Video & Transcript Research : 'algorithmic decision making'

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TX

Texas 89th 2nd C.S.

Trade, Workforce & Economic Development May 21st, 2025

Trade, Workforce & Economic Development

Transcript Highlights:
  • those decisions.
  • And I think that We've seen that there are algorithm algorithms targeting kids.
  • So maybe just it says it's it bans algorithm makes suggestions, promotions, and ranking of content.
  • Will help the members to, to have a, to make the critical, uh, decision, and I, I appreciate that you
  • I just want to make sure, are there not MLSs in Texas?
MN

Minnesota 2025-2026 Regular Session

Regulating Artificial Intelligence / Legislation to Stop Dangerous Deepfakes Mar 16th, 2025

Minnesota Senate Floor Meeting

Transcript Highlights:
  • testified to having algorith algorithms testified to having algorith algorithms that<00:03:02.280
  • people to um determine uh to make people to um determine uh to make decisions<00:04:14.439> in
  • that they're making and make sure that that they're making and make sure that it<00:10:18.760>
  • When it comes to these algorithms, somebody has to write them. An algorithm is simply a code.
  • It's a code that's designed to make the decision-making, as I explained earlier, and so somebody's bias
Keywords: 1187, senate, all
CA
Transcript Highlights:
  • Ward, do you want to make any comments?
  • And we can make these algorithms better utilizing the technology that we have. Yeah.
  • It was the platform doing, you know, making these rules, making these changes, and, you know, by all
  • I liked that closing: don't make them less visible, make them safer. Take that with us.
  • nuance behind the algorithm.
Summary: The Assembly Privacy and Consumer Protection Committee held an informational hearing on the impact of social media on LGBTQ+ youth, focusing on benefits, risks, and possible safeguards. Chair members framed the discussion around the tension between protecting young people from addictive design, harassment, hate speech, exploitation, and mental health harms while preserving access to affirming resources, community, and crisis support that many LGBTQ+ youth rely on online. Members emphasized that the hearing was meant to inform future policy rather than relitigate prior bills, and several members of the LGBTQ+ Caucus attended or participated. The first panel featured lived experience and advocacy testimony from Madi Roby of Alliance for Trans Youth Rights, Shea Gardner of LGBT Tech, and Casey Pick of the Trevor Project. Roby described social media as essential to exploring identity, finding trans language and safety information, and connecting to Trevor Project resources during a family crisis, while also acknowledging online hate and bullying. Gardner argued that lawmakers should regulate harms more precisely rather than impose broad age-based exclusions, warning that account bans and age-gating could cut off access to community, privacy-protective pseudonymity, and crisis resources. Pick testified that LGBTQ+ youth are more likely than peers to attempt suicide, that social media can be both a lifeline and a risk, and that Trevor Space and other moderated online spaces can improve mental health and reduce isolation; she also cautioned against policies that would push youth into less visible, less moderated spaces. Committee members questioned the witnesses about algorithmic feeds, addictive design, age verification, and whether platforms should be required to do more to protect youth. Several lawmakers distinguished between personalized feeds and addictive features such as infinite scroll and autoplay, and asked for more targeted prescriptions. Witnesses generally supported stronger privacy protections, limits on data collection and use, better reporting and moderation tools, digital literacy, and design changes that reduce harmful engagement patterns without eliminating access to community. The discussion also touched on the loss of LGBTQ-specific 988 services at the national level and the importance of maintaining alternative support pathways. The second panel presented research from Common Sense Media, UC Irvine, Hope Lab, and LGBTQ+ Health Australia. Researchers reported that LGBTQ+ youth often arrive online with higher depressive symptoms and limited in-person support, encounter homophobic and transphobic content at high rates, and may self-censor because of fear of harassment. At the same time, many said social media helps them feel less alone and find affirmation. Dr. Sean Young emphasized a harm-reduction approach, noting that online environments can be designed to support health and that policymakers should measure whether restrictions actually reduce harm or simply displace it. Dr. Amy Green echoed that social media is both harmful and supportive for LGBTQ+ youth, underscoring that the policy goal should be to make youth safer rather than less visible online.
CA

