Video & Transcript Research : 'artificial intelligence computing'
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WA
Washington 2025-2026 Regular Session
Committee to Hear SAO Performance Audits Jun 3rd, 2026 at 01:00 pm
Transcript Highlights:
- This outdated computing system has become unstable and increasingly inefficient as it struggles to meet
- We're just looking at the computer system itself and whether it is up to the task.
- So OSPI has its own computer system, is that right?
- So OSPI has its own computer system. Is that right?
- the school district to OSPI’s computer system?
Summary:
The committee heard a State Auditor’s Office performance audit on OSPI’s school apportionment system, which distributes K-12 funding to districts. Auditors said the system and its underlying 2008-era infrastructure are outdated, unstable, inefficient, and at high risk of errors or failure. They also found weak controls over data input, documentation, oversight, and monitoring, with heavy reliance on a small number of staff and vendor knowledge. In limited testing of three districts, the system calculated 2023–24 funding correctly, but auditors identified small discrepancies between state budget inputs and underlying statutory language and said broader system risks remain unresolved.
JLARC members asked about the scope of the district testing, whether smaller districts face greater risk, the meaning of the funding discrepancies, and whether the system could support a future change to a simpler per-student funding formula. Auditors said the discrepancies were small but could compound into millions statewide, and that the audit did not evaluate broader policy questions or alternative system owners. They recommended OSPI modernize or replace the system and address current control weaknesses while the new platform is developed.
OSPI officials largely agreed that the current platform needs replacement and said a feasibility study completed in 2024 found the system at catastrophic risk of failure. They clarified that the Legislature had approved up to $16 million in the state IT pool for the project, but that funding is released through gated oversight and not all of it had yet been appropriated for the current biennium. OSPI disputed the auditor’s characterization of some rounding and budget-law issues, saying the calculations were consistent with agency rules and legislative inputs, and explained that some manual workarounds are used to handle newer statutory requirements. One member of the public testified in support of modernizing the system and strengthening controls. The committee then adjourned.
NH
New Hampshire 2026 Regular Session
House Commerce and Consumer Affairs (01/22/2026)
Commerce and Consumer Affairs
AL
Transcript Highlights:
- science Alabama course of study computer science Alabama course of study computer science and digital
- science and course of study computer science and course of study computer science and digital literacy
- And since And since And since the create when the computers were the create when the computers were the
- And to invest in a computer system. And to invest in a computer system.
- When we send a a claim via the computer, we pay for the claim via the computer, we pay for the claim
Bills:
SCR 13, SCR 24, SB 1, SB 12, SB 15, SB 17, SB 24, SB 57, SB 65, SB 213, SB 371, SB 372, SB 378, SB 379, SB 388, SB 400, SB 402, SB 427, SB 495, SB 499, SB 502, SB 509, SB 535, SB 583, SB 610, SB 621, SB 650, SB 706, SB 740, SB 840, SB 854, SB 856, SB 875, SB 893, SB 918, SB 925, SB 974, SB 995, SB 1006, SB 1018, SB 1025, SB 1061, SB 1073, SB 1106, SB 1121, SB 1194, SB 1252, SB 1253, SB 1268, SB 1300, SB 1343, SB 1362, SB 1447, SJR 36, SJR 12, SJR 57, SCR 25, SCR 22, SCR 12, SCR 24, SCR 8, SB 565, SB 372, SB 765, SB 62, SB 666, SB 707, SB 888, SB 687, SB 847, SB 1248, SB 740, SB 14, SB 1006, SB 504, SB 925, SB 1121, SB 995, SB 857, SB 305, SB 296, SB 284, SB 815, SB 1379, SB 1300, SB 1497, SB 1499, SB 1498, SB 1061, SB 65, SB 241, SB 304, SB 402, SB 499, SB 621, SB 974, SB 1023, SB 1024, SB 1025, SB 1106, SB 686, SB 112, SB 371, SB 204, SB 400, SB 609, SB 1447, SB 670, SB 502, SB 427, SB 850, SB 854, SB 413, SB 1555, SB 1362, SB 1346, SB 1033, SB 1220, SB 1073, SB 810, SB 987, SB 1539, SB 893, SB 447, SB 875, SB 406, SB 509, SB 985, SB 965, SB 1119, SB 1505, SB 24, SB 57, SB 1194, SB 1253, SB 1215, SB 1532, SB 1268, SB 1302, SB 856, SB 650, SB 583, SB 673, SB 840, SB 213, SB 681, SB 1172, SB 1252, SB 378, SB 610, SB 918, SB 1343, SB 608, SB 487, SB 955, SB 957, SB 988, SB 990, SB 1019, SB 1021, SB 1120, SB 251, SB 958, SB 535, SB 761, SB 1, SB 541, SB 315, SB 379, SB 1018, SB 1737, SB 266, SB 1415, SB 57, SB 499, SB 974, SB 1025, SB 1061, SB 1268, SR 302, SR 303, SR 304, SR 305, SB 30, SB 1333, SB 1666, SB 30, SB 1333, SB 1666
