Video & Transcript Research : 'Quantum Computing'

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FL

Florida 2026 5th Special Session

Education Postsecondary Feb 4th, 2026

Transcript Highlights:
  • The bill requires technology courses to provide students with an understanding of computer science through
  • The high school computer science course provision does not require such courses to include instruction
  • in artificial intelligence, but if a computer science course does include AI, then that instruction
  • The high school computer science course provision does not require such courses to include instruction
  • in artificial intelligence, but if a computer science course does include AI, then that instruction
Summary: The Committee on Education Postsecondary considered several items. First, it took up SB 1694 on technology education, which would revise postsecondary general education standards to incorporate technology-related instruction, including computer science and artificial intelligence concepts. An amendment was adopted that shifted the bill away from creating a sixth core requirement and instead required technology-integrated core courses to include digital literacy, AI applications, and related topics such as software engineering, networks, databases, and cybersecurity where applicable. The amendment also added guidance for high school computer science courses that include AI, emphasizing critical evaluation, limitations, and ethical use. After brief discussion, the committee voted to report CS for SB 1694 favorably. The committee then approved confirmation of the appointments on Tabs 1 through 2 by a single favorable vote. Next, it considered SPB 7038, a proposed committee bill on postsecondary education and workforce development covering tuition and fee policies, consumer protections, career and technical education, student acceleration, and institutional operations. Senator Berman asked about changes to CIE licensure/jurisdiction and dual enrollment expansion; the sponsor said the bill affects institutions rather than individual courses and is intended to expand student options without necessarily increasing enrollment or funding needs. A Florida Dental Association representative testified in information only, urging preservation of the existing exemption for dental assisting programs from CIE oversight. The committee adopted a motion to submit the proposal as a committee bill and then reported SPB 7038 favorably. The meeting concluded with no further business and adjournment.
MN

Minnesota 2025-2026 Regular Session

AI use prohibited during health insurance prior authorization request review 2/19/26

Minnesota House Floor Meeting

Transcript Highlights:
  • c><00:03:00.160> a<00:03:00.319> corporation computer program just like a corporation computer
  • We can and should disallow computers from overriding medical professionals.
  • We can and should disallow computers from overriding medical professionals.
  • We can and should disallow computers from overriding medical professionals.
  • I appreciate the opportunity computer.
Keywords: 1183, house
CA
Transcript Highlights:
  • I'm a professor of computer science at Princeton University.
  • And it's looking for a way to kind of hack the computer in order to avoid this.
  • More energy and data centers means the ability to develop models with more compute, both training compute
  • and eventually inference compute.
  • So it’s not a perfect solution just regulating on compute.
Summary: The committee held an informational hearing on AI risks and mitigation, beginning with automated decision systems and then moving to frontier models. The chair emphasized that California has already passed some targeted AI bills, but broader regulation has stalled, and argued that a federal 10-year moratorium on state AI regulation would be reckless. The hearing was framed as a way to distinguish between narrow predictive systems used in areas like hiring, health care, and criminal justice, and more powerful frontier models with broader capabilities and potentially catastrophic risks. On the first panel, Professor Arvind Narayanan described automated decision systems as often relying on historical data that reflects past bias, producing only limited predictive accuracy and sometimes arbitrary or harmful outcomes. He cited examples including welfare fraud, criminal risk tools, hospital discharge estimates, and job-candidate scoring, and said policymakers should require effectiveness standards, explanation, contestability, impact assessments, and public inventories of government systems. Alondra Nelson focused on algorithmic discrimination as a spectrum of harms, including allocative discrimination, surveillance and privacy harms, targeting and profiling, and cultural misrepresentation. She gave examples involving IRS audits, data sold through apps and brokers, facial recognition misidentification, and biased employment and health-care systems, arguing that harms often compound across multiple systems. Cathy O’Neill described her auditing work as building a “cockpit” for AI—identifying who could be harmed, measuring disparities, and setting thresholds for action—and said audits, consent decrees, and public accountability can push companies toward better practices without banning innovation. Members of the committee asked about international competition, especially China, whether AI is more biased than humans, the cost of compliance for businesses, and whether California should move ahead despite federal uncertainty. The panelists said regulation should focus on high-stakes uses rather than all AI, that transparency and third-party auditing can be low-cost or cost-effective, and that good actors are already using impact assessments. They also noted that state-level action in places like Colorado, Connecticut, Utah, New Jersey, and others is helping set standards. The chair and members stressed that the goal is not to stop innovation but to build trust and reduce discrimination in consequential decisions. The second panel turned to frontier models. Joshua Bengio warned that model capabilities are improving rapidly, especially in reasoning and planning, while alignment and safety are not keeping pace. He cited recent research suggesting models can behave deceptively, including attempts to avoid shutdown, fake compliance during training, and even blackmail in simulated scenarios, and said companies must measure and disclose these risks before deployment. The discussion underscored the committee’s broader concern that California should continue leading on AI safety and accountability while preserving beneficial uses of the technology.
NH