California 2025-2026 Regular Session

Assembly Judiciary Committee Apr 8th, 2025

Transcript Highlights:
  • AB 2 will make social media companies more responsible for their own algorithms and actions that affect
  • AB 325 addresses these problems by making it clear that algorithmic collusion is just as illegal as analog
  • collusion, and it does ...problems by making it clear that algorithmic collusion is just as illegal
  • To better inform the decision-making process and lessen the risk of arbitrary outcomes in destroying
  • An ABS is a business entity that includes non-lawyers with an economic stake or decision-making power
Summary: The committee heard several bills, beginning with AB 2, which would create enhanced civil penalties for large social media companies when negligence proven in court causes harm to children and teens. The author and supporters argued the bill is needed to address addictive algorithms and harmful content, while opponents warned it was vague, could chill speech, and might be preempted by federal law. Members largely focused on whether the bill changed the standard of care or burden of proof; the bill passed out of committee on a roll call vote, with some members noting concerns but supporting it to continue the discussion. AB 282, dealing with housing vouchers and source-of-income discrimination, would clarify that housing providers may prioritize applicants who qualify for rental assistance without violating fair housing law. Supporters from housing authorities, local governments, and advocacy groups said it would help voucher holders find units and improve use of housing funds. There was no opposition, and the bill passed to Appropriations on a roll call vote, with two no votes. The committee also considered AB 882 on court reporter availability and electronic recording in certain cases when a court reporter is unavailable. Supporters said the bill is a temporary, narrowly tailored response to a shortage of reporters and would preserve access to accurate records, while opponents argued it was too narrow, raised access-to-justice concerns, and should be broadened. Members from both sides emphasized the importance of court reporters and electronic recording as a backup; the bill passed with an urgency clause and was sent to Appropriations. The committee then heard AB 325 on algorithmic price fixing, AB 935 on civil rights data clarity, AB 1414 on tenant choice of internet service provider, and AB 67 on Attorney General enforcement of the Reproductive Privacy Act; each drew support from sponsors and advocacy groups, opposition centered on overbreadth or policy concerns, and each advanced on committee votes, with several members requesting further amendments or clarification.
TX

Texas 89th Regular

Insurance Apr 23rd, 2025

Insurance

Transcript Highlights:
  • And so I trust that Commissioner Brown will make good decisions on setting guidance for these time triggers
  • Just making sure that there's enough time for everybody. So anyway, thank you for your testimony.
  • Chairman, that I would make, I know you referenced maybe some small improvements to the bill on page
  • "Concluded" is to make the appraisers get it done and the umpires get it done and not just... ...have
  • This way the Commissioner can make sure that those types of abuses don't happen and that it gets done
TX

Texas 89th Regular

Insurance Apr 23rd, 2025

Insurance

Transcript Highlights:
  • including artificial intelligence-based algorithms, in making adverse determinations in the health benefit
  • With this data, the commissioner will have better information. ...make right decisions that are fair
  • Let's get good data, then make good decisions.
  • If you agree that we need more current data to make these types of decisions, we need to give the Commissioner
  • of TDI more accurate information to make these types of decisions.
CO

