Video & Transcript Research : 'algorithmic decision making'

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AZ

Arizona 2026 Regular Session

02/03/2026 - House Education

Education

Transcript Highlights:
  • Does that question make sense?
  • I want to make sure that they're included as an option and that... ...make sure that they're included
  • a decision, you are facing the members of your community when you make that final vote, and that’s a
  • a decision, you are facing the members of your community when you make that final vote, and that’s a
  • a decision you are facing the members of your community when you make that final vote and that's a really
Keywords: 1182, all
FL

Florida 2026 4th Special Session

January 15, 2026 - 08:00 AM

Transcript Highlights:
  • Businesses have ups and downs and sometimes when the economy is tight, it makes shifts in decisions about
  • I ask you to consider when this push comes and departments have to make decisions, it is not only about
  • I ask you to consider this in your decision. Thank you.
  • That is one comment I would make. You know that.
  • decisions that will negatively impact our community.
HI

Hawaii 2026 Regular Session

AEN Public Hearing 01-28-2026

Agriculture and Environment

Transcript Highlights:
  • And again, data is important to make informed decisions.
  • And again, data is important to make informed decisions.
  • Um, you guys want to go decision making? You want discussion?
  • Recess if you want. >> Recess. >> We're going to go right into decision-making. and and practices. and
  • <01:26:20.239> making Um you guys want to go decision making Um you guys want to go decision
Summary: The committee heard several agriculture-related bills. SB 874 on veterinary medicine would require veterinarians, upon a client’s request, to provide a written prescription for an animal patient in an existing veterinary client-patient relationship, allow Hawaii-licensed pharmacies to dispense those prescriptions, and authorize the Veterinary Medicine Board to set penalties. Testimony was overwhelmingly supportive, with supporters citing lower costs and consumer choice; the Hawaii Veterinary Medical Association said veterinarians already should be doing this and supported the bill if amended. One testifier in opposition argued the bill needed a conspicuous notice requirement so pet owners know they can request prescriptions. Committee members and the Department of Agriculture said they were not aware of widespread problems, and discussion focused on whether the measure was already consistent with current practice and whether amendments would address remaining concerns. The committee also heard SB 2097, which would create a climate-resilient food systems grant program in the Department of Agriculture and Biosecurity and appropriate funds. The department, Hawaii Farm Bureau, Hawaii Farmers Union, Hawaii Cattlemen’s Council, and others supported the bill, saying it could help farmers and ranchers invest in resilience, infrastructure, and technology. Several testifiers asked for clearer definitions, especially for terms like “food hubs” and “resilience hubs,” and suggested adding technical assistance and clearer eligibility criteria. The department explained the program was intended for shovel-ready projects in the middle of the supply chain, with a focus on farmers in a certain revenue range, and said it was modeled on a USDA program. SB 2098 would establish a clean plant program to produce and distribute disease-free plant material to growers, nurseries, and other producers. Testimony was supportive, emphasizing biosecurity, nursery industry needs, and preventing invasive species and crop disease. The department described the program as using tested clean stock, tissue culture facilities, and data collection to support future planting decisions, and estimated a two-year ramp-up. Members questioned whether the program duplicated existing work at CTR/other partners and whether data collection should be centralized, but the department said the effort would build on existing varieties and partnerships rather than overlap them. Finally, SB 2126 would create a conventional farming grant program for small and midsize conventional farmers. Supporters from the department, Hawaii Farm Bureau, and Hawaii Cattlemen’s Council said conventional agriculture deserves support and that the bill would help increase food production. Opposition and comments focused on the bill’s exclusion of organic farmers; one farmer said the measure was unfair unless amended to include organic producers, while a Farmers Union witness said the bill was too vague about the grant’s purpose and should be clearer about its goals. In response to questions, the department said the exclusion of organic farming was not intentional and that the bill was meant to support all agriculture, though no vote or final action was taken in the excerpt provided.
FL

