Video & Transcript Research : 'user data'
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AL
OK
Oklahoma 2026 Regular Session
Joint Committee on State - Tribal Relations Jan 28th, 2026 at 01:30 pm
Joint Committee on State-Tribal Relations
OK
Oklahoma 2026 Regular Session
Energy Test Stream Jan 16th, 2026 at 05:30 pm
AL
KY
Kentucky 2026 Regular Session
2024 Budget Conference Committee (3-18-24) - Part 2
NH
New Hampshire 2026 Regular Session
House Election Law (02/01/2024)
KY
Kentucky 2026 Regular Session
Interim Joint Committee on Economic Development and Workforce Investment (7-31-23)
NH
New Hampshire 2026 Regular Session
Committee of Conference - LOB 202/204 (05/19/2022)
NH
New Hampshire 2026 Regular Session
Committee of Conference - LOB 202/204 (05/19/2022)
NH
New Hampshire 2026 Regular Session
Committee of Conference - LOB 301/303 (05/16/2022)
HI
Hawaii 2026 Regular Session
PDP Public Hearing - Tue Jan 26, 2021 @ 10AM
AZ
Transcript Highlights:
- data.
- All of this data is coming in from the data that the department has.
- All of this data is coming in from the data that the department has.
- But that provides better service, security, and privacy, and gives users full control of their data and
- But that provides better service, security, and privacy, and gives users full control of their data and
Summary:
The House Science and Technology Committee met and heard two informational presentations, with no bills considered and no votes taken. Deloitte Infrastructure Insights presented a transportation AI tool, Infrastructure Insights Pro, focused on vulnerable road user safety and pedestrian crash analysis. The presenter described how the platform ingests agency data such as crash records, GIS layers, and project management systems to generate map-based insights, trust scores for data reliability, and draft concept reports. Members asked about how long similar reports took before AI, whether the tool had been used in other states, and whether it reduced cost or effort; the presenter said a report that once took six to eight months could now be drafted in hours, that the safety use case had been implemented at Caltrans, and that the main savings were in staff effort.
The committee then heard from OCTA and Socure on digital identity, fraud prevention, and resident access to government services. The presenters argued that state and local governments should move toward a single, privacy-preserving digital identity experience that reduces multiple logins, improves security, and helps stop fraud by using contextual signals such as device, location, and document validation. They said Arizona already uses OCTA for more than 40,000 employees and some citizen services, and that Socure supports identity verification for public programs, including Arizona’s Empowerment Scholarship Account. A lengthy discussion followed about Real ID, state digital IDs, privacy, Fourth Amendment concerns, federal funding, and whether identity systems could become a national ID or surveillance tool. The presenters responded that states should retain control, that verifiable digital credentials can limit what information is shared, and that Arizona could centralize resident identity with privacy guardrails while preserving choice. The committee adjourned without further business.
FL
Florida 2025 Regular Session
December 2, 2025 - 01:00 PM
Transcript Highlights:
- USERS TO BRING THEM INTO OUR TEST ENVIRONMENT TO START PUTTING HANDS ON KEYBOARDS IN THE SYSTEM AND
- APPLIED THAT TECHNICAL UPGRADE AND WE WILL HAVE MIGRATED THAT, WE DID IT AGAIN WITH THE ACRONYMS, USER
- OUR LIMITED GROUP OF TESTERS RIGHT NOW SO WE WILL KEEP THOSE ROLLING THROUGH THE THIRD QUARTER OF USER
- THEY WERE IN SOME CASES DATA ENTRY OPERATORS BUT THEY DID NOT KNOW WHAT IT TOOK ON AN AGENCY SIDE TO
- OCTOBER WE BROUGHT IN 16 AGENCIES, IN FEBRUARY WHERE BRINGING IN THE REST OF THE AGENCIES INTO OUR USER
HI
Transcript Highlights:
- One is the data dashboard or the data... sections two and three are sections two and three are necessary
- can synchronize the data can synchronize the data um<00:05:34.240>
it <00:05:34.440>seems - Is the data dashboard or the data piece?
- So research is 40% of the users are daily users.