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Tuesday, February 11, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- It's how we distribute money to our intelligence agents and to intelligence assets who are embedded in
- distribute money to our intelligence distribute money to our intelligence agents<04:21:30.199>
<04:21:30.399>- > and
to <04:21:30.880>intelligence <04:21:31.560>assets <04:21 - :31.960>
who agents and to intelligence assets who agents and to intelligence assets who are<04 - Officers or the soldiers Intelligence Officers or the numerous<05:16:30.440>
other <05:16:30.638
MN
Minnesota 2025-2026 Regular Session
Nudification technology access prohibited 2/19/26
Minnesota House Floor Meeting
Transcript Highlights:
- Courts have held that computer code is speech. It's a dual nature.
- <00:10:41.760>
code <00:10:42.079>is Courts have held that computer code is Courts - have held that computer code is speech.<00:10:43.440>
It's <00:10:43.680>a <00:10:44.160 - <00:10:45.920>
Computer <00:10:46.240>code <00:10:46.560>is <00:10:46.720> - and these face their phone or computer and these face swap<00:18:55.120>
tools <00:18:55.600><
KY
Kentucky 2026 Regular Session
Interim Joint Committee on Appropriations & Revenue. (6-3-26)
Appropriations & Revenue
Transcript Highlights:
- are there, but I think you can understand why we chose to spend state taxpayer dollars in a more intelligent
- taxpayer dollars dollars dollars in<00:34:42.200>
a <00:34:42.280>more <00:34:42.679>intelligent - in a more intelligent way. in a more intelligent way. Thank<00:34:44.760>
you.
WY
Wyoming 2026 Regular Session
Senate Corporations, Elections & Political Subdivisions Committee, February 23, 2026
Corporations, Elections & Political Subdivisions
Transcript Highlights:
- They can confer and get intelligence, whatever strategies from the Secretary of State, but that is not
- They can confer and get get intelligence,<00:40:04.400>
whatever <00:40:05.119>uh <00:40 - :05.280>
strategies intelligence, whatever uh strategies intelligence, whatever uh strategies
Bills:
HB0086
MN
Minnesota 2025 1st Special Session
Legislative Audit Commission - Audit Subcommittee 11/12/25
Transcript Highlights:
- possibility of where they're overstaffed, if we can shift some people around and do things more intelligently
- some people around and do<00:22:45.280>
things <00:22:45.520>more <00:22:45.760>intelligently - <00:22:46.799>
and <00:22:47.120>be do things more intelligently and be do things more - intelligently and be better<00:22:47.760>
stewards <00:22:48.960>of <00:22:49.440>the
MN
Minnesota 2025-2026 Regular Session
Commerce committee approves bill to eliminate prohibition of cadmium in some products 3/5/25
Transcript Highlights:
- Apparently there's a lot of other art supplies that are necessary, and so I was working with some very intelligent
- <00:03:46.599>
some <00:03:47.120>some <00:03:47.360>very <00:03:47.599>intelligent - working with some some very intelligent working with some some very intelligent people<00:03:48.439
Summary:
The committee took up House File 737, which would amend Minnesota’s lead- and cadmium-related product restrictions and was re-referred to the Committee on Environment, Finance and Policy. Representative Bjorn Olson said the bill was prompted by a constituent who could no longer make cadmium-based art supplies in Minnesota, and he argued the law unintentionally swept in professional art materials that are used safely and are important to Western art culture. The committee first adopted the author’s A2 amendment, which broadened the bill to include additional exemptions beyond paint and pastels, including certain pens, mechanical pencils, and vehicle keys/key fobs.