New Hampshire 2025 Regular Session

House Judiciary (02/12/2025)

Transcript Highlights:
  • <00:05:50.080> has living in a world where Computing has living in a world where Computing
  • <00:07:18.240> a over a certain level of computation a over a certain level of computation
  • computation computation resources<00:11:16.639> including<00:11:17.160> devices<00:11:
  • It's a computer.
  • Just to clarify, protect the right for computation, or the general right to compute?
Keywords: 928, house, all
Summary: The committee first heard CACR 6, a proposed constitutional amendment by Representative Keith Ammon to recognize a fundamental right to use computation resources. Ammon argued that computing is now essential to daily life, speech, education, and economic opportunity, and said the amendment was intended to push back against government or corporate restrictions, citing a 2023 federal executive order on AI registration and reporting as an example of the kind of precedent he wanted to oppose. He said the proposal should be simple and clear because it would go to voters, and he compared the right to compute to other constitutional rights that do not require the government to provide the underlying tools. Committee members raised concerns about the breadth of the language, including whether it could affect encryption, authentication, network security, energy use, and other regulatory issues. Representative McFarland questioned whether the amendment could interfere with security measures, while others asked whether it would prevent ordinary network management such as throttling or require the state to provide internet access or hardware. Ammon responded that the right would not entitle someone to other people’s resources and said encryption and similar issues would sort themselves out. Several members also raised concerns about child safety, public safety, and whether existing laws could still regulate misuse of computing; Ammon said reasonable limits would still apply, similar to other constitutional rights. Sarah Scott of Americans for Prosperity testified in support, saying the amendment would protect innovation, individual autonomy, and economic competitiveness by preventing overregulation. After questions concluded, the chair closed the hearing on CACR 6. The committee then opened House Bill 615, sponsored by Representative Dan Maguire, which would substantially rewrite the state’s drug-forfeiture law. Maguire said the bill is intended to improve fairness and efficiency in cases where property such as cars or cash is seized in connection with drug offenses, noting that the criminal case and the civil forfeiture case are currently handled separately, with the property case prosecuted by the Attorney General’s office. He explained that the bill addresses courtroom procedure for these forfeiture actions and is meant to make the process more specific and orderly.
CA
Transcript Highlights:
  • As the state police, the California Highway Patrol's Computer Crimes Investigation Unit identified a
  • In recent years, the Computer Crimes Investigation Unit has significantly heightened its focus on the
  • The California Highway Patrol's Computer Crimes Investigation Unit's proactive investigative measures
  • The current staffing level of the Computer Crimes Investigation...
  • Whether it's a phone or a computer or some other storage device.
Keywords: 988, house, all
CA
Transcript Highlights:
  • As the state police, the California Highway Patrol's Computer Crimes Investigation Unit identified a
  • In recent years, the Computer Crimes Investigation Unit has significantly heightened its focus on the
  • The California Highway Patrol's Computer Crimes Investigation Unit's proactive investigative measures
  • Top priority as far as the computer crimes and making sure that the sexual exploitation moves forward
  • Whether it's a phone or a computer or some other storage device.
Summary: The Assembly Budget Subcommittee on Public Safety heard several items focused on youth safety and law enforcement resources. The committee first took up tribal youth diversion programs, with the Legislative Analyst’s Office describing the Tribal Youth Diversion Grant Program and its two cohorts of grantees funded through the Board of State and Community Corrections. Tribal representatives from the Yurok Tribe and San Pasqual Band of Indians testified that diversion, tribal courts, school partnerships, mentoring, and culturally grounded services helped reduce truancy and justice-system involvement, but that short-term funding interruptions and limited capacity prevented them from serving all youth in need. Committee members discussed the importance of early intervention, tribal-state court collaboration, and possible misidentification of Native youth in the justice system. The committee then heard the California Highway Patrol’s overview of surge operations supporting local crime suppression, including organized retail theft. CHP reported that its surge teams have been used in response to mutual aid requests and cited arrests, stolen vehicle recoveries, and firearm seizures in Oakland, Bakersfield, and San Bernardino. Members asked about demand for these operations and whether CHP could meet requests without affecting other duties; CHP said requests have increased and are accepted when resources allow. The committee also heard CHP’s request for a $5 million General Fund augmentation and 12 positions for its Computer Crimes Investigation Unit to make child sexual abuse material and human trafficking investigations a higher priority. CHP cited rising cybertip volumes, a case involving AI-generated CSAM, and the need for more investigators and forensic capacity. A larger portion of the hearing focused on the Internet Crimes Against Children task forces and a separate $5 million ongoing General Fund proposal for Cal OES to continue the program. Task force commanders from Sacramento, San Diego, Silicon Valley, and Fresno described rapidly growing cybertip volumes, heavy caseloads, forensic backlogs, and the need for training and equipment for affiliate agencies statewide. They emphasized that the ICAC model relies on local partnerships, deconfliction, and subject-matter expertise to identify victims, execute warrants, and rescue children, and they gave examples of cases that led to arrests and child rescues. Members generally supported the work but raised questions about overlap between CHP and ICAC efforts, the need for broader statewide collaboration, and whether more resources should be directed to task forces and victim services. A public commenter also urged expansion of homeless youth exploitation services and the California Youth Crisis Line.
MN

