Video & Transcript Research : 'machine learning'

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TX
Transcript Highlights:
  • And I'm talking another category. as well possession of prohibited weapons, which involves machine guns
  • How do you justify someone who's charged with... possession of a prohibited weapon, a machine gun, getting
  • facts should be arbitrarily bailing out criminals, especially on the taxpayer's dime, which I didn't learn
  • Marissa Grimes' parents were calling a missing persons report in, and obviously what police later learned
US

US Federal 2025-2026 Regular Session

US House Floor Proceedings (Tuesday, September 16, 2025)

US Federal House Floor Meeting

Transcript Highlights:
  • She exhibited raw courage, loyalty, perseverance, high learning, precious humor, and stellar insight
  • But I'm trying not to speak like a machine gun anymore; I'm trying to slow down.
  • But I'm trying not to speak like a machine gun anymore; I'm trying to slow down.
  • And in the way-back machine, like... Going to spend $1.43. How long is that sustainable?
  • And in the way-back machine, like...
MN

Minnesota 2025 1st Special Session

House Energy Finance and Policy Committee 2/13/25

Energy Finance and Policy

Transcript Highlights:
  • She says these noisy machines do not belong in residential areas, and citing them correctly would go
  • do not belong in noisy machines do not belong in residential<00:26:25.520> areas<00:26:26.520
  • I’ve actually been excited to talk about them a little bit and learn more about them.
  • This is a new thing, so we're learning new things.
  • is it's a new thing so we're learning is it's a new thing so we're learning new<01:20:03.280>
Keywords: 1183, house
MN

Minnesota 2025-2026 Regular Session

House Agriculture Finance and Policy Committee 3/4/26

Agriculture Finance and Policy

Transcript Highlights:
  • <00:48:18.160> more fully admit I'm I'm still learning more fully admit I'm I'm still learning
  • I feel like the, you know, we need to learn lessons in agriculture.
  • lessons in agriculture we need to learn lessons in agriculture the<00:58:09.599> consolidation
  • our lessons from very quickly and learn our lessons from very quickly and thank<00:58:36.720> you
  • McCormack designing a threshing machine and simply cutting grain. He said Mr.
Bills: HF3718
Summary: The Agriculture Finance and Policy Committee met with quorum present, approved the March 2 minutes, and then heard a presentation on economic consolidation in agriculture from Austin Ferk, who said he was not taking additional public testimony. Ferk argued that consolidation in meat, dairy, and grain markets has squeezed farmers on both input and output prices, raised consumer prices, and reduced product quality. He used charts and examples to claim that concentrated markets lead to price gouging, that farmers now receive a historically low share of each food dollar, and that industrial production has contributed to environmental problems, especially in Iowa. Ferk focused on several large agribusiness firms, especially JBS and Cargill. He described JBS as a dominant meatpacker with a history of bribery allegations and market power across beef, pork, poultry, and leather, and said its ownership of brands can obscure who is actually selling the product. He also criticized Cargill as an opaque, privately held company with enormous influence over grain and food markets, and said the farm bill and crop insurance system have been shaped to favor overproduction of corn and soy rather than diversified farming. He argued that these policies, along with ethanol demand and export-oriented livestock production, have harmed rural communities, increased manure and nitrate pollution, and contributed to health problems. In the latter part of the presentation, Ferk discussed antitrust and policy responses, including concentration studies, a proposed packer ban that would prevent meatpackers from owning the animals they slaughter, and restrictions on slotting fees and other pay-to-play practices in grocery retail. He also referenced the failed Kroger-Albertsons merger as an example of consolidation harming local communities. No committee vote or formal action was taken on the presentation beyond approving the minutes.
FL

