Video & Transcript Research : 'reliability model'
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MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Public Safety and Homeland Security Jun 21st, 2026 at 01:00 pm
Joint Committee on Public Safety and Homeland Security
Transcript Highlights:
- The proposed framework of the authority and fund is modeled after the Massachusetts School Building Authority
- House 2571 and Senate 1650 offer a solution to this common challenge, using a model that we know works
- by establishing a municipal and... ...using a model that we know works by establishing a municipal and
- required currently in the ICC International Code Council and NFPA, National Fire Protection Association, model
- This bill creates an independent public authority modeled after existing authorities that help finance
Summary:
The Joint Committee on Public Safety and Homeland Security heard testimony on several bills, with strong support expressed for a proposed municipal and public safety building authority (H. 2571/S. 1650). Municipal officials, fire chiefs, the Massachusetts Municipal Association, regional planning leaders, and Senator Comerford described aging town halls, fire stations, DPW facilities, and other local buildings, especially in small towns and gateway cities, and argued that local budgets and Proposition 2 1/2 make major capital projects difficult to fund. Testimony emphasized the need for a dedicated revenue stream, with the bill proposing a share of marijuana excise tax revenue and a rural funding set-aside. Committee members asked about prioritization and funding levels, and witnesses said even a modest start would help address a large statewide backlog. No votes were taken during the hearing, and the committee later adjourned unanimously.
The committee also heard testimony on H. 2689, requiring fuel gas alarms/detectors in residential dwellings using explosive gases. Representative Jeff Roy, Susan Brown, Jason Cohn, and representatives from NEMA and Kidde supported the bill, describing it as a life-saving measure similar to carbon monoxide detector requirements. Witnesses cited the 2015 Franklin propane explosion that killed Nancy and Robert Brown, the Merrimack Valley gas explosions, and national fire data showing fatalities and property damage from gas leaks. They said detectors are affordable, commercially available, and should be required where gas is used; one witness noted battery-backed or battery-operated options exist. Committee questions focused on cost, battery power, outdoor propane setups, and whether the bill would cover private databases or only residential safety devices.
Another major topic was S. 1755 on missing and abducted children. Senator Pavel Payano testified in favor, citing the case of Lee Manuel Villoria Paolino and arguing that misclassification of missing children as runaways can delay urgent response and worsen outcomes, especially for Black and brown youth. He said the bill would set minimum law enforcement response standards, require training, and expand multilingual intake forms. The committee also heard support for expanding the state DNA database through familial DNA searching, with Dr. Amory Myers explaining that the technology could help solve long-unsolved cases while including guardrails to prevent use of private consumer DNA databases. Finally, the committee heard extensive testimony on H. 2740, “Colby’s Law,” establishing safety standards for BMX and motocross tracks. Colby Lippincott’s family, community members, and industry representatives described his fatal crash and urged requirements for medical staff, insurance, inspections, warning systems, barriers, and access roads. Witnesses said the bill would not end the sport but would create basic protections, and the committee heard that Massachusetts would join a number of other states with similar standards. The hearing ended with a motion to adjourn, which passed unanimously.
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 3 on Education Finance May 6th, 2025
Transcript Highlights:
- In some larger courses, where they have a hybrid model, students choose to take online instruction.
- They build a business model that's sustainable.
- So I like the 80-20 model better.
- Okay, and I just want to echo—I think Riverside sounds like a really good model, and if you can data
- Many residents live in food deserts and lack reliable transportation to access affordable, nutritious
TX
Transcript Highlights:
- and I'm very supportive, but Your bill specifically limits the vape industry to the FDA. approved models
- The substitute renames this a crisis service model and makes clear accountability. may operate one or
- No facility created under the model may be placed inside a municipality. to Pallady's Central Business
- Instead of one statewide advisory board, each crisis service model now has its own board. made up of
- She modeled being a lifelong reader, trusting me to navigate the library. and check out books pertinent
Keywords:
severe weather, adaptation plan, vulnerability assessment, environmental protection, state agencies, federal agents, transparency, law enforcement, identification, public trust, immigration enforcement, HCR 19, Texas concurrent resolution, federal immigration enforcement, masked agents, facial coverings, visible identification, uniforms, badges, name tags
MN
Transcript Highlights:
- extension of a $3 million appropriation for the implementation of a statewide and regional travel demand modeling
- extension of a $3 million appropriation for the implementation of a statewide and regional travel demand modeling
- extension of a $3 million appropriation for the implementation of a statewide and regional travel demand modeling
- So it's much less reliable service, but the Borealis is very reliable and very timely.
