Video & Transcript Research : 'algorithmic decision making'

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MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Education Jun 21st, 2026 at 11:00 am

Joint Committee on Education

Transcript Highlights:
  • Just like the small financial decisions we make have compounding effects on our finances, the choices
  • families make have a compounding effect on society.
  • making choices for themselves.
  • decisions grounded in scientific understanding.
  • This bill makes a simple but powerful change.
Keywords: 995, all
Summary: The Joint Committee on Education heard testimony on a wide range of bills, with the largest portions focused on the Healthy Youth Act (S.340/H.656), comprehensive and inclusive curriculum bills (H.655/S.371 and related measures), climate literacy education (H.560/S.391), computer science coursework (H.534/S.362), arts education funding and STEM-to-STEAM proposals (H.561 and H.4297), and a homeschooling reporting bill (H.518). Supporters of the Healthy Youth Act argued it would preserve local control while requiring medically accurate, age-appropriate, LGBTQ-inclusive sex education and regular updates to state health frameworks; opponents raised parental rights, age-appropriateness, and opt-out concerns, with some calling for fetal development content. Supporters of inclusive curriculum bills said they would improve representation, belonging, and civic understanding, while opponents argued they could undermine parental authority or promote ideological content. Climate, computer science, and arts advocates emphasized workforce readiness, student engagement, and the need for state support and funding to expand access and teacher training. Testimony on the climate literacy bill described increasing climate impacts in Massachusetts and argued that interdisciplinary instruction would prepare students for science, policy, and green careers; witnesses said the bill was not a mandate but a support and funding measure. Computer science supporters said access remains uneven, especially for girls, students of color, and students with disabilities, and urged stronger statewide requirements and AI-related standards. Arts advocates backed both the STEM-to-STEAM bill and the Lowell Mason arts funding proposal, citing research on student achievement, attendance, creativity, and the economic importance of the arts sector. The homeschool bill was supported by a homeschool advocacy group as a modernization of reporting requirements. The committee closed testimony on numerous bills where no one remained signed up or testimony had concluded, including several education, curriculum, and commission proposals. No votes were taken during the hearing itself. At the end of the session, the committee closed out the remaining testimony and adjourned after a motion and second.
FL
Transcript Highlights:
  • ALL WE'RE DOING IS MAKING SENTENCING HARSHER AND THAT'S THE WRONG WAY TO GO.
  • THE AMENDMENT MAKES LANGUAGE CHANGES RELATED TO SISTER AGENCY INTERACTIONS.
  • I WOULD THINK THAT MAKES LOGICAL SENSE TO ME.
  • THIS ISN'T ABOUT JUSTICE FOR FAMILIES, IT'S ABOUT TAKING AWAY OUR ABILITY TO MAKE DECISIONS OF OUR BODIES
  • THESE EFFORTS ARE ABOUT CONTROLLING WOMEN AND GOING BACK TO A TIME WHEN WOMEN COULD NOT MAKE DECISIONS
Keywords: 999, senate, all
CT
Transcript Highlights:
  • Where are there kinks in the workflow to make this happen?
  • So when you have someone there, you know, when people are kind of making that decision, they’re kind
  • If you have someone there, you know, when people are kind of making that decision, they’re kind of in
  • So you make that referral.
  • And, you know, use that evidence-based dentistry and evidence-based decision-making to develop these
Keywords: 962, all
Summary: The MAPOC Women and Children’s Health Subcommittee heard a presentation from Kate Parker Riley, executive director of the Connecticut Dental Health Partnership, on the Husky Dental Program and efforts to improve oral health during pregnancy. She reviewed the structure of Connecticut’s Medicaid dental benefit, the ASO model, provider network, utilization trends, and member barriers to care. She noted that children’s dental measures remain above the national median, but adult utilization is lower and the dental provider network has been shrinking, with longer wait times in rural areas. A major focus was the state’s goal to raise the rate of oral evaluation during pregnancy from about 17.5% to 25% by 2030. Riley described planned outreach to OB/GYN practices using a draft “snapshot” report showing each practice’s pregnancy oral-health rate compared with the state average, along with education materials based on ACOG and AAP guidance. Committee members and guests discussed barriers such as lack of provider training, workflow burden, access to dentists who will see pregnant patients, and the need for stronger referral bridges. Suggestions included adding simple oral-health screening questions in OB settings, using human support to make appointments, and exploring co-located dental hygienists or other embedded models. Riley also highlighted partnerships with DSS, DCF, Head Start, WIC, Read to Grow, YMCA programs, refugee resettlement agencies, and school-based and hospital partners, as well as data-sharing and navigation efforts. She said pregnant members newly identified through HUSKY will now receive outreach and navigation support. DSS dental director Carolyn MacArthur introduced herself and said she supports the initiative, noting the literature linking untreated maternal dental disease to poor child oral-health outcomes. No votes were taken; the meeting ended with thanks and a preview of upcoming July presentations on integrated behavioral health and home visitation programs.
NM

