Video & Transcript : 'algorithmic systems' :

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HI

Hawaii 2026 Regular Session

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

Labor and Technology

Transcript Highlights:
  • </c> use of personalized algor- algorithmic use of personalized algor- algorithmic pricing?
  • <00:38:28.960><c> algorithm</c><00:38:29.920><c> pricing</c><00:38:30.400><c> in</c> algorithmic algorithm
  • pricing in algorithmic algorithm pricing in electronic<00:38:31.640><c> surveillance</c><00:38:32.240
  • Um, that's kind of what I presume we're talking about in terms of algorithmic pricing for, like, per
  • works uh, because certain data algorithm works uh, because certain data inputs<00:42:25.080><c> are<
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.
HI

Hawaii 2026 Regular Session

House Chamber - Fri Apr 17, 2026, 12:00PM HST - Day 46

Hawaii House Floor Meeting

Transcript Highlights:
  • and we had a lovely discussion on all things data and measurable outcomes for our public education system
  • for our data and measurable outcomes for our public<00:13:37.760><c> education</c><00:13:38.320><c> system
  • /c><00:13:38.760><c> Not</c><00:13:38.920><c> just</c><00:13:39.160><c> ways</c> public education system
  • Not just ways public education system.
HI

Hawaii 2026 Regular Session

House Chamber - Thu Apr 16, 2026, 12:00PM HST - Day 45

Hawaii House Floor Meeting

Transcript Highlights:
  • </c><00:49:03.839><c> I'm</c> system looks like hour by hour. I'm system looks like hour by hour.
  • The only times when this system, and at night as well, the system has quite a lot of spare capacity,
  • It's a closed system. >> You guys are basically farming Albizia. >> Yeah, it's a plantation system. >
  • It's closed system. the power plant. It's closed system.
  • </c> &gt;&gt; Yeah, it's a plantation system. &gt;&gt; Yeah, it's a plantation system.
OK

Oklahoma 2026 Regular Session

Public Safety Apr 7th, 2026 at 09:00 am

Public Safety

Transcript Highlights:
  • Then, we will get with the feds and try to move them into the system.
  • How will this affect our 911 system? Thank you for the question.
  • are people who record it and then they have their own sound system and then they broadcast it.
  • So My understanding is that in these systems that are not encrypted, they will either record it or get
  • I just think it's a sad day because it saves so many people's lives and those early warning systems.
AZ

Arizona 2026 Regular Session

03/17/2026 - Senate Natural Resources

Natural Resources

Transcript Highlights:
  • So the topic is transportation fuel overview, and I'll start with the system.
  • So the topic is transportation fuel overview, and I'll start with the system.
  • So the pipeline system has not been expanded since 1992.
  • Arizona has long supported agriculture through the property tax system.
  • There is a clear and workable system in place.
OK

Oklahoma 2026 Regular Session

Children, Youth and Family Services REVISED: HB3637 - Added Feb 18th, 2026 at 03:00 pm

Children, Youth and Family Services

Transcript Highlights:
  • unnecessary paperwork, use modern technology, and be transparent with taxpayers about whether the system
  • It protects churches and faith-based organizations from being pushed out of the foster care system and
  • And then, to answer whether or not this is necessary: in the federal system that we have, states are
  • Resources, financial support, and otherwise, so that we can get more foster parents into the system,
  • I believe that there are a number of children that are in the foster care system.
AZ

Arizona 2026 Regular Session

02/11/2026 - Senate Public Safety

Public Safety

Transcript Highlights:
  • dispatch, or CAD, systems.
  • current capabilities of our system.
  • through our new dispatch system.
  • Through our CAD system and through our RMS system, certain criteria triggers a message to be sent to
  • It's all done through our software system and our computer systems. Mr. Chairman. Yes, ma'am. Mr.
FL