- So it's much less reliable service, but the Borealis is very reliable and very timely.
TX
Transcript Highlights:
- would conduct this study in partnership with higher education institutions to assess the rigor and reliability
- individual by a member of a criminal street gang or FTO by an informant or other individual of unknown reliability
- criterion was recommended due to concerns about a lack of standardization for confidential informant reliability
- And again, as I said earlier, I do believe it will be the model for the country.
Summary:
The Senate convened with a quorum, received the House message that HB 35 had passed, and heard a gubernatorial message submitting Trinity River Authority board appointments for Senate confirmation. The chamber also adopted a slate of Senate resolutions by voice vote and later postponed reading and referral of bills and resolutions until the end of the calendar. Several members introduced bills with brief explanations before the Senate took them up under suspension of the regular order.
The body then considered and passed a series of measures, often by wide margins, including SB 2846 on wildlife disease control and quarantine authority; CS SB 1224 requiring school superintendents or directors to report certain employee misconduct to local law enforcement; CS SB 2310 on transparency for degree and transfer requirements at public colleges; SB 1502 limiting school districts’ ability to exceed voter-approval tax rates after a failed TRE; CS SB 1141 on notice requirements before full adversary hearings in child-protection cases; CS SB 2568 exempting certain flood-control reservoirs from TCEQ permitting; SB 1524 on confidentiality of information about weapons in foster homes; CS SB 2925 creating a task force on modernizing manufacturing; CS SB 2269 on dispute resolution and enforcement for long-term care facilities; CS SB 1266 on Medicaid provider enrollment and disenrollment notices; SB 243 on migrant labor housing standards; SB 2200 on overweight vehicles transporting hazardous materials; CS SB 2480 on the Texas Physician Health Program; CS SB 1585 restricting government contracts with companies tied to foreign adversaries; CS SB 2357 establishing maternal health training; and SB 1551 requiring accessible AED placement in public schools.
The Senate also debated more contested bills. CS SB 2019, which would extend vaccine exemption rules to medical and veterinary students, advanced only partway after a divided vote. CS SB 1442, directing a study on veterinary telemedicine relationships, and CS SB 1241, which would allow the Higher Education Coordinating Board to study alternative college entrance exams, prompted extended questioning about agency authority and whether changes should return to the legislature before taking effect. CS SB 2753, which would integrate early voting and election day voting into a single in-person voting period, was amended and passed to engrossment despite opposition. CS SB 2201, dealing with gang and foreign terrorist organization intelligence databases, and CS SB 2514, creating a DPS hostile foreign adversaries unit, drew detailed debate over civil liberties and national security. CS SB 2422, aimed at limiting Texas Medical Board discipline related to COVID-19 treatments and practices, also advanced after lengthy discussion and a close vote.
FL
Florida 2025 Regular Session
October 14, 2025 - 03:30 PM
Transcript Highlights:
- LIKELY TREND THAT YOUNGER HEALTHIER INDIVIDUALS MAY FORGO COVERAGE ONCE THESE EXPIRE HOW IS OIR MODELING
- YEAR 2026 BUT I DON'T KNOW IF YOU HAVE ANYTHING TO ADD TO THAT. >> I WOULD AGREE THE RATES ARE THE MODEL
- THE PRESENTATION MAKES THAT SIGNIFICANT ENROLLMENT DROP DURING THE OPEN ENROLLMENT WINDOW, WOULD MODELING
- OF THE THINGS WE WANT TO BE ABLE TO DO IS TELL YOU WHERE THE PEOPLE ARE IN THE HEALTHCARE MARKET RELIABLY
FL
Florida 2025 Regular Session
October 8, 2025 - 10:30 AM
Transcript Highlights:
- There are more reliable, they're less absences.