New Mexico 2025 Regular Session

House - Chamber Meeting Jan 22nd, 2025

Transcript Highlights:
  • It's going to be amazing, so make sure you come. Tonight at 6:30. Thank you, Mr. Speaker.
  • House Bill 31, an act relating to crime, making the offense of making a shooting threat a crime.
  • House Bill 53, introduced by Representative Herndon, is an act making an appropriation to the Health
  • Providing for enforcement, providing penalties, making an appropriation. House Bill 10.
  • If there's an objection to that, I will make that change at this time. Thank you.
TX

Texas 89th Regular

Business and Commerce Mar 12th, 2025

Business & Commerce

Transcript Highlights:
  • Importantly, I appreciate Senator King's leadership and working to make this bill a strong bill that
  • And we have to listen to ERCOT and PUC as they're the ones making the forecast on that.
  • And we have to listen to ERCOT and PUC as they're the ones making the forecast on that.
  • Again, this is aimed at making sure large loads, sophisticated customers, appropriately contribute to
  • You all can make sure your senators have voted through a motion in writing; that'd be great.
Summary: The Senate Committee on Business and Commerce met to consider and vote on a committee substitute for Senate Bill 6, which Senator King said was intended to address rapidly growing electricity demand from large loads such as data centers while protecting reliability and keeping costs from shifting to homeowners and small businesses. He described the bill as a response to updated ERCOT and PUC forecasts showing much higher generation needs than previously expected. Senator King outlined several substantive changes in the substitute: replacing a minimum transmission charge with an upfront interconnection charge for new large loads; requiring the PUC to conduct a more detailed 4CP evaluation and adopt rules based on it; expanding load-forecasting data collection to smaller loads and standardizing criteria for interconnections; removing an exemption from ERCOT/PUC reliability review for certain net metering arrangements; making some PUC conditions temporary and limiting intervenors in those proceedings; and requiring utilities to work with large load customers on protocols and equipment for firm load shed participation. He also noted technical changes meant to close loopholes, including changing references from “duplicate” to “substantially similar” projects and from “affiliated” to “unaffiliated.” Senator Menendez asked for clarification on several provisions, including whether stranded infrastructure costs applied to generation or only transmission, how “single site” would be defined, how ERCOT-directed curtailment and notice would work, and what “load ramp milestones” meant. King responded that the bill was meant to cover both distribution and transmission-level loads, that the PUC would define certain terms through rulemaking, that large customers would work with utilities in advance on flexible load and backup generation arrangements, and that ramp milestones would help utilities plan for phased growth in demand. After questions concluded, Senator King moved adoption of the committee substitute and passage of SB 6 as substituted. The motion passed on a 7-0 vote, and the bill was reported favorably to the full Senate.
NH

New Hampshire 2025 Regular Session

House Criminal Justice and Public Safety (05/23/2025)

Criminal Justice and Public Safety

Transcript Highlights:
  • The court shall make the final decision related to the satisfaction of this condition.
  • The court shall make<03:22:14.239> the<03:22:14.479> final<03:22:14.800> decision
  • ><03:22:15.200> related<03:22:15.439> to<03:22:15.600> the make the final decision
  • related to the make the final decision related to the satisfaction<03:22:16.319> of<03:22:16.479
  • Uh I make it make a motion. Thank you.
Keywords: 1189, house, all
MN