Florida 2026 Regular Session

Commerce and Tourism Jan 13th, 2026

Commerce and Tourism

Transcript Highlights:
  • Large farm and construction and forestry equipment is very sophisticated machines, and every year we
  • The latest technology and the product support infrastructure that enables us to support machine uptime
  • people provide our customers with vast technical knowledge of our products and parts that keep their machines
  • information used by our authorized dealer technicians. ...of our products and parts that keep their machines
Summary: The Commerce and Tourism Committee met with a quorum and considered several bills, most of them receiving favorable reports. SB 386, relating to farm equipment repair rights, was briefly explained by the sponsor as a lemon-law style measure for farm equipment; it passed without questions or debate. SB 528, aimed at strengthening Florida’s manufacturing sector by expanding Department of Commerce responsibilities, codifying the chief manufacturing officer role, creating a workforce development grant program, and requiring reporting, drew support from several appearance forms and was reported favorably. SB 806, a broader right-to-repair bill covering portable wireless devices and agricultural equipment, drew the most discussion: dealership and industry representatives opposed it, arguing existing manufacturer agreements already provide access to repair information and that the bill could force manufacturers into competition with dealers, while supporters framed it as pro-consumer and pro-repair access; it was still reported favorably. SB 696 on trademark registration modernization and SB 930 creating a Florida Retirement Savings Task Force were both explained as administrative/policy measures and passed without opposition. SB 874, which creates a professional licensure reciprocity path for out-of-state surveyors and mappers to address workforce shortages, also passed favorably. The committee then took up SB 826 on gift certificates, which the sponsor said is intended to target bank-branded “reward cards” that function like gift cards but expire, while not affecting loyalty programs. The Florida Restaurant and Lodging Association expressed concern about unintended consequences and asked to work on tighter definitions, but the bill was reported favorably after the sponsor said clarifying language would be added later. The committee also heard SB 838, as amended, on electronic payments for retail installment contracts; the sponsor said it would clarify that reasonable convenience fees for optional electronic payments are permissible, require disclosure, and preserve a fee-free option. Members raised concerns about what counts as a “reasonable” fee and whether the bill could authorize junk fees, but the committee substitute was reported favorably. Several votes were taken by roll call, with the bills above reported favorably and SB 898 temporarily postponed at the sponsor’s request. Members later asked to be recorded as voting affirmatively on bills they had missed. The meeting concluded after the final vote on SB 838 and a motion to adjourn.
OK
Transcript Highlights:
  • replacing where I walk up to TSA... bag on the, the carousel and you're gonna stand in there near machine
  • We have the camera now on the front of that CAT machine that is doing that photo capture that is then
  • There are at least CAT-1 machines, credential authentication first-generation devices, in every airport
  • There are at least CAT-1 machines, credential authentication first-generation devices, in every airport
  • If they run into an instance where the machine, the facial recognition, doesn't match, they can do a
Summary: The committee held an interim study on airport security vendors, prompted by Representative Hayes’s earlier House Bill 1271, which would have restricted Oklahoma airports from contracting with third-party identity verification companies such as Clear. Hayes explained the bill stemmed from concerns raised after a December 2022 TSA letter and broader questions about whether these vendors create security risks or bypass TSA screening. The committee heard first from Clear, then Idemia, and then Tulsa International Airport, with members focusing on how identity verification works, whether it differs from TSA screening, and whether the state should regulate these services. Clear’s representative said the company provides an opt-in biometric identity verification service at airports, not physical screening, and that every passenger still goes through TSA screening. He said Clear operates in about 60 airports in roughly 40 states, has about 40,000 members in Oklahoma, and has paid more than $1.1 million to Oklahoma airports since launching in the state. Members questioned how Clear verifies IDs, whether Real ID is required, whether the company can manually override biometric checks, whether it shares data, and whether it has had security issues. Clear said it uses source corroboration with state DMV systems, does not sell data, has no manual override, and has worked with TSA on security upgrades after earlier concerns. Idemia’s representative described the company’s broader biometrics work for Oklahoma and the federal government, including fingerprint systems for the Oklahoma Bureau of Investigation, civilian background-check enrollment, TSA checkpoint credential authentication technology, and TSA PreCheck enrollment. She said Idemia’s role stops at identity verification and that TSA retains responsibility for screening and for decisions about who enters trusted traveler programs. Tulsa International’s COO said Clear does not replace TSA, that TSA retains exclusive authority over screening, and that the airport leases space to Clear and receives revenue from the arrangement. No vote was taken, and the meeting ended after questions and testimony.
WV