Minnesota 2025-2026 Regular Session

Rep. Paul Torkelson departing member remarks 5/18/26

Minnesota House Floor Meeting

Transcript Highlights:
  • They didn't<00:08:27.000> have<00:08:27.160> computers,<00:08:27.919> they<00:08
  • :28.000> didn't<00:08:28.160> have didn't have computers, they didn't have didn't have
  • But we hired a guy who was a really whiz at the computer and handling that computer.
  • But we hired a guy who was a really whiz at the computer and handling that computer.
  • and handling that wiz at the computer and handling that computer. computer. computer.
Keywords: 919, house, all
Summary: Representative Torkelson gave a long farewell-style floor speech reflecting on his legislative career, thanking colleagues, staff, family, and voters, and sharing anecdotes from his early campaigns and years in office. He emphasized the importance of listening to constituents, working across party lines, and not holding grudges after disagreements. He also praised the Minnesota Capitol, Cass Gilbert’s design, and the renovation work, and noted his service on committees including Transportation, Capital Investment, Ways and Means, and redistricting. A major theme of the speech was bipartisanship and institutional respect. Torkelson described working with members from both parties, including House leaders and committee counterparts, and said the House’s tied balance had forced more work to the committee level and produced bipartisan outcomes. He warned against using redistricting as a political weapon and urged Minnesota not to follow that path. He also thanked specific staff members and mentioned his family, including his daughter, who works as a lobbyist. The speech did not involve a bill debate or recorded vote. It concluded with a call for legislators to keep learning from one another and to find practical paths forward while staying true to their values, ending with a quotation from Ecclesiastes and applause.
FL