Minnesota 2025-2026 Regular Session

Committee on Health and Human Services - 03/05/25

Health and Human Services

Transcript Highlights:
  • But what we want to make sure is we have a system out there that makes sense, which is generally the
  • coordination but what we want to make coordination but what we want to make sure<00:04:26.120>
  • It lets the patient and the doctor and the provider make the decisions.
  • /c><00:42:14.920> it's<00:42:15.079> the make the decisions to me it's the make the decisions
  • <00:53:37.319> initiating make the decision prior to initiating make the decision prior to
Keywords: 1187, senate, all
HI

Hawaii 2026 Regular Session

FIN-WAM Joint Info Briefing - Mon Jan 26, 2026 @ 1:00 PM HST

Hawaii House Floor Meeting

Transcript Highlights:
  • making this a good run. making this a good run.
  • the decision.
  • the decision.
  • Then develop the best solution from that understanding and then execute, make the decision.
  • I hope you make your flights. here late. I hope you make your flights.
Keywords: 910, house, all
US
Transcript Highlights:
  • I was not making any type of a threat.
  • What can be done to be able to make?
  • We're not going to make decisions in a vacuum. No, I appreciate that.
  • That is not making our nation safer. Now, Mr.
  • So, you can't let them make a phone call.
Summary: The meeting centered on the nomination of Rodney Scott to serve as the Commissioner of U.S. Customs and Border Protection (CBP). Throughout the session, various senators expressed concerns regarding CBP's recent practices, including issues related to border security and the treatment of migrants. Questions were raised about Scott's involvement in previous incidents, particularly surrounding the controversial death of Mr. Hernandez Rojas while in custody, which sparked a heated discussion about accountability and transparency in current border policies. Senators emphasized the importance of balancing efficient border security with humane treatment of individuals seeking asylum.
TX

Texas 89th Regular

Delivery of Government Efficiency Apr 2nd, 2025

Delivery of Government Efficiency

Transcript Highlights:
  • The DA has to make a decision to do it or to not do it right and if they do that's fine If they decide
  • This lack of integration makes it more difficult for our agencies to make data-driven decisions by bridging
  • step to address these challenges is to have accurate, comprehensive. of data to inform strategic decision-making
  • To help develop a complete record for the commission to consider and its decision-making process In these
  • OPIC also advocates for meaningful public participation and the decision-making process of the Commission
CA
Transcript Highlights:
  • So don't make loud noise. Behave yourself. So don't make loud noise.
  • And so we're still working through those concerns and making sure that we come to a place that makes
  • A happy chair makes a happy presenting author.
  • We make sure we do it... We know how to comply. We know what it requires. We make sure we do it.
  • And so for people and consumers to make an apples-to-apples decision about what's best and fits them
Summary: The Assembly Privacy and Consumer Protection Committee heard several bills on AI, social media, rental cars, and account deletion. AB 316 by Assemblymember Krell would bar defendants from avoiding liability by claiming an AI system autonomously caused harm. Supporters argued it would preserve accountability as AI grows more powerful, especially in cases involving children, while opponents said existing tort law already covers these issues and warned the bill could create uncertainty and overbroad liability. The bill passed the committee 8-1. AB 656 by Assemblymember Schiavo, sponsored by Consumer Federation of California, would make it easier for users to delete social media accounts and personal information, with amendments shifting the deletion prompt into settings rather than on every screen. Supporters said platforms use dark patterns and make deletion unnecessarily difficult; opponents raised concerns about unintended deletions and possible conflicts with existing privacy law, though the author said the bill was being aligned with CCPA. The bill passed 9-0. The committee also approved the consent calendar. AB 1197 by Assemblymember Calderon would address rental car theft and misuse by allowing limited geofencing in specific situations and revising rules around renter liability when keys are returned and a police report is filed. Rental car companies and other supporters said the bill would help recover stolen or abandoned vehicles, while an opponent warned about privacy and possible consumer harms in edge cases. The bill passed 11-0. AB 1374 by Assemblymember Berman would require more upfront disclosure of the total price of rental cars, including mandatory fees, to curb hidden charges; supporters said consumers still face surprise costs, while opponents argued current law already requires disclosure and that the bill’s new wording could invite litigation. It passed 13-0.
US