- is 40% of the users are are daily<00:30:45.000>
users <00:30:46.000>that <00:30:46.080><
Summary:
The joint Health and Human Services and Judiciary meeting heard testimony on several measures, with most of the discussion focused on SB 709 and SB 955. On SB 709, relating to mental health data and related appropriations, the Department of Health supported the bill’s intent and said the funding would help maintain a data dashboard and positions, though it had no suggested amount for one blank appropriation. Members also discussed whether sections of the bill were duplicative of existing data reporting. The committees later recommended SB 709 be passed with amendments, including technical changes, deferring the date to December 31, 2050, and blanking out the appropriation for later clarification.
SB 955, relating to fitness to proceed, drew mixed testimony. Judiciary opposed portions of the bill, saying some changes could have unintended practical consequences. The Office of the Public Defender supported the bill’s intent but urged keeping a three-member evaluation panel rather than reducing it to two, warning that a two-panel process could create delays if a third evaluator had to be added later. A former Hawaii State Hospital clinician said the bill placed too much blame on the courts and should address institutional and administrative problems at the hospital more directly. The Department of Health supported the intent and said it appreciated efforts to address overcrowding. After discussion about examiner shortages and status hearings, the committees recommended SB 955 be passed with amendments reducing the number of qualified examiners from three to one and making related technical changes.
The committee also heard SB 1228, a child welfare services measure creating a working group related to youth legal representation and child welfare reform. DHS requested adding a Child Welfare Services representative to the work group, and multiple advocates, including the National Center for Youth Law and Hawaii Youth Services Network, testified in strong support, emphasizing the need for youth voice and implementation of Malama Ohana recommendations. Members asked whether this working group overlapped with another recently passed working group bill; testimony indicated the two measures addressed different issues. The meeting then recessed and later resumed for decision-making on the 9 o’clock calendar, where SB 709 was adopted with amendments and SB 955 was adopted with amendments.
CA
California 2025-2026 Regular Session
Assembly Judiciary Committee Jul 15th, 2025
Transcript Highlights:
- for other data points.
- The data is collected, but it's not reported, and we really need key data about usage, patient demographics
- That's always good to have that data.
- We should continue to re-look at this, review it, get the data.
- And so I... ...re-look at this, review it, get the data.
Summary:
The committee heard testimony on several bills, beginning with SB 41 by Senator Wiener, which would regulate pharmacy benefit managers by increasing transparency, banning patient steering and spread pricing, and requiring full pass-through of rebates. Supporters, including independent pharmacists and health advocates, said PBM practices are driving up drug costs and closing neighborhood pharmacies. Opponents from PBM and health plan groups argued the bill overlaps with recently enacted licensing and reporting requirements, would not lower consumer prices, and may be preempted by ERISA. Members discussed confidentiality issues, consumer savings, and the relationship between SB 41 and the new budget trailer bill; the author asked for an aye vote.
The committee then took up SB 378, also by Senator Wiener, aimed at online marketplaces that advertise illegal intoxicating hemp and unlicensed cannabis products. Supporters from labor, public health, and the licensed cannabis industry said online sales are undermining regulated businesses and exposing children to unsafe products. Opponents from tech and hemp industry groups warned the bill is overbroad, could sweep in general-purpose platforms and lawful hemp wellness products, and raises Dormant Commerce Clause and First Amendment concerns. The author said he would narrow the bill, remove industrial hemp references, and address strict liability and standing issues; members largely focused on how to target illegal products without capturing lawful marketplaces.
SB 243 by Senator Padilla addressed AI companion chatbots, with supporters including Common Sense Media and transparency advocates warning that these systems can be addictive, manipulative, and dangerous for minors and vulnerable users, citing studies and the death of a Florida teenager. The bill would require disclosures, anti-addiction design limits, self-harm protocols, audits, reporting, and a private right of action. Tech and business groups opposed the measure as overly broad and said its definitions could sweep in general-purpose AI tools; several members supported the goal but questioned the breadth of the definitions and the private right of action.
Finally, SB 522 by Senator Wahab would extend just-cause eviction protections to rental units that were previously covered by the Tenant Protection Act but were destroyed in disasters and later rebuilt. Supporters, including Los Angeles city officials and tenant advocates, said the bill would help keep displaced renters housed after wildfires and other disasters. Apartment and realtor groups opposed it, arguing it would remove a key exemption needed to finance rebuilding and could discourage post-disaster reconstruction. Members expressed support for tenant protections in disaster areas, and the author asked for an aye vote.
