Video & Transcript Research : 'analytics'
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US
US Federal 2025-2026 Regular Session
Hearings to examine research security risks posed by foreign nationals from countries of risk working at the Department of Energy¿s National Laboratories and necessary mitigation steps. Feb 20th, 2025 at 09:00 am
Energy and Natural Resources Committee
Transcript Highlights:
- of the individual programs that have been put in place by agencies such as ARTES and NSF Secure Analytics
Keywords:
national security, Department of Energy, foreign espionage, security protocols, Chinese Communist Party, national laboratories, research security
Summary:
The Senate Energy and Natural Resources Committee convened to address pressing issues related to research security risks at the Department of Energy, focusing specifically on foreign nationals' access to sensitive information. The meeting highlighted the increasing threats posed by espionage from the Chinese Communist Party, which has sought to infiltrate U.S. national laboratories and exploit American research for military purposes. Discussions included the importance of tightening security protocols to safeguard national interests and maintain technological advantages. Witnesses provided insight into historical contexts and current vulnerabilities, emphasizing that without proper measures, the gaps could jeopardize national security.
FL
Florida 2026 Regular Session
Children, Families, and Elder Affairs Feb 11th, 2025
Children, Families, and Elder Affairs
Transcript Highlights:
- in groups to solve complex problems, and case-based learning uses detailed scenarios to develop analytical
Summary:
The committee heard three presentations focused on child welfare workforce development and the needs of children in Florida’s dependency system. First, the Florida Institute for Child Welfare described its Grow Center and related initiatives, including academic curriculum enhancements, simulations, virtual reality training, coaching, on-demand learning, advanced certifications, and the planned Tallahassee learning lab opening in January 2026. Members asked about conflict resolution, domestic violence, addiction, and microcredentials; the presenter said the institute is expanding training in those areas and is working with DCF to align advanced certifications with the department’s career ladder.
The Department of Children and Families then presented on the Continue the Mission initiative, which recruits veterans, military spouses, and former law enforcement officers into CPI, API, and case management roles. DCF said it has held more than 240 hiring events and hired 372 such workers since launch, while also improving recruitment and retention through higher starting pay, streamlined hiring, rebranding, wellness supports, and enhanced pre-service training. Senators asked about PTSD concerns, staffing levels, caseloads, hotline vacancies, and salaries; DCF said it had not seen direct PTSD issues from the hiring effort and provided figures including a $50,000 starting salary for CPIs, $37,000 for APIs, and average caseloads of 12 to 15 investigations for CPIs and about 10 for APIs.
Finally, DCF discussed the increased acuity of children in the dependency system, explaining that fewer children are entering care overall but those who do often have more complex behavioral, mental health, developmental, or medical needs. The department highlighted a new Behavioral Qualified Residential Treatment Program (BQRTP) designed for youth who need more intensive support than traditional foster or group home settings but do not require inpatient psychiatric treatment; one facility is licensed with 12 of 14 beds filled, and DCF said it is seeking funding for placement for 230 youth total. Members pressed for details on licensure timelines, standards, funding, and the handling of crossover youth and lockouts, and DCF said it uses braided funding and works with DJJ, APD, and lead agencies through local and state review teams. A representative of the Florida Coalition for Children also testified, saying the issue is complex and multi-year, and that the coalition is working on possible legislative and programmatic solutions. The committee took no formal votes and adjourned after the presentations and discussion.
CA
California 2025-2026 Regular Session
Senate Budget and Fiscal Review Subcommittee No. 3 on Health and Human Services May 7th, 2026
Transcript Highlights:
- anecdotal stories of what people actually experience, and sometimes anecdotal data is contrary to analytical
- anecdotal stories of what people actually experience, and sometimes anecdotal data is contrary to analytical
- anecdotal stories of what people actually experience, and sometimes anecdotal data is contrary to analytical
Summary:
The subcommittee heard an overview of the governor’s IHSS budget proposals and then took public testimony from the administration, LAO, county representatives, labor, consumer advocates, and an aging/disability advocacy group. The administration described IHSS as a large Medi-Cal long-term services program serving more than 900,000 recipients and proposed three changes: shifting some growth costs tied to authorized hours per case to counties, eliminating the statewide backup provider system, and aligning IHSS terminations with Medi-Cal terminations. The administration also discussed the earlier CFCO reassessment penalty change for counties and said overdue reassessments had dropped significantly.