West Virginia 2026 Regular Session

Senate in Session Mar 10th, 2026 at 05:02 pm

West Virginia Senate Floor Meeting

Transcript Highlights:
  • The clerk will prepare the machine. Is every member voted? So the clerk closed the machine.
  • So clerk closed machine, nash teen results.
Keywords: 994, senate, all
Summary: The Senate first took up Senate Bill 155 on adjunct teaching permits. After adopting a Senate amendment to the House amendment, the chamber concurred in the House amendment as amended and passed the bill 33-0, with one member absent and not voting. The amendment was described as creating an exception so a criminal history check would not be required every year, and the bill was presented as a tool to help county boards fill vacancies, especially in shortage areas. The chamber then received a large number of committee reports and advanced several House bills on first reading. These included measures on creating the Team West Virginia Corporation, establishing the West Virginia Collaboratory, the Foster Youth Post-Secondary Transition Awareness Act, business-ready site programs, volunteer fire company allowances, extending qualified opportunity zones, natural resource police retirement, PEIA treatment flexibility, PANS/PANDAS, ALS care services, abuse prevention, the respiratory care interstate compact, peer support services, tax lien sales, the Neighborhood Investment Program, bonds for the Science and Culture Center, and a comprehensive energy development policy and plan. Several bills were reported as amended by committees, and one energy bill was referred to the Rules Committee. Additional committee action included reports on a bill to repeal the school-transfer eligibility protection, a load forecast accountability bill, oil and gas well plugging provisions, a TANF drug-screening extension, and a bill authorizing the Supreme Court of Appeals to create child protection commissioners. Most of these were advanced on first reading after unanimous consent. The Senate then moved to adjourn until the next day, with announcements of upcoming committee meetings before the chamber adjourned.
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Health Care Financing Jun 21st, 2026 at 11:00 am