Testimony in support came from Darren Reenie of Wet Paint Artist Materials and Framing, who said artist paint and related supplies account for a significant share of sales and that the ban threatens independent art supply businesses and artists’ access to essential pigments. Josh Fiser of the Alliance for Automotive Innovation supported the key and key fob exemption, saying the current law is overly broad, exposure risk is minimal, and Minnesota should align with California and European Union standards. Bill Morgan of the Arts and Creative Materials Institute and Writing Instrument Manufacturers Association also supported the amendment, arguing there was little scientific basis for including pens, mechanical pencils, and professional artist materials, and citing prior reviews in the Consumer Product Safety Commission and the European Union.
The Minnesota Pollution Control Agency, through Assistant Commissioner Kirk Kadelka, opposed broad exemptions and emphasized that no amount of lead is safe for children. He said the law was based on evidence from consumer products associated with elevated blood lead levels and argued that safer alternatives exist for many of the items in the amendment, including pens, mechanical pencils, and some key components. He also raised concerns about exposure during production and disposal. Committee members questioned the scope of the exemptions and whether the industry had workable alternatives. The A2 amendment was adopted, and the bill was then advanced for further consideration and re-referred as noted by the chair.
HI
Transcript Highlights:
- But putting it into a system, creating the intelligence as well as the analytics around having all of
- putting it into a system creating the putting it into a system creating the the<00:38:46.280>
intelligence - 47.000>
as <00:38:47.119>well <00:38:47.280>as <00:38:47.400>the the intelligence - as well as the the intelligence as well as the analytics<00:38:48.160>
around <00:38:48.480>
Summary:
The committee met on February 4, 2025, for decision making on previously heard measures, then later held hearings on additional bills. Early action focused on several measures that were amended and advanced, including SB 161 on state project exemptions from county permitting, which was heavily revised to allow programmatic or project-specific agreements with counties, require public reporting of exempted projects, and create a working group to study broader permitting and construction coordination issues. The committee also advanced SB 635 on energy efficiency with changes shifting survey leadership to the Hawaii State Energy Office, SB 700 on resilience hubs after narrowing it to focus on emergency-service-capable hubs and removing distributed energy language, SB 869 on community outreach boards with a technical amendment, SB 1081 on a legislative budget office by converting it to a feasibility study, SB 711 on gubernatorial appointments with a salary threshold change, SB 405 on neighborhood board agendas with a committee-report note about OIP concerns, SB 381 with privacy issues deferred to Judiciary, SB 2 as a two-year pilot for fruit tree planting in selected districts, SB 239 on disaster preparedness with sheltering revisions, and SB 998 as introduced with a cost estimate for site selection work. Several measures were deferred or not advanced, including SB 615, which was deferred indefinitely, SB 1132, which the chair said would be set aside in favor of another childcare bill, and SB 111, which was not taken up further because of confusion during an earlier hearing.
