred to Appropriations.
The committee also considered multiple bills addressing AI and workplace rights. SB 951 would require 60-day notice when technology displaces 25 or more workers and would require reporting on AI-related job impacts; labor and education groups supported it, while business, public sector, and industry groups argued it was premature and overbroad. SB 947 would require human review of automated discipline, termination, or deactivation decisions and prohibit predictive behavior analysis; supporters said it would prevent algorithmic abuse, while opponents raised concerns about independent contractors, private rights of action, and forum shopping. Both bills advanced on party-line style votes to the Committee on Privacy and Consumer Protection.
The committee also approved SB 1149, which would expand bereavement leave to cover a “designated person” equivalent to family, with emotional testimony from a witness describing the loss of a long-term partner. Supporters said the bill reflects modern family structures, especially for LGBTQ and older Californians; there was no opposition. SB 1185, applying skilled-and-trained workforce standards to pharmaceutical facility construction, also passed despite opposition from contractors and business groups who said there was no demonstrated safety problem and warned of higher costs and fewer bidders. In addition, the committee approved consent-calendar bills SB 1316, SB 1046, and SB 1059, and left rolls open for absent members before adjourning.
CA
California 2025-2026 Regular Session
Assembly Labor and Employment Committee Jun 10th, 2026
Transcript Highlights:
- These are never easy decisions. And California employers do not make them lightly.
- The algorithms are being used to make firing and discipline decisions.
- Human beings should make these decisions.
- They should be made by people who can apply judgment, context, and compassion to their decision making
- Protect workers from automated decision-making systems by putting a human being in the loop.
Summary:
The Assembly Labor and Employment Committee heard several bills focused on worker protections, AI in the workplace, bereavement leave, and construction labor standards. SB 909 by Senator Smallwood-Cuevas would increase public works contractor registration fees, raise prevailing wage and related penalties, and direct half of collected penalties back into the Public Works Enforcement Fund. Supporters said the bill would help combat wage theft and misclassification and strengthen enforcement; opponents argued the higher fees and penalties would burden contractors without fixing enforcement backlogs. The committee voted the bill out on a due pass motion to Appropriations.
The committee also approved SB 951 by Senator Reyes, which would require 60-day notice when 25 or more workers are displaced by technology and require reporting on AI-related job impacts. Supporters framed it as a response to rapid AI-driven layoffs and a way to gather real-time data; opponents raised concerns about small employers, proprietary information, and litigation. SB 947 by Senator McNerney, the “No Robo Bosses Act,” would require human review of automated discipline, termination, or deactivation decisions and restrict predictive behavior analysis. Supporters said it would prevent biased or mistaken automated decisions; opponents objected to the inclusion of independent contractors, private rights of action, and other provisions. Both bills were advanced to the Committee on Privacy and Consumer Protection.
The committee also passed SB 1149 by Senator Durazo, which would expand bereavement leave to cover a “designated person,” including chosen family relationships. Supporters, including AARP and a witness who described losing a long-term partner, said the bill reflects modern family structures; there was no opposition. In addition, SB 1185 by Senator Cortese, applying skilled and trained workforce standards to pharmaceutical facility construction, was approved despite opposition from business and construction groups who said there was no demonstrated safety problem and that the mandate could raise costs and reduce competition. Several other bills on the consent calendar were also approved, and all measures were reported out of committee.
CA
California 2025-2026 Regular Session
Assembly Labor and Employment Committee Jun 25th, 2025
Transcript Highlights:
- It will require employers to notify applicants and workers before using automated decision-making systems
- Applicants and workers before using automated decision-making systems, or ADSs, in employment decisions
- Automated decision-making systems, or ADS, may be a tool employers, maybe a new tool that employers have
- Automated decision-making systems, or ADS, may be a tool employers have at their disposal to squeeze
- These decisions are, for a lot of workers, life-altering decisions.
Summary:
The Assembly Labor and Employment Committee heard several bills focused on worker rights, workplace technology, pay equity, and retail/self-checkout standards. SB 703 would require ports to collect and report information on trucking companies to help identify worker misclassification in the port trucking industry; supporters, including Teamsters and the California Labor Federation, said better data is needed for enforcement, while trucking and retail groups said they were working with the author and expected to remove opposition after amendments. The bill passed 5-0 and was re-referred to Transportation. The committee also approved a consent calendar of other measures.