- The money that is buried in the old model from administration overhead, too.
- We often too will provide materials that will go to school counselors or even a train, the trainer model
- wanted to go back to Rep Valdez is question which I believe and says more important point that the old model
TX
Transcript Highlights:
- They've always insisted that your credit score is a reliable predictor that can be used.
- Those requirements are also in line with a national model that we support.
- The first is that particular provision, which is actually not in the national model.
- clear policies to ensure that those who are widowed are not disproportionately affected by pricing models
Bills:
HB712, HB722, HB946, HB1687, HB1809, HB1899, HB2528, HB2583, HB2741, HB2750, HB3021, HB3150, HB3265, HB3658, HB3812, HB3960, HB4392, HB4432
Keywords:
prostate cancer, health benefit plans, insurance coverage, cost sharing, preventive health care, auto insurance, total loss evaluation, disclosure, insurance materials, vehicle appraisal, HB 946, Texas Insurance Code, automobile insurance claims, oral release, written release, settlement agreement, claim release, property damage, bodily injury, psychological injury
TX
Transcript Highlights:
- On the coast, we finally have a model that works.
- Higher than some of the things that could happen to us in the current model.
- It is also important to the insurance market that TWIA is able to reliably carry out its increasingly
- Place you can go in South Carolina where IBHS has model homes where they literally do hazard testing.
Bills:
HB778, HB 1266, HB1576, HB2213, HB2517, HB2518, HB2841, HB3306, HB3320, HB3388, HB3508, HB3520, HB3689
Keywords:
credentialing, healthcare, physician assistants, advanced practice nurses, managed care, hurricane, windstorm, loss mitigation, grants, insurance discounts, property retrofitting, insurance, Texas Windstorm Insurance Association, board composition, coastal counties, property insurance, taxation, Texas FAIR Plan Association, premium taxes, maintenance taxes
FL
Florida 2025 Regular Session
Appropriations Committee on Criminal and Civil Justice Feb 5th, 2025
Transcript Highlights:
- addressed expert expeditiously and to avoid delays and do things like improve the discovery process and model
- The term has fidelity to the model because you you don't want to do inadvertent harm by not following
- gonna kind of look for the whole picture lead this race, ethnicity, whatever we do, we need to use a model
- We have a we have to provide our services reliably, but also with an absolute resolute quality friends
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 1 on Health Mar 3rd, 2025
Transcript Highlights:
- For example, heavy administrative load, low reimbursement rates, changes in compensation models, and
- We've already implemented similar models for behavioral health and nursing.
- We have also adopted a model for those alternative payment models (APMs).
- So we've looked at a lot of different measures and settled on those as being the most reliable.
- This would also utilize an existing distribution model that already exists.
MN
Minnesota 2025-2026 Regular Session
House DFL Press Conference 3/25/26
Transcript Highlights:
- From the back stock room to the dining room, grocery store workers provide reliable shopping experiences
- If your business model tries to make the most off people who can afford it the least, something is broken
- If your business model tries to make the most off people who can afford it the least, something is broken
- If your business model tries to make the most off people who can afford it the least, something is broken
- If your business model tries to make the most off people who can afford it the least, something is broken
Summary:
The meeting focused on proposed Minnesota legislation to ban surveillance pricing and restrict AI-powered electronic shelf labels in grocery stores. Speakers from UFCW 1189 and UFCW Local 663, along with Rep. Samantha Sencer-Mura and Senate Majority Leader Erin Murphy, argued that these technologies could enable real-time price increases based on consumer data, undermine budgeting and privacy, and worsen affordability for families. They also said the technology could reduce hours or eliminate jobs for grocery workers who currently handle pricing and store knowledge, with UFCW Local 663 estimating about 500 affected jobs among its members alone.
Testimony emphasized examples such as baby formula, diapers, bananas, and milk to illustrate how fluctuating prices could hurt families, seniors on fixed incomes, and people in food deserts. Speakers also argued that grocery workers provide essential customer service and that automation should be introduced responsibly, not at the expense of workers or consumers. Murphy and Sencer-Mura framed the bill as a response to corporate greed and big tech surveillance, saying Minnesota should act proactively before the practices become widespread.
