Video & Transcript Research : 'computational thinking'
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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:
- And I don't have an answer for you today, but I think that's something we have to think about.
- So I think, you know, as we think about legislation to regulate both on worker protection and worker
- And if you want to think about it, you should think of it as a tuning knob. They turn it.
- You should think of it as like a tuning knob.
- So I think that that is a legitimate concern, and I think that certainly a number of my clients, a number
Summary:
The committee held a hearing on several artificial intelligence bills, opening with remarks about the 9/11 anniversary and then broad statements from the co-chairs about AI’s promise and risks. Chair Farley-Bouvier and Senator Moore emphasized the need for guardrails, transparency, and worker and consumer protections, while Senator Finegold described Senate Bill 37, which would create a framework for AI model training with safety assessments, audits, incident reporting, Attorney General oversight, and workforce reporting. Members also discussed Massachusetts’ position relative to other states and the need for state action in the absence of federal regulation.
A large portion of the hearing focused on the Fair Act, House 77 and Senate 35, which would limit workplace surveillance, restrict collection of biometric and location data, require notice and human review for automated employment decisions, and protect workers from retaliation. Labor leaders, including AFL-CIO, AFSCME, AFT, SEIU, building trades, and other worker representatives, testified in support, describing harms from bossware, automated benefits denials, hiring and promotion screening, scheduling, and monitoring in workplaces ranging from health care and education to manufacturing and construction. They argued that AI systems are already affecting wages, benefits, safety, and job security, and that Massachusetts should act now to set clear rules.
The committee also heard testimony on House Bill 74, which would require informed consent and clear contract terms for digital replicas of voices and likenesses, with SAG-AFTRA representatives supporting the bill as a protection for performers and creators. Another major topic was Senate Bill 51 on social media algorithm accountability and transparency; child safety advocates, researchers, and a public health expert described harms from engagement-based algorithms, including exposure to harmful content, eating disorders, and youth mental health impacts, and supported independent audits and public reporting. A few industry and civil liberties witnesses supported regulation but urged balance, warning against overly burdensome rules while acknowledging the need for privacy, transparency, and accountability. No votes or final committee actions were taken in the hearing excerpt.
TX
TX
Transcript Highlights:
- Yeah, I think, I think though that where Chairman Smithy, I think where you're trying to get, you probably
- Yeah, it's, it's, uh, it's interesting because it's, uh, You know, that's like, I think that's I think
- But, uh, but anyway, I, I think, uh, I think that first of all I'm glad you're doing this.
- I think where we are today, I think you're right, we've got to do something like this. OK.
- I think when I think of, um, Chairman Darby, I just think of elegance generally.
Bills:
HB 1951, HB 2715, HB 3092, HB 3237, HB 3278, HB 3511, HB 3592, HB 3675, HB 3778, HB 3782, HB 3826, HB 3970, HB 4016, HB 4049, HB 4341, HB 4344, HB 4406, HB 4427
Keywords:
collective bargaining, public works, government contracts, labor agreements, state funding, removal from office, political subdivisions, local government, judicial proceedings, administrative judicial region, electric transmission, public convenience, landowner consent, utility regulation, energy infrastructure, energy consumption, higher education, governmental entities, sustainability, electricity reduction
CA
California 2025-2026 Regular Session
Assembly Appropriations Committee Jun 24th, 2026
Appropriations
Transcript Highlights:
- With that, I don't think we have enough members to establish a quorum, right?
- With that, I don't think we have enough members to establish a quorum, right?
- And I think it's important that we're continuing to fund that research.
- I think we had a motion.
- But setting that aside, we think there's a number of problems with the bill.
MN
Minnesota 2025-2026 Regular Session
Assessment data in property tax litigation 2/26/26
Minnesota House Floor Meeting
Transcript Highlights:
- 05.600>
five <00:19:05.919>seems do think that section five seems do think that section - And so I think putting in terrifying.
- Fininky in that I think maybe some Rep.
- helpful, I think. helpful, I think.
- <00:36:26.720>
there's section five, I don't think there's section five, I don't think there's
FL
Florida 2026 5th Special Session
Appropriations Committee on Transportation, Tourism, and Economic Development Feb 18th, 2026
Transcript Highlights:
- And then appropriation-wise, Senator Grawl-2, you said you don't think that you think it might make the
- I think that's what you said.
- So I think we just had it wrong earlier when we were discussing it, and I think it's really important
- I think it can be absorbed.