Florida 2026 Regular Session

Rules Feb 10th, 2026

Rules

Transcript Highlights:
  • One-third of your constituents in the state use on-site systems.
  • Properly designed, installed, and maintained systems are handled by folks that do this and are transferred
  • Most people don't realize how much effort goes into keeping their wastewater systems running properly
  • Class B biosolid sewage sludge application site, who actually ended up having to buy a treatment system
  • However, the federal court system lacks suitable services for juveniles and often tries them as adults
Bills: S0050 , S0054 , S0176 , S0178 , S0198 , S0290 , S0420 , S0502 , S0538 , S0706 , S0834 , S0936 , S0962 , S1004 , S1080 , S7022
Committee: Senate Rules
Summary: The Rules Committee heard and voted on a series of bills, beginning with SB 54 on toxicology screenings in autopsies of violent offenders, which requires medical examiners to screen for psychotropic and intoxicating substances, consult treating providers when possible, and report findings to state agencies; it passed favorably. The committee also approved SB 176 on public postsecondary campus safety policies, requiring colleges and universities to publish clearer reporting and response procedures for threats to students, faculty, and staff. Both bills were reported favorably without major opposition. The largest portion of the meeting was devoted to CS/CS/CS/SB 290, the Florida Farm Bill. The bill covers a wide range of agriculture-related issues, including fair association rules, preemption of local restrictions on gas- and diesel-powered farm equipment, surplus of certain state-owned lands for agricultural use, a food and animal veterinary loan repayment program, permanent Farmers Feeding Florida funding, forest service training expansion, signal-jamming device penalties, CDL English proficiency enforcement, no-solicitation protections, food safety inspector protections, biosolids regulation, and contractor payment enforcement. Members adopted several amendments, including changes to contractor payment language, expanded veterinary loan eligibility, citrus foundation consolidation, technical corrections, removal of outdated fair references, a nonprofit definition fix, and a late amendment deleting the bill’s disparagement clause after extensive testimony and debate about free speech and agricultural speech protections. A separate late amendment delayed biosolids compliance deadlines. The bill drew strong support from farmers, agritourism groups, food donation advocates, and some utility and wastewater interests, while conservation groups and biosolids operators raised concerns about land surplus provisions and biosolids restrictions. The committee ultimately reported the bill favorably as amended. The committee then approved SB 834 on nonprofit religious organizations, which repeals a restriction on health care sharing ministries partnering with licensed insurance agents, while an amendment added written disclaimer requirements; it passed favorably. SB 936 on temporary door locking devices also passed, directing the Building Commission to incorporate standards into the Florida Building Code. SB 50 on veterans’ courts was approved, allowing judges in all circuits to use veterans’ courts for cases involving service-related issues such as PTSD, traumatic brain injury, and substance abuse. Finally, SB 1004 on the sale of dogs and cats passed after amendments removed an appropriation and kept the bill’s disclosure, financing, and consumer protection provisions, and SB 178 on athletics in public K-12 schools passed with discussion about coaches providing basic support to student-athletes and possible parental-consent language. The committee also began hearing SB 198 on virtual currency kiosks, which would regulate crypto kiosks with registration, fraud warnings, transaction limits, receipts, and refund protections; an amendment to that bill was adopted, but the transcript cuts off before the final vote.
US

US Federal 2025-2026 Regular Session

US House Floor Proceedings (Monday, September 15, 2025)

US Federal House Floor Meeting

Transcript Highlights:
  • </c> trust in the American health system. trust in the American health system.
  • To provide system remains the same.
  • </c> on an already overburdened VA system. on an already overburdened VA system.
  • </c> System Authorization Act as amended. System Authorization Act as amended.
  • Without these tools, chain system.
US

US Federal 2025-2026 Regular Session

US House Floor Proceedings (Monday, June 9, 2025)

