Video & Transcript Research : 'computational thinking'
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AL
Alabama 2025 Regular Session
Alabama Senate Education Policy Committee Apr 30th, 2025
Education Policy
Transcript Highlights:
- Chairman, members, this is a computer science bill.
- In 2019, you may recall I passed the computer science bill requiring that computer science be taught
- So if you use part of the curriculum for computer science in, say, curriculum for computer science in
- I think we can resolve that issue. I think there... we can resolve that issue.
- I think there is a solution there, and we just ask for... Okay.
Keywords:
computer science, K-12 education, public schools, graduation requirement, digital literacy, coding, programming, STEM, artificial intelligence, AI, computational thinking, technology education, computer literacy, high school credit, middle school, elementary school, teacher training, professional development, distance learning, virtual school
AL
Alabama 2026 1st Special Session
Alabama House Public Safety and Homeland Security Committee Feb 4th, 2026
Public Safety and Homeland Security
Transcript Highlights:
- But I think people in our community.
- And I don't I don't think doing this.
- I think we as definitely for this.
- And I think the prosecutor service.
- want to ask a question because I think want to ask a question because I think she<00:47:29.599><
Keywords:
driver license, English examinations, language requirement, immigration, testing standards, motor vehicles, window tint, law enforcement, prosecutors, vehicle regulations, medical condition, communication, first responder, invisible disabilities, anaphylaxis, day care centers, training, child safety, healthcare, parole
AZ
Arizona 2026 Regular Session
02/12/2026 - House Artificial Intelligence & Innovation
Artificial Intelligence & Innovation
Transcript Highlights:
- And I think, like your friend and my constituent, I think there are a lot of people like that out there
- I think it's worth dabbling in those waters. But the only question I... I think it's a good idea.
- And I think that's an easy fix.
- We think these are kind of...
- I think staff did a good job.
Keywords:
artificial intelligence, disclosure requirements, data privacy, minor protection, online safety, HB2371, Arizona divorce, family law, dissolution of marriage, AI arbitration, AI-assisted arbitration, automated dispute resolution, online arbitration, binding determination, recommendation, superior court appeal, de novo review, marital dissolution, spousal consent, minor children
Summary:
The committee met in a special morning session and first heard HB 2371, a pilot proposal to allow consenting divorcing parties without minor children to use AI-assisted arbitration in simple divorce cases. Rep. Martinez described it as a voluntary, fairness-focused tool for people who cannot afford lawyers, with the judge retaining final authority. Members raised concerns about the bill’s binding-language, privacy, and the need for clearer guardrails on assets and support, but the sponsor said amendments were welcome. The committee voted 7-0 to give HB 2371 a do pass recommendation.
The committee then took up HB 2311, which requires conversational AI systems to notify minors they are interacting with AI, restrict sexual content, prohibit deceptive human impersonation, and require self-harm response protocols. Google testified in support, saying its Gemini product already uses similar safeguards and that the bill would set an industry-wide floor; a speaker also noted similar measures are being considered in several other states. After adopting a committee amendment clarifying customer-service AI and limiting developer liability, the committee voted 7-0 to recommend HB 2311 do pass as amended.
Next, the committee heard HB 2409, creating a voluntary statewide summer AI education program focused on digital hygiene, civic integrity, privacy, media literacy, critical thinking, and algorithmic bias. Supporters argued Arizona needs to prepare residents for AI-driven job disruption and help people use the technology to become more self-sufficient, while opponents objected to the program’s funding and potential unfunded mandate to the education department. The bill passed 4-3. HB 2410, which would treat communications with AI as privileged like communications with human professionals, also passed after testimony from the sponsor and a criminal defense advocate who argued the measure would protect sensitive legal and personal conversations; the vote was 6-0 with one member present.
The committee then approved HB 4005, requiring school districts and charter schools to provide instruction on ethical, moral, and educational uses of AI, by a 4-2-1 vote after some members said schools lacked resources and should not be mandated to add curriculum without funding. Finally, the committee considered HB 2456 and HB 2457, both related to small modular nuclear reactors and utility siting/streamlining for energy development tied to large power users. Supporters framed them as necessary for future energy demand, data centers, and economic growth, while opponents raised concerns about local zoning authority and environmental oversight. Both bills were amended and advanced on 4-3 votes, and the meeting adjourned after the final roll calls.
AZ
Arizona 2026 Regular Session
03/23/2026 - Senate Federalism and Family Law
Federalism and Family Law
Transcript Highlights:
- Here she comes, I think. Eloise? Here she comes. I think.
