Video & Transcript Research : 'analytics'
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TX
Transcript Highlights:
- We have a Medicaid and CHIP data analytics unit created by the legislature.
- So I think, you know, what Ray was saying is where we are now is we have analytics; we run them, we get
- We have analytics. We run them. We get a referral. We can look at a particular provider.
HI
Hawaii 2026 Regular Session
JDC, JDC Public Hearings 03-31-2026
Transcript Highlights:
- Durant has spent her life bridging those two worlds, the structured analytical world of law and the disciplined
- Durant has spent her life bridging those two worlds, the structured analytical world of law and the disciplined
- Durant has spent her life bridging those two worlds, the structured analytical world of law and the disciplined
Summary:
The Judiciary Committee held a hearing on the confirmation of Kursha Kauahi Kani Mililani Durrant to the District Court of the First Circuit, but announced it would not vote until April 2. The chair also noted a backup plan if Zoom failed. Testimony was limited to two minutes per speaker. The hearing focused on Durrant’s qualifications, judicial temperament, and readiness for the bench, with no opposition presented.
Support came from the Office of the Public Defender, Native Hawaiian Legal Corporation, Native Hawaiian Bar Association, Hawaii State Bar Association, Hawaii Women’s Lawyers, and numerous individuals. Witnesses described Durrant as highly experienced in both criminal and civil practice, including district, family, circuit, appellate, ICA, and Supreme Court work. Several speakers emphasized her legal reasoning, mentorship, civility, cultural grounding, and ability to listen and treat litigants with dignity. Personal supporters also highlighted her public service, hula background, and character.
Committee members questioned Durrant about how she would approach district court cases involving repeat offenders, mental illness, substance abuse, houselessness, and diversion. Durrant said she would follow the law, consider the full range of sentencing factors, and use available probation, diversion, and treatment options where appropriate. She said she would be committed to using legislative tools such as Act 26 and other diversion powers, and to looking beyond advocacy toward practical justice and reducing recidivism. She also said her clerkship with Judge Marsha Waldorf, including exposure to drug court and mental health court, shaped her approach to problem-solving on the bench.
NM
New Mexico 2025 Regular Session
House - Chamber Meeting Mar 19th, 2025
Transcript Highlights:
- I'm just wondering what specific equipment is included because it says including related data and analytic
- So when it comes to the analytics, it's just based upon the project on a project-by-project basis?
- For the majority, we already have the capacity for data analytics and the equipment for them.
HI
Hawaii 2025 Regular Session
CPC/CPN Joint Info Briefing - Mon Jan 27, 2025 @ 2:00 PM HST
Hawaii House Floor Meeting
NJ
New Jersey 2026-2027 Regular Session
Assembly Budget Jun 28th, 2026
Transcript Highlights:
- to support essential operations such as advertising, customer acquisition, fraud prevention, and analytics
- to support essential operations such as advertising, customer acquisition, fraud prevention, and analytics
Summary:
The Assembly Budget Committee met on June 28, 2026 and considered a long list of budget and policy bills, reporting many of them out of committee, often with amendments. Early measures included AB 2550 on continued dependent health coverage for certain adults with disabilities, AB 4794 allowing tax data sharing with the New Jersey Innovation Authority and Secure Choice Savings Board, and AB 3381/SB 1493 updating occupational therapy licensure requirements. The committee also advanced AB 4014, creating a social media research center at a public four-year institution, though one member opposed it as unnecessary spending given existing research on social media harms. Another bill, AB 5048/SB 1281, would ban certain apparel and diaper products with intentionally added PFAS; some members opposed it over safety and cost concerns, especially for firefighter gear, but it was reported. The committee also moved AB 383, which promotes volunteerism to help FamilyCare and SNAP recipients meet eligibility requirements, and AB 4357, extending telehealth pay parity, though one member objected to parity between telehealth and in-person care.