- I think it can be absorbed.
Summary:
The committee first took up CS for SB 1342, a transit-oriented development bill intended to expand housing near fixed transit corridors. The sponsor said the measure builds on the Live Local Act by reducing regulatory barriers and encouraging private investment around transit investments. An amendment was adopted that narrowed definitions, limited the bill to land use and development regulations, removed a private cause of action, and exempted certain sensitive areas including military installations and environmentally sensitive lands. Supporters argued the bill would increase housing supply and maximize the return on state transit spending, while local government groups and other opponents warned it would preempt local zoning, impose uniform density rules, and create infrastructure, evacuation, and public input concerns. The bill was then reported favorably.
The committee then considered CS for SB 1334, an elections bill that would require documentary proof of citizenship in certain voter registration and verification processes, update candidate qualification rules, require U.S. citizen markers on driver licenses and ID cards, and clarify that paper ballots are the primary voting method. Two technical amendments were adopted. The sponsor said the bill would streamline verification by allowing agencies to rely on Real ID and DHSMV records, reduce duplicate documentation, and improve communication between state systems. Senators questioned the fiscal impact, data-sharing procedures, storage of sensitive documents, effects on students, disabled voters, and people without driver licenses or Real IDs. A large number of public speakers opposed the bill, arguing it would burden eligible voters, especially students, seniors, disabled people, low-income residents, naturalized citizens, and people with name changes, while a smaller number supported it as an election integrity measure. The bill was ultimately not finished in the portion of the transcript provided, but the committee continued taking testimony and questions.
Later, the committee took up CS for SB 1362 on advanced air mobility. A strike-all amendment was adopted to align the bill with the House version and authorize FDOT to fund vertiports and charging systems as part of public-private partnerships, including up to 80% of the non-federal share when federal funds are available and up to 100% if FDOT elects to do so. The sponsor framed the bill as helping Florida lead in advanced air mobility, and the measure was reported favorably with support from industry and local government representatives.
Finally, the committee heard SB 174, which would designate a portion of State Road 985 in Miami-Dade County as Charlie Kirk Memorial Avenue and direct FDOT to install markers at an estimated cost of $2,400. The sponsor said the designation was tied to Turning Point USA activity at FIU and civic engagement. Several senators objected in debate, arguing Kirk was divisive and that the state should reserve road memorials for figures more broadly deserving of honor; others defended the designation as symbolic and non-regulatory. The transcript ends during the sponsor’s closing remarks, before a final vote is shown.
FL
Florida 2026 4th Special Session
January 13, 2026 - 01:00 PM
Transcript Highlights:
- You take the schooling, you take the training it wherever your computers.
- And here's why we think that's the case.
- I also think it's important to note on this slide.
- I think that's a good question.
- I think that's a great question.
FL
Florida 2026 Regular Session
Governmental Oversight and Accountability Oct 14th, 2025
Governmental Oversight and Accountability
Transcript Highlights:
- So we think that would provide a lot of data.
- So we think that would provide a lot of data.
- I think the audit said 21 days for one, 58 days for another, and as long as 364 days.
- When you said access, I was thinking access card, sorry.
- When you said access, I was thinking access card, sorry.
Summary:
The Committee on Governmental Oversight and Accountability met for its first meeting of the session, took roll, and heard a presentation from Ken Plant of the Joint Administrative Procedures Committee on SB 108, the 2025 law overhauling Florida rulemaking. The presentation focused on new deadlines for agencies to begin and publish rules, limits on automatic sunset provisions, changes to emergency rule procedures, expanded public input on statements of estimated regulatory costs, a five-year review cycle for existing rules, and new licensing-reporting requirements. Members asked about the review timeline and emphasized the need to keep agencies accountable for meeting the new requirements.
The committee then reviewed the Department of Management Services’ response to Auditor General Report 2025-1096 on fleet management. DMS said the audit found 10 issues, most of which it believes it has addressed, and described the statewide fleet system as tracking about 27,000 assets with limited staff. DMS highlighted two major improvement ideas that would require funding: an enterprise telematics system to automate vehicle data and improve tracking, and centralized fleet procurement to reduce duplication and save money. Members questioned the status of FleetWave implementation, missing vehicle records, integration with other state systems, and access controls for separated employees.
DMS explained that FleetWave is fully implemented but still relies on manual data entry, that discrepancies with the state accounting system largely reflect mismatched or inconsistent entries, and that policies and procedures were updated after the audit. The department said it now works more closely with People First to deactivate access when employees leave. After discussion, no further business was raised, and the committee adjourned without objection.