Florida 2026 Regular Session

Appropriations Committee on Higher Education Jan 15th, 2025

Appropriations Committee on Higher Education

Transcript Highlights:
  • Of course, we're starting out with that base, and then, of course, we will be making other decisions
  • It’s when they are making those decisions every day about when to eat, what to eat, what to wear, and
  • where there are child fatalities or sexual abuse cases and utilizes that information for better decision-making
  • That immersive experience sharpens their decision-making skills, reduces biases, and reinforces fact-based
  • something that you fund, and that's also a way that we can help ensure that their voices are included in decision-making
Summary: The committee held its first meeting of the session and received an overview of the Higher Education Appropriations budget from staff director Tim Elwell. He explained the committee’s broad jurisdiction over universities, state colleges, district workforce programs, vocational rehabilitation, blind services, student financial aid, private colleges, and the Board of Governors, and reviewed key budget concepts such as local funds, funds per FTE, performance funding, and the distinction between the total appropriation and the recurring base budget. He noted that higher education is funded largely through state and local sources, with substantial flexibility compared with other state budgets, and that the base budget is heavily weighted toward lump-sum allocations to the public systems. The committee then heard a presentation from the University of South Florida’s Florida Center for Cybersecurity (Cyber Florida), led by retired Marine Gen. Frank McKenzie and USF representative Mark Walsh. They described Cyber Florida as a statewide cybersecurity platform created by the Legislature in 2014 to support education, research, workforce development, public policy, and community engagement. McKenzie emphasized the growing cyber threat environment, Florida’s leadership role, and several funded initiatives, including K-12 outreach, workforce training, a cyber range for county governments, critical infrastructure assessments, grant development, and public conferences and outreach. Members asked about public cyber awareness, the lack of a national cyber defense strategy, school district participation in Cyber Launch, and which counties are most at risk; McKenzie said smaller counties with limited cybersecurity staffing are generally more vulnerable and offered to provide follow-up information. Finally, the committee heard from the Florida Center for Students with Unique Abilities at the University of Central Florida, led by Dr. Drew Andrews, along with program and parent representatives from participating institutions. Andrews explained the center’s role in coordinating Florida’s postsecondary comprehensive transition programs for students with intellectual disabilities, supporting program development, distributing grants and scholarships, and monitoring outcomes. He reported that the state now has 33 approved programs at 35 institutions, including universities, state colleges, and technical colleges, and that scholarship and grant funding has grown significantly. He said student retention is about 88 percent, many graduates are employed, and median hourly earnings have increased over time. A representative from Southeastern University described how the center’s support helped build and sustain SEU Link, including a new third-year employment-focused option for students.
MN