LAO said the governor’s overall IHSS cost estimates appeared reasonable, but raised concerns about the hours-per-case cost shift, including unclear root causes for growth, limited county control over statewide averages, and uncertainty about the eventual savings. County Welfare Directors Association, SEIU, and consumer/advocacy witnesses opposed the hours cost shift, arguing counties use state tools, the proposal would pressure counties to cut services, and it could harm older adults and people with disabilities by increasing institutionalization and shifting costs elsewhere. The chair and members repeatedly questioned the rationale for the proposal, the lack of a defined baseline, and whether the current assessment tools or MOE structure should instead be revisited.
On the backup provider system, the administration said the program is underused and costly to administer relative to service spending, while LAO suggested the Legislature consider whether administrative costs could be reduced instead of eliminating it. County, labor, and consumer witnesses opposed the cut, saying the system is a critical emergency safety net even if utilization is low, especially for rural areas and people with complex needs. Members also asked about data quality, county backup systems, and whether consumers know the program exists. On the Medi-Cal/IHSS alignment proposal, the administration said automation would stop General Fund-only spending when recipients lose Medi-Cal and restore IHSS automatically when Medi-Cal is regained; LAO and others noted the proposal had been rejected before and urged better notices and safeguards. Witnesses warned that automatic termination could create gaps in care and unpaid work for providers, while the department said counties already manually terminate in some cases and that automation is ready if approved. No votes were taken in the excerpt, and the chair indicated the committee would continue with public comment and later items before a hard adjournment time.
MN
Transcript Highlights:
- Automated decision systems, or ADSs, are AI tools, essentially machine learning algorithms and data analytics
- Automated decision systems, or ADSs, are AI tools, essentially machine learning algorithms and data analytics
- definition is broad enough to encompass routine behavioral and transactional information used in business analytics
TX
Transcript Highlights:
- One project was to rebuild an internal database that is central to all the analytical work the PRB produces
- how do we get them the information that they need to do that job, who's gonna help them with the analytics
- do we get them the information that they need to do that job, who's going to help them with the analytics
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Advanced Information Technology, the Internet and Cybersecurity Jun 21st, 2026 at 01:00 pm
Joint Committee on Advanced Information Technology, the Internet and Cybersecurity
Transcript Highlights:
- Companies such as TikTok and Meta, which owns Facebook and Instagram, are constantly tracking analytics
- Apps like TikTok and Instagram track so many analytics that they can find out if one person is insecure
Summary:
The committee held its second hearing on a large docket of technology, internet, cybersecurity, broadband, and media bills. Early testimony focused on community media funding legislation, with lawmakers and local access advocates arguing that as cable subscriptions decline and streaming grows, revenue tied to cable franchises no longer supports community television and PEG programming. Supporters said community media remains a key source of local news, government meeting coverage, and civic transparency as newspapers disappear or consolidate. A related bill on cable contract oversight also drew support, with testimony that the Department of Telecommunications and Cable is backlogged and should more actively review municipal-provider agreements and report its workload to the committee.
Another major topic was a proposal to create a Massachusetts Innovation Fund for state IT modernization. The Alliance for Digital Innovation backed the bill, saying agencies need flexible upfront capital to replace outdated systems and improve cybersecurity, and pointing to the federal Technology Modernization Fund as a model. The witness noted that funding for the state program still needs to be identified. The committee also heard strong support for a bill requiring free broadband in public housing, with Rep. Emmela Goodwin and MAPC describing internet access as essential for jobs, school, telehealth, and civic participation. They said the digital divide in Massachusetts is driven largely by affordability rather than infrastructure, though questions were raised about costs, wiring, and whether all housing sites already have broadband access available at the curb.
A substantial portion of the hearing centered on bills to limit addictive social media feeds for minors. Supporters, including lawmakers, parents, teens, and advocacy groups, argued that algorithmic feeds contribute to addiction, anxiety, body image problems, and other harms, and said the bills would restrict surveillance-based curation and overnight notifications while leaving search and followed accounts available. Opponents, including FIRE, CCIA, and the Taxpayers Protection Alliance, argued the bills would require invasive age verification, threaten privacy and cybersecurity, burden adults’ anonymity, and likely face First Amendment challenges. They also warned the measures could disadvantage smaller businesses and may be unconstitutional based on recent court rulings in other states. The committee also heard support for blockchain-related bills creating a commission, a pilot program, and consumer education efforts, with testimony that Massachusetts has the talent but needs a coordinated state strategy. No votes or final actions were taken during the hearing.