TX
Texas 89th Regular
Appropriations - S/C on Articles I, IV, & V Feb 26th, 2025
Appropriations - S/C on Articles I, IV, & V
Transcript Highlights:
- I think you're very well with El Paso, but I'm more familiar with San Antonio.
- I think last session.
- I think the better we're all going to be, and I appreciate and commend you on the efforts there.
- I think from what I've heard...
- I think there are several days this week that were below 100. And, you know, we were at 6,000.
HI
Transcript Highlights:
- >
good >> I think that's a I think that's a good >> I think that's a I think that's - So, um, I think we're going to keep going at it though because I think you guys need more like, I think
- But, you know, I think I think anything.
- <00:29:35.039>
we think you guys need more like I think we think you guys need more like I - I don't think think it I'm I'm neutral.
Keywords:
charter schools, public-private partnership, school facilities, education funding, community need, education, capital improvement, reporting, transparency, technical expertise, public school land transfer, Department of Education, DOE, land conveyance, fee simple title, tax map key, TMK, Act 307, Session Laws of Hawaii 2022, Act 139
NH
Transcript Highlights:
- Obviously I think it would depend on an attorney by attorney basis but I don't think the program could
- Obviously I think it would positions.
- >
right <00:39:43.359>thing and I don't think it's the right thing and I don't think it's - computers are done. computers are done.
- I think I guess I want to go over hold.
ND
North Dakota 2025-2026 Regular Session
Information Technology Committee Jul 8th, 2026
Transcript Highlights:
- I think.
- Well, I think, Mr.
- I think it was Michigan.
- So I think we, I think we've been unique.
- I think... Not seeing any. All right. I think we've kind of talked about this.
Summary:
The committee approved the March 26 minutes and then received a quarterly update on major IT projects from NDIT. Staff reported the portfolio included 116 major projects totaling about $546 million, with the overall portfolio under budget but slightly behind schedule. They reviewed projects over the 20% variance threshold, including an Industrial Commission grants management system and DOT’s roadway pre-construction replacement, and then heard startup and closeout reports from HHS, OMB, DPI, and DOT. Several previously troubled projects were closed, including HHS bed management, vital records modernization, and DOT roadway capital planning; some projects finished under budget and ahead of schedule, while others were significantly behind schedule or over budget but were now closed or being remediated.
The committee also reviewed NDIT’s annual report, including service-fund financials, peer-state rate comparisons, records management, and customer satisfaction efforts. Members asked about how service-fund revenue and grant administrative charges are accounted for, how chargebacks work, and whether NDIT tracks customer satisfaction scores. NDIT said it does track CSAT-type measures in some service areas and has survey data, but it is not planning another customer survey this summer. Members encouraged more regular reporting of customer satisfaction, service-level metrics, and performance data to help guide future improvements.
A major portion of the meeting focused on the state’s mainframe modernization effort. NDIT said the overall effort is still targeting about 2030, with multiple HHS and DOT projects underway and a $15 million tech-debt appropriation already removing some components. Staff described the main obstacles as data cleanup, complex integrations, limited staff capacity, retirements, and vendor constraints, and said they are seeking a vendor with modernization support in the next contract cycle. Members pressed for clearer accountability and faster progress, and NDIT and HHS emphasized that they are working jointly but need continued support and better tools.
The committee then heard a cybersecurity update on NDIT’s statewide services and maturity assessments. NDIT explained that it provides vulnerability scanning, endpoint protection, security awareness training, threat briefings, and penetration testing, and that these services are tied to a cybersecurity maturity assessment based on CIS controls. Members questioned the sharp drop in participation since 2020 and whether the self-assessment should be mandatory or tied more strongly to StageNet access or insurance incentives. NDIT said participation is voluntary, but Enderf is now requiring annual assessments to keep a 4% insurance discount, and members discussed whether stronger requirements or audit authority may be needed. The meeting ended as the committee began a follow-up discussion on BEAD broadband connection costs and why some locations are much more expensive to connect than others.
KY
Kentucky 2025 Regular Session
House Standing Committee on Families & Children (2-27-25)
Transcript Highlights:
- It also, I think, provides greater clarity. They work as an auditor.
- It also, I think, provides greater clarity. They work as an auditor.
- I think the Cabinet's already operating on a risks-based assumption.