Minnesota 2025-2026 Regular Session

Peace officer discipline 3/4/26

Minnesota House Floor Meeting

Transcript Highlights:
  • It makes sure that prosecutors of that.
  • decisions that might have impact like this.
  • I hopefully it causes them to pause, stop, think, and make a sound decision. might have impact like this
  • I implications, this makes them mean it.
  • > there's<00:21:15.360> been wanted to make sure there's been wanted to make sure there's
Keywords: 1183, house
Summary: The committee heard House File 962, the Brady-Giglio bill, which seeks to create a more uniform statewide process for how prosecutors identify and manage law enforcement officers whose credibility may be questioned. The author explained that the bill grew out of stakeholder work over the past year, and the committee adopted the DE3 amendment, which reflected much of that negotiated language. Testifiers from the Minnesota Police and Peace Officers Association, Law Enforcement Labor Services, the Minnesota Sheriffs Association, the Minnesota Chiefs of Police Association, and the Minnesota County Attorneys Association all said the bill was moving in the right direction and emphasized the need for consistency, predictability, security, and due process in Brady-Giglio decisions. Several witnesses said the bill should prevent Brady designations from being used as the sole basis for discipline and should prohibit prosecutor-maintained do-not-call lists. County attorney and law enforcement representatives said the current draft is a major step forward but that work remains, especially on data access, data retention, sharing, and security provisions. They also noted that the language had not yet been fully approved by all stakeholder boards, though they supported continuing the process and asked the committee to advance the bill so negotiations could continue. Members raised questions about whether public defenders, defendants’ rights groups, and other public employees had been included in the discussions. The author and other supporters said the main alignment so far has been among prosecutors and law enforcement, with additional input from other groups to come later. In closing, the author described personal experiences that illustrated how an error or misunderstanding could unfairly affect an officer’s career and argued for a statewide standard. The committee then voted to re-refer House File 962, as amended, to the Judiciary Committee.
CA
Transcript Highlights:
  • If a young person is thinking about teaching, it should be really easy to make that decision.
  • If a young, a person is thinking about teaching should be really easy to make that decision.
  • Historically, there's been limited evidence that these types of programs are effective on changing teacher decision-making
  • have registered for this interest form so we can understand how this investment factors into their decision-making
  • have registered for this interest form so we can understand how this investment factors into their decision-making
Summary: The Assembly Budget Subcommittee on Education Finance heard an extended discussion on state efforts to recruit, prepare, and retain teachers, with a focus on whether current programs are sustainable and well targeted. Testimony from the Learning Policy Institute, the Commission on Teacher Credentialing, the Department of Education, and the Legislative Analyst’s Office described persistent shortages, especially in special education, math, science, bilingual education, and high-need schools. Speakers emphasized that residency programs, Golden State Teacher Grants, National Board incentives, classified employee pathways, and undergraduate teacher pipelines have helped increase preparation and retention, but many of these efforts rely on one-time funding and lack long-term certainty. Committee members repeatedly raised concerns about the “leaky pipeline,” working conditions, the burden of student debt, and whether the state should simplify and institutionalize support for aspiring teachers rather than rely on a patchwork of grants. The agencies presented data showing continuing shortages and uneven distribution of fully credentialed teachers. CTC reported projected hiring needs of roughly 20,000 to 25,000 teachers annually, with the highest needs in self-contained classrooms, special education, and certain regions of the state. It also noted that emergency permits, waivers, and intern credentials remain high, and that teachers entering through those routes have higher turnover. LPI cited research showing residency-prepared teachers are more effective and more likely to stay, and argued that Golden State Teacher Grants attract candidates who might not otherwise enter teaching and help them complete preparation. CDE stressed that most new demand comes from attrition and urged support for multiple entry points, tuition assistance, and campus-based coursework. Several members also discussed the role of community college pathways, dual credentialing, and support for school leaders as part of retention. The LAO recommended rejecting the educator pipeline proposals under discussion, citing limited evidence of effectiveness and suggesting that any new spending should be more narrowly targeted to the highest-need schools and long-standing shortage subjects. The LAO also said that if the Legislature funds new programs this year, Proposition 98 would be preferable given the state’s fiscal condition. Committee members pushed back on the idea that declining enrollment or layoffs would solve shortages, noting that shortages and layoffs can coexist in different subject areas and regions. The discussion ended with agreement that staff would continue working with agencies on how to make teacher pipeline investments more consistent, coherent, and easier for candidates to navigate. The committee then turned to the Golden State Teacher Grant Program. Finance proposed $50 million in one-time General Fund support to extend the program for one additional year, while the LAO recommended rejecting the proposal because the first CSAC evaluation is not due until later in the year and because the funding would be non-Proposition 98. CSAC supported the extension, saying demand has been strong, over 20,000 aspiring educators have been served since 2021, and the agency had to pause applications after receiving more than 9,200 this year; it also said more than 2,500 candidates had already expressed interest for next year. Members asked how many students the new funding would serve, and CSAC estimated just under 5,000 awards at $10,000 each. The discussion also covered whether the grant could be moved into Proposition 98 and how the one-time nature of the funding affects confidence among prospective teachers.
LA

Louisiana 2026 Regular Session

Finance May 13th, 2026

Finance

Transcript Highlights:
  • And again, they can make that decision.
  • Let's just make it fair.
  • And I think we need that information in front of us so we can make those decisions.
  • Let's make it fair. You already know my spiel, Jeff.
  • And I think we need that information in front of us so we can make those decisions.
NM