The committee then took up several energy, environmental, and housing-related bills. AB 5188, the Advanced Grid Technologies Act, was released despite opposition from some members and labor interests. AB 2524 would let dual-use solar projects participate in community solar, and AB 5236 would strengthen pediatric psychiatry and behavioral health services; both were reported. AB 5348, allowing temporary use of open-space and related funds for certain municipalities, drew sharp criticism as a diversion of preservation money to fill budget holes, but passed. AB 5280 returned unexpended county appropriations to Hudson County and authorized supplemental operating aid; it also passed despite objections about prior bidding violations. AB 5347 provided certain motor vehicle-related funding to municipalities and was reported, as was AB 5334/SB 4423, appropriating Green Acres and CBT revenues for local open space and park projects.
A major portion of the meeting focused on tax and business-related bills. AB 5329 increased the child tax credit for 2026-2028, with testimony urging that the expansion be made permanent; it was reported. AB 3899, the General Contractor Licensing Act, also passed. AB 5310/SB 4406 clarified sentencing under certain circumstances and was reported. AB 5330, allowing temporary transfers in the pension system, drew testimony from NJEA warning that the State Health Benefits Program was in crisis and asking for a longer repayment period to avoid rate spikes; the bill was still reported. AB 1326 created a higher education governance and funding task force and was amended to add a Talmudic institution or theological seminary representative. Later, AB 5333/SB 4424 appropriated additional Green Acres and CBT funds for recreation and conservation projects and was reported.
The committee also advanced several business and alcohol-related measures, including AB 5235 establishing the School-Based Partnership for Access and Resilience for Kids program, AB 5325 reducing business formation fees, AB 4836/SB 2368 on portable solar devices, AB 4881 establishing an advanced nuclear energy procurement program, AB 3974/SB 3183 revising renewable energy incentive and solar interconnection rules, AB 4013 creating a social media research center focused on addictive behavior, AB 5225 making temporary alcohol beverage provisions permanent, and AB 5295 revising alcoholic beverage licensing laws. The most contentious debate came on AB 4085, the Fair Price Protection Act, which would restrict “surveillance pricing” and regulate grocery pricing practices. Consumer advocates supported the bill as a protection against individualized pricing, while retailers and chambers of commerce argued the language was too broad and could undermine loyalty programs, discounts, and electronic shelf labels. Despite those objections, the committee voted to report the bill after amendments. Finally, AB 4530/SB 3739 on EV supply equipment standards was reported, and AB 5322 imposing a temporary cap on net operating loss deductions under the corporate business tax sparked strong opposition from business groups and a policy debate over whether legitimate losses and investment-related deductions should be limited; the bill was still moved out of committee.
FL
Florida 2026 Regular Session
FL House Floor Session - 2026-05-29 (10:00AM Session)
Florida House Floor Meeting
FL
Florida 2026 Regular Session
FL House Floor Session - 2026-05-29 (10:00AM Session)
Florida House Floor Meeting
Transcript Highlights:
- But then I also noted that there are some ways that electronic data analyst, analytic systems are going
- It's not a correlation between any kind of data analytics support in the management of the SNAP program
Summary:
The House convened with prayer, a moment of silence for former Senator Don Childers, the Pledge of Allegiance, and recognition of Officer Antonio Richardson as law enforcement officer of the day. The chamber announced it would take up 11 budget conference committee reports, with no third-reading bills or special-order calendar items. Members were reminded that conference reports were subject to debate but not amendment, and that the required review periods had been satisfied.
The first major action was on HB 7031E, the tax package. Representative Duggan explained that the conference report included a mix of retained, modified, and new tax provisions, including sales tax holidays, property tax and homestead-related changes, reductions in certain gaming and carbon-related taxes, changes to child care and documentary stamp tax credits, a new refund process for public works construction tax paid by universities and colleges, and other tax administration changes. Debate focused on the bill’s consumer impact, the reduction of the child tax credit from three years to one, the inclusion of firearm accessories in a sales tax holiday, the absence of gas tax relief and combined reporting, and the homestead exemption provision for certain deployed diplomatic and foreign service personnel. Critics argued the package favored niche or corporate interests over broad affordability relief, while supporters said it provided targeted tax relief and reflected conference negotiations. The House adopted the conference report and passed HB 7031E by a vote of 88-11.