- <00:36:35.720>
it's the real world and so I I think it's the real world and so I I think it's - <00:36:48.880>
it lrc and then to us so I I I think it lrc and then to us so I I I think it
Keywords:
00:11 Call to Order/Roll Call
01:02 Discussion of 25RS SB 26
07:48 Roll Call Vote on 25RS SB 26
08:43 Discussion of 25RS SB 85
28:04 Roll Call Vote on 25RS SB 85
29:37 Discussion of 25RS HB 805
40:30 Roll Call Vote on 25RS HB 805
41:32 Adjournment, 958, all
Summary:
The committee first took up Senate Bill 26, presented by Senator Brandon Storm, Family Court Judge Marcus Vanover, and Crystal Adams on behalf of the Kentucky Judicial Commission on Mental Health. The bill would ensure Kentucky complies with the ADA by prohibiting disability alone from being used to terminate adoption petitions, parental rights, or child-placement petitions. Testimony cited Kentucky Supreme Court and Court of Appeals cases involving parents with intellectual or developmental disabilities and national data showing high removal rates for parents with psychiatric, intellectual, or physical disabilities. The committee approved the bill 15-0 with favorable expression.
The committee then heard Senate Bill 85 from Senator Steve Meredith and State Auditor Allison Ball, which continues the transition of the Office of the Ombudsman from the Cabinet for Health and Family Services to the Auditor’s office. Testimony focused on completing the transfer by clarifying access to the ITWIST database, ensuring complaints go directly to the Ombudsman, adding whistleblower protections, and making the office a separate office within the Auditor’s office for efficiency. Members asked about the prior conflict of interest when the Ombudsman was housed within CHFS, the database access dispute and lawsuit, and whether the office still remained independent. The bill passed with favorable expression after some members voted pass.
Finally, the committee considered House Bill 805, with Representative Nick Wilson and Representative Sarah Stalker explaining a committee substitute and amendment. The bill would set timelines for the Cabinet to physically locate children reported at immediate safety risk and require annual kinship-care reporting to be automatically provided to the legislature and posted publicly. Wilson said the bill also cleans up language from last year’s House Bill 271, including changing “threats” to “risks” in the safety-plan definition and other terminology fixes. The committee adopted the substitute and amendment and advanced the bill with favorable expression.
KY
Kentucky 2026 Regular Session
Senate Standing Committee on Banking and Insurance. (2-24-26)
Banking & Insurance
Transcript Highlights:
- Senator Hal, I think, is presenting this bill.
- think you're going to buy this down 2%. think you're going to buy this down 2%.
- computer popup. computer popup. experts.<00:07:11.520>
Older <00:07:11.919>Kuckians - I think that's all of our that.
- yet, but I think yet, but I think >> we<00:25:52.960>
do <00:25:53.120>have <
Keywords:
Meeting Start 00:00
Call to Order and Roll Call 00:01
Discussion SB 157 00:23
Vote SB 157 05:22
Discussion SB 189 05:57
Vote SB 189 26:49, 958, all
Summary:
The committee first took up Senate Bill 157, which would align Kentucky’s mortgage loan fee rules with federal standards by exempting certain first and second mortgages from the state’s total net income cap when they meet federal points-and-fees thresholds. The sponsor and Rocket Mortgage testified that the bill would make it easier for borrowers to buy down mortgage interest rates with discount points, helping affordability without changing borrower costs, while preserving the existing 4% cap for loans outside the federal standard. Members discussed how rate buydowns work in practice, and the bill passed with a favorable expression after a roll call vote.
The committee then heard Senate Bill 189, as amended by a committee substitute, which would create a licensing and regulatory framework for virtual currency kiosks, or crypto ATMs, in Kentucky. The sponsor described widespread scam losses tied to these kiosks, especially among older adults, and said the bill would add consumer protections such as licensing, financial safeguards, transaction limits, refund or hold requirements, disclosures, receipts, and enforcement authority for the Department of Financial Institutions. He also said the substitute was based on other states’ models and that further changes might be needed, including possible floor amendments.
AARP Kentucky testified in support of regulating crypto kiosks but said the committee substitute weakened consumer protections and urged stronger safeguards, including lower transaction limits, fee caps, identity verification, receipts, and scam warnings. AARP representatives cited data on scam complaints and losses in Kentucky and nationally, and said the point of transfer is the best place to prevent harm. Committee members generally agreed the issue was consumer protection, but one senator cautioned against overregulating personal financial choices and noted that scams exist in many forms. The discussion ended with acknowledgment that the bill would continue to be refined, including in coordination with the House and stakeholder groups.