New Mexico 2026 Regular Session

House - Judiciary Feb 7th, 2026 at 09:12 am

House Judiciary

Transcript Highlights:
  • bills, but yet they do nothing to improve the accuracy of the legislative record, the quality of decision-making
  • Does that make sense?
  • egregious errors, whether related to disregard of the weight of evidence or arbitrary or capricious decision-making
  • So once you present your case to the commission, the commission makes a decision.
  • So once you present your case to the commission, the commission makes a decision based on the evidence
WY

Wyoming 2026 Regular Session

House Labor, Health & Social Services Committee, February 27, 2026

Labor, Health & Social Services

Transcript Highlights:
  • If the judge trusted, and again this all rests with the judge to make that ultimate decision based on
  • make this decision for enough for us to make this decision for me<00:29:17.200> as<00:29:17.360
  • this<00:29:18.399> decision<00:29:18.799> on me as a judge to make this decision
  • on me as a judge to make this decision on civil<00:29:19.360> commitment.
  • those sorts of go out and and make those sorts of decisions<00:58:40.160> and<00:58:40.319>
Bills: SF0023, SF0057
MN
Transcript Highlights:
  • as we make those decisions.
  • <00:03:17.840> those understanding as we make those understanding as we make those decisions
  • So nothing to read into decisions.
  • every day that we're making history. every day that we're making history.
  • I make whether it is St.
Keywords: 1187, senate, all
HI
Transcript Highlights:
  • I value that you value our voice so you can make a good decision.
  • can make a good decision. decision. decision.
  • Um we will do decision making at bill.
  • have a lot of autonomy and decision have a lot of autonomy and decision making<03:09:46.160>
  • Um, first up, we're going to do decision-making on HB 1934.
Keywords: 910, house, all
Summary: The committee on Education met on February 17 and announced it would limit public testimony to one minute because more than a thousand testimonies were expected on one measure. The first bill heard was HB 1934, relating to the Imagination Library of Hawaii. The state librarian and Friends of the Library supported the bill, saying the program is a proven, cost-effective way to improve early literacy and should be expanded statewide for children ages 0 to 5. Friends of the Library said the current 50/50 match requirement would be too difficult to meet immediately and asked for state funding for the first few years to help launch the expansion. Testimony included eight supporters and one opponent, and members asked whether the proposal was an expansion of an existing program; the state librarian said it would expand service beyond currently targeted communities. The committee then heard HB 20004, which would extend the floating librarian pilot program. The state librarian, Department of Education, HSTA, and several individuals testified in support. Supporters said the program helps address staffing needs and improves student readiness, especially for college and information literacy. One retired community college librarian said school librarians help students prepare for college and are increasingly important in teaching critical evaluation of misinformation and AI-generated content. Members asked about implementation of the existing pilot, including recruitment of certified librarians for neighbor island and Oahu complex areas; DOE said those positions had been identified and recruitment was underway, and existing funds remained intact. The final major discussion was HB 2398, which clarifies the library system’s role in RNMSP-related projects and public library construction on or near school land. The state librarian and public library system supported the bill, while the Department of Education and Attorney General’s office raised concerns about vague language, especially the phrase “land controlled by the board,” and suggested amendments. In questioning, the state librarian explained that the bill was prompted by conflicts on shared or adjacent school/public library sites, including traffic, pickup and drop-off access, and other operational issues. DOE described significant disruption from one project’s traffic changes and said planning for such projects should involve early coordination and formal agreements. The state librarian responded that the new bill would clarify oversight and help avoid delays and disputes over property control and future renovations.
HI