The House then began presenting the conference report for HB 501E, the state budget, which totaled $114.5 billion for fiscal year 2026-27 and was described as below the prior year’s spending level while maintaining reserves. Subcommittee chairs outlined major budget areas: pre-K-12 funding included an increase in FEFP, salary increases for veteran teachers, stabilization funding, and support for declining enrollment; higher education included full Bright Futures funding, workforce programs, college operating support, university initiatives, and school guardian expansion; IT funding focused on Palm, ACCESS, APD’s I-Connect replacement, corrections systems, emergency management systems, and cybersecurity grants; health care funding covered Medicaid, nursing home rates, waiver provider increases, ADAP funding and restructuring, child welfare, and behavioral health; transportation and economic development included housing, cultural grants, jobs and rural infrastructure, Visit Florida, Space Florida, highway patrol equipment, and local transportation projects; justice funding included correctional construction, juvenile justice facilities, law enforcement grants, and clerk and due process reimbursements; state administration included fire stations, constrained counties, building maintenance, and Safe Florida Home; and agriculture/natural resources funding emphasized Everglades restoration, water quality, land acquisition, Florida Forever, state parks, and citrus research. Members then began questioning the budget details, including school voucher accountability, school funding formulas, public defender parity, prison technology, wastewater monitoring in prisons, ADAP policy, SNAP fraud controls and AI-assisted verification, Florida Forever funding, school lunch funding, and coral reef restoration. No final vote on HB 501E appears in the transcript excerpt.
CA
Transcript Highlights:
- And lastly, we need improved risk analytics, especially related to understanding structure-to-structure
- conflagration-level events in a community, if we focus on those intersections, we'll see that that kind of analytic
Summary:
The Senate Committee on Insurance held an informational hearing on how climate change, wildfire risk, and related catastrophes are affecting California’s insurance market, affordability, and availability. Chair and members framed the issue as a statewide challenge tied to resiliency, land use, utilities, legal liability, and the FAIR Plan. Senator Becker noted the hearing was connected to SB 254 and its recent report, while the Vice Chair emphasized that the state’s current regulatory framework limits flexibility and that industry testimony would also have been useful.
Amy Bach of United Policyholders described worsening availability and affordability, driven by climate impacts, insurtech/risk scoring, inflation, and the growth of surplus lines coverage. She said the Sustainable Insurance Strategy is beginning to show progress, but the FAIR Plan remains too large and non-admitted carriers create concerns because they are less regulated and do not share FAIR Plan or guaranty fund obligations. She stressed that mitigation incentives, grants, and voluntary insurer rewards for wildfire-hardening are important, but that many households cannot afford the needed improvements. In response to questions, she said underinsurance remains a major problem, especially after recent fires, and suggested stronger insurer responsibility for replacement-cost estimates or broader replacement-cost endorsements.
Actuary Nancy Watkins and Stanford’s Michael Wara argued that California must both reduce wildfire risk and allow actuarially sound pricing if it wants a healthier market. Watkins compared the market to a household with rising expenses and said the state needs a mitigation framework focused on the highest-risk communities, especially older neighborhoods and homes near the wildland-urban interface. Wara said premiums must roughly equal expected claims plus expenses, and that California is “burning down too many houses,” which drives both availability problems and higher rates. He highlighted the role of structure-to-structure spread, older housing stock, utility ignitions, and the need to focus on community hardening, not just vegetation management. Both speakers said mitigation should be targeted, science-based, and sustained rather than one-time or scattered.
Frank Freebalt of Cal Poly and Michael Gullner of UC Berkeley continued the discussion on fire modeling and risk reduction. Freebalt said the problem is best understood as a structure ignition and urban conflagration problem, requiring integrated land-use, utility, and community mitigation, with evidence-based priorities and better analytics. He emphasized that the state should focus on the highest-risk intersections first and that targeted mitigation can multiply the effectiveness of suppression and evacuation resources. No votes or formal actions were taken; the hearing was informational and focused on testimony, questions, and policy discussion.