NH
New Hampshire 2026 Regular Session
House Science, Technology and Energy (02/09/2026)
Science, Technology and Energy
Transcript Highlights:
- Because what you're saying is that you expect a large data center or a large data-intensive user to come
- And um, you know, here's some clarification around what we would consider to be a large data user.
- And um, you know, here's some clarification around what we would consider to be a large data user.
- And um, you know, here's some clarification around what we would consider to be a large data user.
- And um, you know, here's some clarification around what we would consider to be a large data user.
KY
Kentucky 2025 Regular Session
Information Technology Oversight Committee (9-10-25)
Transcript Highlights:
- , photography and lidar elevation data, photography and lidar elevation data, that<00:08:14.680><
- <00:32:29.200>
Their the live data of a student. Their the live data of a student. - to an AWS data center.
- than 3,000 users statewide.
- AWS data center. AWS data center.
Keywords:
Meeting Start 00:00:00
Commonwealth Office of Technology 00:01:00
Department of Education 00:21:00
Transportation Cabinet 00:35:30
Secretary of State 00:45:15
Cabinet for Health and Family Services 00:56:11
Discussion of the Kentucky Communications Network Authority and Related legislation 01:09:11, 958, all
Summary:
The meeting began with approval of the prior minutes and then focused first on the Commonwealth Office of Technology’s legacy systems and two specific projects. COT officials said many agencies have made progress moving off legacy applications, with remaining mainframe systems slated to be retired through RFPs or other work orders. They also described a legacy funding pool of $10 million per biennium used to help agencies transition. The two projects discussed were the Kentucky aerial photography and elevation data program, which provides statewide aerial imagery and lidar data for GIS, E911, environmental, transportation, and other uses, and a citizen identity and access management system intended to give residents a single login for state services. Officials said the GIS program costs about $1.2 million annually to host and maintain, with data acquisition costing several million more per year, and that the citizen identity system would cost about $2.5 million per year after an initial three-year COT investment. Members asked about duplication of funding, licensing, local government use, and whether multi-factor authentication would be required; COT said the GIS data is being acquired as statewide unlicensed data and that MFA would be available but not yet mandated statewide.
Committee members pressed COT on costs, overlap with cabinet-level IT spending, and the practical benefits of the GIS and identity projects. COT explained that GIS hosting is generally covered through enterprise assessments billed quarterly to agencies, while the new aerial data is intended to benefit the whole state and local partners. On the identity project, officials said it would centralize authentication for citizens who use state systems, improve compliance with zero-trust and NIST-related security expectations, and reduce help desk and maintenance burdens through self-service account tools. Members also discussed whether the system would extend to local governments; COT said it would be a Kentucky.gov-style state login for users inside the state identity infrastructure, not a local-government system.
The Department of Education then testified that it does not operate mainframes or major legacy systems, having moved long ago to cloud-based, off-the-shelf products and vendor-supported services. KDE officials described a strong emphasis on staff cybersecurity awareness, standardized statewide systems, vendor risk-sharing, and reducing sensitive data exposure, including efforts to move away from student Social Security numbers. They also highlighted a transition from Microsoft Active Directory to Identity Automation, which they said will improve identity management and make multi-factor authentication universal across K-12. In response to questions about Kentucky Wired and internet service, KDE said all 171 school districts and KDE agencies have been moved to a new next-generation internet service through ENA by Zayo, with strong satisfaction, e-rate savings, and better reliability. Officials warned that any internet disruption would immediately affect attendance, grades, student records, payroll, security systems, and communications across the K-12 system.
HI
Hawaii 2025 Regular Session
AEN/EEP/AGR Joint Info Briefing - Mon Feb 24, 2025 @ 1:00 PM HST
Hawaii House Floor Meeting
Transcript Highlights:
- much data cleaning we receive the data much data cleaning we receive the data in<00:50:55.280>
- join the rup data set with various data join the rup data set with various data sets<00:52:11.599
- /c><00:52:50.920>
for pretty small data set we use data for pretty small data set we use data- access to the data.
