Video & Transcript Research : 'algorithmic decision making'
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KY
Kentucky 2026 Regular Session
House Legislative Session Day 51 (3-20-26)
Kentucky House Floor Meeting
Transcript Highlights:
- The allegations improperly target judicial decision-making, and proceeding with impeachment would pose
- Judicial decision-making and proceeding with impeachment would pose a serious threat to the separation
- And I believe those voters will make that decision.
- we would make.
- And this is such a very, very serious decision we're going to be making today.
NM
Transcript Highlights:
- We allow school districts to make local decisions about how to spend their operations.
- to run the system of higher education at a very minimum level, and then that may enable further decision-making
- decisions.
- To ensure that we have the best group of people making decisions, not just to have the right backgrounds
- We are providing the information to the regents so that they can make decisions at their level on how
TX
Texas 89th 2nd C.S.
The July 2025 Flooding Events, General Investigating Apr 28th, 2026
The July 2025 Flooding Events, General Investigating
Transcript Highlights:
- We have to make a decision going forward.
- So we need the state of Texas to make a decision.
- We need the state of Texas to make a decision. A decision, sorry, I got it.
- We need the state of Texas to make a decision that the Eastlands refuse to make.
- We want to make an informed decision.
MA
Massachusetts 2025-2026 Regular Session
Senate Committee on Juvenile and Emerging Adult Justice Jun 21st, 2026 at 01:00 pm
Senate Committee on Juvenile and Emerging Adult Justice
Transcript Highlights:
- They are improving their self-regulation and their self-awareness to make healthier decisions.
- They are improving their self-regulation and their self-awareness to make healthier decisions.
- So these are all the positive outcomes that the youth in the “Make healthier decisions.”
- But adults are also making decisions about how they’re going to handle cases, right?
- That decision point makes a difference. I always talk, even if it goes to the day of arraignment.
Summary:
The Senate Committee on Juvenile and Emerging Adult Justice held an informational hearing focused on diversion programs and services for high-risk youth, with no bills before the committee and no votes taken. The chair and members emphasized that the session was intended to hear from invited testimony and discuss how to strengthen diversion, reduce court involvement, and improve outcomes for youth. The committee heard first from the Office of the Child Advocate and diversion providers, who described the Massachusetts Youth Diversion Program, its statewide expansion to 10 of 11 court counties, and its reported success rate of about 80% completion without reoffending. Testimony highlighted that diversion keeps youth out of court, connects them more quickly to community-based services, and can address needs such as mental health, education, and substance use. Witnesses also pointed to racial and ethnic disparities in arrests versus summonses, regional variation in diversion access, and the need for clearer statutory authority, more funding, and broader use of pre-arrest diversion.
Committee members asked about the difference between arrest and summons, who can initiate diversion, why arrest rates have increased relative to summonses, and how diversion might prevent harmful downstream consequences such as detention or immigration enforcement involvement. Witnesses said police, clerk magistrates, district attorneys, and judges can refer youth to diversion, and argued that local policy, training, and legislative changes could expand use. They also discussed the impact of detention on youth, including stigma, lost school time, and the lack of credit for time served in the juvenile system. Testimony from Citizens for Juvenile Justice focused on prevention, school discipline, and the school-to-prison pipeline, arguing for more restorative practices, better data, and legislation to limit suspensions and expulsions, especially for younger students and nonviolent conduct. They also raised concerns about DCF-involved and foster youth, who are disproportionately represented in the juvenile system.
The final panel, the Children's League of Massachusetts and transition-age youth providers, shifted to child welfare and young adult supports. They supported reducing court involvement in child requiring assistance cases, expanding family resource centers, and strengthening services for transition-age youth leaving DCF or DYS custody. Providers described housing instability, homelessness, and the need for education, employment, behavioral health, and supportive housing services for young adults ages 18 to 23. Across the hearing, witnesses consistently argued that early intervention, community-based supports, and diversion are more effective than court processing or detention for most youth, and that the legislature can help through funding, statutory clarity, expanded eligibility, and stronger data collection.