ND
North Dakota 2026 1st Special Session
Advanced Nuclear Energy Committee Apr 22nd, 2026 at 09:30 am
Advanced Nuclear Energy Committee
ND
North Dakota 2025-2026 Regular Session
Advanced Nuclear Energy Committee Apr 22nd, 2026
Transcript Highlights:
- In expanding those focus areas, we certainly included the areas of intelligent supply chain analytics
- So we're looking at very machine learning, artificial intelligence focused, analytics focused areas in
Summary:
The meeting opened with remarks about the value of public engagement and the quality of questions from the group, followed by a series of technical presentations from Idaho National Laboratory staff. Joe Renovitz described recent nuclear regulatory changes tied to presidential executive orders, including NRC Part 53 for advanced reactors, the forthcoming Part 57 for very small reactors, and DOE updates to reactor authorization standards. He emphasized efforts to align DOE and NRC processes, use risk-informed and performance-based licensing, support reactor deployment for AI/data centers and national security, and use AI to speed communications and crosswalks between DOE and NRC requirements. In response to questions, he said there was no plan to merge agencies, but rather to improve coordination and public outreach through groups like GAIN and NEI.
David Tolman then discussed the nuclear fuel cycle, including uranium mining, conversion, enrichment, fuel fabrication, spent fuel storage, transportation, disposal, and reprocessing. He explained high-assay low-enriched uranium (HALEU), why it is needed for advanced reactors, and DOE’s HALEU Availability Program and related investments in enrichment, transportation, deconversion, and supply chain development. He also covered spent fuel management, the possibility of centralized storage or a fuel-cycle campus, the Center for Used Fuel Research, and ongoing work on high-burnup cask testing and reprocessing technologies. Tolman described aqueous, pyrochemical, and fluoride-volatility reprocessing approaches, noting the advantages and waste characteristics of each, and said several companies are working with INL on these technologies.
Ashley Shields presented INL’s AI and nuclear work, focusing on the Genesis initiative and the Prometheus effort to use AI to design, license, build, and operate reactors with far less human intervention. She described INL’s broad use of generative AI tools, the need to manage large volumes of legacy technical data, and applications in reactor design, materials discovery, autonomous laboratories, and digital twins. Shields said AI is being used to reduce the enormous documentation burden in nuclear licensing and to support autonomous or remotely operated reactor demonstrations, while stressing that humans remain in supervisory roles. In discussion, she addressed data security, model access, and the continued need for software engineers. The session then recessed briefly and resumed with Mitch Kerman beginning a presentation on critical minerals and materials.
TX
TX
Texas 89th Regular
Appropriations - S/C on Article III Feb 25th, 2025
Appropriations - S/C on Article III
NH
New Hampshire 2025 Regular Session
House Commerce and Consumer Affairs (01/15/2025)
Transcript Highlights:
- I'm also joined by Jason A., the director of our data analytics unit, and of course Jennifer Smith, who
- I'm also joined by Jason A., the director of our data analytics unit, and of course Jennifer Smith, who
- I'm also joined by Jason A., the director of our data analytics unit, and of course Jennifer Smith, who
- I'm also joined by Jason A., the director of our data analytics unit, and of course Jennifer Smith, who
- unit and of course Jennifer analytics unit and of course Jennifer Smith<03:52:30.960>
who <03:
Summary:
The House Commerce Committee opened a public hearing on House Bill 310, sponsored by Representative Keith Ammon, which would create a study commission to develop a legal framework for stable tokens and tokenized real-world assets. Ammon described stable tokens as blockchain-based digital tokens backed by U.S. dollars or treasuries, and tokenized real-world assets as representations of ownership in items such as gold, real estate, or artwork. He said the bill is intended to help New Hampshire get ahead of emerging financial markets while waiting to see how federal legislation develops.