NM
New Mexico 2026 Regular Session
Senate Chamber Jan 23rd, 2026 at 10:43 am
New Mexico Senate Floor Meeting
TX
Transcript Highlights:
- Department of War, HHS, Centers for Disease Control and Prevention, and others to develop predictive analytics
- So I had mentioned that predictive analytic forecasting and modeling products and expertise that we're
Summary:
The joint hearing focused on preparedness for the New World screwworm threat and brought together the House Committees on Culture, Recreation, and Tourism and Agriculture and Livestock. USDA officials, Texas Department of Agriculture Commissioner Sid Miller, and Texas Animal Health Commission leadership described the pest as a serious risk to livestock, wildlife, rural economies, and beef prices, and emphasized coordination among federal, state, industry, and Mexican partners. Witnesses repeatedly stressed that Texas is currently seeing no confirmed U.S. detections, but that recent confirmed cases in northern Mexico, including Nuevo León, remain a concern because of their proximity to the border.
USDA testimony outlined current surveillance and response efforts, including more than 120 screw worm-specific traps along the Texas border and neighboring states, thousands of additional dual-purpose traps, wildlife inspections, weekly coordination with Mexico’s Senasica, and a new USDA New World Screwworm Directorate. Officials said the existing Panama sterile fly facility is maxed out at about 100 million flies per week, while a dispersal facility in Tampico is helping move flies farther north in Mexico. They also described plans for a retrofitted sterile fly facility in Metapa, Mexico, expected to come online in 2026, and a new domestic production facility at Moore Air Base, with phase one targeted for late 2026 or early 2027 and phase two adding substantially more capacity later.
Members pressed USDA on timelines, production capacity, the reliability of Mexican reporting, the risk from wildlife, and whether modular or mobile facilities could be deployed faster. USDA said it is also exploring innovative technologies, including a genetically engineered sterile male fly, but that such tools still require EPA review and field validation. Commissioner Miller highlighted Texas biosecurity efforts, five permanent inspection stations, cooperation with FDA and EPA on treatments such as Exzolt, and other pest issues affecting Texas agriculture. He also noted research into fly bait and private-sector efforts to speed sterile fly production.
Texas Animal Health Commission officials described extensive state preparedness work, including weekly coordination calls, field response trainings, outreach to producers and veterinarians, and a Texas Screwworm Response Team. They said Texas has trained more than 100 inspectors and other personnel, with additional trainings planned, and that the state is expanding its cattle fever tick rider program. No votes or formal committee actions were taken during the hearing; the main action was the exchange of testimony and questions about readiness, surveillance, and facility timelines.
TX
Transcript Highlights:
- One project was to rebuild an internal database that is central to all the analytical work the PRB produces
- do we get them the information that they need to do that job, who's going to help them with the analytics
Bills:
SB 1
Keywords:
campground safety, youth camp regulations, flood safety, emergency evacuation, health and safety standards
Summary:
The committee heard budget presentations from the Legislative Budget Board and agency officials on several agencies, starting with the Texas Historical Commission. LBB described a large biennial reduction driven mainly by the removal of one-time funding and discussed capital projects, rider changes, and exceptional items including Presidio La Bahia and the National Museum of the Pacific War. Senators asked about heritage trails, courthouse grants, unexpended balance authority, and the status of historical-site funding. Historical Commission leadership emphasized preservation, courthouse restoration, heritage tourism, coordination with the Alamo and other Texas Revolution sites, and requested additional IT, staffing, and vehicle funding. No votes were taken.
The committee then reviewed the Pension Review Board and the Employees Retirement System. The Pension Review Board’s budget was largely unchanged aside from IT maintenance and salary adjustments, with an exceptional item for additional IT enhancements. Members discussed the Dallas Police and Fire Pension System’s funding dispute and the need for a workable restoration plan. ERS presented a much larger budget, including funding for the retirement system, the group benefits plan, and the legacy payment intended to reduce unfunded liability. Senators focused heavily on pension investment returns, benchmark comparisons, and rising health-care costs, especially pharmacy spending driven by GLP-1 drugs; ERS said the plan covers about 540,000 lives and that premiums would rise 8% while benefits remain unchanged. ERS also said it had no exceptional items, and committee members requested more detailed benchmark information.