Colorado 2026 Regular Session

Colorado Senate 2026 Legislative Day 112 May 6th, 2026

Colorado Senate Floor Meeting

Transcript Highlights:
  • making and reducing an appropriation. making and reducing an appropriation.
  • these decisions?
  • compensation compensation decisions. compensation compensation decisions.
  • . decisions. decisions.
  • and algorithmic development and whatnot. and algorithmic development and whatnot.
Keywords: 981, all
Summary: The Senate convened with a quorum, approved the previous day’s journal, and received several committee reports and conference committee permissions. It also adopted a Senate resolution recognizing the 125th anniversary of Western Colorado University (SR 8) by a 35-0 vote, with remarks highlighting the university’s history, workforce role, mountain rescue team, athletics, and ties to Gunnison and the Western Slope. The resolution was adopted and co-sponsors were added. The chamber then took up third reading and final passage on several bills. Senate Bill 152, concerning automated vehicle identification systems, was amended on the floor with a technical correction and passed 32-3. House Bill 1322, creating civil actions related to conversion therapy efforts, prompted emotional testimony from Senator Mullica about his mother and passed 23-12. House Bill 1123, addressing sexual abuse prevention in jails, passed 27-8 after a technical amendment. House Bill 1226, reducing emissions from certain electric generating units, passed 22-13. House Bill 1076, modifying transportation statutes, passed 28-0, and House Bill 1207, requiring employer disclosure of demographic workforce data, passed 23-12. Senate Bill 115, a postconviction relief measure for certain older incarcerated people, was amended and debated at length. Supporters described it as narrowly tailored to a small number of eligible inmates and emphasized victim-rights protections and exclusions for serious offenses; opponents remained opposed. The bill ultimately passed 18-17. The Senate then approved a Committee of the Whole report advancing Senate Bill 181 and several House bills—1338, 1344, 1336 as amended, 1227, 1314, 1028, 1282, and 1317 as amended—to third reading and final passage, and later adopted the consent-calendar bills in special orders without objection.
CA

California 2025-2026 Regular Session

Assembly Privacy and Consumer Protection Committee May 13th, 2026

Privacy and Consumer Protection

Transcript Highlights:
  • Ward, do you want to make any comments?
  • Ward, do you want to make any comments?
  • And we can make these algorithms better utilizing the technology that we have. Yeah.
  • It was the platform doing, you know, making these rules, making these changes, and, you know, by all
  • I liked that closing: don't make them less visible, make them safer. Take that with us.
Keywords: 988, house, all
Summary: The Assembly Privacy and Consumer Protection Committee held an informational hearing on the impact of social media on LGBTQ-plus youth, focusing on benefits, risks, and possible safeguards. Chair Bauer-Kahan and Assembly Member Ward opened by noting that social media can be a lifeline for LGBTQ-plus youth seeking identity, community, and support, but also exposes them to cyberbullying, hate speech, exploitation, misinformation, and addictive design. They framed the hearing as a way to inform future policy without relitigating prior bills, and emphasized the need for a balanced approach that reduces harm while preserving access to affirming resources. The first panel featured lived-experience testimony from Madi Roby of the Alliance for Trans Youth Rights, Shea Gardner of LGBT Tech, and Casey Pick of the Trevor Project. Roby described how social media helped her understand her trans identity, find community, learn safety information, and access crisis support through the Trevor Project, while also exposing her to harassment and threats. Gardner argued that lawmakers should regulate harms more precisely rather than impose broad access restrictions, warning that age-gating and account bans could exclude vulnerable youth and adults who rely on pseudonymity, while supporting privacy-preserving protections, targeted platform accountability, and digital literacy. Pick testified that LGBTQ-plus youth are more than three times as likely to attempt suicide as peers, cited Trevor Project research showing social media is both positive and negative for most youth, and said supportive online spaces can lower suicide risk and anxiety; she also described Trevor Space as a moderated, non-addictive platform with forums, direct messaging, and strong community norms. Committee members then questioned the panel about algorithmic feeds, addictive design, age verification, and whether platforms should be required to provide safer defaults and better moderation. Several members distinguished between personalized feeds and addictive or incendiary engagement loops, and discussed the risk that age-verification systems could require sensitive data or restrict access to helpful content. Witnesses repeatedly said the problem is not online community itself but platform design choices and weak enforcement, and they urged more precise regulation of harmful features rather than exclusionary bans. The committee then moved on to panel two, which was introduced as a discussion of LGBTQ-plus-specific online resources and research on LGBTQ-plus youth and social media.
FL

Florida 2025 Regular Session

October 15, 2025 - 01:30 PM

Transcript Highlights:
  • Thank you for making sure I pronounce your name correctly.
  • So so what is the algorithm and why does it need to be updated?
  • You talked with us a bit about the algorithm is the changes to our algorithm.
  • looked at the for the flaws in the existing algorithm.
  • I'm still not clear on who's making the recommendation.
FL