SB 294, the Workplace Know Your Rights Act, would require the Labor Commissioner to create a template for annual employer notices about workers’ labor and civil rights, including emergency contact notification if a worker is detained or arrested. Supporters said the bill would help workers understand their rights amid federal rollbacks and weak enforcement; the California Restaurant Association opposed it. SB 7 would require notice and human review before employers use automated decision-making systems for discipline or termination, and would bar predictive use of such systems for employment actions. Labor groups supported the bill as a safeguard against biased or opaque algorithmic management, while HR, chamber, retail, and local government groups raised concerns about breadth, notice burdens, and small-business impacts. Both bills passed 5-0 to their next committees.
The committee also advanced SB 238, which would require disclosure about workplace surveillance and AI monitoring tools, and SB 442, which sets staffing and operational standards for self-checkout, including at least one staffed lane, one employee dedicated to monitoring self-checkout, item restrictions, and a 15-item limit sign. Supporters argued both bills improve transparency, safety, and worker protections; opponents warned SB 238 could expose security practices and SB 442 could raise costs and create preemption issues. SB 464 would expand state pay-data reporting to better capture public-sector workforce demographics in line with reparations and pay-equity goals, and SB 642 would strengthen the Equal Pay Act by extending recovery periods, clarifying wage definitions, and updating pay-scale language. SB 464 and SB 642 also passed, with some opposition from county and business groups over scope and retroactivity. All measures taken up in the hearing were approved by committee, generally on 5-0 votes, and re-referred to the appropriate policy or fiscal committees.
TX
Texas 89th Regular
Senate Committee on Health and Human Services (Part I) Mar 26th, 2025
Health & Human Services
Transcript Highlights:
- fair, allowing individuals the opportunity to advocate for themselves and providing clarity on the decision-making
- This decision-making process emphasizes the importance of clear communication and understanding for individuals
- This ensures that there is external oversight in the decision-making process. provided before a person's
- The internal reviews, you all can make a lot of those decisions if you're granted that authority to do
- It brings to light how often kinship caregivers are utilizing this temporary authorization. make decisions
Bills:
SB397, SB481, SB596, SB760, SB855, SB1195, SB1196, SB1233, SB1257, SB1318, SB1368, SB1388, SB1398, SB1524, SB1558, SB1589, SB1677, SB1792, SB2034
Keywords:
SB 397, telemedicine, telehealth, teledentistry, remote care, virtual care, consent documentation, patient consent, data collection, data sharing, audio-only telehealth, in-person examination, irreversible medical procedure, health professional regulation, Occupations Code, Texas Health and Human Services, medical records, provider compliance, data privacy, consumer rights
CA
California 2025-2026 Regular Session
Assembly Labor and Employment Committee Apr 2nd, 2025
Transcript Highlights:
- To make matters worse, technology is replacing managers as decision-makers, eliminating human input and
- tools making the decision for a supervisor.
- Not machine learning or any of these algorithmic tools making the decision for a supervisor. or even
- Making the decision for a supervisor. Even in our bill, we allow for that human process.
- Or on the robot that's making these decisions, because, as you mentioned, it's happening, and we're playing
Summary:
The committee heard a series of labor-related bills, with most measures focused on worker training, privacy, wages, and safety. AB 296 would require schools or districts to host apprenticeship fairs at least once a year, with flexibility on how they are run and whether programs outside the county can participate. Supporters said it would help connect students to skilled trades and address workforce shortages; school administrators opposed the bill as an unfunded mandate that could be impractical for elementary schools. The bill was later moved on call, with the committee noting it could not vote until quorum was established.
AB 1221 and AB 1331 both addressed workplace surveillance. AB 1221 would restrict invasive monitoring tools, require notice to workers, limit the use and sharing of worker data, and require human review before discipline based on surveillance outputs. Labor groups supported the bill as a response to AI-driven monitoring, while business groups raised concerns about broad definitions, security cameras, investigations, and data-access provisions. AB 1331 focused more narrowly on privacy in off-duty and private spaces, limiting surveillance in places like restrooms, break areas, vehicles, and homes; hospitals and business groups opposed it as too broad and potentially disruptive to safety, cybersecurity, and facility monitoring. Both bills were advanced by committee vote.