Hawaii 2026 Regular Session

HHS-CPN, CPN-HWN, CPN-LBT Public Hearings 02-06-2026

Health and Human Services

Transcript Highlights:
  • Okay, seeing none, can we move on to decision-making? >> Nope. >> Okay.
  • Okay, seeing none, can we move on to decision-making? >> Nope. >> Okay.
  • - seeing none, can we move on to decision- seeing none, can we move on to decision- making?
  • we are too soon for decision making. we are too soon for decision making.
  • Okay, recess for decision making. Calling on SD for decision making on HHSCPN. First up, SB 2175.
Keywords: 912, senate, all
Summary: The committee heard testimony on several health-related measures, with most of the discussion focused on bills addressing tobacco/vape enforcement, psychology licensure, hospital price transparency, prior authorization, and medical cannabis. The chair opened by explaining the one-minute testimony limit and that written testimony had been reviewed. For SB 2175 on disposable electronic smoking devices, the Department of Health said the bill’s placement in litter-control law was not a good fit because disposable e-cigarettes contain hazardous materials like lithium and nicotine, but it supported the intent and pointed to a related measure. Public health and tobacco-control advocates strongly supported the bill, citing youth use, toxic waste, battery fires, and the need to tighten definitions and remove exemptions; a long list of organizations and individuals were noted in support, with no opposition mentioned. For SB 2410, which would create a state directory and enforcement tools for authorized e-cigarette products, the Attorney General’s office strongly supported the measure and said it would help enforce the FDA-authorized list of products through certification, inspections, and civil penalties. The Department of Health said thousands of illegal products remain on the market and cited youth usage rates, while public health groups also supported the bill. One tobacco industry-related witness was noted in opposition. SB 2080, the psychology interjurisdictional compact, drew support from the Department of Corrections, which said it had severe staffing shortages and that the compact would help fill gaps, especially for forensic psychology and neighbor island facilities. Some committee members raised concerns about whether the compact would loosen licensure standards and reduce licensing revenue, and the Board of Psychology was said to be meeting and had not taken a formal position; testimony also noted the need for resources if the compact were adopted. The committee also heard SB 2276 on surgical assistance, with DCCA in opposition and a supporter from the field, but little discussion followed. SB 2277 on hospital price transparency drew support from consumer and patient advocates, who argued that clearer pricing would reduce medical debt and help patients shop for care; DCCA and the Department of Health offered comments, with the department suggesting an alternative enforcement model using outside review entities and noting that implementation would require significant staffing and funding. The Healthcare Association of Hawaii opposed the bill, saying federal transparency rules already cover the issue and state law could create duplication. SB 2282 on prior authorization received comments from insurers and providers; HMSA asked that the bill be set aside pending the report of the prior authorization working group created by Act 151, while the Hawaii Medical Association said prior authorization is a major burden but deferred to regulators on resources. Finally, SB 2413 on medical cannabis was supported by the Office of Medical Cannabis and others, who said the bill would close a patient-access gap by allowing viable seed sales; one witness suggested clarifying jurisdictional language and allowing dispensaries to sell seeds to each other. The committee then began SB 2425 on health insurance, where an addiction treatment provider testified that insurers’ refusal to honor assignment-of-benefits payments can delay reimbursement and create relapse risk for patients, but the transcript cuts off before further action on that bill.
TX

Texas 89th 2nd C.S.

Homeland Security, Public Safety & Veterans' Affairs Mar 5th, 2025

Homeland Security, Public Safety & Veterans' Affairs

Transcript Highlights:
  • Input to have a diverse opportunity for that level of input and then try to make the best decisions collectively
  • We're still making arrests, smuggling arrests.
  • Uh, can help us bring people in and make, make sure that they stay.
  • Young field training officers training younger, uh, in office, and that affects decision making here
  • more money and make considerably more money.
NM
Transcript Highlights:
  • It makes a difference.
  • This Ensures that students with disabilities are consistently represented in cabinet-level decision-making
  • they make per school year.
  • We know that data, accurate data, drives decision making.
  • sure they are making a difference.
TX