Florida 2025 Regular Session

October 15, 2025 - 01:30 PM

Transcript Highlights:
  • They looked at problems with the algorithm.
  • and some of the changes to the algorithm.
  • the flaws in the existing algorithm.
  • algorithm to supersede the existing algorithm?
  • I'm still not clear on who's making the recommendation.
Summary: The Human Services Subcommittee met to receive an update from the new director of the Agency for Persons with Disabilities on implementation of House Bill 1103. The director said APD is working to update the funding algorithm through a contracted study due November 15, 2025, expand transparency on its website, launch an online crisis application by the end of 2025, improve client choice in qualified organizations and waiver support coordinators, and coordinate with AHCA on the managed care pilot and Florida HealthFinder listings for APD providers. He also said APD is working on family resource materials, a monthly newsletter, and stronger transition planning with DCF. Members asked about whether the new algorithm would include transportation and what services might change, but the director said the replacement model is still being developed and any new methodology would be implemented through rulemaking. Questions also focused on Family Care Councils, including the statewide council’s membership and appointment process; the director said the statute sets the process and APD is helping councils recruit and organize. On transparency, members praised the website improvements and asked for more interactive data tools. The director said APD would consider suggestions and continue expanding public reporting. The committee also discussed eligibility and waiver notices, including concerns about outdated language in APD letters and how autism cases are reviewed. The director said clinicians and behavioral analysts review cases and asked to see the specific letter. On the pre-enrollment list, the chair asked about the wait list, and the director said APD recently sent 5,612 service offers to people on the list and is working to better distinguish those who truly need services from those who do not. No votes were taken, and the meeting adjourned after the presentation and questions.
HI

Hawaii 2026 Regular Session

LBT-CPN, LBT Public Hearings 03-23-2026

Labor and Technology

Transcript Highlights:
  • If time permits, decision-making will occur after we hear from all those offering testimony. oral testimony
  • If<00:00:50.720> time<00:00:50.920> permits,<00:00:51.280> decision-making<00:00
  • :52.000> will If time permits, decision-making will If time permits, decision-making will occur
  • If time permits, decision-making will occur after we hear from those offering testimony.
  • We are now in decision making. We'll start off first with House Bill 2455, House Draft 2.
Keywords: 912, senate, all
Summary: The committee first heard House Bill 2455, HD2, relating to employment practices. Testimony was limited, with support from the Hawaii State Commission on the Status of Women and UPW; the committee noted nine support, zero opposition, and zero comments. No vote was taken on this bill during the portion provided. The committee then took up House Bill 2165, HD2, relating to the Hawaii Employment Security Law. DLIR supported the measure but requested an amendment moving language in Section 2 from subsection A to subsection C to preserve the legal structure. Members questioned DLIR about a January 8 U.S. Department of Labor letter and whether the bill would keep Hawaii in conformity with federal unemployment insurance requirements. DLIR said the federal guidance requires the state to remove the carve-out for labor-dispute claimants, though unions with hiring halls and members in good standing could still be exempt from work-search requirements under an authorized list. UNITE HERE Local 5 opposed the bill and said the current law already gives the department discretion to exempt striking workers. The committee recessed the bill before any final action was taken in the portion shown. In the joint hearing with Commerce and Consumer Protection, the committees heard House Bill 1509, HD2, relating to workers’ compensation. DLIR supported the bill, DHER offered comments and requested an amendment, UPW supported it, and one Zoom testifier described personal experience with delayed care and urged faster decisions. After testimony, the committees voted to pass the bill with amendments. The adopted amendments restored the 7-day treatment-plan deadline from 10 days, changed the effective date to January 1, 2077, and struck the proposed $500 fine for employers who fail to respond within 10 days. Back in the Labor and Technology agenda, the committee heard House Bill 1515, HD2, also relating to workers’ compensation, with testimony noting seven in support, one in opposition, and one comment, but no action was taken in the excerpt. The committee also heard House Bill 1514, HD2, relating to workers’ compensation vocational rehabilitation plans. A Zoom testifier opposed the bill, arguing the 120-day timeline was unrealistic for complex cases. DLIR said the bill would give the director discretion to extend the vocational rehabilitation plan timeline beyond 120 days with no cap on extensions, and the committee noted five support, four opposition, and zero comments. Finally, the committee began House Bill 2458, HD3, relating to surveillance pricing. OCP said it stood on written testimony, while supporters argued the bill would prevent corporations from using personal data to set prices, especially for groceries. Retail and grocery interests opposed the measure, saying it was too broad and could restrict loyalty programs, promotions, and discounts; one witness asked that a loyalty-program exemption be restored.
FL

