Video & Transcript Research : 'analytics'
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MN
Minnesota 2025-2026 Regular Session
House Public Safety Finance and Policy Committee 4/8/26
Public Safety Finance and Policy
Transcript Highlights:
- We were not able to find a lot of peer-reviewed research that demonstrates that AI and predictive analytics
- She said the bill's reference to predictive analytics and AI-driven tools is not the way to go, citing
- a lack of peer-reviewed research showing AI and predictive analytics are effective threat-detection
- She said they were not able to find much peer-reviewed research showing that AI and predictive analytics
- School threat detection technology integrated with AI and predictive analytics or not violates privacy
Keywords:
school safety, threat assessment, pilot project, education, real-time monitoring, public safety, HF4299, school safety specialists, Minnesota School Safety Center, appropriation, general fund, fiscal year 2026, school security, school violence prevention, student safety, Department of Public Safety, school resource support, education funding, peace officer, training reimbursement
HI
Hawaii 2025 Regular Session
FIN Info Briefing - Tue Jan 14, 2025 @ 9:00 AM HST
Hawaii House Floor Meeting
Transcript Highlights:
- I think many of us um have analytics I think many of us um have heard<03:18:38.399>
from <03:18 - and data that I've mentioned analytics and data that I've mentioned um<03:19:46.239>
the <03:19 - <03:32:10.439>
from <03:32:11.080>is <03:32:11.279>really results in analytics - from is really results in analytics from is really looking<03:32:11.800>
at <03:32:12.040> - Another priority for us is data and analytics modernization.
CA
California 2025-2026 Regular Session
Senate Energy, Utilities and Communications Committee May 12th, 2026
Energy, Utilities and Communications
Transcript Highlights:
- We did focus on that as part of the report analytics, because creating, you know, choosing to do big
- We believe it reflects a series of analytical gaps that warrants serious reconsideration before any change
- A series of analytical gaps that warrants serious reconsideration before any changes are made to our
Summary:
The committee held the first of several informational hearings on the SB 254 Natural Catastrophe Resiliency Study, focused on wildfire risk, utility liability, and how to finance catastrophic losses. Chair Allen opened by describing California’s recent utility-ignited wildfires, the creation of the wildfire fund under AB 1054, and SB 254’s extension of that fund and requirement for a study. The California Earthquake Authority, as wildfire fund administrator, presented the report’s process and findings, emphasizing that the study was intended to be neutral and broad, based on extensive stakeholder outreach, and that the status quo is not working well for survivors, communities, ratepayers, insurers, or utilities.
CEA’s report organized recommendations into three policy pathways: continued mitigation investment, more equitable allocation of catastrophe burdens, and expanded state roles in catastrophe financing. For utilities, the report discussed options such as setting a binding risk-tolerance standard, preserving safety certificate accountability, tying executive compensation more directly to safety, creating confidential reporting with safe-harbor protections, reforming utility liability including possible changes to inverse condemnation, limiting damages, reducing insurance subrogation, and creating a fast-pay facility for survivors. The financing analysis compared a more durable wildfire fund, risk transfer/reinsurance, liability reforms, and state-backed mechanisms such as a state insurer, a state backstop, and broader funding for community wildfire mitigation.
The CPUC said wildfire mitigation oversight has improved, but wildfire-related costs are driving electricity bills higher and creating an affordability crisis. The Office of Energy Infrastructure Safety highlighted its wildfire mitigation plan review and field inspections, and recommended stronger safety reporting and more safety-weighted executive compensation. In member discussion, senators and assemblymembers focused on the cost of the status quo, whether the burden should be shared by ratepayers, utilities, the state, or other parties, and whether California should consider broader disaster-financing approaches. Several members raised concerns about inverse condemnation, the pace of survivor compensation, local land-use responsibility, and the need for a more comprehensive statewide solution rather than piecemeal bills. No votes or formal actions were taken; the hearing was informational only.