During questions, lawmakers and advocates discussed whether the issue was proactive or reactive, whether disclosure requirements like those used in New York would be sufficient, and how surveillance pricing differs from loyalty programs or coupons. Speakers said disclosure alone would not prevent tracking or price manipulation and that the goal was to stop the practice altogether. The transcript ended with the advocates saying they would continue meeting with lawmakers on both sides of the aisle; no vote or final committee action was recorded in the excerpt, though one question referenced a related bill stalling in committee earlier that morning.
NM
New Mexico 2025 Regular Session
IC - Legislative Health and Human Services Oct 7th, 2025
Legislative Health & Human Services Committee
Transcript Highlights:
- I think the deny and defend model is alive and well across the nation, and what I've suggested today
- And I'd be happy to offer the Texas model. I'm familiar with what Illinois collects.
- Boothman, who presented the Michigan model.
- It may not be 100%, but the trends year-to-year should be reliable.
- In summary, private equity ownership introduces an incentive model that is in direct contradiction to
KY
Kentucky 2025 Regular Session
Artificial Intelligence Task Force 2025 (9-11-25)
Transcript Highlights:
- And so they're using AI to model those things.
- So they're not AI to model those things.
- <01:36:06.480>
that think about taking the models that think about taking the models that - <01:37:36.239>
to to to design a predictive model to to to design a predictive model to identify - make a difference because for our models make a difference because for our models to<01:46:11.440
Summary:
The Intelligence Task Force met with a quorum present and approved the minutes from the August 14 meeting. The first presentation was from the National Retail Federation on artificial intelligence in the retail sector. NRF described AI use cases in three areas: consumer-facing tools such as chatbots, product descriptions, and marketing; employee-facing tools such as company-specific apps trained on employee manuals; and internal uses such as supply chain forecasting, inventory planning, fraud detection, cybersecurity, and coding support. The presenters said retail has been among the top deployers of AI and emphasized that the goal is to improve both customer and employee experience.
NRF also outlined its principles for responsible AI use, organized around governance and risk management, customer engagement and trust, workforce applications, and business partner accountability. The group said retailers should maintain strong internal oversight, be transparent with customers, ensure compliance with existing laws, closely review workforce-related uses because they can be high-risk, and clearly define responsibilities between retailers and third-party developers. In policy discussion, NRF urged a tiered approach focused first on high-risk uses such as hiring, health care, financial, mortgage, and rental decisions, warned against fragmented rules that could favor only the largest firms, and encouraged voluntary standards and worker upskilling incentives. In response to a question about dynamic pricing, NRF said its members do not target consumers based on pricing and offered to follow up with more information.
The committee then moved to a follow-up discussion on energy policy and data centers, hearing from Bartley Cleland of NetChoice. He explained that AI runs largely in data centers and that cloud computing shifts processing and storage away from individual devices, which he argued improves efficiency and can reduce costs. He said electricity demand has been rising over time and that AI will increase compute-related electricity use, but framed electricity as a normal input to economic growth. No votes or formal actions were taken after these presentations.
TX
Transcript Highlights:
- At Syntec CBD, we already require reliable COAs before we add products to our store.
- So if you can give us that model, then maybe we'll...
- Maybe we can agree to that model, and then the debate becomes who else, in addition to veterans.
- My business model and every product I sell will be made illegal overnight.
- Going to use these natural legal reliably tested products to help with my daily life.
Keywords:
hemp regulation, consumable products, cannabinoids, state health, youth protection, licensing fees, criminal offenses, HB28, public testimony, committee decorum, bill substitute, legislative process
Summary:
The meeting featured significant discussions regarding HB28, where the chair outlined the plans to bring forward a substitute for the bill. The chair emphasized the importance of maintaining order and decorum during the proceedings. Members engaged in deliberations, and a number of public witnesses were invited to testify, thereby enriching the discussion around the bill. This interaction provided valuable insights into public sentiment regarding the issues at hand.
MN
Minnesota 2025-2026 Regular Session
Tran Committee Meeting - 2026-04-08
Transportation Finance and Policy
Transcript Highlights:
- , travel demand model, or there's a system we call elasticity.