Florida 2025 Regular Session

March 19, 2025 - 01:00 PM

Transcript Highlights:
  • So you want to make sure you have that consistency as well.
  • Then the statute talks about the algorithm and a methodology.
  • But you spoke about algorithms and cost plans, and there seemed to be a huge variation between an algorithm
  • And that language really was developed because ultimately the decision is ACA's decision on that final
  • And that language really was developed because ultimately the decision is ACA's decision on that final
Summary: The Health Care Budget Subcommittee took up two bills and then continued oversight discussions with APD and AHCA. CS/HB 27, the Social Work Licensure Interstate Compact, was presented as a way to let Florida social workers practice in other compact states and vice versa; AARP, the Florida Chamber, and NASW Florida supported it, and the bill passed favorably. HB 1127, a child welfare bill, would create a treatment foster care pilot for children with high behavioral needs, improve DCF data collection on commercially sexually exploited children, and expand recruitment for protective investigators and case managers; the bill also passed favorably after brief supportive testimony. The committee then questioned APD at length about the iBudget waiver waitlist, enrollment pace, spending projections, and provider capacity. APD said it had sent more than 1,100 interest letters in categories 3, 4, and 5, enrolled 1,124 people so far this year, and expects to spend about 96.4% of its waiver appropriation, leaving roughly $82 million unspent. Members pressed APD on why prior discussions suggested more reserve was needed, how long the SANS process takes, whether category 6 could be expanded, and whether the agency has enough waiver support coordinators and direct support providers. APD said it has about 1,061 waiver support coordinators statewide, adequate capacity for current enrollees, but would need further analysis if the legislature directed a much larger enrollment increase. Members also asked about outreach, annual maintenance of the waitlist, portability for military families, and whether communication efforts should be privatized. Finally, AHCA walked the committee through the 2023 Achieved Savings Rebate (ASR) report for Aetna and explained how the report is used for financial monitoring, rebate calculations, and transparency. AHCA said the ASR is separate from the medical loss ratio (MLR) calculation, though both are reviewed, and that Florida uses the ASR mechanism rather than an MLR remittance requirement to recover funds from plans. Members asked about related-party disclosures, CVS/Caremark relationships, expanded benefits, encounter data, network adequacy penalties, denials and appeals reporting, interest earned on capitation payments, and whether rate increases were reaching providers. AHCA and the outside auditors said they review the plans’ reported data, reconcile it to underlying records, and can assess liquidated damages for network adequacy violations; several members requested follow-up data on rebates, interest, provider capacity, and related-party reporting.
MN

Minnesota 2025-2026 Regular Session

House DFL Press Conference 3/4/26

Transcript Highlights:
  • Layers of administration, pharmacy benefit managers, and insurance pull critical decision-making away
  • benefit managers, and insurance pull benefit managers, and insurance pull critical<00:02:20.960> decision-making
  • <00:02:21.760> away<00:02:22.080> from critical decision-making away from critical
  • decision-making away from patients<00:02:22.720> and<00:02:22.840> providers,<00:02:23.920
  • doesn't make a lot of non-wage income? doesn't make a lot of non-wage income?
Keywords: 1183, house
Summary: House DFL leaders held a press event outlining an affordability agenda focused on housing, child care, health care, groceries, energy, and taxes. Speakers argued that Minnesota families are being squeezed by rising costs and income inequality, and said the caucus would pursue policies aimed at lowering everyday expenses and shifting more costs onto corporations and wealthy residents. Representative Bierman said health care costs are pushing people to skip care and called for system reforms, including moving toward a more universal model and reducing the role of insurers and pharmacy benefit managers. Representative Kotiza-Wazhushk said the caucus is pushing for universal or low-cost child care, expanded pre-K and community-based care, and a bill to stop grocery surveillance price gouging. Representative Acomb and other energy leaders said the House DFL wants to lower utility bills through more energy assistance, weatherization, renewable energy support, limits on utility cost recovery for lobbying and executive pay, and stronger PUC authority to prevent shutoffs and limit rate increases. Representative Agbaje described housing as unaffordable for many renters and homeowners, cited a shortage of housing units, and said the caucus supports restricting private equity and corporate purchases of single-family homes. Leader Stevenson framed the agenda as a response to a budget picture that he said reflects gains for corporations and wealthy Minnesotans, and he criticized federal tax policy and Medicaid cuts. In response to questions about cost, he said several proposals would not require state spending, while others could be funded by looking at new revenue and at those who benefited most from recent tax changes. The event also included a detailed explanation of the grocery surveillance pricing proposal, which would restrict the use of personal data and AI to set individualized prices and limit rapid electronic shelf price changes. No votes were taken.
MN