Joint Committee on Health Care Financing

Transcript Highlights:
  • My daughter required 24-7 home nursing, of which I spent more than 18 years learning to be a nurse with
  • After learning, our daughter was obsessed with Minnie Mouse, Our doctor sculpted a bow and polka dots
  • I have learned the following three things since making this change last summer.
  • I live in Dartmouth, and I'm a retired president of the United Electrical Radio and Machine Workers of
  • At six years old, she learned to eat, and her feeding tube was removed.
Keywords: 995, all
Summary: The Joint Committee on Health Care Financing held a public hearing on 16 bills, with the chairs noting a busy legislative day and asking speakers to keep testimony brief. The committee first heard testimony on Senate 860/House 1405, the Medicare for All bill, with Sen. Jamie Eldridge and many advocates, clinicians, municipal officials, and patients arguing that a single-payer system would make care a right, reduce administrative waste, lower costs, and protect residents from rising premiums, medical debt, and hospital closures. Several speakers cited the Steward hospital crisis, affordability problems, and polling or ballot questions showing public support for single-payer coverage. No vote was taken during the hearing. The committee then took testimony on S. 863, a bill on non-opioid options for chronic pain. Pain specialists, patients, and advocates said the bill would improve care coordination for MassHealth members, expand access to non-opioid medications, require provider education, and collect data on chronic pain. Testifiers described long delays in diagnosis and treatment, stigma toward pain patients, and the need for multidisciplinary care and transportation support. Again, the committee heard testimony only and took no action. A large portion of the hearing focused on H. 1360/S. 869, which would prevent discrimination against people with disabilities in health care. Disability advocates, clinicians, and patients described being denied or delayed care, pressured into DNR orders, or treated based on assumptions about quality of life rather than medical facts. Speakers referenced COVID-era crisis standards of care, discriminatory metrics, and personal stories involving canceled procedures, inadequate accommodations, and poor treatment in hospitals. Committee members thanked speakers for their testimony and said they would review the bill and its implications, but no vote was announced. The committee also heard testimony on H. 1399, an individual Medicare marketplace option for municipal retirees, where supporters said it would give cities and towns a lower-cost alternative for retiree health benefits through HRAs and individual Medicare plans. The hearing then returned to Medicare for All testimony, with additional supporters repeating arguments about cost, access, municipal budget pressure, and the need for global budgeting and universal coverage. The transcript ends with continued testimony and no recorded committee vote or final action on any bill.
NH
Transcript Highlights:
  • Um, and from that information, she<00:21:10.480> learned<00:21:10.720> that<00:21:10.960
  • There is nothing in the machine inherent that is going to say you're pointing at the wrong thing.
  • See, that's what happens when there's not a coffee machine for me. My words become less clear.
  • <02:06:00.000> My<02:06:00.159> words not a coffee machine for me.
  • My words not a coffee machine for me.
Keywords: 928, house, all
Summary: The subcommittee first took up House Bill 525, which would have transferred administration of the program for the deaf and hard of hearing and the related board to OPLC. The chair said the sponsor was no longer interested in moving forward, and Representative Schmidt moved ITL. The motion passed 14-0 with two members absent, and the bill was placed on the consent calendar. The committee then considered Senate Bill 182 on the maternal mortality review committee. The chair described a narrower amendment that would keep the name change, clarify operations so recommendations are returned to the appropriate entities, and expand contact with family members and close contacts, while dropping a proposed addition of a Department of Corrections member. The amendment was adopted unanimously, and the bill was then moved ITL and placed on the consent calendar. Senate Bill 185, dealing with OPLC investigations and backlog reduction, received an update from OPLC General Counsel Nicholas Fry. He described efforts to improve public communication, clear the complaint backlog, standardize intake and expert review, add automated responses and website updates, use weekly legal-viability reviews, create preliminary investigation protocols, and establish a process for law-enforcement referrals. Members asked about board involvement and criminal-conviction cases; Fry said boards are kept informed and that such matters can proceed either through complaints or application/background-check processes. Representative Groa requested a follow-up update in January, and the committee agreed to an oral report then if needed. The bill was then voted ITL unanimously and placed on the consent calendar. Finally, the committee heard House Bill 349 on optometrists performing ophthalmologic laser procedures. Dr. Angelique Sawyer testified in support, saying the amendment adds more specific proctoring and qualification requirements, based on language requested after earlier hearings, and that similar systems exist in other states. Representative Sers confirmed that the new sections were the key additions, while Representative Schmidt said he remained open to the concept but wanted a thorough review and asked about a subcommittee. The discussion was still ongoing when the transcript ended, with no vote recorded on HB 349.
CA

California 2025-2026 Regular Session

Assembly Elections Committee Sep 12th, 2025

Elections

Transcript Highlights:
  • He has been clear about his desire to attack vote-by-mail ballots and voting machines.
  • Just last month, President Trump made false statements declaring that many of the legitimate voting machines
  • SB 851 will ensure that voting machines in California continue to meet the highest industry standards
Keywords: 988, house, all
NH

New Hampshire 2026 Regular Session

House Finance Division III (04/20/2026)