MN
Minnesota 2025-2026 Regular Session
Minnesota Management and Budget Press Conference 2/27/26
Transcript Highlights:
- 09.919>
targeted benefits are reviewed using targeted benefits are reviewed using targeted analytics - 10.960>
and <00:27:11.200>then <00:27:11.440>flagged <00:27:11.840>if analytics - and then flagged if analytics and then flagged if suspicious.<00:27:12.799>
So, <00:27:13.039>
Summary:
Minnesota Management and Budget officials presented the February 2026 budget and economic forecast, saying the state remains in a strong financial position but faces continued structural imbalance and significant uncertainty. Commissioner Aaron Campbell said the FY 2026-27 balance is now projected at more than $3.7 billion, up about $1.3 billion from November, and the FY 2028-29 planning period is projected to end with a $377 million positive balance. He emphasized that the improvement comes largely from higher projected revenues, especially individual income and corporate franchise taxes, but warned that the state is increasingly reliant on more volatile sources such as capital gains, interest income, and corporate profits.
State Economist Dr. Anthony Becker said the national outlook improved slightly, with stronger projected GDP, consumer spending, and investment, but weaker payroll growth and ongoing trade-policy uncertainty. He noted that the forecast was complicated by missing federal data because of the federal shutdown, and that tariffs, immigration policy, equity markets, and possible AI-related shifts all present risks. Revenue projections were raised for the current biennium, including individual income tax receipts, sales tax revenue, corporate franchise tax revenue, and other revenues, while Becker stressed that federal funding threats, especially involving Medicaid and other entitlement programs, could materially alter the outlook.
State Budget Director Anna Mingi said general fund spending in the current biennium is projected to be $68 million lower than previously estimated, but planning-year spending is up $152 million. The biggest spending changes came from education, where special education costs rose sharply after updated local spending data, and from human services, where a new prepayment review process for certain Medicaid benefits reduced projected spending by $133 million this biennium and $105 million in the next. She also said discretionary inflation is now estimated at $1.04 billion, up $104 million from November.
Campbell closed by saying the state’s reserve remains at a record $3.8 billion and that Minnesota’s AAA bond rating and reserve policy help protect against downturns. He cautioned, however, that the long-term structural imbalance remains about $3.4 billion in the planning years, or $2.3 billion excluding discretionary inflation, and urged policymakers to offset any new spending with reductions. No votes or formal actions were taken; the meeting was a presentation and question-and-answer session on the forecast.
NH
New Hampshire 2026 Regular Session
House Special Committee on COVID Response Efficacy (06/05/2026)
Transcript Highlights:
- Dumashelle's data analysis to senior FDA officials, showing that the new analytical method found 49 examples
- Dumashelle's data analysis to senior FDA officials, showing that the new analytical method found 49 examples
- Dumashelle's data analysis to senior FDA officials, showing that the new analytical method found 49 examples
- So showing that the new analytical<00:52:11.680>
method <00:52:12.160>found <00:52:13.040 - >
49 <00:52:13.920>examples <00:52:14.400>of The analytical method found 49 examples
Summary:
The New Hampshire House Special Committee on the COVID Response Efficacy met to continue its fact-finding review of the state’s pandemic response, with the chair restating the committee’s mission and focus on federal guidance, federal funding, emergency use authorization vaccination efforts, long COVID, patient rights, and vaccination policies. The chair said the committee had previously reviewed materials about the U.S. Supreme Court declining to hear a COVID vaccine case and CDC internal emails about vaccine risks, and introduced additional research on CDC testing and communications failures.
A large portion of the meeting was devoted to summarizing articles and a recent U.S. Senate Permanent Subcommittee on Investigations report titled *Unmasked: How Biden Health Officials Purposely Turned a Blind Eye Toward COVID-19 Vaccine Safety Signals*. The chair argued that CDC testing and guidance were flawed, citing delayed data publication, confusing guidance, a faulty early COVID test, missed opportunities to study silent spread, and alleged suppression of safety information. The Senate report was described as alleging that FDA and CDC officials knew their surveillance systems could mask vaccine safety signals, that officials discouraged internal analysis from being shared externally, and that newer analytical methods identified multiple statistically significant adverse-event signals. The chair also discussed the V-safe system, VAERS, and claims that federal officials downplayed or concealed adverse-event data.