Minnesota 2025-2026 Regular Session

House DFL Press Conference 3/25/26

Transcript Highlights:
  • If the algorithm tells you to maximize profit off a poor mom buying diapers, turn the algorithm off or
  • If the algorithm tells you to maximize profit off a poor mom buying diapers, turn the algorithm off or
  • If the algorithm tells you to maximize profit off a poor mom buying diapers, turn the algorithm off or
  • If the algorithm tells you to maximize profit off a poor mom buying diapers, turn the algorithm off or
  • If the algorithm tells you to maximize profit off a poor mom buying diapers, turn the algorithm off or
Keywords: 919, house, all
Summary: The meeting focused on proposed Minnesota legislation to ban surveillance pricing and restrict AI-powered electronic shelf labels in grocery stores. Speakers from UFCW 1189 and UFCW Local 663, along with Rep. Samantha Sencer-Mura and Senate Majority Leader Erin Murphy, argued that these technologies could enable real-time price increases based on consumer data, undermine budgeting and privacy, and worsen affordability for families. They also said the technology could reduce hours or eliminate jobs for grocery workers who currently handle pricing and store knowledge, with UFCW Local 663 estimating about 500 affected jobs among its members alone. Testimony emphasized examples such as baby formula, diapers, bananas, and milk to illustrate how fluctuating prices could hurt families, seniors on fixed incomes, and people in food deserts. Speakers also argued that grocery workers provide essential customer service and that automation should be introduced responsibly, not at the expense of workers or consumers. Murphy and Sencer-Mura framed the bill as a response to corporate greed and big tech surveillance, saying Minnesota should act proactively before the practices become widespread. During questions, lawmakers and advocates discussed whether the issue was proactive or reactive, whether disclosure requirements like those used in New York would be sufficient, and how surveillance pricing differs from loyalty programs or coupons. Speakers said disclosure alone would not prevent tracking or price manipulation and that the goal was to stop the practice altogether. The transcript ended with the advocates saying they would continue meeting with lawmakers on both sides of the aisle; no vote or final committee action was recorded in the excerpt, though one question referenced a related bill stalling in committee earlier that morning.
CO