- Chair, about the bill, but I think the core piece of the bill, I think... ...about the bill, but I think
- Alonji, I think that it was helpful, but I think it's not...
- Think about that.
- Chair, I don't think that's the difference. I don't think that issue is here in this bill.
Keywords:
child neglect, financial resources, behavioral health, Christian Science treatment, parental rights, child support, preborn children, retroactive support, medical expenses, child welfare, child care, grant program, low-income, early learning, infrastructure, economic growth, security freeze, credit reporting, dependent children, parental notification
Summary:
The committee first heard HB 2793, which would let cities and towns expedite annexations when 100% of the property owners request it, waive the 30-day waiting period and public hearing in those cases, and allow electronic newspaper notice and a single on-site posting for small single-parcel annexations. Buckeye testified in support, saying the bill would streamline uncontested annexations and reduce delay and cost, while a Tucson-area senator raised concerns that faster annexation can limit public awareness and input. The bill passed 4-3 for a due pass recommendation.
HB 2041, which would prohibit a parent, guardian, or custodian from being treated as abusing or neglecting a child solely because poverty prevents them from providing supervision, clothing, food, shelter, or medical care, drew strong support from child welfare and anti-poverty advocates. Opponents argued the bill still leaves room for investigations based on poverty and should more fully remove poverty from the neglect definition. The committee also heard HB 2239, creating a child care grant program and infrastructure fund at DES; witnesses from northern Arizona and child care providers described shortages, workforce challenges, and the need for facilities and support. An amendment adding tax-credit language and opening eligibility to entities seeking to open child care facilities was adopted, and the amended bill passed 6-0 with one not voting.
The committee then approved HB 2321, requiring DCS to place a credit freeze on a child’s credit report when the child enters care, by a 7-0 vote. HB 2371, allowing consenting divorcing parties without minor children to use AI-assisted arbitration and adding a separate amendment on therapeutic interventions in parenting cases, prompted questions about whether AI arbitration is currently used and whether the amendment was germane; it passed 4-3. HB 2594, concerning the Address Confidentiality Program in family court and making attempts to obtain protected address information a felony, passed unanimously after testimony from a survivor and advocates. HB 2661, which requires DCS to inform parents under investigation that they may delegate temporary guardianship and seek court relief, passed 4-3 after amendment removed attestation and documentation requirements.
Finally, HB 2995, a major domestic-violence custody bill, was heard with extensive testimony from survivors, attorneys, and legal aid advocates. The bill removes the “significant” domestic violence threshold, adds coercive control to the analysis, requires domestic violence to be treated as contrary to the child’s best interests, and mandates detailed court findings; supporters said it addresses cases where abuse was minimized in custody decisions, while members raised concerns about evidentiary standards, implementation, and the risk of false allegations. The committee adopted a 13-page amendment and then gave the amended bill a due pass recommendation by a 4-3 vote.
AZ
Transcript Highlights:
- I think you represent both cities.
- I don't think every ambulance has this.
- You don't think that's overreach by the government?
- They say, what does he think?
- Chair, that's so you think the girls that don't want to stand next to a biological... ...you think the
Bills:
HB2015, HB2060, HB2129, HB2170, HB2210, HB2228, HB2352, HB2460, HB2533, SB1019, SB1045, SB1050, SB1078, SB1083, SB1167, SB1184, SCR1006
Keywords:
budget procedures, late filing penalty, accounting standards, financial reporting, state appropriations, abortion, educational institutions, health education, state aid, public schools, municipal libraries, annual reporting, state legislation, transparency, government accountability, procurement, foreign adversary, China, state contracts, information technology
Summary:
The committee first handled Senate Bill 1045, which would bar cities, towns, and counties from taxing or charging fees on the use of blockchain technology in residences, with limited exceptions. The sponsor said the bill was a repeat of a measure vetoed the prior year and framed it as a tax-preemption issue. There was no testimony, and the bill was moved and passed out of committee on a 4-3 vote.
The committee then heard Senate Bill 1019, which would prohibit the addition of fluoride to public water systems. Senator Shamp argued the bill was about health freedom, informed consent, and emerging research she said raised concerns about fluoride’s benefits and possible neurodevelopmental risks. Opponents, including representatives of Arizona dental and public health groups, testified that community water fluoridation is safe, effective, and especially important for low-income and rural communities with limited dental access. After extended debate, the bill received a do pass recommendation on a 4-3 vote.