- have individual data data this plan to have individual data data this is<01:24:48.920>
really
Summary:
This joint informational briefing of Senate and House committees focused on restricted use pesticides in Hawaiʻi, with opening remarks framing the issue as one of health, environmental impact, and state-level regulation. The briefing reviewed the history of pesticide disclosure efforts, including prior county actions, a 2016 court ruling that shifted responsibility to the state, and Act 45, which enabled disclosure of restricted use pesticide data. Speakers highlighted 2019 reporting data showing concentrated use in parts of Oʻahu and Kauaʻi, especially near schools and communities, and identified fumigants such as 1,3-dichloropropene and metam sodium as among the heaviest-used products. Concerns were raised about potential links to cancer, respiratory illness, reproductive harms, Parkinson’s disease, and developmental effects, as well as the lack of long-term mixture studies and the need for better buffer zones, reporting, and farmer transition support.
The Department of Agriculture’s pesticides program manager described the state’s regulatory framework, explaining the distinction between general use and restricted use pesticides and the department’s role under FIFRA and Hawaiʻi law. He outlined the branch’s enforcement, education/certification, registration, and laboratory functions, including inspections, complaint response, market surveillance, applicator certification, product review, groundwater protection modeling, and special registrations. He also noted staffing and resource limitations, including the absence of an in-house toxicologist and long-term monitoring capacity, and compared Hawaiʻi’s resources to California’s much larger pesticide regulatory program. He said the department supports Act 231, which was passed the previous year and is moving forward this session.
A pediatrician speaking for the Hawaiʻi chapter of the American Academy of Pediatrics emphasized concerns about chronic low-level pesticide exposure in children, citing AAP policy statements and technical reports that associate exposure with cancer, leukemia, birth defects, neurobehavioral issues, and asthma. Drawing on work with the Kauaʻi Joint Fact Finding Task Force, the speaker said the group found the west side of the island to be an unhealthy community but could not prove causation because of missing drift, geospatial, and biomarker data. The testimony pointed to elevated cancer mortality, pneumonia admissions, obesity, dialysis, and developmental delay indicators, and described concerns about pesticide drift near schools and homes, including reports of children becoming ill after nearby spraying and low levels of chlorpyrifos detected in dust samples.
An environmental health scientist from the University of Hawaiʻi described a pilot project using restricted use pesticide data in a public health context. She said the project began after seeing maps of Central Oʻahu pesticide use and aimed to pair GIS data with health and ethnicity data, while also conducting community focus groups. Preliminary focus group themes included calls to action, voting and policymaker awareness, concern about pesticide use near homes and fields, lack of community consent, and a desire to stay engaged. No votes or formal committee actions were taken during the briefing.
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 3 on Education Finance Apr 2nd, 2025
Transcript Highlights:
- The latest data that I saw from last year, I'm not sure—is there going to be data... ...to be that way
- The latest data that I saw from last year, I'm not sure—is there going to be data produced for this year
- to user data.
- of Justice according to user data.
- We do have a significant number, although it is one. according to user data.
Summary:
The Assembly Budget Subcommittee on Education Finance met to review CSU and State Library budget issues, enrollment trends, the Capital Fellows program, and a Title IX update. Chair David Alvarez opened by stressing that CSU faces serious financial pressure, including a systemwide deficit and proposed cuts that he and several members said were too large and likely to harm access, course offerings, and student services. Public comment focused heavily on the Braille Institute Library, with patrons, staff, veterans, and advocates urging restoration of funding and warning that the proposed cut would severely affect blind and visually impaired Californians across Southern California. Several CSU faculty, staff, and union representatives also opposed the proposed reductions and warned of larger class sizes, fewer sections, and layoffs.
On the CSU core operations item, the Department of Finance explained the Governor’s proposal to reduce ongoing General Fund support by about $375 million and defer a 5% base increase, while the LAO said CSU core funding would be roughly flat once tuition and targeted augmentations were considered, but warned that rising costs and prior shortfalls would still force campuses to cut spending. CSU’s Chancellor’s Office said the proposed cut would deepen existing problems, citing prior-year budget gaps, job losses, reduced course sections, and student-service reductions. Members pressed Finance and the LAO on whether cuts could be made more surgically, especially at the Chancellor’s Office or in institutional support rather than in instruction, and the LAO said the Legislature has flexibility to target cuts more specifically. CSU also described ongoing consolidation efforts, including shared services among campuses and the planned Cal Maritime/Cal Poly San Luis Obispo integration, while cautioning that savings are not yet fully known.