Committee members asked about the purpose of the bill, the difference between this proposal and Bitcoin, whether state regulation could be preempted by federal law, and whether the commission could be balanced and avoid becoming a vehicle for fraud or money laundering. Ammon said the proposal is blockchain-agnostic, could apply to multiple networks, and is meant to regulate asset-backed tokens rather than create a state-issued coin. He emphasized that the state would not be guaranteeing the underlying assets, but would set rules requiring audits, proof of reserves, and honest representation of backing, with the Secretary of State’s securities office involved in oversight.
Several members raised concerns about the risks of stablecoins, including money laundering, tax evasion, and possible harm to the dollar or confusion about whether the state was endorsing a new currency. Ammon responded that the bill would not undermine the dollar and argued that tokenization could actually expand demand for U.S. currency by making it easier to use globally. He also said the state would not be in the business of weighing assets or directly valuing them, only ensuring a valid audit trail and one-to-one backing. The discussion ended with general agreement that the subject is complex and that a commission could help develop future legislation, but no vote or final action was taken in the hearing.
AR
Transcript Highlights:
- Sixty-nine, U of A, with Deloitte, and this is to support their data conversion, reporting, analytics
Summary:
The committee met to review a supplemental agenda item, procurement rule revisions, methods of finance, discretionary grants, contracts, reports, and a member disclosure. The supplemental agenda was accepted, and the Office of State Procurement’s rule revisions were approved after Jessica Patterson explained they were driven by 2025 legislative changes, including Act 782, CASO Consulting recommendations, and updates to sole source, bid, protest, and debarment provisions. The methods of finance and discretionary grants were also approved, covering a range of university capital projects, health and human services grants, historic preservation awards, and tobacco prevention and cessation programs.
The committee then reviewed RFQs and six ratifications. The ratifications included a Workforce Connections payment to ACT WorkKeys for services provided during a contract gap, a Department of Health ratification for water-leak repairs, a large Department of Public Safety ratification for Motorola’s Arkansas Wireless Information Network upgrade, a Veterans Affairs HVAC ratification, an ADFA medical services ratification, and a UA Little Rock painting contract ratification. Members questioned the Public Safety ratification at length about why the expired Motorola contract was not caught sooner and why it took months after discovery to come forward; agency officials said the work was tied to bond funding and was not tracked in ASIS, and the chair urged agencies to develop better monitoring procedures.
The committee approved a large slate of construction, intergovernmental, out-of-state, and in-state contracts, including many recurring service agreements for DHS, higher education institutions, corrections, health agencies, and state support functions. Several members asked about specific contracts, including aerial application services for correctional farms and a Southern Arkansas University custodial contract, and staff or agency representatives provided brief explanations. The meeting concluded with review of reports and approval of a member disclosure involving Representative Andrew Collins’ investment interest in a company leasing property to Arkansas Rehabilitation Services.
AR
AR
Transcript Highlights:
- the University of Arkansas with Deloitte, and this is to support their data conversion, reporting analytics
Summary:
The committee met to review a supplemental agenda, procurement rule revisions, methods of finance, discretionary grants, contracts, and a member disclosure. The Office of State Procurement presented rule changes tied to 2025 legislative changes, including Act 782, with updates to sole-source definitions, unrealistic bids, protest requirements, debarment procedures, and recodification references; the committee voted to accept the supplemental agenda and approve the rules. Members also approved eight methods of finance covering university repairs, equipment replacement, property purchase, and capital projects, along with a large slate of discretionary grants for courts, health, DHS, historic preservation, and tobacco prevention programs.
The committee then reviewed RFQs and six ratifications. The ratifications included a Workforce Connections payment to ACT WorkKeys, Department of Health costs from an ice-storm-related water leak, a large Department of Public Safety ratification for Motorola’s Arkansas Wireless Information Network upgrade, Veterans Affairs HVAC and medical-service payments, and a UA Little Rock painting contract. The Department of Public Safety ratification drew extended questioning about why the expired Motorola contract had not been renewed sooner and why the issue took months to reach the committee; agency officials said the project was bond-funded, had not been tracked in ASIS, and involved ongoing negotiations and system updates. Despite concerns, the committee approved the ratifications.