NH
New Hampshire 2025 Regular Session
Senate Health and Human Services (02/12/2025)
Health and Human Services
Transcript Highlights:
- <01:05:51.319>
making for the eligibility of decision making for the eligibility of decision - and lure the individuals making and lure the individuals making decisions<01:15:44.000>
as - So that's a question that I have: who is making the decision?
- those decisions so in in in making those decisions so perhaps<01:47:31.400>
looping <01:47:31.880 - <02:31:36.000>
decisions <02:31:36.760>we not the only ones making decisions we not
MN
Transcript Highlights:
- We believe that people are capable of making their own intimate decisions, that every pregnancy is different
- And that is the problem with having the government make your decisions for you.
- We believe that people are capable of making their own intimate decisions, that every pregnancy is different
- And that is the problem with having the government make your decisions for you.
- But apparently all of us don't share it when it comes to people making their own personal, intimate decisions
TX
Transcript Highlights:
- That's the ultimate test for the districts when they make this decision.
- Texas stands for fairness, accountability, and local decision-making.
- They need the backbone given to them to be able to make decisions, do things.
- Important, I think, decisions to make very quickly.
- We would like to make a decision that makes sense from that science.
Summary:
The committee held a hearing on high-capacity groundwater wells proposed in Anderson, Henderson, and Houston counties, with members framing the issue as one of local water supply, fairness, and the need to modernize groundwater law while protecting private property rights. Opening remarks focused on the scale of the proposed Redtown Ranch and Pine Bliss projects, the potential export of tens of thousands of acre-feet of groundwater annually, and concerns that the applications lacked sufficient technical detail and could harm nearby landowners, cities, agriculture, and manufacturing. Members also noted the broader context of the recent flooding tragedy in central Texas and the Legislature’s intent to address water-related loss of life in the upcoming special session.
Witnesses from the Texas Alliance of Groundwater Districts and the Texas Water Development Board explained the current groundwater management framework. They described groundwater conservation districts as the state’s preferred management method, the role of groundwater management areas and desired future conditions, and how the Water Development Board uses those conditions to calculate modeled available groundwater. They emphasized that districts rely on local data, monitoring wells, and planning processes, but that information is often more limited in areas without a district, where the rule of capture applies. Members pressed witnesses on recharge rates, export permits, subsidence, the effect of pumping on nearby wells, the age and real-time availability of model data, and whether the proposed project would exceed modeled available groundwater in some counties.
TCEQ explained its limited oversight role over groundwater conservation districts, including inquiries, compliance actions, and, in extreme cases, dissolution authority. Water Development Board staff also outlined funding programs, saying the New Water Supply for Texas Fund is limited to projects such as brackish desalination, reuse, ASR, and other new-supply projects, and does not fund fresh groundwater exports alone. They said the project at issue had not applied for board funding. A water lawyer then testified on the rule of capture, ownership in place, and district regulation, arguing that districts must use permitting and other tools to manage production within modeled available groundwater and that the Legislature could consider additional authority over groundwater exports under current law.
TX
Texas 89th Regular
S/C on Family & Fiduciary Relationships Mar 31st, 2025
S/C on Family & Fiduciary Relationships
Transcript Highlights:
- I will make sure that we work with each and every one of you to make that happen. bring it back at the
- Access to records is critical for parents to make treatment decisions.
- The right to make decisions about the child's education, particularly what school they attend, and the
- This bill cleans up that ambiguity by awarding the right to a parent to make the sole decision regarding
- This bill also will allow for more streamlined decision-making for managing conservators, enabling them
Keywords:
electronic devices, family violence, criminal prosecution, protective orders, tracking, harassment, family allowance, decedent's estate, surviving spouse, minor children, inheritance, child support, maintenance, HB 1734, Family Code, Section 155.207, suit affecting the parent-child relationship, SAPCR, continuing exclusive jurisdiction, jurisdiction transfer
NM
New Mexico 2026 Regular Session
House - Chamber Meeting Feb 13th, 2026 at 11:03 am
New Mexico House Floor Meeting
Transcript Highlights:
- Have we put it on the ballot before for the voters to make a decision on this? Mr.
- the decisions that we are making today.