Senate Bill 1050 would provide free lifetime state park passes to Arizona veterans. State Parks testified neutrally but warned the measure could reduce revenue used to support park operations and rural economies; the sponsor said the bill was prompted by a park visit where veterans were charged admission. The committee also approved SB 1050 on a 4-3 vote. Later, SB 1078, dealing with de novo review in public records denial cases, passed unanimously after support from the Goldwater Institute, and SB 1083, which would prevent HOAs and condo associations from banning certain lighted home address devices for emergency response, also passed after testimony from the sponsor and a homeowners coalition.
MN
Minnesota 2025-2026 Regular Session
House Human Services Finance and Policy Committee 4/1/25
Human Services Finance and Policy
Transcript Highlights:
- not so much to the bill itself I think not so much to the bill itself I think um<00:31:14.039>
- forward it's interesting too I think forward it's interesting too I think that<00:56:00.880>
- <00:56:28.160>
I understand that yes Mr chair I think I understand that yes Mr chair I think- have going forward with this I think have going forward with this I think overall<00:58:42.640><
- , and I think we will find some compromise.
- forward it's interesting too I think forward it's interesting too I think that<00:56:00.880>
Keywords:
HF2367, Community First Services and Supports, CFSS, personal care assistance, PCA, consumer-directed community supports, CDCS, home and community-based services, HCBS, direct support professionals, direct care workers, caregivers, support workers, SEIU Healthcare Minnesota & Iowa, collective bargaining agreement, retention stipend, health care cost stipend, training stipend, orientation program, retirement trust
AL
Alabama 2026 1st Special Session
Alabama Senate Education Policy Committee Feb 25th, 2026
Education Policy
Transcript Highlights:
- It doesn't have to be computer.
- The computers are there.
- The computers are there.
- computer labs. >> But I do I I started out majoring in computer science at in college.
- <00:14:33.040>
to computer lab, has to have computers to computer lab, has to have computers
Keywords:
military installations, tall structures, local government, construction approval, wind energy facilities, archives, history, board of trustees, vacancies, government control, computer science, education reform, digital literacy, high school graduation, teacher training, education, public schools, constitution amendment, national anthem, weekly broadcast
WY
Wyoming 2026 Regular Session
Select Committee on School Finance Recalibration, June 25, 2026 - AM
Select Committee on School Finance Recalibration
Transcript Highlights:
- I think the idea of having computer labs makes more sense because then you can limit it.
- I like Senator Schuler's comment about a computer lab. I think that makes sense.
- I think definitely not allowing younger kids to spend a lot of time on computers.
- I don't think middle school kids need to be taking their computers home. Ours do.
- So I think six to eight they can use their computers at school.
AL
Alabama 2026 1st Special Session
Alabama House Education Policy Committee Feb 4th, 2026
Education Policy
AL
Transcript Highlights:
- And I think that tax we think about. And I think that tax we think about.
- I think why do you think it's not been I think why do you think it's not been I think why do you think
- I think already dealing with com computer science.
- I think we uh changed the uh the definition uh of computer uh the definition uh of computer uh the definition
- that is doing some things in computer that is doing some things in computer science So it's very I think
Keywords:
occupation tax, securities, financial regulation, tax exemption, legislative amendment, capital gains tax, realized gains, unrealized gains, investment income, asset sale, capital assets, wealth tax, estate tax, trust tax, tax limitation, constitutional amendment, Texas Constitution, Article VIII, property tax, sales tax
AL
Alabama 2025 Regular Session
Alabama House Education Policy Committee Mar 19th, 2025
Education Policy
Transcript Highlights:
- I think with computer science adding the artificial intelligence component and just understanding where
- the workforce is going, I would like you to think about adding quantum computing at some point because
- I think...
- Board computer science and computer science.
- I think you are doing a lot to advance computer science in the schools, its availability, and even with
Keywords:
athletic classification, public high schools, English language learners, state education policy, athletic associations, religious instruction, elective credit, released time, public education, school policy, educational intervention, State Superintendent, local boards of education, subpoena, accountability, state control, 1136, house, all
NM
New Mexico 2025 Regular Session
IC - Investments and Pensions Oversight Oct 8th, 2025
Investments & Pensions Oversight Committee
Transcript Highlights:
- I think it was 105% or so.
- I think you think I'm younger than I am, but I hear what you're saying, definitely.
- Am I thinking right? Well, I think the basic thrust of what you're saying is correct.
- So I think we said that about computers. that they would be the most life-changing things, and they have
- computer, a supercomputer... ...It couldn't do what a Taylor scale quantum computer would do.
MN
Minnesota 2025-2026 Regular Session
Committee on Jobs and Economic Development - 01/22/25
Jobs and Economic Development
Transcript Highlights:
- One of them is computing, and computing literally started here in Minnesota.