US Federal House Floor Meeting

Transcript Highlights:
  • OUR IMMIGRATION SYSTEM, AND THUS, THE SECURITY OF ALL AMERICANS, INCLUDING JEWISH COMMUNITIES.
  • It's no secret that systemic racism negatively impacts health outcomes for Black Americans.
  • IT'S NO SECRET THAT SYSTEMIC RACISM NEGATIVELY IMPACTS HEALTH OUTCOMES FOR BLACK AMERICANS.
  • I understand there may be people beating the system. That's true.
  • I understand there may be people beating the system. That's true.
TX
Transcript Highlights:
  • Retirement systems with greater than $100 million in assets report every three years, and systems between
  • I think the retail stores and the way the credit card system is set up right now is a little bit more
  • We wouldn't just be bullying into that system.
  • And we also share concerns about the current U.S. and global financial systems, which... This bill.
  • It's vested in the existing banking system.
Committee: Senate Finance
Summary: The committee heard Senator Flores lay out the committee substitute for HB 2894, which would expand state reimbursement eligibility for local governments disproportionately affected by the disabled veterans homestead exemption. Flores said the bill would add certain municipalities in Bell, Coryell, and Lampasas counties if lost ad valorem tax revenue equals or exceeds 10% of general revenue, while existing recipients would remain under the current 2% threshold. Lampasas and Bell County officials and the City of Killeen testified in support, describing significant revenue losses and urging adequate funding. One witness, Howard Avery, argued any reimbursement should be counted as property tax revenue for voter-approval rate purposes to avoid a windfall. The committee later adopted the substitute and reported the bill favorably, with one nay. The committee also heard SB 782, which would create a temporary severance tax exemption for restimulated inactive oil and gas wells, intended to encourage investment in mature wells. The Comptroller explained the revised fiscal note as effectively zero because the wells are currently marginal and not generating meaningful tax revenue, while industry witnesses said the bill could extend well life, support local economies, and reduce orphan-well liabilities. Public testimony was supportive, and the bill was left pending. Members then heard HB 3033, a DPS-related grant program funded by voluntary $3 donations on driver’s license and ID applications to support nonprofits aiding injured or fallen DPS officers and their families, including memorial highway signs. The DPS Officers Association supported the bill, citing existing foundation assistance and the need for a steady funding stream. The committee later reported the bill favorably. The committee also considered SB 524, which would permanently extend the franchise tax and fee exemption for qualifying veteran-owned businesses for their first five years; testimony from a veteran business owner and veterans advocates supported the measure, and the committee adopted the substitute and reported it favorably. Additional measures were laid out and left pending or voted out: HB 3594, a local San Antonio retiree health care fund bill with agreed changes for contributions, spouse benefits, and remarriage rules, was supported by stakeholders and reported favorably; HB 4738 would repeal small administrative fees tied to certain loans and was reported favorably; HB 42 on HEAF funding and HB 5246 on the Texas Space Commission were heard and left pending. The committee also reported HB 3474, a cleanup bill for the Pension Review Board’s investment performance review schedule, and HB 2802, the Austin firefighter retirement fund bill, both favorably. Finally, the committee took up HB 1056, which would allow gold and silver held in the Texas Bullion Depository to function as legal tender through debit-card transactions. Supporters framed it as a way to use hard assets and expand financial options, while bankers and some senators raised major operational, consumer-protection, tax, and constitutional questions; the bill remained under discussion as testimony began.
US

US Federal 2025-2026 Regular Session

US House Floor Proceedings (Monday, April 28, 2025)

US Federal House Floor Meeting

Transcript Highlights:
  • ,</c><00:13:34.959><c> energy</c> from our phones, defense systems, energy from our phones, defense systems
  • </c><07:45:07.440><c> of</c> is our system of is our system of healthcare.<07:45:10.000><c> Speaking<
  • </c><07:58:19.440><c> and</c> friction in our health care system and friction in our health care system
  • </c><07:58:35.520><c> for</c> do to improve the system for do to improve the system for everyone<07:58
  • </c> system like the Affordable Care Act. system like the Affordable Care Act.
AL

Alabama 2025 Regular Session

Alabama Senate Education Policy Committee Apr 9th, 2025

Education Policy

Transcript Highlights:
  • I can't speak for anybody else's school system. I can only speak for MPS.
  • SB 232 involves schools being notified through the juvenile court system.
  • There are already approximately more than 25 school systems across the state of school systems across
  • the state, with roughly 150 school systems, including charter schools, that already have such systems
  • School systems do not need more mandates.
Bills: SB166 , HB365 , HB272 , HB232 , HB234 , SB278 , SB277
MN