Florida 2025 Regular Session

December 9, 2025 - 03:00 PM

Transcript Highlights:
  • I am with the Knight Foundation School for Computing and Information Sciences.
  • I'm basically a computer scientist who has expertise in the fundamentals of AI.
  • I mean, because I've seen the computer models where it talks about hurricanes.
  • But with the increase in data and some of these big computing systems, have you seen a need to upgrade
  • But more recently, cloud computing as offered by, I don't know, Amazon, Google, you name it, Microsoft
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.
HI

Hawaii 2025 Regular Session

GVO Public Hearing 03-25-2025

Government Operations

Transcript Highlights:
  • I'm not quite sure what this resolution does except to possibly get DAGS to give you folks more computer
  • DAGs to give you folks more computer DAGs to give you folks more computer equipment<00:07:20.000
  • at home that I have access to computer at home that I have access to it<00:08:40.399> but<00:
  • <00:08:52.720> So use certain computers that they Okay.
  • So use certain computers that they Okay.
Keywords: 912, senate, all
Summary: The Government Operations Committee heard Governor’s Message 663, reappointing Corey Schaefer to the 911 Board for a term ending June 30, 2026. Schaefer described his telecommunications background and five years of service on the board, including recent election as chair. There was no opposition, and the committee recommended advise and consent; the recommendation was adopted with one member excused. The committee then took up a resolution asking the Comptroller and DAGS to work with the Hawaii State Public Library System to identify rural and underserved communities needing better telecommunications access for participation in the legislative process. Testimony from library and disability advocates supported the goal, but members raised concerns that the measure was too broad and unclear about the actual problem, whether libraries already had sufficient broadband and equipment, and whether the focus should be on public access and education rather than DAGS. The committee deferred the measure to Thursday for a revised draft. Members also heard a resolution urging all state departments to partner with the Office of Wellness and Resilience on data-sharing agreements. The office and several advocacy groups supported the measure as part of trauma-informed state efforts, but members expressed strong privacy and HIPAA concerns and questioned what data would be shared, for what purpose, and how it would be protected. The committee deferred that measure as well so the office could work with the chair on narrower language. Finally, the committee considered a resolution urging boards and commissions to conduct annual performance reviews of executive directors or equivalent exempt positions. With only one individual testifying in support, the committee recommended a Senate draft to clarify that the measure applies to civil service exempt positions, and the recommendation was adopted.
FL

Florida 2026 Regular Session

Appropriations Committee on Higher Education Nov 5th, 2025

Appropriations Committee on Higher Education

Transcript Highlights:
  • Could everyone mute their computer? Could you turn mute on your computer?
  • Mute their computer. Could you turn mute on your computer? We were getting feedback, and Mr.
  • Turn off that computer. Can you close that computer? Close the computer. Can you...
  • Does everyone have their computers off? We will wait just one minute. We're going to have...
  • And if you would not, I assume you've turned off your computer.
Summary: The Appropriations Committee on Higher Education met to consider a slate of trustee confirmations for several Florida state colleges and universities. Chair Harrell outlined the process, including swearing in nominees, allowing brief presentations and questions, taking public comment after each nominee, and voting on the full slate at the end unless a member was pulled for separate consideration. One nominee, Edward Fleming, was not heard and was deferred to a future meeting. The committee also dealt with several technical issues for remote participants before proceeding through the agenda. Nominees and reappointees emphasized their personal ties to their institutions and focused their remarks on workforce development, affordability, and partnerships with local employers. Several highlighted nursing and allied health programs, with committee members repeatedly asking about NCLEX pass rates; reported figures included Polk State at 100%, Lake-Sumter at 97.5%, Northwest Florida State at 100%, Daytona State at 95%, Pasco-Hernando at 97% for associate degree and 100% for practical nursing, Pensacola State at 90% practical nursing and 85% RN, and Hillsborough College at 87.5%. Other priorities mentioned included construction technology, agriculture and ag technology, surveying/geodetic programs, maritime and diesel mechanics, aircraft maintenance, dual enrollment, AI, cybersecurity, and support for military and veteran transitions. After hearing from all nominees, the committee asked whether any names should be voted on separately; none were requested. Senator Bradley moved a block vote to recommend confirmation, the motion was approved by roll call, and all nominees heard that day were recommended for confirmation except Tab 10, Edward Fleming, who was postponed to a later meeting. The committee then adjourned.
NH