- , travel demand model, or there's a system we call elasticity.
- , travel demand model, or there's a system we call elasticity.
- How are they accounted for in a portfolio model? There are no easy answers.
- Pettus about the portfolio model I think had some interesting merit, right?
Bills:
HF4807
HI
Hawaii 2026 Regular Session
CPN DEFER, CPN, CPN-TRS, EDT-CPN, CPN-HHS, HHS-CPN DEFER, CPN DEFER Public Hearings 02-18-2026
Commerce and Consumer Protection
Transcript Highlights:
- where Young Brothers provides uh, place where Young Brothers provides uh, safe,<00:32:19.279>
reliable - ,<00:32:19.679>
efficient <00:32:20.080>service <00:32:20.320>to safe, reliable - , efficient service to safe, reliable, efficient service to customers.<00:32:20.960>
And <00:32 - running the service but uh to be safe running the service but uh to be safe and<00:43:59.520>
reliable - and also just to meet like and reliable and also just to meet like you<00:44:02.400>
know <00:
Keywords:
cannabis, low-dose, personal use, cultivation, cannabis accessories, Hawaii cannabis law, medical cannabis, physician assistant, licensure compact, medical services, interstate practice, healthcare portability, military families, licensing authority, 912, senate, all
Summary:
The Senate Committee on Commerce and Consumer Protection reconsidered two condominium bills and adopted recommendations to pass both with amendments. For SB 2433, members approved amendments clarifying that condominium unit owners’ interests are to be recognized and protected in educational and related programs by the Real Estate Commission and DCCA, while making technical changes and changing the effective date. For SB 2838, the committee replaced the bill’s broader substantive language with a narrower requirement that associations provide electronic copies of specified documents, including master leases, reserve studies, audited financial statements, contracts, leases, and other agreements, along with technical changes and an amended effective date. Both measures were adopted unanimously by the members present, with Senator McKelvey excused.
The committee then heard SB 2710 on animal issues, which would define and regulate dog breeders, set care standards, create county licensing authority, require records, and establish an animal abuser registry and related penalties. Testimony was mixed: the Public Defender and the American Kennel Club opposed the bill, arguing for stronger enforcement of existing laws rather than harsher penalties and warning that the bill would burden responsible breeders; the Hawaiian Humane Society supported the bill’s breeder regulation and registry provisions but urged removal of the hoarding section; and the committee noted 26 written testimonies in support, 14 in opposition, and four comments. In decision-making, the committee passed SB 2710 with amendments that blanked the license fee, deleted the animal abuser registry and shelter/pet store/breeder compliance checks, struck the hoarding provisions and proposed criminal penalty changes, and made technical changes with a deferred effective date.
The committee also heard SB 2209 on rental discrimination, which would allow attorney’s fees to a prevailing party in source-of-income discrimination cases, and SB 2884, which would create a nonrefundable income tax credit for wind-resistant retrofits or hurricane shelters. The Hawaii Civil Rights Commission supported SB 2209, and the committee later passed it with a deferred effective date. SB 2884 drew support from DCCA’s Insurance Division, the Department of Taxation, HEMA, the Climate Change Mitigation and Adaptation Commission, and a public witness who urged hurricane preparedness; it was passed with the Department of Taxation’s proposed amendments and a deferred effective date.
Finally, the committee heard SB 2922 on cooperative associations, which would create a general cooperative associations framework. DCCA offered comments, while the Hawaii Co-op Hui, Purple Maya Foundation, Enliven Cooperative, and Hawaii Farmers Union supported the measure and argued that current law is too limited for worker, producer, and multi-stakeholder co-ops. After discussion about using the existing chapter 421C structure rather than creating a new regulatory scheme, the committee passed SB 2922 with amendments adopting changes proposed in testimony from the Hawaii Farmers Union and deferred the effective date.
CA
California 2025-2026 Regular Session
Joint Hearing Higher Education Committee and Privacy and Consumer Protection Committee Aug 26th, 2025
Transcript Highlights:
- So those are choices that the models are making.
- So those are choices that the models are making.
- Those are things that do not have to be in the model and are choices that are made on models.