- about could these computers to think about could these computers become<00:19:11.480>
intelligent - So I think the key is really understanding where the puck is going and thinking about, I think, you know
- I direct research computing.
- Frankly, I think Dr.
KY
Kentucky 2025 Regular Session
Interim Joint Committee on Education (9-16-25)
Transcript Highlights:
- computational thinking.
- <00:30:30.799>
thinking <00:30:31.120>and <00:30:31.360>AI know, computational - thinking and AI know, computational thinking and AI literacy.<00:30:32.240>
And <00:30:32.720> - We emphasize computational thinking, problem solving, the societal impact of technology, cybersecurity
- We emphasize computational thinking,<00:41:49.839>
problem <00:41:50.240>solving, <00:41
Keywords:
Call to Order and Roll Call - 0:25
Approval of Minutes – 3-50
2025 RS SB 253 – 4:25
Computer Science and AI Literacy – 27:36
Fayette County School District Budget Update – 51:46
Adjournment – 2:09:46, 958, all
Summary:
The committee first handled routine business, including roll call, introductions, and approval of the previous meeting minutes by voice vote. It then heard a presentation on SB 253, focused on expanding support for teacher apprenticeship and teaching-and-learning pathways. Senator Hickman and staff from the Kentucky Department of Education and Nelson County Schools described how the program uses dual credit, work-based learning, and registered apprenticeship to help students earn an associate degree in high school and continue toward a teaching degree. They said the goal is to address the teacher shortage by creating a sustainable pipeline into the profession.
Witnesses emphasized that the main barrier is cost. Mary Taylor said Kentucky’s youth apprenticeship model has been successful in other fields and that education should be added as an in-demand sector, but an associate degree alone will not solve the teacher shortage because teachers still need a bachelor’s degree and certification. Laura Arnold of Nelson County Schools described the district’s Lead Nelson program, saying the district has invested more than $800,000 since 2021, currently has 37 students in the pathway and seven committed apprentices, and spends about $85,000 per apprentice from freshman year through certification. She said district staffing, planning, and university partnerships are also significant hurdles. Members asked about job guarantees, tenure, and retirement; Arnold said employment is performance-based and retirement issues are being considered.
Senator Hickman said the bill would use lottery funds to help cover tuition and dual credit costs so more districts can participate, noting that a prior version died because of a high fiscal note. Representative Payne and Representative Tipton praised the program but stressed the need for funding and noted inconsistencies between statute and budget language on Work Ready Kentucky and dual credit support. Representative Tipton also cautioned that lottery revenue may not keep pace with demand and said the General Assembly may need to make broader funding decisions. After the apprenticeship discussion, the chair moved the committee to the next agenda item on computer science and AI literacy, where Code.org began a presentation on the importance of computer science for all students.
CA
CA
California 2025-2026 Regular Session
Assembly Committee on Economic Development, Growth, and Household Impact Apr 22nd, 2025
Transcript Highlights:
- I think this is a great option. I think it provides stability.
- But quantum computers are a billion times a billion faster than your classic computer.
- While not replacing them, quantum computers can add new computing capabilities.
- and cooling computers.
- Okay, I think we were going to be done for the day, but I think we might have one more member.
Summary:
The Assembly Economic Development, Growth, and Household Impact Committee met in person and established quorum after beginning briefly as a subcommittee. The committee adopted its rules and then heard several bills focused on economic recovery, housing, technology, retail theft, and utility infrastructure. AB 265 (Caloza) would create a $100 million state-funded small business and nonprofit recovery program for organizations affected by declared emergencies; it drew broad support from small business, nonprofit, chamber, city, and community groups, with no opposition voiced. AB 797 (Harabedian) proposed a zero-cost state financing structure using CRA-backed securities to help community nonprofits buy wildfire-damaged properties at fair market value and prevent predatory investor purchases; it was presented as a community stabilization tool and received support from the California Community Foundation, with no opposition. AB 940 (Wicks/Ellis) would establish quantum innovation zones to strengthen California’s quantum computing economy, and AB 949 (Shiavo) would create a retail theft grant program for small businesses to fund security improvements and theft prevention measures; both bills were supported by business and university witnesses, though one member said they would not vote for AB 949 due to concerns about broader crime policy. AB 1347 (Carrillo) proposed a pilot program to speed utility interconnections in priority growth regions, including allowing developers to trade expedited connections for upfront infrastructure cost recovery and use microgrids in some cases; it had no opposition in the hearing.