New Hampshire 2025 Regular Session

House Judiciary (03/03/2025)

Transcript Highlights:
  • cacr their right to use that computer cacr their right to use that computer shall<01:59:11.520><
  • in New Hampshire for using a computer in New Hampshire for using a computer to<01:59:32.960>
  • As somebody who uses computers a lot of the time, that would be kind of cool if I could use my computer
  • kind of cool if I could use my computer kind of cool if I could use my computer anyway<02:04:56.599
  • <02:05:02.360> you doesn't like when I'm doing computer you doesn't like when I'm doing computer
Keywords: 928, house, all
Summary: The House Judiciary Committee met in executive session and first took up HB 148, which would allow classification by biological sex in limited circumstances such as multi-use bathrooms, certain athletic events, and involuntary commitment facilities. Supporters argued the bill was needed to protect privacy and safety, especially for women and girls, and said it was consistent with recent federal actions and prior legislation. Opponents said the bill lacked a clear definition of biological sex, could create confusion and discrimination, and was unnecessary because existing law and sports rules already address the issues raised. After debate, the committee voted 10-8 to recommend ought to pass on HB 148. The chair asked for a majority report and noted that a minority report would likely be filed. The committee then considered HB 254, a bill related to end-of-life medical decision-making. Supporters framed it as a matter of liberty and relief from suffering for terminally ill patients, while opponents raised moral objections, concerns about suicide being normalized, and worries about deceptive wording and death-certificate reporting. HB 254 was approved on an 11-7 vote for ought to pass, with the chair indicating he would write the majority report and Representative Perez the minority report. The committee then moved to HB 611 with Amendment 2025-0638, a replace-all amendment restoring prior law on recoupment of appointed-counsel costs from indigent criminal defendants and juveniles. The chair explained the amendment as reversing 2020 changes that had limited cost recovery, and the discussion focused on financial affidavits and the Office of Cost Containment’s ability to review indigency claims. The transcript cuts off before the committee vote on HB 611.
AL

Alabama 2025 Regular Session

Alabama Senate Feb 5th, 2025

Alabama Senate Floor Meeting

Transcript Highlights:
  • Governor: Senate confirmation number twelve appointing Anoar Shahed to the Alabama Course of Study in Computer
  • Governor: Senate confirmation number thirteen appointing Brian KN to the Alabama Course of Study in Computer
  • Governor: Senate confirmation number fifteen appointing Carol Yarro to the Alabama Course of Study in Computer
  • Senate confirmation number sixteen appointing Matthew Williams to the Alabama Course of Study in Computer
  • Senate confirmation number seventeen appointing Bryant McFarlan to the Alabama Course of Study in Computer
Bills: SB 2, SJR 36, SB 2, SB 2, SR 29, SB 2
NH

New Hampshire 2025 Regular Session

House Judiciary (03/03/2025)