Minnesota 2025-2026 Regular Session

House State Government Finance and Policy Committee 3/27/25

State Government Finance and Policy

Transcript Highlights:
  • Well, Sections 11 through 19 deal with employee contributions to different retirement systems.
  • 19 deal with employee contributions to different<00:09:22.360><c> retirement</c><00:09:22.960><c> systems
  • </c> different retirement systems. different retirement systems.
  • Uh, additionally, we're requesting $40,000 for dedicated performance evaluation systems to enhance the
  • Often some of the largest employers are also our school systems.
US
Transcript Highlights:
  • Can you explain why this takes so long for the VA to fix this in your system?
  • Largest healthcare system in the world. My God, what a job y'all have got, right?
  • We are hampered by some of the systems that we have.
  • Getting the systems that we need and getting our focus right on that mission.
  • We need systems that can do what we need them to do. There's so much work that we have to do.
Bills: SB124 , SB201 , SB275 , SB410 , SB478 , SB607 , SB610 , SB611 , SB654 , SB702 , SB787 , SB831 , SB892
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.
NH

New Hampshire 2026 Regular Session

Fiscal Committee (06/19/2026)

Transcript Highlights:
  • That the system was backwards.
  • The court system. No question of that and... No question of that.
  • a system for the maximum, see how it works to begin with and then be able to come back.
  • So, we have no new costs to make the system changes to our eligibility.
  • Will that help make the referral system more efficient?
Summary: The Fiscal Committee opened by approving the May 15 minutes and then recognized Pam Ellis for her long service with the Legislative Budget Assistant’s office and upcoming retirement. The committee adopted the consent calendar with two items removed for separate consideration, then approved transfers for the Administrative Office of the Courts and the Department of Environmental Services after questions about court benefit costs and dam project funding. The Department of Health and Human Services also received approval for a general fund transfer item. A major portion of the meeting focused on the Youth Development Center settlement fund. New administrator Jared Boyle, joined by the Attorney General, described the fund’s remaining caseload, the payment matrix, and the need for additional funding to begin hearings in August. Members raised concerns about administrative costs, attorneys’ fees, payday loans, structured settlements, and the long-term fiscal impact on the state. Boyle requested $55 million, but the committee ultimately approved a reduced appropriation of $20 million, with members noting the possibility of returning for more funding later depending on revenues and the October revenue review. The Department of Corrections then received approval for a smaller shortfall transfer and a larger overtime-related transfer, with officials citing a 52% corrections officer vacancy rate, ongoing recruitment, academy classes, and efforts to use civilian staff in some non-security roles. A late item from the Veterans Home was also approved to cover overtime, holiday pay, and indirect cost shortfalls within its existing budget. The committee then heard an informational presentation on implementation of Senate Bill 134 and the new federal Medicaid work-requirement rule. DHHS said it plans to submit a state plan amendment, seek approval for hardship exceptions, start with one eligibility check cycle, and use existing federal grant funding to make system changes. Finally, the committee received a performance audit of the Doorway opioid treatment program, which found weak written procedures, incomplete data use, reimbursement delays, and problems with the Governor’s Commission on Addiction Treatment and Prevention. Members discussed follow-up reporting, and the next Fiscal Committee meeting was scheduled for August 21 at 11:00 a.m.
CA
Transcript Highlights:
  • Deep systemic racism.
  • for Education, the California Statewide Assignment Accountability System, the Accreditation Data System
  • We, like many systems, have robust systems in place to assess accuracy and bias concerns from the AI,
  • somewhere who made the AI system.
  • Companies are not required to disclose proprietary algorithms, ranking systems, trade secrets, or internally
Summary: The committee heard several bills focused on privacy, accessibility, labor, and public safety. AB 1798 by Assemblymember Wilson would bar life and disability insurers from using non-diagnostic genetic information, including direct-to-consumer test results, in underwriting. Supporters argued the bill would protect privacy and encourage genetic testing, while insurers opposed it as unnecessary and said genetic data should be treated like other predictive health information. The bill passed the committee on a 7-0 vote and was held open for absent members. AB 2190 by Assemblymember Wallace would create website accessibility standards based on WCAG guidelines and add affirmative defenses intended to reduce serial litigation while improving access for people with disabilities. Disability advocates supported the measure as a needed civil-rights update, while business groups warned it could increase liability and create unclear compliance obligations. The bill passed 9-0 and was sent to Appropriations. AB 2721 by Assemblymember Carrillo would require hotels to post notice when they know or should know that U.S. Customs and Border Protection or ICE are using the premises, with supporters saying workers and guests deserve transparency and safety. Hotel and business groups opposed it, citing privacy, liability, and concerns about interfering with federal operations. The committee voted 6-2 to pass the bill to Appropriations, with the roll left open. AB 2027 by Assemblymember Ward would restrict employers from using worker data to train AI systems that replace workers and limit sharing of worker data for automation; labor groups supported it and business and public-sector groups opposed it as too broad. The bill passed 7-2 to Appropriations, with the roll left open. The committee also heard AB 1837 by Assemblymember Mark Gonzalez, which would extend and tighten privacy rules for transit agencies’ use of forward-facing cameras to enforce bus-lane violations; supporters said the cameras improve transit flow and safety, and the bill was presented with amendments, though no final vote is reflected in the transcript excerpt.
NH