Transcript Highlights:
  • We'll have the culinary lab where youth can learn to experiment with cooking and learning how to make
  • to experiment with uh can um learn to experiment with uh cooking<00:16:39.120> and<00:16:39.200
  • > learning<00:16:39.440> how<00:16:39.600> to<00:16:40.000> to<00:16:40.120
  • > make<00:16:40.360> food cooking and learning how to to make food cooking and learning
  • , as I recall, to the tune of machine, as I recall, to the tune of about<00:22:45.160> $300,000
Keywords: 1189, house, all
Summary: Division Three of the Finance Committee met in work session on April 20, 2026, to consider Senate Bills 481, 603, and 663, with the discussion focused primarily on SB 481, relative to the sale of the Sununu Youth Services Center property. The chair explained that the bill was advisory only and that the committee’s recommendations would go to full Finance on April 27. For SB 481, members reviewed conflicting provisions in the prior budget law about whether sale proceeds should go to the general fund or the Youth Development Center Claims and Administration Settlement Fund, and the bill was described as a compromise that would direct proceeds to the general fund before June 30, 2027, and to the settlement fund after that date. It was noted that the settlement fund had originally received about $20 million and had roughly $10 million remaining. The committee also received an extensive update from DCYF Director Marie Noonan on the new Youth Development Center in Hampstead. She reported that construction remained on schedule, with major structural and interior work complete, substantial completion expected in late summer or early fall 2026, and occupancy anticipated in early 2027. The presentation highlighted the facility’s design features, including single-occupancy bedrooms, sensory rooms, an education wing, medical and clinical suites, visitation space, a gym, and multiple outdoor courtyards, all intended to support a trauma-informed setting. Members asked about the facility’s funding, square footage, fencing, and scanner; staff said the building is about 34,000 square feet, funded entirely with federal ARPA state recovery funds to date, and that the scanner is on site but not yet operational pending policy and staff training. Committee members also raised concerns about the facility’s design and security. In response, DCYF said some concrete walls are required for structural and safety reasons, but they are being painted to maintain a brighter environment, and that the fencing will be about 15 feet high with privacy netting because the campus is shared with Hampstead. Officials said the new facility is legislatively limited to a maximum of 12 youth, while the current center can house 12 to 18, and emphasized that courts ultimately determine placements. No votes or final actions were taken during the work session.
TX

Texas 89th Regular

Senate Session Aug 19th, 2025

Texas Senate Floor Meeting

Transcript Highlights:
  • So I, she started punching in the machine. I don't even remember the language in the poll.
  • They don't have the time to come up here, maybe once in a while, but to really learn the process.
NH

New Hampshire 2025 Regular Session

House Criminal Justice and Public Safety (01/23/2025)

Criminal Justice and Public Safety

Transcript Highlights:
  • <03:46:16.279> in one thing New Hampshire has learned in one thing New Hampshire has learned
  • Anyone with an eBay account and cash can go and buy an FTIR machine online.
  • <04:59:16.400> online<04:59:17.320> um can go and buy an ftri machine online um can
  • go and buy an ftri machine online um I<04:59:17.680> actually<04:59:18.558> did<04:59:
  • I’m actually trying to learn something here, so if you don’t mind, bear with me. Okay, all right.
Keywords: 1189, house, all
NH

New Hampshire 2026 Regular Session

House Commerce and Consumer Affairs (04/14/2026)

Commerce and Consumer Affairs

Transcript Highlights:
  • with no safeguards on into the machine with no safeguards on it. it. it.
  • Right, but when we ended up repealing the license for ATMs machines because there was no, in terms of
  • because there's a into these machines because there's a 20%<00:51:25.080> fee<00:51:25.440>
  • So it's preventing someone from someone that doesn't know how to use the machine.
  • And now we have machines that read IDs because there's fake IDs out there. Right?
Keywords: 1189, house, all
AZ

Arizona 2026 Regular Session

06/11/2026 - Senate Floor Session

Arizona Senate Floor Meeting

Transcript Highlights:
  • whether they're language needs children, like those whose mother tongue is not English and so are learning
  • who want a budget that prioritizes people, not corporations, billionaires, or a mass deportation machine
  • who want a budget that prioritizes people, not corporations, billionaires, or a mass deportation machine
  • Our free and fair elections are helped in part because our tabulating machines are not connected to the
  • Our free and fair elections are helped in part because our tabulating machines are not connected to the
Keywords: 1182, all
AL