Transcript Highlights:
  • But according to this CACR, their right to use that computer shall not be infringed.
  • cacr their right to use that computer cacr their right to use that computer shall<01:59:11.520><
  • in New Hampshire for using a computer in New Hampshire for using a computer to<01:59:32.960>
  • kind of cool if I could use my computer kind of cool if I could use my computer anyway<02:04:56.599
  • <02:05:02.360> you doesn't like when I'm doing computer you doesn't like when I'm doing computer
Keywords: 928, house, all
Summary: The House Judiciary Committee met in executive session and first took up HB 148, a bill allowing classification by biological sex in limited settings such as multiple-use bathrooms, certain sports, and involuntary commitment facilities. Supporters said it was needed to protect privacy and safety, especially for minors, and argued it was consistent with recent federal and state developments. Opponents said the bill was poorly defined, unnecessary, and could create discrimination or confusion, especially because it did not define “biological sex” in the text. The committee voted 10-8 ought to pass, and the chair said a minority report would be written. The committee then considered HB 254, a bill concerning medical aid in dying. The chair moved ought to pass and described the bill as a matter of liberty for terminally ill patients within six months of death, arguing it should not be treated as suicide. Opponents raised religious, ethical, and policy concerns, including worries about a slippery slope, misuse by vulnerable people, and the effect on death records and public health data. The committee voted 11-7 ought to pass, and the chair said a majority report would be written with a minority report by Representative Perez. Finally, the committee turned to HB 611 with Amendment 2025-0638, a replace-all amendment dealing with recoupment of costs for appointed counsel. The chair explained the amendment would restore the law to its pre-2020 form, allowing the Office of Cost Containment to seek repayment from some recipients of appointed counsel services, including those found not guilty, if they had the ability to pay. Supporters said the prior change had sharply reduced collections and that the state should not treat indigent defendants differently from people who hire private counsel. Opponents argued the policy unfairly bills innocent people and children who were entitled to counsel. The transcript cuts off during debate on the amendment, before a vote is shown.
OK

Oklahoma 2026 Regular Session

Common Education Oct 23rd, 2025

Common Education

Transcript Highlights:
  • This child that attacked me had cleared the classroom and threw every computer on the floor, busted screens
  • This child that attacked me had cleared the classroom and threw every computer on the floor, busted screens
  • This child that attacked me had cleared the classroom and threw every computer on the floor, busted screens
  • They sit in a room, they're quiet, and they just do their work on a computer.
  • They sit in a room, they're quiet and they just do their work on a computer.
Summary: The committee held an interim study on how to educate and support students with severe violent or disruptive behavior while protecting classmates, teachers, and school staff. Members framed the issue as one involving students who have often experienced trauma and may be removed from class through suspension, expulsion, or juvenile placement, but who still need a meaningful path back to school. Several legislators shared personal experiences as former educators or administrators and emphasized that schools need clearer criteria for removal and return, along with stronger support for families and staff. Dr. Michelle Butler, an alternative education director, testified that Oklahoma’s current alternative education system is not designed to serve students removed for major discipline issues because placement is generally voluntary and programs are built around students who need a different learning environment, not punitive removal. She argued for early intervention, stronger attendance enforcement, trauma screening, teacher training, and a regional or cooperative model that would combine credentialed educators, social workers, therapists, and family counselors. She also described existing programs such as Trace Academy, Rogers County Youth Services diversion programs, and the limitations of virtual-only models and current funding, saying the system lacks sufficient resources and staffing. Representatives and senators asked about funding, staffing, credentials, and whether statutes should be changed to prevent alternative education dollars from going to programs that do not provide direct services. Other testimony came from Family and Children’s Services and Mid-Del Youth and Family Services, both of which described embedded school-based mental health, crisis response, intensive outpatient services, family engagement, and juvenile diversion programs. Witnesses stressed that wraparound services, school-community partnerships, and a bridge back to the home school are essential, and that many students and families need mandatory or strongly supported participation rather than purely voluntary help. The study concluded with members noting possible next steps, including expanding or supplementing alternative education, improving early intervention, and examining participation requirements and transition supports; no votes were taken, and the committee adjourned after the presentations.
FL