The committee also heard from the Texas Emergency Services Retirement System and the Cancer Prevention and Research Institute of Texas. TESSORS reported an unfunded liability, an infinite amortization period, and requested additional state support, staffing, and IT funding, including a statutory change to allow a higher contribution level; the agency warned that without more funding it may have to cut benefits. CEPRIT’s presentation covered its bond-funded cancer research and prevention portfolio, revenue-sharing from funded projects, and a request to increase salary limits for its CEO and chief scientific officer. Senators questioned CEPRIT’s accomplishments and return on investment, while CEPRIT cited screening, prevention, and research outcomes, including tens of thousands of detected cancers and precursors and hundreds of thousands of first-time screenings. The meeting ended after these presentations and questions, with no recorded committee action or vote.
VA
Virginia 2026 1st Special Session
Commission on Unemployment Compensation Jul 9th, 2026
Transcript Highlights:
- There are a lot of analytics and numbers involved, naturally.
Summary:
The Commission on Unemployment Compensation met, established a quorum, and elected Delegate Destiny LeVere Bolling as chair and Senator Mike Jones as vice chair. The commission also adopted its electronic meeting policy and heard introductions from new members, staff, and officials from the Secretary of Labor’s office and the Virginia Employment Commission (VEC). Secretary Jessica Lumen outlined the administration’s workforce and labor priorities, including supporting workers, employers, and program transparency, while members raised concerns about business climate, job losses, labor participation, and the implementation of paid family and medical leave.
Staff provided legislative updates on recent unemployment-related bills. These included increases to the weekly unemployment benefit amount enacted in 2025 and 2026, a bill on labor dispute disqualification that changed how lockouts are treated for benefit eligibility, and a budget item providing $75,000 for actuarial support to the commission. The commission also discussed the 2025 work group on annual adjustments to weekly benefit amounts; staff reported that the work group did not complete its charge, and members agreed to revisit whether to reconstitute it at a future meeting. Delegate Martinez expressed support for continuing the work, and the chair said the issue would be taken up at the next meeting.
Deputy Commissioner Joanna Darkus gave a detailed presentation on Virginia’s unemployment insurance system, including current claims data, eligibility rules, employer tax structure, benefit levels, trust fund solvency, fraud prevention, and customer service operations. She reported that Virginia’s unemployment rate remains low, weekly claims are modest, the current weekly benefit range is $160 to $478, and the trust fund balance factor is projected at 50.9 percent, near the threshold for additional employer charges. Members asked about the taxable wage base, trust fund solvency, the effect of benefit increases, fraud controls, and the planned paid family and medical leave program. VEC said it is implementing that program through regulations, staffing, IT procurement, public listening sessions, and consultation with other states. A public commenter from the Virginia Poverty Law Center urged the commission to strengthen state investment in unemployment insurance and warned that federal support is uncertain. The commission then adjourned without taking further action.
VA
Virginia 2026 Regular Session
Commission on Unemployment Compensation Jul 9th, 2026
Transcript Highlights:
- There are a lot of analytics and numbers involved, naturally.
WA
Washington 2025-2026 Regular Session
House State Government & Tribal Relations Jun 22nd, 2026 at 12:00 pm
State Government & Tribal Relations
OK
Oklahoma 2026 Regular Session
Oklahoma Education Commission Apr 2nd, 2026 at 01:00 pm
Oklahoma Education Commission
FL
Florida 2025 Regular Session
November 18, 2025 - 03:30 PM
Transcript Highlights:
- requirements, MS owes who do have data analyst and they may they may employ, you know, quality and analytic
FL
Florida 2026 5th Special Session
Education Pre-K - 12 Oct 15th, 2025
Transcript Highlights:
- We can help to identify misconceptions through advanced analytics.
Summary:
The Committee on Education Pre-K through 12 held a panel discussion on artificial intelligence in K-12 education. Dr. Maya Israel of the University of Florida gave an overview of AI literacy, emphasizing that AI can support personalized learning, school operations, and teacher efficiency, but also raises concerns about data privacy, overreliance, mental health, and the need for human oversight. She described the Florida K-12 AI Task Force, which has produced guidance on policy, ethics, privacy, cybersecurity, classroom integration, and professional development, and is now working on district surveys, webinars, case studies, and teacher/family resources.