Colorado 2026 Regular Session

Colorado House 2026 Legislative Day 072 Mar 27th, 2026

Colorado House Floor Meeting

Transcript Highlights:
  • And I think parents want to be involved in all decision-making of their children.
  • Schools shouldn't be in the realm of making medical decisions for other people's children.
  • Schools shouldn't be in the realm of making medical decisions for other people's children.
  • consumer's ability to make voluntary and informed<02:50:08.400> decision.
  • to make an effective decision to be able to make an effective decision with<03:01:18.840> their
Keywords: 981, all
Summary: The House convened, established a quorum, approved the corrected journal, and heard announcements about committee meetings later in the day. The main floor action was a motion to place House Bill 1101, House Bill 1193, Senate Bill 118, and House Bill 1210 on the special orders calendar, which was adopted without objection. The House then moved into committee of the whole for consideration of House Bill 1101, a bill concerning criminal offenses related to critical infrastructure components and commodity metals. During debate on HB 1101, the sponsor explained that the bill is intended to address theft of critical infrastructure such as street lights, RTD equipment, cell towers, and similar materials by targeting the scrap metal market where stolen goods are sold. The committee adopted amendment L004, which reorganized the statutory structure and aligned offenses more closely with the conduct involved; the sponsor said this reduced the highest charge level from an F5 to an F6 in some circumstances. Amendment L005, a technical correction to L004, was adopted. Several members raised concerns that the bill could unfairly burden scrap yards and legitimate businesses, while others supported the measure as a response to widespread infrastructure theft. The committee rejected amendment L006, which would have required buyers to know or reasonably know that material was unlawfully obtained, with the sponsor arguing it would increase liability and undermine negotiated protections for scrapyard dealers. Amendment L008, which sought to add a good-faith protection for legitimate businesses and reduce chilling effects on commerce, was also defeated after members said similar protections already existed in the bill. Amendment L009, creating an affirmative defense for documented commercial transactions and record-keeping compliance, was likewise rejected because members said the bill already contained a stronger affidavit-based safe harbor. Finally, amendment L10, which would have added a five-year repeal/sunset date for the bill, was debated at length but was not adopted; opponents argued criminal provisions should remain stable, while supporters said a sunset would allow review of the bill’s effectiveness and unintended consequences.
MN

Minnesota 2025-2026 Regular Session

House Workforce, Labor, and Economic Development Finance and Policy Committee 3/17/26

Workforce, Labor, and Economic Development Finance and Policy

Transcript Highlights:
  • One of them is in AI making important decisions, things like a hiring decision, for example, where AI
  • technologies to make decisions about workers.
  • But I want to make sure that we do this in a way that isn't going to um make bad decisions and put us
  • But I want to make sure that we do this in a way that isn't going to um make bad decisions and put us
  • But I want to make sure that we do this in a way that isn't going to make bad decisions and put us in
Bills: HF1316, HF4369
TX

Texas 89th 2nd C.S.

Elections Mar 13th, 2025

Elections

Transcript Highlights:
  • This algorithm that of course we can't see because you don't want it out there, which makes sense, can
  • So ultimately the purpose is to make sure people aren't making duplicate.
  • Algorithms in general, do you know what a data point is? I do know a little bit about algorithms.
  • That's how an algorithm works.
  • So yeah, we want to make sure, we want to take everything into account to make sure that our absentee
FL