US Federal 2025-2026 Regular Session

US House Floor Proceedings (Tuesday, March 3, 2026)

US Federal House Floor Meeting

Transcript Highlights:
  • are not as divided as the algorithms are not as divided as the algorithms make<00:21:02.640>
  • Make it seem.
  • Speaker, if we want to make food more affordable, if we want to support our farmers, if we want to make
  • make local food more accessible. Mr. make local food more accessible. Mr.
  • It makes sense.
CA

California 2025-2026 Regular Session

Assembly Judiciary Committee Mar 25th, 2025

Transcript Highlights:
  • AB 1201 just simply gives the court the opportunity to make individualized decisions and assessments
  • So does the court have discretion to make the decision whether the reunification should?
  • So does the court have discretion to make the decision whether the unification should?
  • So there still is discretion involved. to make the decision whether the unification should.
  • You don't know if the motions are opposed; you can't make that decision so early.
Summary: The committee heard several bills, with the most detailed discussion focused on AB 316, AB 251, AB 474, AB 1201, AB 464, and AB 614. AB 316 would prevent AI developers or deployers from arguing in civil cases that an AI system’s alleged autonomy absolves them of responsibility. Supporters framed it as a narrow guardrail to protect families, especially children, from harms like dangerous chatbots and deepfakes; opponents, including TechNet and the Chamber of Progress, raised concerns about possible strict-liability implications. The bill was moved out of committee to Privacy and Consumer Protection. AB 251 would let judges lower the burden of proof in elder abuse cases when a skilled nursing facility or RCFE intentionally destroys evidence. Supporters said the measure is needed because elder abuse victims are often unable to testify and records are vulnerable to spoliation, while opponents argued existing sanctions are sufficient and warned of more litigation. The bill passed, with committee members emphasizing the vulnerability of elder abuse victims. AB 474 sought to expand nonprofit home-sharing programs, including tax incentives for low-income homeowners and changes to housing law and lodger rules. Supporters said it would help older adults and low-income Californians avoid homelessness, but several members and the California Apartment Association raised concerns about removing lodger-law protections for homeowners; the author committed to keep working on the issue. The bill passed to Human Services. AB 1201 would give courts discretion to provide family reunification services to parents with certain violent felony convictions, rather than applying an automatic bypass. Supporters from Starting Over Inc. described personal experiences with permanent family separation and argued the bill would give parents a fair chance when the conviction is unrelated to child safety. Some members supported the measure but questioned whether domestic violence histories should be treated differently; the author said the bill still allows courts to deny services when reunification would endanger a child. The bill passed to Human Services. AB 464 addressed sexual abuse and retaliation in state prisons by extending reporting time after release, adding 90-day monitoring after reports, barring rehiring of confirmed abusers, and strengthening reporting and anti-retaliation rules. Survivors testified about abuse, retaliation, and failures in CDCR’s response; the bill passed to Appropriations. AB 614 would standardize the Government Claims Act filing deadline at one year for all claims. The author and supporters argued the current six-month deadline for injury and wrongful death claims is too short for victims to learn the process, find counsel, and gather evidence, while businesses often get a full year. A civil rights attorney and a family member of a deceased jail detainee testified in support, describing how the current deadline can block meritorious claims. The bill was presented for committee consideration as the hearing continued.
NM
Transcript Highlights:
  • who need guardianship to help make decisions on their behalf, and also promoting supported decision-making
  • decisions for them, but just needs support making their own decisions.
  • Additionally, for the Supported Decision-Making Act that was passed, we are asking for $229,000 to be
  • The guardian is the one who would make decisions in that person's situation.
  • But again, each state is, each governor is allowed to make that decision. The last part, Mr.
FL