The committee then discussed CSU enrollment. The LAO recommended holding enrollment targets flat because the budget does not add new funding, while CSU reported strong recent growth, including more California residents, record first-year enrollment, and expanded direct admissions and transfer pathways. Members questioned why some campuses with high demand turn away many applicants while others continue to lose enrollment, and CSU said it is shifting resources from campuses with sustained declines to those with demand, using a 10% below-target threshold. The committee also discussed whether enrollment declines mirror local population trends, how to improve marketing and program alignment, and whether lessons from Cal Poly Humboldt’s conversion could inform other campuses such as Sonoma State. The Capital Fellows item drew a Finance proposal for a salary increase and an LAO counterproposal for a smaller raise plus future COLA language; the committee kept the item open. Finally, CSU reported progress on Title IX compliance, saying it has completed most State Auditor recommendations, expanded civil rights staffing, and increased training, prevention, and case-management efforts, though members asked how proposed budget cuts might affect those services.
HI
Transcript Highlights:
- by retaining information on prior interactions or user sessions and user preferences to personalize
- And sustaining an ongoing dialogue concerning matters personal to the user.
- For minor users, we're increasing the frequency of disclosure requirement to minor users from every 3
- For all users, we'll require >> Thank you.
- > increasing<00:20:19.120>
the For minor users, we're increasing the For minor users, we're
Keywords:
immigration enforcement, sanctuary policy, detainer, ICE, federal immigration authorities, 8 U.S.C. 1357(g), 8 U.S.C. 1373, 8 U.S.C. 1644, deportation, undocumented immigrants, noncitizen, migrant rights, local police cooperation, law enforcement cooperation, hold request, judicial warrant, probable cause, civil immigration enforcement, county police, state police
Summary:
The committee first took up SB 148 on combat sports, but members said they had agreement only in principle and were waiting on a conference draft and money committee release, so the bill was rolled to the next day. HB 1810 on charitable solicitation was then described as regulating professional solicitors who sell donated non-perishable tangible property, including prompt payment, financial reporting, disclosure, and contract requirements; the committee adopted the conference draft and passed it unanimously. SB 2607 on landscape architects was also passed with a conference draft after members agreed to align licensure qualifications with the uniform standard used by the Council of Landscape Architectural Registration Boards.
Later, HB 1642 on consumer protection and crypto kiosks was passed with amendments to ban the purchase of cryptocurrency through crypto kiosks, and SB 2396 on property was deferred because members said they were aligned on the policy but still needed to sort out enforcement, with the issue to be left to a task force. SB 2961 on insurance was deferred to the next day pending release, and SB 2471 on the powers of artificial persons was rolled to the next day while the House and Senate sought legal clarification to make the bill more defensible; members said they agreed on the goal of addressing dark money but wanted to avoid harming Hawaii or local companies.
The committee then passed SB 3001 on artificial intelligence with amendments. The conference draft renamed the regulated systems as “AI companions,” narrowed and clarified the definition, required reasonable measures to prevent outputs encouraging serious bodily injury, increased disclosure frequency for minors, added a feature restriction to discourage disengagement, removed provisions the Senate viewed as too broad or insufficiently articulated, shifted annual reporting to the Department of Health’s Behavioral Health Administration, and removed civil penalties. Members also said the romantic-relationship language had been removed for now but could be revisited later. SB 2433 on condominiums was discussed but rolled to the next day because the House and Senate were still considering changes related to DCCA authority and condo-owner disputes, and HB 1897 on condominium alternative dispute resolution was deferred for the session because the Senate was not ready and time was running out.
In the final portion, HB 1753 on social media data retention was passed with amendments setting limits on how long companies may retain user data, with exceptions such as domestic violence evidence. SB 1166 on insurance was rolled to the next day after discussion of historic weather damage and the need to avoid affecting ongoing litigation against oil companies; members noted they had received an AG opinion that the bill would not jeopardize that litigation. SB 2964 on property insurance was passed with a conference draft requiring insurers to periodically ask homeowners about significant improvements so coverage can be reassessed, and SB 3255 on currency was passed with a conference draft authorizing penny rounding to the nearest five cents, though one senator voted no because he preferred the Senate version that had included a separate cash-acceptance issue. The committee also discussed SB 2852 on website accessibility for people with disabilities as the next item, but the transcript cuts off before any action on that measure.