- Speaker and gentlemen, I would love for the decisions that we are making to be decisions that we have
- a decision on behalf of the For our population to make a decision on behalf of our state legislature
- decision unless they went and they really make that decision unless they went and they did research,
Bills:
HB145, HB164, HJR6, HR1, HB20, HB65, HB66, HB80, HB166, HB295, HB306, SB29, SB37, HB99, HB206, HB213, HB270, HJR5, SB104, SB193, HJM2, HJM3, HJM1, HM7, HM17, HM4, HM22, HM23, HM24, HM26, HM2, HM16, HM32, HM13, HM47, HM20, HM51, HM1, HM31, HM35, HM36, HM46, HM53, HM54, HM39, HM11, HM14, HM21, HM34, HM50
Keywords:
high-wage jobs, tax credit, job creation, New Mexico, economic development, lobbying, transparency, public records, government oversight, accountability, constitutional amendment, legislative sessions, veto override, New Mexico legislature, session length, House Resolution 1, HR1, House investigatory subcommittee, special committee, legislative investigation
FL
Florida 2026 4th Special Session
April 28, 2026 - 12:05 PM
Transcript Highlights:
- In redistricting, however, we have been trying to use race as a factor in legislative decision-making
- Chair, and I'd like to redirect to some more of the map drawing decision-making as far as data use.
- All of the decision-making processes for boundaries were made solely by me. Follow up.
- All of the decision-making processes for boundaries were made solely by me. Follow up.
- Because as you can see, making some decisions in South Florida may impact Tampa or Orlando.
Summary:
The Select Committee on Congressional Redistricting met to consider HB 1D, which would establish Florida’s congressional districts using the governor’s proposed map, EOG PCRP 26. Representative Persons-Mulicka briefly introduced the bill, and Jason Jazeel and Jason Pareda of the governor’s office presented the legal rationale and map details. Jazeel argued that mid-cycle congressional redistricting is not prohibited, that the governor’s position is to draw districts without considering race, and that federal equal-protection principles should control over state race-based redistricting provisions. Pareda said he drew the map alone using 2020 census data and census blocks, while also considering population growth estimates, traditional redistricting criteria, and county/city boundaries where feasible.
Pareda described the map as race-neutral and said it keeps 48 counties whole, 382 cities whole, and has a boundary-analysis score of about 85.7%. He walked through regional changes, including major revisions in South Florida, adjustments in Central Florida, and changes in the Tampa Bay area, explaining that population shifts and the need for exact congressional population equality drove many of the district configurations. Members questioned the timing of the special session, the use of 2020 census data versus newer population estimates, the role of the legislature versus the governor, the legal basis for mid-decade redistricting, and whether the map complies with the Voting Rights Act and Fair Districts amendments. Motions to place witnesses under oath and to extend the committee meeting by 30 minutes both failed.
During public testimony, every speaker who was heard opposed the map. Commenters argued that the proposal was a partisan power grab, would reduce Democratic and minority representation, and violated the Florida Constitution and voting rights protections. Several speakers criticized the short notice and lack of public input, while others said the map would confuse voters or split communities. The chair repeatedly reminded attendees to maintain decorum and limited each speaker to about one minute.
CA
Transcript Highlights:
- They do not make adverse underwriting decisions.
- decisions.
- I want to make sure that the department is able to regulate that, to be able to make sure that it is
- We have, we've made very, we're making, we're making, we're making, we're making, Got it.
- We have, we've made very, we're making, we're making a lot of headway. Okay.
TX
Transcript Highlights:
- It removes from the educational decision making process those who know most about Dr.
- And we can make these decisions without the overinterference of the state.
- Instead, SB 37 empowers non-teachers to make decisions about curriculum.
- I probably wouldn't, but I'm not the individual at the institution making that decision.
- Well, I think we got to trust our institutions to make those right decisions.
Bills:
SB 37
OK
Oklahoma 2026 Regular Session
House of Representatives Second Regular Session of the 60th Legislature Day 44 Morning Session Apr 21st, 2026 at 09:30 am
Oklahoma House Floor Meeting
Transcript Highlights:
- Many who are in the margins of the decisions we make using their skills to bring more light to how we
- Of the decisions we make.
- The real work of leadership is making decisions, hoping you can earn consensus, and facing the impact
- Everything we do and every decision we make has a positive or negative impact, and we have to accept
- That's a decision that every individual representative will have to make.