Texas 89th Regular

89th Legislative Session Apr 8th, 2025

Texas House Floor Meeting

Transcript Highlights:
  • Dunham, you know, you make a movie about Mr.
  • The goal is to make things more efficient.
  • We're gonna make it easy for them... them to know where those rules are, and we're going to make it easier
  • In terms of who... works for the governor the governor will obviously make that decision.
  • Members, this amendment removes section 6 and 7 of the bill. which will ensure that decision-making is
KY
Transcript Highlights:
  • <01:12:27.679> decisions<01:12:28.320> under them better make decisions under them
  • better make decisions under pressure<01:12:29.679> and<01:12:29.920> to<01:12:30.159>
  • >> That's not a decision that school counselors could make.
  • The decisions we make over the next session will determine whether Kentucky's momentum continues.
  • The decisions we make not exist before.
Summary: The committee opened its sixth meeting of the 2025 Interim Joint Committee on Education, confirmed a quorum, recorded attendance votes, and approved the minutes. Chair Lewis reminded presenters to keep remarks brief because of the full agenda and limited time. The first presentation was from United Way of Southern Kentucky, with Anne Puckett, Craig Browning, and Warren County Schools Superintendent Rob Clayton introducing a regional early childhood initiative. The presenters argued that kindergarten readiness and early childhood support are critical to later academic and life outcomes. They cited research and statistics about brain development in the first five years, the effects of unprepared kindergarten entry, and links between low literacy, school discipline, dropout rates, and incarceration. They said their region’s readiness scores fell during COVID and after a tornado, and that the most effective response was in-home parent education to help families support children from birth to age five. They described the model as voluntary, community-based, and not requiring new buildings, and said similar programs have been successful in Missouri. The group said it had already raised more than $1 million in private donations and committed three years of funding for four additional staff, expanding service in Allen, Logan, and Warren counties. They requested $600,000 per year for the next two-year budget cycle to add 12 more educators, serve about 360 families and 660 additional children, and build evidence for a possible statewide model. Members generally expressed support for the concept, with Representative Tipton and Representative Jackson discussing a prior home-based preschool pilot and the importance of starting early. Representative Calloway questioned whether increased family chaos and government involvement justified the approach; presenters responded that the program uses community educators, not a government-run organization, and is aimed at helping overwhelmed families. Representative Stalker asked about eligibility and early intervention, and presenters said the program serves children from birth to age five and can help identify needs early enough to connect families with services such as First Steps.
OK
Transcript Highlights:
  • Now, philosophically, there are attorneys general that are afraid to make decisions, and then there is
  • the current occupant who is unafraid to make decisions, as you've realized, some of the opinions that
  • If we were to receive these funds, then we are leaving it up to the particular DA to make a decision.
  • They can make those decisions as they Relate at the best level, the local level, to decide what they
  • I know he makes some very life-altering decisions.
Keywords: 914, all
MN

Minnesota 2025-2026 Regular Session

A New Senator Shares His Priorities | Senator Michael Holmstrom Apr 17th, 2026

Minnesota Senate Floor Meeting

Transcript Highlights:
  • You are making these decisions. Has that transition been difficult?
  • You are making these and center.
  • You are making these decisions.<00:03:58.080> Has<00:03:58.319> that<00:03:58.560> transition
  • <00:03:59.200> been decisions.
  • Has that transition been decisions. Has that transition been difficult? difficult? difficult?
Keywords: 1187, senate, all
MN

Minnesota 2025-2026 Regular Session

More drugs approved for opioid use disorder 2/23/26

Minnesota House Floor Meeting

Transcript Highlights:
  • But too often, when someone makes a decision to seek treatment, sometimes months or years after struggling
  • It does not improve medical decision-making.
  • It does not improve medical<00:01:29.439> decision-making.
  • <00:01:30.400> It<00:01:30.640> creates medical decision-making.
  • It creates medical decision-making.
Keywords: 1183, house
US

US Federal 2025-2026 Regular Session

US House Floor Proceedings (Monday, May 19, 2025)

US Federal House Floor Meeting

Transcript Highlights:
  • They are laboratories at sea collecting data that fuels critical decision-making here on land.
  • looking at making large programs better. looking at making large programs better.
  • big changes to make big should be making big changes to make big impacts,<04:39:49.840> but<04
  • make money for the crown of England. make money for the crown of England.
  • But every time we make progress.