New Hampshire 2025 Regular Session

House Committee on Housing (01/28/2025)

Housing

Transcript Highlights:
  • I'm happy to take questions. algorithm to communicate between all of algorithm to communicate between
  • </c><03:34:56.319><c> that's</c> price fix through an algorithm that's price fix through an algorithm
  • It doesn't define what an algorithm is, but according to Google, an algorithm is a process or set of
  • It doesn't define what an algorithm is, but according to Google, an algorithm is a process or set of
  • <04:04:23.239><c> that's</c> algorithm that's algorithm that's illegal<04:04:25.520><c> it's</c><04:04
Committee: House Housing
DE

Delaware 2025-2026 Regular Session

Senate Housing & Land Use Committee Meeting Jun 24th, 2026

Housing & Land Use

Transcript Highlights:
  • It removes a provision that addressed algorithms, automated decision-making systems, and data-driven
  • This bill has only been in the system, what, two weeks.
  • Importantly, this legislation also recognizes the realities of modern housing systems.
  • Without clear standards, these systems can replicate bias at scale.
  • Without clear standards, these systems can replicate bias at scale.
Summary: The Senate Land Use Committee met in hybrid format but did not have a quorum, so it did not approve minutes or take formal votes. The committee first heard House Bill 457, which would raise the appraisal threshold for certain DELDOT real property dispositions from $10,000 to $25,000 to match federal highway standards and reduce the time and cost of selling small surplus properties. There was little discussion and no public comment on that bill, and the chair indicated it would be circulated. The committee then took up House Bill 451, which would codify a disparate impact framework under Delaware’s Fair Housing Act. The bill was described as clarifying that housing policies or practices can violate the law even without discriminatory intent if they have an unjustified discriminatory effect on a protected class, using a burden-shifting test similar to federal law. The sponsor and DHSA said the measure was intended to preserve fair housing protections amid uncertainty at the federal level, and an additional amendment was discussed that would delay implementation for 180 days and require DHSR, with DSA and stakeholders, to conduct outreach, education, and training. Public testimony was divided. Supporters, including Housing Alliance Delaware, YWCA Delaware, and the Delaware Human and Civil Rights Commission, said the bill would protect against discriminatory outcomes, align state law with longstanding fair housing principles, and preserve recourse if federal enforcement changes. Opponents and housing-provider groups, including the Delaware Association of Realtors, Greater Wilmington Housing Providers, and the Delaware Apartment Association, argued the bill could create liability for neutral policies, rely on statistical outcomes landlords cannot easily measure, and increase litigation and costs; several asked for more time, a right-to-cure process, or further amendments. The committee adjourned without taking a formal vote.