The committee also heard AB 1181, which would require firefighter turnout gear to be free of cancer-causing chemicals such as PFAS by 2027, and AB 1198, which would require prevailing wage rates on public works to reflect the wage in effect when the work is performed rather than when the project was first advertised. Firefighter representatives strongly supported AB 1181, while the chemical industry asked to continue working on scope and timelines. AB 1198 drew support from labor and contractor groups but opposition from local governments and housing groups concerned about mid-project cost increases; it was passed to Appropriations after a roll-call vote. Other measures approved included AB 1235 on skilled-and-trained workers for CSU construction, AB 1251 on ghost job postings, AB 552 on locating the Agricultural Labor Relations Board office outside Sacramento, AB 1110 on updating Cal/OSHA workplace posters, AB 1136 on expanding high road training partnerships, and AB 1234 on wage claim enforcement. AB 692, which would ban employer debt agreements that require workers to repay training or other costs if they leave a job, drew strong support from nurses and labor advocates and opposition from business and health care groups; it was also passed on a roll-call vote.
CA
California 2025-2026 Regular Session
Assembly Privacy and Consumer Protection Committee Apr 22nd, 2025
Transcript Highlights:
- So, and I think that that's where they're making that decision.
- We want to make sure it's a decision that is made with real thought, sadly.
- So second, it mandates clear notice to people when these tools are used to make critical decisions about
- development and use of ADS, practically ensuring that bias and discrimination continue by way of human decision-making
- Standards Board to ensure diverse, informed voices shape policy through transparent and thoughtful decision-making
Summary:
The committee first heard AB 56, which would require social media platforms to display a warning label about potential mental health harms from prolonged use, with amendments shortening the initial warning and allowing immediate access to the platform. The author and supporters, including a parent who lost a daughter to suicide and a therapist, argued that social media contributes to teen anxiety, self-harm, and other harms and that families need clearer public health information. Opponents from tech and civil liberties groups argued the bill would be ineffective, burdensome, and likely unconstitutional, saying it would create warning fatigue and should be replaced by more targeted tools and digital literacy measures. Several members discussed emergency access concerns, language access, and whether the warning should be more actionable; the bill was moved on a 9-0 vote to the Judiciary Committee.
The committee then took up AB 358, which would amend CalECPA to allow law enforcement, with the victim’s consent, to inspect certain abandoned tracking or surveillance devices found in a victim’s home, vehicle, or personal property without first obtaining a warrant. The author and a San Diego prosecutor said the bill is narrowly tailored to devices used solely for spying and is intended to help stalking and domestic violence survivors act quickly before evidence is lost. Opponents from EFF and the ACLU warned the bill would weaken warrant protections, create a loophole around CalECPA, and reduce transparency and accountability. Members debated Fourth Amendment issues, abandonment, and the practical need for rapid access; the bill passed the committee on a 9-0 vote to Appropriations.
The committee also heard AB 1137, which builds on last year’s CSAM reporting law by allowing any user to report child sexual abuse material, requiring clearer reporting mechanisms, adding human review in some cases, and mandating third-party audits and public reporting. Supporters, including survivor advocates and a parent of a child victim, said the bill would reduce the burden on survivors and improve removal of abusive content. Tech industry opponents said they support the goal but objected to the human-review mandate, public audit disclosures, and enforcement provisions, arguing they could create security risks and compliance burdens. Members generally supported the bill’s intent but raised questions about audit frequency and human review; the bill was moved on call with seven votes at the time of the transcript.
MN
Minnesota 2025-2026 Regular Session
Committee on Jobs and Economic Development - 01/22/25
Jobs and Economic Development
Transcript Highlights:
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skills <00:12:07.720>with <00:12:07.920>technical decision-making - skills with technical decision-making skills with technical knowledge<00:12:09.519>
it <00:12: - AI final decision making based upon Ai AI final decision making based upon Ai and<01:03:24.559>
so - I know I think you just said it, but again, the key thing is this: all of us have to make this decision
- of the decisions that we have to make of the decisions that we have to make for<01:38:06.000>