Bills:
HB4028, HB4075, HB4077, HB4074, HB4076, SB1221, SB1921, SB2118, SB1932, SB2134, HCR1025, SB1432, HCR1024, HCR1022, SB1122, HB4029, HB4063, HB4073, HB4078, SB1936, SB44, SB237, SB248, SB1360, SB985, SB1204, SB1239, SB1307, SB2143, SB1428, SB1390, SB1400, SB1405, SB1732, SB1832, SB1859, SB1989, SB2018, SB1427
Keywords:
tax deduction, venture capital, economic development, Oklahoma, investment, water resources, appropriations, funding, state treasury, infrastructure projects, emergency act, emergency management, disaster relief, pandemic response, state appropriations, HB4074, Health Care Workforce Training Commission, Health Care Workforce Revolving Fund, health workforce, health care workforce
KY
Kentucky 2025 Regular Session
Senate Standing Committee on Licensing and Occupations (2-18-25)
Transcript Highlights:
- <00:13:16.839>
them to work let's find ways to make them to work let's find ways to make them - When a peer, a respected peer, makes that advocacy, it makes a huge difference.
- which makes uh regulations like easier which makes uh regulations like this<00:35:30.680>
so < - the bright colors and make flavors and the bright colors and make them<00:37:07.280>
I've <00: - The sky does not fall, and hopefully they're making an impact and making a difference and helping to
Keywords:
Call to Order 00:00:00
Roll Call 00:00:35
SB 22 Discussion 00:01:20
SB 22 Vote 00:11:45
SB 100 Discussion 00:15:07
SB 100 Vote 00:38:53
SB 88 Discussion Only 00:42:11
Adjournment 01:03:52, 958, all
Summary:
The Senate Standing Committee on Licensing and Occupations met on February 18, 2025, and first took up Senate Bill 22 by Senator Reginald Thomas, which was presented as a cleanup measure following prior cosmetology reforms and a Legislative Oversight and Investigations report. The bill would allow cosmetologists to retake exams multiple times with a one-month wait, authorize the Board of Cosmetology to immediately close facilities that intentionally use unlicensed workers while preserving due process, give the board flexibility to hire an executive director based on qualifications rather than licensure, and recognize certain out-of-state or territorial cosmetology licenses. Board officials said the changes were intended to improve fairness, equality, and administrative due process. Senators asked about retesting fees and whether partial retests could dilute standards; Thomas clarified that the exam is cumulative and must be retaken in full. The committee approved SB 22 with all favorable votes, and Senator Meredith explained his support as a workforce and fairness issue.
The committee then heard Senate Bill 100 by Senator Jimmy Higdon, as substituted, concerning tobacco, nicotine, and vapor product retail licensing and enforcement. Youth advocates from the University of Kentucky testified in support, describing youth nicotine use as a public health crisis and urging stronger enforcement, annual compliance checks, retailer licensing, and tougher penalties for illegal sales to minors. Higdon said the bill would create a Division of Tobacco, Nicotine, and Vapor Products Licensing within ABC, require licenses for retailers, authorize inspections and confiscation of contraband, impose escalating criminal and civil penalties for unlicensed sales and sales to minors, publish a list of licensed retailers, and dedicate fine revenue to enforcement and youth education. He said the measure targeted bad actors rather than responsible retailers. A retailer witness also supported licensing but raised concerns about contradictory product definitions that could sweep in hemp and medical marijuana vapor products, and asked that the bill be delayed until after an expected Supreme Court decision affecting federal vapor-product rules. The transcript ends during discussion of SB 100, before any committee vote on that bill.
MN
Transcript Highlights:
- people have come to me to sort of make people have come to me to sort of make sure<00:18:23.480>
- CPAs and the clients they work with rely on the guidance from tax administrators to make decisions so
- by whether the investment decisions or the distribution decisions—the two key decisions trustees make—are
- decisions the two key decisions<00:59:46.799>
trustees <00:59:47.359>make <00:59:48.000 - make are made here by decisions trustees make are made here by trustees<00:59:50.079>
who <00:
Summary:
The Senate Tax Committee first approved the minutes from the previous meeting and then took up Senate File 11 at the request of the Judiciary Committee. The bill was removed from the table, recommended to pass, and referred to Judiciary. Members explained that the request was tied to data practices language in the bill and Judiciary’s jurisdiction over that subject.