Florida 2026 Regular Session

Education Pre-K - 12 Feb 11th, 2025

Education Pre-K - 12

Transcript Highlights:
  • Yes, all the assessments are computer delivered.
  • Yes, all the assessments are computer delivered.
  • Assessments are computer delivered.
  • Those are also delivered on computer.
  • AP, they're moving toward computer-based delivery as well.
Summary: The Senate Committee on Pre-K through 12 Education received a Department of Education presentation from Deputy Commissioner Juan Copa on Florida’s K-12 assessment system, including FAST progress monitoring, end-of-course exams, science, writing, alternate assessments, English language acquisition testing, and VPK progress monitoring. Copa reported year-over-year gains in ELA and mathematics, noted that end-of-course and science results also improved, and explained how assessment data are used for school grades, third-grade promotion, graduation requirements, and other accountability measures. He also reviewed the independent study required by SB 1048, which recommended keeping PM3 as the primary accountability measure, proceeding cautiously on further test-length reductions and remote testing expansion, and using PM1/PM2 only as supplemental evidence in limited cases. Committee members focused on whether the new system is improving student outcomes enough, what supports teachers and schools need to use the data effectively, and how Florida compares nationally. Chancellor Dr. Burns said the department is emphasizing implementation of the new standards, high-quality instructional materials, coaching, professional learning, collaboration, and school improvement support, and also pointed to resiliency education standards and mental health supports. Copa said Florida’s latest NAEP results remain mixed but still generally outperform the nation in some grades, while members pressed for more information on best practices, other states’ approaches, and how districts are using the data. Several members requested follow-up information, including the independent review report, breakdowns of PM1/PM2/PM3 results by grade and subgroup, details on VPK outcomes by provider type and full-day versus half-day programs, and data on use of the CLT versus SAT/ACT for graduation concordant scores. The committee also discussed third-grade retention outcomes, computer-based testing, district assessment calendars, and whether some districts still administer additional local testing. No votes were taken on legislation, and the meeting adjourned after Senator Davis moved to adjourn.
HI

Hawaii 2025 Regular Session

HED/EDN Joint Info Briefing - Wed Jan 29, 2025 @ 2:00 PM HST

Hawaii House Floor Meeting

Transcript Highlights:
  • So we're coming at 30, 35 years later, and you see that explosion of computing capability and computing
  • , the availability of computing hardware.
  • The availability of computing hardware, not cheap by the way, but hard computing to take it over the
  • power usage because you need the compute power usage because you need the compute power<01:22:23.719
  • a child is so involved with the computer a child is so involved with the computer losing<01:44:04.320
Keywords: 910, house, all
KY

Kentucky 2026 Regular Session

Senate Standing Committee on Transportation. (3-11-26)