Alabama 2026 1st Special Session

Alabama House State Government Committee Feb 4th, 2026

State Government

Transcript Highlights:
  • He said he had traveled the world through committees and things and had learned a lot just by observing
  • So the scammers will get you to go to these machines.
  • to go<00:31:32.240> to<00:31:32.399> these<00:31:32.880> uh<00:31:33.120> machines
  • <00:31:34.159> You'll<00:31:34.399> make<00:31:34.559> a go to these uh machines
  • You'll make a go to these uh machines.
DE

Delaware 2025-2026 Regular Session

Senate Elections & Government Affairs Committee Meeting Jun 25th, 2026 at 11:00 am

Elections & Government Affairs

Transcript Highlights:
  • So our role in the municipal elections is really a support role, providing the equipment, the machines
  • I've learned. Thank you, Mr. Chair.
  • I just learned about this this morning, but a couple observations. Chair.
  • I just learned about this morning, but a couple observations.
Keywords: 1064, all
MA
Transcript Highlights:
  • As we learn more, they get better and more concise and include more information.
  • But we're learning.
  • The schedule is the schedule that an employer will use to request the credit, but we're learning a little
  • It goes across all of them, whether it's heavy equipment with excavators and grading machines.
Keywords: 995, all
Summary: The Employment Subcommittee of the Massachusetts Permanent Commission on the Status of Persons with Disabilities met on May 18 and approved the prior meeting minutes. The first presentation was an update on the Massachusetts Disability Employment Tax Credit from MassAbility. The speaker explained that the credit, created in 2022, offers employers up to $5,000 in the first year and $2,000 in later years for hiring certified employees with disabilities. He described a streamlined self-attestation certification process, the online application and outreach tools, and noted that the first full tax season resulted in one company successfully claiming the credit. Members asked about how employers learn to file, available data, carry-forward rules, and whether more information from the Department of Revenue could be shared. The second presentation was from the Office of the Veteran Advocate. The speaker described the office as an independent agency created after COVID and the state veterans home tragedy to improve veteran services and investigate problems. He reviewed VA disability ratings, the fact that service-connected disability does not necessarily prevent work, and the barriers faced by veterans with less-than-honorable discharges. He also highlighted vocational rehabilitation, GI Bill and housing supports, and the office’s work on professional licensure barriers, especially for nurses and other skilled trades. Members discussed whether Massachusetts is behind other states on licensure reciprocity and the need for more openness from licensing boards; the office said it is starting with a narrow nursing-focused review and will report back on findings. In the final portion of the meeting, members discussed a lengthy policy brief from Seed and agreed it should be taken up at the August 31 meeting rather than rushed through by email. The group focused on two emerging areas of work: the benefit cliff and youth/young adult pathways into employment, including apprenticeships. Members suggested creating a clearer tool or spreadsheet to map existing resources and possibly a white paper for appointing authorities, while noting the commission’s limits on direct advocacy. The meeting ended with an invitation for members interested in the benefit cliff work or youth employment pipeline to join follow-up discussions, and the subcommittee adjourned.
AR