Members and the chair connected these federal issues to New Hampshire, noting changes in the state’s health care landscape since the pandemic, including more urgent care facilities and satellite ERs. The chair suggested New Hampshire should develop independent scientific assessment resources to validate federal information in future emergencies. Representative Wheeler noted that the materials would be entered into the committee record and made available on the House website. No votes were taken; the committee discussed the materials, invited further questions, and indicated that a proposed committee communication would be revisited later after additional supporting information is gathered, with a goal of issuing a statement by the end of June.
MN
Minnesota 2025-2026 Regular Session
Committee on Health and Human Services - 03/03/26
Health and Human Services
Transcript Highlights:
- And that process utilizes analytics to detect abnormalities in claims.
- I understood that we're going to be adding more and more analytics to that, but do they think that's
- We do anticipate the prepayment model maturing over time and adding analytics and basically having a
- conservative in terms of going off of the math that we see at the time. be adding more and more analytics
- to be adding more and more analytics to that,<00:30:43.120>
but <00:30:43.440>do <00:30
MN
Minnesota 2025-2026 Regular Session
House State Government Finance and Policy Committee 3/20/25
State Government Finance and Policy
Transcript Highlights:
- allows us to continue to take steps toward a more preemptive mode by advancing the state's data analytics
- compliance office to enhance the agency's internal process controls, grant monitoring, and data analytics
- process controls Grant monitoring<00:20:07.799>
and <00:20:08.000>data <00:20:08.280>analytics - <00:20:08.880>
to <00:20:09.280>improve monitoring and data analytics to improve monitoring - and data analytics to improve oversight<00:20:10.679>
of <00:20:11.200>public <00:20:12.080
Keywords:
opioids, substance use, addiction recovery, mental health, state cabinet, HF1310, Office of Cannabis Management, cannabis, marijuana, tribal consultation, government-to-government relationship, Minnesota tribes, Tribal governments, state government, consultation, rulemaking, Indian affairs, cannabis regulation, tribal sovereignty, state-tribal relations
MN
Minnesota 2025 1st Special Session
House Commerce Finance and Policy Committee 2/19/25
Commerce Finance and Policy
Transcript Highlights:
- These transactions are summarized in quarterly analytical reports posted publicly on the association's
- These transactions are summarized in quarterly analytical reports posted publicly on the association's
- These transactions are summarized in quarterly analytical reports posted publicly on the association's
- These transactions are summarized in quarterly analytical reports posted publicly on the association's
- These transactions are summarized in quarterly analytical reports posted publicly on the association's
WA
Washington 2025-2026 Regular Session
House State Government & Tribal Relations Jun 22nd, 2026
Transcript Highlights:
- So that's the analytics and the access.
- So that's the analytics and the access. So that was just shared.
Summary:
The House State Government & Tribal Relations Committee held a virtual work session focused first on federal actions affecting elections. A representative from NCSL reviewed recent U.S. Supreme Court and pending cases, including a redistricting/Voting Rights Act case and a case on whether mailed ballots received after Election Day can be counted. She also discussed a Trump executive order directing USPS to draft mail-ballot rules, the federal SAVE system’s expanded use for voter list maintenance, DOJ requests for unredacted voter rolls, and reduced federal election-security support. Committee members asked about proof of citizenship requirements, whether DOJ requests are compulsory, and how federal election funding and grants may be changing.
The Attorney General’s Office then described Washington’s litigation challenging two election-related executive orders and DOJ’s lawsuit seeking unredacted voter registration lists. State lawyers said courts have already enjoined parts of the executive orders, including documentary proof-of-citizenship requirements and voting-system changes, and have upheld Washington’s ballot-receipt deadlines so far. They said DOJ’s voter-roll demands have been rejected by multiple courts and that Washington’s position is that state law limits disclosure of sensitive voter data. Members asked about the legal basis for DOJ’s requests, the risk of immigration-enforcement use, and whether attestation on registration forms counts as proof of citizenship; the office said it does under state law and that no evidence of mass voter-fraud problems in Washington has been shown.