Florida 2025 Regular Session

February 5, 2025 - 03:00 PM

Transcript Highlights:
  • Since we will use the third calculation of the FEFP as our starting point to make decisions about fiscal
  • Our district team, in order to make that decision, analyzes things such as birth rate, new housing developments
  • The district team, in order to make that decision, analyzes things such as birth rate, new housing developments
  • We try to make it fun.
  • We don't make direct payments to schools. We make them to the scholarship funding organizations.
Summary: The Pre-K through 12 Budget Subcommittee met to review how Florida’s Education Finance Program (FEFP) works, receive an update from the Department of Education on the October 2024 FTE survey and third FEFP calculation, and hear from three county superintendents about forecasting enrollment and reconciling scholarship students. The chair explained that FEFP is funded by both state and local dollars, is recalculated multiple times during the year, and is now closely tied to school choice policy. Department staff said the third calculation was still being rerun but should be completed soon, and described the forecasting process as collaborative among districts, DOE, and the Education Estimating Conference. Superintendents from Polk, St. Lucie, and Hendry counties said enrollment shifts, especially students moving to Family Empowerment Scholarships, homeschooling, or private schools, make budgeting and staffing difficult. They said districts often must hold back funds to protect against midyear losses, which affects collective bargaining, staffing, transportation, and classroom organization. Several members raised concerns about duplicate counting, transparency, and whether students receiving scholarship funds can also remain in district classrooms. DOE said districts can access scholarship information through a secure portal and that scholarship funding organizations are paid quarterly, with a new process requiring certification and possible future payment adjustments to reduce duplication. The superintendents urged better real-time tracking of students through a statewide ID or student information system and suggested scholarship students should be funded separately from district FEFP calculations. Members also discussed whether more frequent or daily attendance-based calculations would improve accuracy, though some warned that daily attendance could create new problems for high-poverty districts. The committee also briefly discussed categoricals, including mental health and ESE funding, with DOE saying it evaluates programs through studies, reporting requirements, and legislative direction. No votes were taken; the meeting ended with a motion to rise and adjourn.
CA

California 2025-2026 Regular Session

Assembly Appropriations Committee Apr 22nd, 2026

Transcript Highlights:
  • I'm here to present AB 2393 that makes it easier for victims of false imprisonment and arrest to seek
  • It also requires the office to make its reports public and, at the same time, gives it protections to
  • This would make all of the work that they do transparent and public.
  • I am here today to present Assembly Bill 1821, which makes a modest change to relieve the growing strain
  • AB 1821 makes only a narrow practical clarification by converting the CPR timelines from calendar days
Summary: The Assembly Appropriations Committee met on April 22, 2026, with a quorum present and first took up a large consent calendar. It moved a set of bills to the Assembly Floor consent calendar by unanimous vote, including AB 1773, 1785, 1828, 1873, 1918, 2001, 2085, 2173, 2412, 2536, 2644, and 2781, and separately approved another group of unanimous bills not eligible for floor consent, including AB 1544, 1555, 1614, 1621, 1637, 1704, 1816, 1933, 2529, 2559, 2663, and 2731. The committee then heard several individual bills, with each author describing the measure and witnesses generally testifying in support; no organized opposition was recorded on the bills discussed. Among the measures heard, AB 2393 would create fixed statutory damages for certain false imprisonment and arrest claims, while exempting peace officers, custodial officers, and public entities. AB 1697 would delay implementation of a recently enacted prohibition on employment contracts that require workers to repay employer debts if they leave a job, and AB 2534 would extend Domestic Violence Prevention Act restraining order protections to attempted forced marriages and survivors of forced marriages. AB 1608 would strengthen the High-Speed Rail Inspector General’s office by adding staffing and contracting authority, requiring public reports, and allowing limited temporary confidentiality for sensitive information; the bill drew questions from members about transparency and whether information could be withheld, but the author and Inspector General said the measure would increase accountability and only allow narrow, time-limited confidentiality. The committee also approved AB 1916, which would allow American Sign Language interpreters to participate in the same collective bargaining process as other certified court interpreters, and AB 1803, which would require anti-hate speech training as part of workplace harassment prevention training for employers with five or more employees. AB 1821 would change Public Records Act response timelines from calendar days to business days, with local government sponsors arguing it would better reflect actual processing time for broad and complex requests without reducing access. AB 1919 would establish election procedures to let voters decide the future of Santa Cruz Metro service funding after a one-time grant expires. Each of these bills was moved forward on due pass votes, with some members not voting on certain measures. The committee then approved a long suspense file, and the remaining suspense bills were deemed approved without further discussion.
MN