TX
Texas 89th 2nd C.S.
Appropriations - S/C on Article III Feb 26th, 2025
Appropriations - S/C on Article III
Transcript Highlights:
- I hope everyone will think about their questions and keep them as concise as they can, and keep us moving
- been used over the past 3 years to supplement the existing funding in high-demand fields such as computer
- I think it's important to note that 80% of LIT graduates live and work within the great state of Texas
- These new programs cover areas in engineering technology such as computer, electronics, electromechanical
- Members, I think we're kind of at a stopping place if we're going to make it to the floor on time.
KY
Kentucky 2025 Regular Session
Artificial Intelligence Task Force 2025 (8-14-25)
Transcript Highlights:
- we think our business can be successful? we think our business can be successful?
- I think all of us are going to continue to use cloud computing and things like that.
- I think all of us are going to continue to use cloud computing and things like that.
- I think all of us are going to continue to use cloud computing and things like that.
- don't think I'm saying anything new. don't think I'm saying anything new.
Summary:
The Artificial Intelligence Task Force held its third meeting and adopted the prior minutes after a motion and second. The main presentation came from John Bevington of LG&E and KU, who described the utility’s Kentucky service territory, its vertically integrated operations, and its role in economic development. He said the company supported 76 projects in 2024, representing about $3 billion in announced investment and roughly 3,000 jobs, and noted that about 45% of statewide investment announcements were in its service area. He also outlined a large project pipeline of about 8.5 gigawatts, with data centers making up roughly two-thirds of that interest.
Bevington explained that data center siting differs from traditional manufacturing site selection because it is driven primarily by transmission access and grid capacity rather than a process of eliminating locations. He said large data centers must locate near transmission lines, that utilities must conduct formal studies to ensure existing customers are not harmed, and that the buildout timeline for utility infrastructure is much longer than for data centers. He cited a Deloitte study and other industry data to argue that power constraints and timeline mismatches are the biggest challenges, while also emphasizing that data centers can generate significant construction activity, indirect jobs, and tax revenue. He said Kentucky’s sales tax exemption for data centers was a key enabler that increased interest in the state.
Members asked about the number and size of potential data center projects, how Kentucky compares with other states, and whether regulatory reform is needed. Bevington said the 20 projects in Kentucky reflect current interest, that other states such as Ohio have had similar incentives for years, and that Kentucky is still early in the market. He also said data centers can vary in size, from 200 to 600 megawatts or more, and that they can be located anywhere with sufficient transmission capacity and, in some cases, access to workforce and roads. In response to concerns about energy supply, he said LG&E and KU are pursuing an “all of the above” strategy, including solar, batteries, and new natural gas combined-cycle units, and noted ongoing and proposed projects totaling additional capacity if approved by the Public Service Commission.
TX
Transcript Highlights:
- I think they don't really have the authority to push that, and I think it's up to the individual.
- All right, thank you, and I think, I think I would speculate that.
- I don't think that's good.
- I think it's a great bill.
- Um, and I think that's.
NM
New Mexico 2026 Regular Session
Senate Chamber Feb 13th, 2026 at 11:25 am
New Mexico Senate Floor Meeting
Transcript Highlights:
- I think that's the deal. I think our team is fixing House Bill 2 now.
- I think it's been about five or six years now where a House member, I think she was the leader in the
- This was, I think, just pre-ESPN.
- , not whether you think you can get a grand jury indictment on probable cause, but whether you think
- I think it adds it. I think it adds child abuse.
HI
MN
Minnesota 2025-2026 Regular Session
House Health Finance and Policy Committee 2/25/26 - Part 2
Health Finance and Policy
Transcript Highlights:
- <00:08:04.720>
is experience uh which I don't think is experience uh which I don't think is - you're taking this on because I do think you're taking this on because I do think it's<00:09:42.640
- :06.079>
we <00:15:06.240>don't think that's important because we don't think that's important - We didn't think that would be fair.
- We didn't think that would be correctly.
Keywords:
hospital moratorium, hospital construction, bed capacity, hospital expansion, health care facilities, hospital licensing, safety-net hospital, level I trauma center, Ramsey County, Minnesota health law, hospital beds, new hospital exception, certificate of need, inpatient capacity, emergency care, trauma services, health system regulation, state moratorium, hospital modernization, health infrastructure