Deputy Attorney General Todd Bowers then gave a broader overview of the Attorney General’s federal litigation, saying Washington has filed 61 cases since January 2025, often with other states, and has had notable success obtaining preliminary injunctions and favorable summary judgments. He highlighted cases involving election rules, environmental and energy disputes, public health funding, student loans, housing, and data privacy, and said many challenges involve executive-branch conditions added to congressionally appropriated funds. He also described a growing number of federal audits and inquiries directed at state agencies.
Finally, Office of Equity Director Megan Matthews discussed how federal actions are affecting state and local equity work, community organizations, and public confidence. She said the office is coordinating more closely with the Attorney General, governor’s office, other agencies, and local governments through the immigration subcabinet, while also working on data privacy, Keep Washington Working compliance, and community outreach. Committee members asked about the office’s human-trafficking work and how it is encouraging agency compliance; Matthews said the focus is on clearer guidance, technical support, and consistent expectations across agencies. The committee adjourned after the presentations and questions.
MA
Massachusetts 2025-2026 Regular Session
Future of Payments and Sales Transactions by Credit Card and the Impacts for Small Businesses Jun 21st, 2026 at 11:00 am
Transcript Highlights:
- But I will tell you, we spend billions on technology, on analytics, on talent to actually manage the
- On analytics, on talent, to actually manage the credit risk, right?
Summary:
The Special Commission on the future of payments and sales transactions by credit card heard extensive testimony from credit union, banking, retail, restaurant, and payments-industry representatives about proposals to limit interchange fees, especially on the tax and tip portions of transactions. Several witnesses opposed state-level restrictions, arguing they would create a patchwork of rules, burden state-chartered institutions, raise compliance complexity, and ultimately reduce resources for fraud prevention, cybersecurity, rewards, and access to credit. Others, including retail and merchant advocates, said swipe fees are a significant and growing cost for small businesses and that states should consider reforms such as limiting fees on taxes and tips, allowing surcharging, improving transparency in merchant contracts, and studying collection costs more closely.
Witnesses also discussed recent legal and regulatory developments, including Illinois’s interchange-fee law, OCC and NCUA interim rules, and the ongoing Visa/Mastercard antitrust settlement. Industry representatives said the Illinois law has been delayed and is likely preempted for most transactions, while merchant advocates argued the state efforts and court rulings show that networks and banks do not set fees competitively. The proposed antitrust settlement was described by some as a meaningful but limited merchant victory, with temporary fee reductions and expanded surcharge/steering rights, while others said it still falls short of structural reform.
The commission members pressed witnesses on the practical effects of fees, the cost of cash, whether merchants can pass costs through, and whether small businesses are actually seeing benefits from the current system. Members repeatedly emphasized the need for a fair middle ground that protects both small businesses and the payment system. No substantive votes or policy actions were taken beyond accepting testimony, and the meeting ended with adjournment after all scheduled witnesses had spoken.
AZ
Transcript Highlights:
- People do behavior analytics.
- There is an overt law enforcement presence, people do behavior analytics, there's a public fear of mass
Keywords:
critical infrastructure, foreign adversaries, China, communications, security, law enforcement, disciplinary action, administrative appeals, investigative files, due process, retaliation, county seal, law enforcement authority, sheriff's posse, public safety, county governance, ambulance services, certificate of necessity, emergency medical services, state regulations
Summary:
The Committee on Public Safety met, approved the March 11, 2026 minutes, and heard two presentations before moving to bills. The Arizona Department of Corrections, Rehabilitation and Reentry presented on its K-9 program, describing staffing, dog types, functions such as contraband interdiction, search and rescue, and offender apprehension, and noting aging vehicles and the need for replacement canines. Biometrica then presented a privacy-focused facial recognition/sensor system intended to help law enforcement identify missing persons and known offenders in real time without storing video or audio; members asked questions but took no action on the presentation.