Minnesota 2025-2026 Regular Session

Committee on Education Policy - 02/23/26

Education Policy

Transcript Highlights:
  • informed decisions about PSO.
  • informed decisions about PSO.
  • makes sense and then this gives Mr. makes sense and then this gives Mr.
  • Big tech has already removed that choice from our decisions through sophisticated algorithms.
  • from our decisions through sophisticated algorithms. algorithms. algorithms.
Keywords: 1187, senate, all
US
Transcript Highlights:
  • You are aware that the secretary has said that the VA is not making decisions to illegally fire and I
  • We need to make.
  • my view that this committee will and should have significant opportunities to participate in the decision-making
  • We want to make sure that no decisions are being made that have unintended consequences.
  • The things that we really need to see all of the information before making a decision on.
Summary: During the meeting, various members engaged in extensive discussions surrounding 15 proposed bills related to veterans' affairs. Notably, concerns regarding recent VA workforce changes sparked debates, particularly about potential cuts and their implications for veterans' care and benefits. Chairman Moran emphasized the need for thoughtful reforms and coordination with stakeholders, urging responsible measures to prevent negatively impacting service delivery. The meeting highlighted a significant bipartisan effort to enhance veterans' access to essential health services, particularly in light of recent challenges faced by the VA workforce. Senator Blumenthal's assertions about the urgent plight of veterans due to cuts in personnel drew strong reactions, showcasing the deep concern among committee members regarding the current state of veteran services.
TX
Transcript Highlights:
  • Okay, now there's also another part of the decision they would have to make. ...take it to the voters
  • But why bother even with people making that decision because we're just coming up with the money and
  • Should that make a difference though? I don't think it makes a difference.
  • But those are times that we had to make those difficult decisions.
  • In the next couple of weeks, the city council will make a decision.
Bills: SB9, SB 9
FL

Florida 2026 Regular Session

Education Pre-K - 12 Oct 15th, 2025

Education Pre-K - 12

Transcript Highlights:
  • that they should make about... ...to understand about safety and security and the kinds of decisions
  • One of my major concerns with AI in general, not in the school system, is who gets to make the decisions
  • And he told us he's making the decisions for all of us, for all of America.
  • When you all do your presentations, I want to know who is making these guardrail decisions, and what
  • I think you spoke about who's making the, who's the decision authority, who's behind.
Summary: The Senate Committee on Education Pre-K through 12 met to hear a panel discussion on artificial intelligence in K-12 education. Dr. Maya Israel of the University of Florida gave an overview of AI literacy, the benefits of AI for personalized learning and teacher support, and the risks involving data privacy, overreliance, hallucinations, and misuse. She described the Florida K-12 AI Task Force, which published statewide guidance in March and is now providing professional development, case studies, surveys, and resources for teachers and families. She also noted that teacher preparation programs and microcredentials are being developed, but there is not yet a statewide baseline standard for teacher AI training. Superintendents Van Ayers of Hillsborough County and Kevin Hendrick of Pinellas County described district policies and implementation efforts. Hillsborough adopted an AI governance policy, created an implementation guide, and set rules barring generative AI use for students in pre-K through 7th grade while allowing limited, teacher-approved use for older students with district-vetted tools. Pinellas emphasized digital responsibility, parent transparency, data-use agreements, and a governance process for approving tools. Both districts said AI is being used for lesson planning, tutoring, reading-level adjustments, scheduling, and other administrative tasks, but they do not yet have reliable evidence that AI is improving academic performance. They also discussed teacher training, stipends, and certification efforts, including partnerships with universities and vendors such as Microsoft, Google, Magic School, and Gemini. Drew Allen of FSU Inspire offered an industry-focused perspective, arguing that AI is not new but that education must adapt more quickly to industry needs. He described Inspire’s workforce and research mission, its AI and robotics training for teachers, and the need to build teacher comfort and confidence through incentives and applied training. Committee members raised concerns about student dependence on AI, academic integrity, mental health, moral decision-making, data privacy, and whether schools should return to more paper-based testing. The panel generally agreed that AI should be used with strong guardrails, human oversight, and a balance between technology use and traditional learning. No legislation was considered, and the meeting ended with a motion to adjourn, which was adopted without objection.