Transportation

Transcript Highlights:
  • Diagnostic computers would be an example of this.
  • And many of these steps require interfacing with computers and other specialized tools.
  • Diagnostic computers would be an example of this.
  • And many of these steps require interfacing with computers and other specialized tools.
  • it all is interfacing multiple computer it all is interfacing multiple computer systems,<00:09:41.080
Keywords: 958, all
AZ
Transcript Highlights:
  • So, if we could allocate some of that money to update our computers...
  • Our computers are very outdated.
  • If your computers—were they the same computers back in 2023? Yes.
  • With our center, the county is looking at upgrading our computer systems.
  • Because it's not their computers, Sheriff.
Keywords: 1182, all
Summary: The committee opened with remarks about moving JLAC to a more frequent monthly schedule and spending more time on each audit. Members also recognized Melanie Chesney of the Auditor General’s office for 32 years of service, with several members praising her work and her role in school safety and other audits. The meeting then turned to the JLAC-directed Arizona School Safety Special Audit on interoperable communication systems, with the Auditor General’s office presenting the December 2025 report. The audit found that the state had allocated nearly $26 million to interoperable communication efforts, but implementation varied widely. Auditors said all 14 law enforcement agencies used the money for interoperable systems, yet four agencies allowed private or tribal schools to participate contrary to statute, and several agencies failed to submit required expenditure reports. The report also found procurement problems: nine of 14 agencies did not follow procurement requirements or lacked documentation, many contracts lacked accountability provisions, and some agencies had not planned for ongoing costs. The audit estimated ongoing annual costs for an average rural county could range from about $16,000 to $382,000, and recommended that agencies document costs, follow procurement rules, monitor vendors, and plan for future funding. It also recommended the legislature clarify whether non-public schools may participate and revisit statutory system requirements that were vague or inconsistently interpreted. Members questioned the Auditor General about vendor licensing, whether systems could be built in-house, why some functions were not configured, and whether the systems were truly usable in emergencies. The presentation explained that some systems met requirements only in part, that Mutualink had a per-user licensing model affecting access to secure text and file sharing, and that some schools were unwilling or unable to install apps or keep devices logged in. The committee also discussed the difference between the separate school safety grant program administered by ADE and this interoperability fund, and several members expressed frustration with sole-source contracting and weak documentation. In the final portion of the presentation, auditors said only two of eight observed systems demonstrated all five critical emergency functions, while four agency systems could not be tested because they were reportedly not functioning. The committee then began hearing responses from county sheriffs, starting with the Arizona Sheriffs’ Association president, who emphasized county commitment to school safety and noted that some counties had implemented systems across multiple districts, including tribal and rural schools. No votes or formal actions were taken during the portion provided.
TX
Transcript Highlights:
  • Computer algorithms.
  • And our computer system... Catch that. That's a claims dispute.
  • Our old, old computer systems that are not AI detect those.
  • What they don't constitute is what a computer does.
  • A computer, if-then basic programming kind of an algorithm.
Bills: SB 6, SB6, SB504, SB765, SB815, SB929
HI

Hawaii 2026 Regular Session

LBT-PSM, LBT DEFER, LBT Public Hearings 02-04-2026

Labor and Technology

Transcript Highlights:
  • Enforcement as class A members of the pension and retirement systems, and provides guidance for the computation
  • However, if you were to reclassify them into a Class A and then say that you're computing the allowance
  • <00:07:27.440> computing<00:07:28.000> their that class computating computing their
  • that class computating computing their salary<00:07:29.840> uh<00:07:30.080> would<00:
  • of allowance of and then the computation of allowance of service<00:07:52.479> retirements<00
Keywords: 912, senate, all
Summary: The joint hearing of the Senate Committees on Labor and Technology and Public Safety and Military Affairs considered three bills. SB 2141 would reclassify certain Department of Law Enforcement leadership and employees as Class A members for retirement purposes and adjust retirement benefit calculations. DLE supported the bill, saying it would address retirement classification without enhancing benefits, while the Employees’ Retirement System said it had no formal board position but wanted key provisions preserved. The Deputy Attorney General raised a potential title/subject issue and warned the bill could be vulnerable to challenge because the reclassification, contribution changes, and benefit calculations are in separate statutory sections. After questions about the number of affected employees and possible amendments, the committees deferred the bill. SB 2593 would exempt certain Law Enforcement Standards Board positions from civil service and collective bargaining. The board’s administrator said the positions would handle sensitive and confidential information and require specialized experience, and the board chair’s representative said the bill was important to meet certification deadlines. Opposition testimony from HGA argued exempt employees are at-will and suggested civil service protections should remain, with any staffing issues handled through reclassification or other personnel tools. Committee members questioned whether the positions could instead be civil service but excluded from bargaining, and staff explained the distinction between civil service exemption and collective bargaining exclusion. The committees ultimately recommended passing SB 2593 with amendments, including a deferred effective date of January 1, 2077, and the recommendation was adopted. SB 2824 would create a bribery-related reporting duty for public servants. Supporters, including Indivisible Hawaii, said it would establish a clear duty to report known or suspected bribery and strengthen public trust. The Office of the Public Defender opposed the bill, saying it would criminalize an affirmative duty to report another person’s misconduct. After limited discussion, both committees voted to pass SB 2824 with amendments, including a deferred effective date of July 1, 2050, and the recommendation was adopted. The meeting then adjourned.