Committee members generally expressed support for the bills, especially those aimed at disaster recovery and small business resilience. Questions on AB 940 focused on where quantum innovation zones might be located and how local governments and universities would coordinate; the author and witnesses said the zones should be open statewide and could build on existing research centers such as Berkeley, Stanford, Caltech, UCSB, UCLA, and UCSC. On AB 797, members discussed the need to protect homeowners from below-market offers after wildfires. On AB 949, the author emphasized that modest grants could help small businesses make security upgrades and prevent repeated theft losses.
The committee voted to send AB 265, AB 797, AB 940, AB 949, and AB 1347 forward, generally on party-line or near-unanimous votes, with the bills reported out of committee and placed on call as needed. The consent calendar, including AB 254, AB 415, AB 655, AB 1232, AB 1254, AB 1477, and HR 27, was also approved. The hearing adjourned at 10:33 a.m.
MN
Minnesota 2025-2026 Regular Session
Artificial intelligence in psychotherapy services 3/18/26
Minnesota House Floor Meeting
Transcript Highlights:
- <00:04:36.160>
The <00:04:36.479>computer in love with his computer. - The computer in love with his computer.
- I think that AI and the computer companies, the big computer companies, need to prove no harm and benefit
- I think that AI and the computer<00:07:00.639>
companies, <00:07:01.120>the <00:07:01.680 - >
big <00:07:02.000>big <00:07:02.479>computer computer companies, the big big computer
NM
Transcript Highlights:
- But if we just take a quantum computer, you may think of it as one thing.
- So if you think about a lot of these quantum computers require temperatures colder than outer space.
- And so you may think of a computer as this one thing, but it's really this five-layer tech stack.
- But to your point, I think the intellectual property generated from the quantum computers, whether it's
- But I think the impact you'll see is from the intellectual property generated from quantum computers
Keywords:
corporate income tax, franchise tax, gross receipts tax, tax credit, tax deduction, controlled foreign corporation, CFC, bonus depreciation, interest expense, apportionment, unitary group, high-wage jobs tax credit, local journalism, news media, newspaper printer, physician incentive, health care workforce, affordable housing, multifamily housing, construction materials
CA
California 2025-2026 Regular Session
Assembly Education Committee Mar 26th, 2025
Transcript Highlights:
- likely to require computer skills.
- I think we all want to do that.
- I think...
- And I think it's important to...
- I think that makes some sense to think about that. Mr.... Mr.
Summary:
The Assembly Education Committee heard several education bills, with AB 887 by Assemblymember Berman proposing that every school district and charter school adopt a plan so all high schools offer at least one computer science course by 2029-30. Supporters, including a teacher and student, argued California is falling behind other states and that computer science is essential for student opportunity and workforce readiness. ACSA opposed the bill, citing the shortage of qualified computer science teachers and administrative burden. The bill passed the committee on a 6-0 vote and was sent to Appropriations.
The committee also heard AB 1390 by Assemblymember Solache, which would allow local and county school boards to raise trustee compensation above long-standing statutory minimums that have not changed in decades. Supporters said the current stipends are too low to make board service accessible to working families and younger community members. There was no opposition testimony, and the bill passed with five votes, with the roll left open for additional members.
AB 865 by Assemblymember Gonzalez would create a $5 million, three-year grant program for dual-language immersion instructional materials, split between high-demand languages and other languages. Supporters said districts often lack standards-aligned materials in languages beyond Spanish, forcing teachers to create their own. The bill passed 7-0 to Appropriations. AB 857 by Assemblymember Gibson, requiring annual cultural competency training for K-12 staff, also passed 5-1 after supporters linked it to the state reparations task force report and argued it would improve trust and student outcomes.
The committee additionally approved AB 677 by Assemblymember Bryan, which would make it easier for unhoused students to access school-based vision and dental screenings by allowing directory information to be used for that purpose with an opt-out process; it passed 8-0. AB 903 by Assemblymember Avila Farias, directing the Department of Education to develop best practices on education technology and digital equity, passed after amendments and with some opponents indicating they would remove opposition once the amendments were in print. Finally, AB 917 by Assemblymember Avila Farias, extending permanent-status protections to certain educators in small districts and county programs, drew significant opposition from small districts and regional occupational programs over flexibility and funding concerns; the bill still passed 5-2 with the roll held open for additional votes.
NM
New Mexico 2025 Regular Session
IC - Legislative Finance Jul 22nd, 2025
Transcript Highlights:
- Computing, which is a quantum computing company based in the UK.
- the actual quantum computers—to the software and algorithms that actually run those computers.
- our applications to really scale the computers to do the most powerful compute in the world.
- So I think that, you know, and I think that also just being able to co-design with those supply chain
- I think also some applications of quantum computing that we're looking at in the energy field is today