Members also reviewed a long list of construction, intergovernmental, out-of-state, and in-state contracts, including numerous university, DHS, health, corrections, and state agency agreements. Several contracts were discussed in more detail, including an SAU custodial contract question about sales tax and transparency reporting, and Department of Corrections aerial application contracts for Tucker and Cummins farms, which officials said served separate facilities in different parts of the state. The committee approved the contract lists, reviewed reports, and accepted a disclosure from Representative Andrew Collins regarding his investment interest in a company leasing property to Arkansas Rehabilitation Services before adjourning.
AZ
Arizona 2026 Regular Session
03/26/2026 - House Artificial Intelligence & Innovation
Artificial Intelligence & Innovation
Transcript Highlights:
- So predictive analytics: we're looking at things like how to get physicians answers quicker and more
Bills:
SB1786
Keywords:
artificial intelligence, content verification, provenance data, transparency, digital content, 1182, all
Summary:
The committee first heard a presentation from Sonora Quest Laboratories on how the company is using artificial intelligence and innovation in clinical lab work. Testimony emphasized that AI is already being used in digital pathology, cytology, genetics, genomics, predictive analytics, and quality control, with a strong focus on human oversight, validation, and closed, secure systems that keep patient data in-house. Speakers said AI can improve accuracy, speed diagnosis, reduce repeat testing, support precision medicine and pharmacogenomics, and potentially help with rare disease management and drug selection, while also noting the need for governance and safeguards.
Members asked questions about accuracy, safeguards, data security, whether AI could reduce repeat specimen collection, expand to other hospital labs, and how AI might affect treatment decisions such as step therapy and pharmacogenomics. The presenters said AI outputs are reviewed by specialists, that the systems are validated and monitored, and that the organization uses a closed ecosystem with no external data sharing. They also discussed future possibilities such as digital twins, earlier cancer detection, and more tailored medication choices, while acknowledging that AI is still developing and must be used carefully.
The committee then took up Senate Bill 1786, as amended, which requires covered providers using generative AI to add provenance data to AI-created or significantly modified video, image, or audio content, using methods like watermarking or metadata, with exceptions for minor edits and certain interactive or non-user-generated content. The amendment clarified that identifiable individual information generally cannot be included unless the user opts in, protected trade secrets, and set an effective date of February 1, 2027. After discussion about consumer transparency, scope, and possible legal issues, the committee adopted the amendment and voted 4-2 with one absent to give SB 1786 as amended a do pass recommendation.
OK
Oklahoma 2026 Regular Session
Appropriations and Budget Select Agencies Subcommittee Jan 5th, 2026 at 09:00 am
A&B Select Agencies Subcommittee
MN
Transcript Highlights:
- for today and a forward-looking idea for tomorrow using cutting-edge technology like predictive analytics
Bills:
HF3220
Keywords:
school safety, school security, emergency access, law enforcement access, master key box, secure key box, entry device, school grants, education finance, Department of Education, charter schools, school districts, cooperative units, appropriation cancellation, one-time appropriation, school safety plan, emergency preparedness, public safety, school building security
US
US Federal 2025-2026 Regular Session
Closed hearings to examine United States Cyber Command in review of the Defense Authorization Request for Fiscal Year 2026 and the Future Years Defense Program; to be immediately followed by an open hearing at 3:30 p.m. in SD-G50.
Cybersecurity Subcommittee
Transcript Highlights:
- It came increased data analytics. A review of medical waiver processes came.
Summary:
The committee meeting focused on pressing issues related to the U.S. military's recruitment and personnel strategies, especially in light of the upcoming NDAA for fiscal year 2026. Chairperson expressed appreciation for the service of witnesses including senior military leaders from different branches, emphasizing the importance of personnel as the backbone of national defense. Discussions revealed concerns regarding the recent lowering of recruitment standards across military branches, which could potentially affect the quality of service members and long-term military readiness. Witnesses were asked to address the implications of these changes on military health and efficiency.