- Does the CSU know the model weights embedded in the code?
- And they were delivering real working models.
Summary:
The Assembly Committee on Higher Education and the Assembly Privacy and Consumer Protection Committee held an oversight hearing on the California State University’s AI-empowered initiative, including the systemwide rollout of ChatGPT EDU and broader AI integration across CSU campuses. Opening remarks emphasized both the promise of AI for student success, workforce preparation, and access, and the need to address risks such as bias, privacy, misinformation, environmental impacts, and mental health harms. CSU representatives said the initiative grew out of Academic Senate recommendations and a systemwide generative AI committee, and that the goal was to provide equitable access, training, governance, and workforce alignment across the 23-campus system.
CSU officials described systemwide contracts for AI tools, the AI Commons training hub, and faculty grant programs supporting AI-related curriculum innovation. They said more than 93,000 ChatGPT EDU accounts had been activated, over 4,300 faculty had taken voluntary training, and $3 million had been awarded to 63 faculty-led projects from more than 400 submissions. San Jose State University highlighted its own AI-focused programs, courses, orientation training, faculty fellows, student ambassadors, and interdisciplinary efforts to build AI literacy and responsible use into instruction and co-curricular programs. CSU also said it was tracking metrics on adoption, academic outcomes, workforce outcomes, and environmental impacts.
Faculty, staff, and student representatives welcomed the educational potential of AI but raised concerns about the rollout, saying it had moved quickly and without enough consultation or consistent systemwide policy. They urged stronger protections for academic freedom, intellectual property, privacy, equity, and worker input, and warned about bias, surveillance, job displacement, and the environmental cost of AI. Legislators pressed CSU and OpenAI representatives on training requirements, data privacy, bias reporting, discipline for misuse, liability, sycophancy, and safeguards against harmful uses such as non-consensual imagery or self-harm-related interactions. CSU said interactions in the licensed tool are private, data are not used to train models, and campuses retain their own conduct processes; members also asked CSU to follow up on systemwide training, policy consistency, and additional safeguards.
DE
Delaware 2025-2026 Regular Session
House Health & Human Development Committee Meeting Jun 18th, 2026
Health & Human Development
Transcript Highlights:
- It follows other states that have recently adopted independent assessment models, and we ask DHSS through
- depend on employees being able to come to work, and parents cannot remain in the workforce without reliable
Keywords:
Delaware Health Fund, healthcare access, preventive care, tobacco settlement, public health initiatives, grant program
Summary:
The House Health and Human Development Committee met and considered a series of health, human services, and related bills. The committee heard and advanced House Substitute 1 for Senate Bill 13, which standardizes hospital charity care and financial assistance statewide, and Senate Bill 296 with Senate Amendment 1, which restructures the Delaware Health Fund grant process with a more formal, transparent competitive rubric. Both measures received supportive testimony from DHSS, the Delaware Healthcare Association, and the Delaware Nurses Association, and both were released by committee on roll-call votes.
The committee also released Senate Bill 313 with Senate Amendment 1, which places a temporary moratorium on acquisitions of nonprofit acute care hospitals by for-profit entities and expands notice/review requirements for sales of hospital real estate; Senate Bill 340 with Senate Amendment 1, which requires long-term care facilities to carry specified liability insurance, with questions raised about the exemption for state-owned facilities; Senate Joint Resolution 20, which directs DHSS to study independent assessment tools for Medicaid home- and community-based services; and Senate Bill 341, which updates Delaware Health Information Network law and formally recognizes DIN as the state’s health data utility. Testimony on these bills was generally supportive, with some discussion on constitutional concerns, insurance coverage, and the rationale for the state exemption in SB 340.
Later, the committee advanced Senate Bill 257, which requires new animal shelters to be licensed and inspected before operating and removes a prior exception for certain rescue organizations; and Senate Substitute 1 for Senate Bill 278 with House Amendment 1, which allows earlier pre-authorization for summer child care enrollment and lowers copays for half-day care. Public testimony on these measures came from animal welfare advocates, YMCA representatives, and other stakeholders, all largely in support. Each bill was released by committee, with several votes walked for absent members, and the meeting adjourned after all agenda items were addressed.
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