The committee then heard Senate File 268, as amended by the A1 amendment. Senator Nelson said the bill would extend a sales tax exemption for certain physician-prescribed, non-durable medical goods to publicly and privately held health plans, aligning them with treatment already given to Medicare, Medicaid, and other government-paid plans. Testifiers from Corner Home Medical and the industry said current tax rules are confusing, audits are burdensome and expensive, and providers often end up paying tax themselves because insurers do not pay retroactively. They argued the bill would reduce administrative burden and create parity in the tax code. The committee adopted the A1 amendment and laid the bill over.
Finally, the committee heard Senate File 88, also amended by an A1 technical change. Senator Klein said the bill is intended to prevent the Department of Revenue from issuing retroactive assessments when taxpayers relied in good faith on prior audit guidance, so long as there was no material change in law, court interpretation, federal adjustment, or written notice from the commissioner. Department of Revenue staff said they had no formal position but explained how the bill would affect sample audits and noted it would require more detailed written guidance; they said normal audits would not change much. Supporters from the CPA Society and several senators said the bill would provide certainty and protect taxpayers from unexpected back taxes, while one senator questioned whether the bill was needed and whether it would bypass settlement or litigation. The bill was laid over after discussion.
CA
California 2025-2026 Regular Session
Assembly Human Services Committee Jun 30th, 2026
Transcript Highlights:
- SB 1345 builds on that commitment by making clear that dignity is reflected not only in the decisions
- this. people are included in this conversation that the folks around them are not making decisions around
- Other times, we have to make the decision with a magistrate, or you'd have to go into court to do it.
- Like you have the CFT meeting, you make all the decisions about what's going to happen, and then no one
- And I know that was a tough decision for them as well to make.
Summary:
The hearing covered several child welfare, human services, tribal housing, child care, and long-term care bills. SB 1099 would clarify local governments’ authority to provide state or local public benefits to all residents under PRWORA; SB 1190 would regulate private youth transport services by requiring permits, background checks, training, and bans on blindfolds, hoods, restraints, and overnight pickups; SB 1322 would streamline tribal access to Community Care Expansion housing grants and better align the process with tribal sovereignty; SB 1109 would require an annual license renewal review for STRTPs with five or more Type A citations in a year; SB 1234 would require fentanyl testing in juvenile dependency cases when a court finds a risk of fentanyl use; SB 991 would require DSS to identify the specific type of abuse on its public licensing database; SB 1200 would redefine “infant” for family child care ratio purposes as under 18 months; and SB 1345 would strengthen foster youth rights regarding access to and dignified transport of personal belongings. The committee also approved a consent calendar including SB 534, SB 1410, and SB 1421.
Testimony was largely in support of the measures, often from authors, advocates, county officials, and people with lived experience. Supporters of SB 1190 described traumatic youth transport practices and argued for basic safety standards. SB 1322 supporters said tribal grantees face unnecessary delays and collateral demands that conflict with sovereignty. SB 1109 drew support from county probation officers who cited repeated serious violations and public safety concerns at STRTPs, while the chair ultimately opposed the bill as duplicative of existing CDSS authority. SB 1234 drew emotional support from a grandparent who lost a child to fentanyl, but also opposition from the Drug Policy Alliance and a dependency attorney, who argued the bill was redundant, vague, and could create biased or unnecessary testing; amendments were accepted to narrow the standard. SB 991 supporters said the public needs more specific information about abuse findings, SB 1200 supporters said the change would expand infant care capacity and help working families, and SB 1345 supporters said foster youth deserve dignity rather than having belongings packed in trash bags.
Votes were taken after quorum was established. SB 991, SB 1200, SB 1345, SB 1190, SB 1234, SB 1322, and SB 1099 were all reported out of committee, most on unanimous or near-unanimous votes; SB 1234 passed 6-0 as amended to Appropriations, and SB 1099 later had a vote change recorded, ending 5-1. SB 1109 did not advance after the motion failed for lack of a second, and it was held in committee. The committee then adjourned and transitioned into an oversight hearing reviewing the outcomes of AB 2247 (placement stability and notice protections for foster youth) and AB 2496, with presenters discussing how the earlier foster youth placement law has changed practice and the importance of dignity, notice, and youth voice in placement decisions.