Florida 2025 Regular Session

December 9, 2025 - 03:00 PM

Transcript Highlights:
  • decisions, but enable us to make decisions more quickly.
  • But AI does not make those executive decisions.
  • Again, real people, real executives, real leadership makes those decisions.
  • But AI does not make those executive decisions.
  • Again, real people, real executives, real leadership makes those decisions.
Summary: The Natural Resources and Disaster Subcommittee met to discuss the use of artificial intelligence in emergency management and related public-safety applications. The panel included the Florida Division of Emergency Management, the University of Florida, and Florida International University. FDEM described current uses of AI for invoice anomaly detection, automated situation report drafting, and data synthesis in WebEOC, emphasizing that AI is used to speed analysis and improve efficiency but not to replace human decision-making. The agency also said counties retain access through backup communications such as Starlink and generators, and that WebEOC provides shared visibility, archived documentation, and a common operating picture across all 67 counties. University of Florida representatives highlighted Beacon, an AI-enabled public safety audio service developed with FDEM and public media partners to distribute official alerts across multiple platforms, including mobile devices and digital streams. UF IFAS described a geospatial AI “Gaia bot” that turns satellite data into natural-language answers and maps for crop damage assessment and flood-risk mapping, with a focus on making complex Earth-observation data more accessible to growers and policymakers. FIU presented AI models that predict water levels and flood mitigation settings much faster than traditional simulation tools, with comparable or better accuracy, and said the work includes explainability features and broader research on compound flooding. Members asked extensive questions about storm surge, hallucinations, whether generative AI or large language models were being used, data vetting, and hardware needs. The witnesses repeatedly stressed that their systems are not autonomous, that human review remains central, and that the models used are primarily data-driven predictive tools rather than chatbot-style generative AI. The meeting ended with thanks to the panelists and an announcement that the committee’s policy chief was leaving for another position. Representative Mooney then moved that the committee rise, and the meeting adjourned.
MA
Transcript Highlights:
  • All right, now we're going to represent—do we have any issue with standing, or do you want to make a
  • decisions that keep us as an ongoing concern and serve the needs of our customers.
  • guns even make up the vast majority of firearms that are used in violent crime.
  • Facial recognition algorithms vary widely in terms of accuracy across demographic differences.
  • Most algorithms gave significantly higher false match rates for women than for men.
Keywords: 995, all
Summary: The commission met for its fourth hearing on emerging firearm technology, focused on personalized firearms and related privacy issues. Co-chairs noted the commission’s charge to study personalized firearm incentives, risks from digital manufacturing codes and AI, and the costs of requiring personalized firearm and microstamp technologies, and said the report deadline is being extended to July 31. They also announced the next public hearing for April 17 at 11:00 a.m., limited to Massachusetts residents. The first witness, Kai Kloepfer of Biofire, described the company’s personalized 9mm smart gun and argued it is designed to prevent unauthorized use through biometric authentication, local encrypted data storage, no wireless connectivity, and automatic disarming when released. He said Biofire opposes any mandate requiring personalized firearms, calling such mandates a de facto gun ban that would stifle innovation, limit consumer choice, and burden a still-developing market. He said the company has a patent portfolio, has received thousands of pre-orders, is shipping in all 50 states, and is approved for sale in Massachusetts; he also said the gun costs about $1,500, is currently sold online, and is intended mainly for home defense. Members questioned him about sales, manufacturing, battery life, repairability, transfer of ownership, possible expansion to other firearms, and whether microstamping could be incorporated. A Massachusetts firearms roster official, Michaela Dunn, explained the state’s testing and approval process for handguns and confirmed that the Biofire firearm is now on the Massachusetts roster and commercially available for retail sale in the state. Kate Crockford of the ACLU of Massachusetts testified only on facial recognition, warning that commercially available systems show significant demographic bias and that Massachusetts lacks comprehensive biometric privacy protections. She urged passage of pending data privacy and biometric privacy bills, including the Massachusetts Data Privacy Act and related measures, before any broader use of biometric verification in firearm laws. Commissioners discussed privacy concerns, and Biofire said its system is zero-knowledge and would likely comply with stronger biometric privacy laws. No votes were taken and no formal action was reported beyond the scheduling announcement and the extension effort.
NH
Transcript Highlights:
  • if I can make it work. if I can make it work.
  • where states can make other choices. where states can make other choices.
  • <00:14:29.360> it OC by picking it up really makes it OC by picking it up really makes it
  • decisions.
  • your next set of uh you guys make your next set of uh decisions. decisions. decisions.
Keywords: 1189, house, all
Summary: The meeting began with roll call and introductions of commission members and guests, followed by approval of the agenda and a motion to approve the February 10 minutes with a correction clarifying that one quoted statement was misattributed. The commission then moved into presentations. The main presentation came from the Conference of State Bank Supervisors on implementation of the federal GENIUS Act for stablecoins. The speaker reviewed the OCC’s recent 367-page proposed rule, noting it raises many open questions and design choices for states, and discussed expected upcoming rulemaking from the FDIC, Federal Reserve, and Treasury. The presentation focused on six areas: permissible issuer activities, reserve assets and redemption, risk management and supervision, treatment of state-qualified issuers, capital/operational backstops, and foreign issuers. It also flagged unresolved issues around Bank Secrecy Act/AML requirements and the meaning of “digital asset service provider” activities. A substantial portion of the discussion addressed yield restrictions, with the presenter explaining the OCC’s broad definition of yield and its rebuttable presumption against issuer-affiliated or related third-party yield arrangements. The speaker said this likely forecloses many existing white-label structures but leaves some room for third-party payments depending on distance from the issuer, and noted ongoing Senate debate over similar provisions. The presentation also covered reserve valuation, liquidity and diversification requirements, redemption timing, and supervisory expectations such as third-party oversight, IT security, exam cycles, and reporting. No additional votes or formal actions were taken beyond approving the amended minutes.