Superintendents Van Ayers of Hillsborough County and Kevin Hendrick of Pinellas County described district-level implementation. Hillsborough outlined a governance council, a district AI policy, and an implementation guide; it prohibits generative AI for students below eighth grade, allows limited use for older students with teacher permission and district-vetted tools, and uses models for classroom AI expectations. The district also reported growing student enrollment in AI courses, teacher training through summer academies and quick learns, and pilots with tools such as Magic School and Microsoft Copilot. Pinellas emphasized academic integrity, student data privacy, digital responsibility, and the importance of human interaction in learning; it said state assessments already limit technology use and that districts need clear governance and parent transparency.
Committee members asked about whether AI improves academic performance, the risk of student dependence, the possibility of returning to more paper-based testing, and who should set guardrails. Witnesses said reliable achievement data is still limited because the technology is new, though districts reported anecdotal gains in tutoring and early literacy. They also said there is no established statewide baseline for teacher AI training yet, so districts are using professional development, stipends, and partnerships with universities to build capacity. The committee also heard from Drew Andrew of FSU’s Inspire program, who argued that industry is moving faster than schools and that education should focus on teaching how AI works, building teacher confidence, and aligning training with workforce needs. No bills were considered and the meeting ended with a motion to adjourn, which was adopted.
NM
New Mexico 2025 Regular Session
IC - Science, Technology and Telecommunications Aug 25th, 2025
Science, Technology & Telecommunications Committee
Transcript Highlights:
- you take a step back and take a look at K-12, higher education, and as recent as the Healthcare Analytics
TX
Transcript Highlights:
- I know that the Attorney General's office did more of an analytical process and provided more legal assistance
Bills:
SB 2, SB 5, SB 9, SB 7, SB 17, SB 4, HB4, HB1, HB3, HB20, HB22, SB9, SB7, SB17, SB4, HB4, SB2, SB5
Keywords:
disaster relief, flood preparedness, emergency funding, local government support, meteorological forecasting, school assessment, public education, accountability, transparency, education standards, STAAR, Texas Education Agency, TEA, public school accountability, school ratings, A-F ratings, assessment reform, student testing, benchmark tests, interim assessments
NM
New Mexico 2025 Regular Session
IC - Legislative Health and Human Services Jun 27th, 2025
Legislative Health & Human Services Committee
Transcript Highlights:
- or senator, I've been a huge advocate, uh, on some of these programs, but I've also, um, From an analytical
TX
Transcript Highlights:
- I'm an assistant professor of data analytics at Troy University, but this is my professional opinion
Keywords:
licensing, reciprocity, regulation, Texas Department of Licensing and Regulation, interstate agreements, nuclear energy, advanced reactors, energy security, grant programs, Texas Advanced Nuclear Energy Office, HB 132, Texas Government Code Chapter 418, Public Information Act, confidential records, homeland security, foreign adversary, terrorism, critical infrastructure, emergency response, law enforcement
Summary:
The meeting was a thorough exploration of multiple bills, most notably focused on innovative energy solutions and public safety enhancements. Key discussions centered around HB14, which aims to bolster the state's nuclear energy capabilities through the establishment of a Texas Advanced Nuclear Energy Office. Senators and expert witnesses discussed the potential of nuclear power as a clean energy source and a strategic necessity for Texas's growth. There was strong support for the bill, with various stakeholders highlighting its importance for the future energy landscape. Additionally, other bills like HB132 addressed the need for enhanced confidentiality protections regarding sensitive information, while HB1584 sought improvements in power restoration procedures during emergencies. Overall, the committee engaged with multiple viewpoints, balancing innovation with safety and ethical considerations.
US
US Federal 2025-2026 Regular Session
Hearings to examine certain pending nominations. May 1st, 2025 at 08:30 am
Senate Armed Services Subcommittee on Personnel
Transcript Highlights:
- or, if necessary, defeat our adversaries. would encourage the enterprise to reassess established analytical
Keywords:
Department of Defense, nominations, Matthew Lohmeyer, Justin Overbaugh, global security, military readiness, NATO, Russia, China, defense infrastructure
Summary:
The meeting was primarily focused on discussing nominations for key positions within the Department of Defense, specifically for roles such as the Undersecretary of the Air Force and the Deputy Undersecretary of Defense for Intelligence and Security. Senators expressed urgent concerns about global security threats, the need for robust military readiness, and the emphasis on effective collaboration with NATO allies amidst rising tensions with adversaries such as Russia and China. Several senators highlighted the challenges facing military infrastructure and defense capabilities, suggesting a critical need for improvements and investment in these areas to ensure national security.