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 4 on Climate Crisis, Resources, Energy, and Transportation May 20th, 2025
Transcript Highlights:
- But what we do know is that we need to make difficult and informed decisions this year to mitigate the
- They will make a decision at that point and at that point they are not opting out. Thank you.
- If we hear something, we'll make decision.
- I think we are happy to be helpful as you make those difficult decisions going forward.
- Can the state make the decision and force this on local communities, given that they already have the
MN
Minnesota 2025-2026 Regular Session
House Rules and Legislative Administration Committee 4/28/26
Rules and Legislative Administration
Transcript Highlights:
- <00:19:04.720>
decisions <00:19:05.200>are withheld, and money-making decisions are - withheld, and money-making decisions are taken<00:19:05.679>
away <00:19:05.919>from <00 - >
moment <00:32:29.440>of <00:32:29.760>like Before, I think that moment of decision-making - <00:42:51.359>
issues <00:42:51.680>that um or simple decision-making issues that um - or simple decision-making issues that they<00:42:52.160>
might <00:42:52.400>need <00:42
HI
Hawaii 2026 Regular Session
TRN Public Hearing - Tue Mar 24, 2026 @ 9:00 AM HST
Transcript Highlights:
- >> The commissioners uh make decision Yeah.
- room 430 for the purpose of decision-making.
- So, we will defer that for decision-making to this Friday.
- Still can't have hearings. >> Okay, that's fine. decision- making on this bill to this decision- making
- We're defer decision making same thing.
Summary:
The committee heard SB 2694 SD2, which would authorize the Public Utilities Commission to create automatic adjustment mechanisms for water carriers, including a water carrier inflationary cost index, and to waive certain requirements under the Hawaii Water Carrier Act. Testimony was sharply divided. The Department of Transportation, Young Brothers, and several shipping, harbor, labor, and business-related supporters argued the bill would modernize regulation, reduce the need for large catch-up rate cases, and help keep rates aligned with rising costs. Young Brothers said its current rate-setting process is expensive and delayed, and that annual adjustments with guardrails such as a 5% cap and periodic full reviews would support sustainable operations and the state’s supply chain. Some supporters also said the company’s less-than-container-load service and required inter-island routes create costs that are not fully covered by current rates.
Opponents, including the Consumer Advocate, the Maui Chamber of Commerce, Hawaii Food Industry Association, restaurant and chamber groups, and other businesses, argued the bill would lead to higher costs for consumers and businesses and should not move forward. Several testified that shipping costs already significantly affect pricing and that automatic increases would worsen the cost of living. The Consumer Advocate said Young Brothers should focus on cost control and implementing its business plan rather than automatic rate increases. The Maui Chamber and others pointed to a recent PUC decision that imposed a two-year stay on rate increases and said the bill would undermine that protection. Some opponents urged the committee to defer to the PUC’s regulatory authority.
The PUC explained that it regulates water carriers as public utilities under existing statute and said it had recently approved a temporary rate increase while imposing a two-year stayout period on further increases, with emergency relief still possible. PUC members said they were still examining whether they have authority to adopt the proposed WICI mechanism by rule and wanted legislative clarity. In response to questions, the PUC said it prefers the current two-year stayout as reflected in its order. Young Brothers also clarified that it serves less-than-container-load cargo, that some routes and services are cross-subsidized because they are not profitable, and that an independent observer is being put in place to monitor implementation of its updated business plan. The transcript ended with the committee still taking questions; no final vote or disposition on the bill was shown.
TX
Texas 89th 2nd C.S.
Health Care Affordability, Select Apr 30th, 2026
Health Care Affordability, Select
Transcript Highlights:
- I just think that's better data, like we're trying to make decisions.
- People need to have the appropriate information in order to make decisions.
- have enough information to make that informed decision?
- So this problem compounds at every level of our health care decision making.
- And so for employers, you know, the decision-making that they're making around GLP-1s is very different