Arkansas 2026 Regular Session

ALC-REVIEW Jan 13th, 2026

ALC-REVIEW

Transcript Highlights:
  • This is for the delivery of TANF and SNAP benefits to Arkansas citizens through ATM machines and point-of-sale
  • Does the state of Arkansas fund any quality learning centers? Any daycares? I didn't hear that.
  • I didn't know if quality learning centers had any branches in Arkansas. I'm not familiar with that.
  • I didn't know if quality learning centers had any branches in Arkansas. I'm not familiar with that.
Summary: The review subcommittee met to consider a supplemental agenda, methods of finance, an alternative delivery project, discretionary grants, and a large slate of construction, out-of-state, and in-state contracts. The supplemental item was a $2.6 million out-of-state contract with Tyler Technologies for a mobile app that would let citizens access state services through a single sign-on, initially for DFA vehicle and licensing services, with possible expansion to other agencies. Members also reviewed five methods of finance, including University of Arkansas projects for roof and cooling tower replacements, a new $100 million academic classroom building at U of A Fayetteville, a police department renovation at UA Fort Smith, and a boiler/chiller replacement at Hope-Texarkana. Questions focused on project timing, why some items were being reviewed after work had begun, and the high estimated cost of the Fayetteville classroom building; DFA explained that projects under $250,000 are not reviewed and that the larger project was still in design and would later seek a guaranteed maximum price. The committee also reviewed two DHS discretionary grants: one for targeted youth advocacy in southwest Arkansas and another adding $582,000 for family-centered treatment training and implementation. In the services contract section, members discussed construction-related contracts, including an ASMSA electrical scope increase tied to three-phase power requirements and the U of A Fayetteville architect contract for the classroom building. Out-of-state contracts included major items such as ACT Education’s $17 million amendment to provide required pre-ACT testing for 9th and 10th graders, a $12.5 million DFA contract for rural health transformation grant management, DHS’s $16.5 million EBT services contract with updated chip-card and fraud-prevention features, and ADH’s special procurement for the Behavioral Risk Factor Surveillance System survey. The committee also reviewed U of A system consulting contracts for financial advisory and sponsorship strategy work, with university officials saying the outside expertise was needed for specialized planning and revenue-generation efforts. In-state contracts covered corrections reentry services, nursing board investigations, foster care and child welfare services, DHS office janitorial work, emergency management radio system expansion, veterans’ home nursing staffing, and UAMS grants consulting. A lengthy exchange centered on the Department of Corrections’ reentry housing contract, with members pressing officials about vacant beds and urging fuller use of the program, while corrections staff said placements depend on screening and eligibility. Another discussion addressed the balance between out-of-state and in-state contracting, with a member noting the large dollar volume going to out-of-state vendors and asking whether Arkansas vendors receive any preference; State Procurement said current law does not allow an in-state preference. The committee approved the supplemental agenda, the methods of finance, the alternative delivery project, the discretionary grants, and the contract lists, and then received routine reports and an emergency action report before adjourning.
FL

Florida 2025 Regular Session

December 9, 2025 - 03:00 PM

Transcript Highlights:
  • But it is not a back-and-forth communication between human and machine at this time.
  • It is a learning process.
  • It learned all that. So that was kind of surprising for us.
  • So I would say that if that is something that the data already have, then the model appears to learn
Summary: The Natural Resources and Disaster Subcommittee met to discuss the use of artificial intelligence in emergency management and related public-safety applications. The panel included the Florida Division of Emergency Management, the University of Florida, and Florida International University. FDEM described current uses of AI for invoice anomaly detection, automated situation report drafting, and data synthesis in WebEOC, emphasizing that AI is used to speed analysis and improve efficiency but not to replace human decision-making. The agency also said counties retain access through backup communications such as Starlink and generators, and that WebEOC provides shared visibility, archived documentation, and a common operating picture across all 67 counties. University of Florida representatives highlighted Beacon, an AI-enabled public safety audio service developed with FDEM and public media partners to distribute official alerts across multiple platforms, including mobile devices and digital streams. UF IFAS described a geospatial AI “Gaia bot” that turns satellite data into natural-language answers and maps for crop damage assessment and flood-risk mapping, with a focus on making complex Earth-observation data more accessible to growers and policymakers. FIU presented AI models that predict water levels and flood mitigation settings much faster than traditional simulation tools, with comparable or better accuracy, and said the work includes explainability features and broader research on compound flooding. Members asked extensive questions about storm surge, hallucinations, whether generative AI or large language models were being used, data vetting, and hardware needs. The witnesses repeatedly stressed that their systems are not autonomous, that human review remains central, and that the models used are primarily data-driven predictive tools rather than chatbot-style generative AI. The meeting ended with thanks to the panelists and an announcement that the committee’s policy chief was leaving for another position. Representative Mooney then moved that the committee rise, and the meeting adjourned.