The committee then considered HB 2134, which would create the Arizona Critical Infrastructure Protection Act to restrict Chinese-owned or Chinese-produced equipment and software in critical infrastructure and require reporting and oversight by the Corporation Commission. The sponsor said the bill was revised to be prospective and more workable; supporters framed it as a national security measure, while some members raised cost and implementation concerns. The bill passed 4-3. HB 2404, which shifts inter-facility transport of behavioral health patients away from peace officers and toward authorized transporters except in limited circumstances, drew support from a Phoenix police crisis intervention officer and the Arizona Police Association and passed 7-0.
HB 2402, dealing with ambulance certificates of necessity for small or underserved areas, was amended to require rather than allow certain certificates and to streamline reporting and application processes; the sponsor and firefighters said it would preserve access and modernize a decades-old system. It passed as amended 7-0. HB 2673, as amended, was reduced to creating a study committee on inmate mental health services after originally proposing broader jail and prison screening and treatment requirements; the sponsor and a victim’s family member described the bill as a response to failures in the mental health and jail systems. It passed 6-0 with one not voting. HB 2253, protecting employees from retaliation for testifying in law enforcement disciplinary appeals, passed 5-0 with two not voting, and HB 2270, expanding county control over use of county seals, logos, and sheriff’s posse names, passed 6-0 with one not voting.
Finally, HB 2941, which would make certain motorcycle lane-splitting or passing behavior reckless driving except as allowed by existing lane-filtering rules, drew support from the sponsor and motorcycle advocates who said it targets dangerous high-speed lane splitting, but one speaker warned the language could unintentionally criminalize safe filtering. The bill passed 5-1 with one not voting. The committee then adjourned.
NM
New Mexico 2026 Regular Session
Senate Chamber Jan 27th, 2026 at 11:14 am
New Mexico Senate Floor Meeting
FL
Florida 2025 Regular Session
March 5, 2025 - 10:15 AM
Transcript Highlights:
- employees to redirect their focus toward responsibilities that leverage distinctly human capabilities: analytical
- Analytical reasoning, emotional intelligence, and strategic thinking.
Summary:
The subcommittee met to hear a panel discussion on artificial intelligence and automation in Florida government. Panelists from Worldwide Technology, OpenAI, the James Madison Institute, and the Florida Digital Service described AI as a tool to improve efficiency, constituent services, fraud detection, translation, HR workflows, public safety, and regulatory review, while emphasizing that AI should supplement rather than replace workers. They also stressed the importance of data readiness, workforce training, governance, and having existing technology systems and policies in place before broader deployment.
Members asked about public records concerns, vendor vetting, model integrity, and how to balance innovation with privacy and security. Chief Schoonover said agencies are already using or exploring AI in areas such as Medicaid analysis, environmental data, emergency management, tax forms, and child support, and noted that the Digital Service publishes prohibited vendor and application lists. OpenAI discussed its red teaming, safety evaluations, privacy controls, and government products such as ChatGPT Gov, and said it does not train on personal data or target users with ads.
The committee also discussed concrete examples of efficiency gains, including reduced call times, faster translation turnaround, and streamlined HR classification work, as well as concerns about job disruption and constituent access. In closing, members raised data center infrastructure and energy needs, with panelists noting that AI depends on substantial compute, power, cooling, and utility capacity. The chair concluded by encouraging continued dialogue and noting that future AI legislation should be targeted to specific problems rather than overly broad.
MN
Minnesota 2025-2026 Regular Session
House Agriculture Finance and Policy Committee 2/12/25
Agriculture Finance and Policy
Transcript Highlights:
- in Minnesota: Crookston, where we mainly have administrative personnel; Marshall, where we have analytical
- laboratory and bio-industrial analytical capabilities; St.
- We have two food scientists, one meat scientist, a food business development director, and an analytical
- c> that<00:10:01.240>
supports <00:10:01.600>a <00:10:01.720>lot uh an analytical - lab that supports a lot uh an analytical lab that supports a lot of<00:10:01.920>
our <00:10:02.040
MN
Minnesota 2025-2026 Regular Session
House Fraud Prevention and State Agency Oversight Policy Committee 7/8/25
Fraud Prevention and State Agency Oversight Policy
Transcript Highlights:
- Like I said, we're doing our own data analytics.
- We're leveraging the private sector on data analytics and audits.
- Like I said, we're doing our own data analytics.
- We're leveraging the private sector on data analytics and audits.
- Like I said, we're doing our own data analytics.
TX
Texas 89th Regular
Delivery of Government Efficiency Mar 5th, 2025
Delivery of Government Efficiency
Transcript Highlights:
- All of our tools and all of our operations are driven by data analytics.
- We have a very strong and robust technology division with data analytics. who are looking and working
- One of our data analytics exercises. These are behavioral health providers.
- We have a robust data analytics team.
- And we use robust analytical tools.
OK
Oklahoma 2026 Regular Session
Postsecondary Education Apr 7th, 2026 at 10:30 am
Postsecondary Education
Transcript Highlights:
- We've determined if you made this score on this assessment, we know that you have the following analytical
Keywords:
education, concurrent enrollment, students, age restrictions, academic access, apprenticeship, career education, youth programs, employment, technology centers, SB1593, OSU Tulsa, Oklahoma State University/Tulsa, Board of Trustees, higher education, university governance, A&M Board, Oklahoma Agricultural and Mechanical Colleges, presidential search, board rules
AR
Arkansas 2026 1st Special Session
LEGISLATIVE JOINT AUDITING-STATE AGENCIES Mar 12th, 2026
LEGISLATIVE JOINT AUDITING-STATE AGENCIES
NM
Transcript Highlights:
- And from that, I was able to work in Farmington, New Mexico, in an analytical environmental laboratory
Keywords:
appropriation, higher education, sports facilities, community college, Luna Community College, KANW, educational radio, rural news, public education, funding, education, documentary, historical figure, Padre Antonio Jose Martinez, cultural heritage, research funding, federal funding, New Mexico, University of New Mexico, New Mexico State University
KY
Kentucky 2026 Regular Session
Medicaid Oversight and Advisory Board (1-12-26)
Transcript Highlights:
- I would recommend that the Office of Health Data and Analytics and LRC take some of those previous reports
- <00:28:23.440>
Health <00:28:23.600>Data <00:28:23.800>and <00:28:23.920>Analytics - <00:28:24.560>
and Office of Health Data and Analytics and Office of Health Data and Analytics
Summary:
The Medicaid Oversight and Advisory Board met on January 12, 2026, to approve the December 10, 2025 minutes and continue finalizing its findings and recommendations. Members reviewed findings on administrative inefficiencies, Medicaid and workforce participation under HR 1, Medicaid budget growth, rural health transformation fund development, and provider tax/state-directed payment changes. The board approved a motion to change “pilot” to “partnership” in the workforce-related recommendation, and also adopted a technical amendment clarifying overlapping HCBS services by removing reference to adult daycare waiver services and revising the language to focus on reducing duplication, simplifying provider contracting, and standardizing processes across programs. A separate technical correction was noted to change “DMS” to “DPH” in the rural health transformation finding, to be handled in the final edits.
Several findings drew discussion but no final substantive vote during the meeting. On the rural health transformation fund, Dr. Berg said Kentucky had done well in federal funding and noted limits on what could be shared publicly, while Commissioner Lee said a public website had been created and recommended the department reference be changed to the Department for Public Health. Finding five prompted extended discussion about provider taxes, state-directed payment reductions under HR 1, and whether the board should address the relationship between actuarial studies, MCO payments, and actual provider reimbursement more directly. Senator Meredith and others argued for a broader, more transparent baseline review of rates across provider groups, while Commissioner Lee said CMS will require certain fee schedule comparisons to Medicare beginning July 1, 2026, and that quarterly expenditure reports already go to LRC.
The board did not finish resolving finding five during the meeting and agreed to return to it after staff prepared more explicit language. Members also discussed the possibility of an all-payers claims database as a better way to understand what is being paid across payers and services. No final vote on the full findings package was taken in the portion of the meeting provided, but the board did adopt the noted amendments and continued working through the remaining language.