During the later hearing portion, SB 1175 on procurement drew testimony from the State Procurement Office, which supported the bill but corrected its estimated database revision cost from $7,500 to $30,000; the Department of Transportation also appeared, while the General Contractors Association submitted opposition. Committee members questioned whether the past-performance database should include more detailed quality information and whether a one-year post-completion review would be useful, but no amendment was adopted at that time. SB 1587 on retainage received written support from the Subcontractors Association of Hawaii and no opposition in the room. SB 1543 on government accountability, which would require justification for outside consultants and cap consultant spending, drew opposition from the American Council of Engineering Companies of Hawaii, which argued it could slow procurement, reduce flexibility, and worsen delays given existing vacancies and limited in-house expertise. The Public First Law Center supported the related transparency bill discussed in the hearing, arguing it would close a loophole by making contractor-created records used in government functions subject to disclosure under UIPA, while the Attorney General’s office opposed it. The transcript ends with that testimony still underway, and no final vote is shown for the later hearing bills.
NH
Transcript Highlights:
- The reason we believe this is that publicizing rents will allow an artificially standardized pricing
- rents will allow an artificially rents will allow an artificially standardized<03:42:54.439>
- Often, this ban actually artificially inflates pricing for them in the long run.
- Often, this ban actually artificially inflates pricing for them in the long run.
- Often, this ban actually artificially inflates pricing for them in the long run.
WY
Transcript Highlights:
- market where you require 1,400 new teachers and inject $113 million new dollars, it would lead to artificial
- So that is a mechanism to ensure that we do not create the initial artificial inflation that's such a
- 47:43.840>
create <01:47:44.560>the <01:47:44.800>initial <01:47:45.199>artificial - do not create the initial artificial do not create the initial artificial inflation<01:47:46.560
MN
Minnesota 2025 1st Special Session
Committee on Energy, Utilities, Environment and Climate - 01/29/25
Energy, Utilities, Environment, and Climate
Transcript Highlights:
- An artificial designation of size seems to not fit if we believe we're pursuing this with all the tools
- already elig ible and hydroelectric is already elig ible and<00:19:29.840>
an <00:19:30.039>artificial - <00:19:30.880>
designation <00:19:31.480>of <00:19:31.760>size and an artificial - designation of size and an artificial designation of size seems<00:19:32.360>
to <00:19:32.640 - continue pointing out that there was no opposition and that the designation of 100 megawatts is artificial
Summary:
The Minnesota Senate Energy Committee heard Senate File 426, authored by Senator Icorn, which would remove the 100-megawatt cap on hydropower for purposes of qualifying as an eligible energy technology under Minnesota law. Supporters said hydropower is carbon-free, reliable, flexible baseload power that can help Minnesota meet its 100% carbon-free electricity goal by 2040. Testifiers from Missouri River Energy Services and Minnesota Power described existing hydropower resources, including allocations from federal Missouri River dams, Minnesota hydro stations, and Manitoba Hydro, and argued that the bill would preserve and expand options for clean energy development.
Several members raised concerns about the bill’s purpose and potential environmental impacts. Senator McEwen questioned why the size limit should be removed without specific proposed projects or more information about the need for larger dams, citing concerns about fisheries, water resources, and land use. Senator Port and others asked about costs, environmental effects, and where new projects might be built. In response, supporters said the bill is intended to open the door to future projects and allow agencies to review proposals through existing permitting and environmental processes, rather than approving any specific dam.
Committee members offered mixed reactions. Senator Frentz said he supported the concept but recommended laying the bill over for further discussion and possibly sending it to the Environment Committee, noting environmental concerns and the need for more conversation. Senator Gruenhagen strongly supported the bill, arguing that it merely lifts a cap while leaving permitting and review requirements in place. Senator Hoffman also supported the bill, saying current policy blocks consideration of new projects and that the change would allow regulators to evaluate proposals on their merits. No vote was taken during the hearing, and the bill was left open for further consideration.
TX
Texas 89th Regular
Criminal Jurisprudence S/C New Offenses & Changed Penalties Apr 15th, 2025
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Thursday, June 4, 2026)
US Federal House Floor Meeting
Transcript Highlights:
- , generosity, humor, intelligence, generosity, humor, intelligence, adventurous<02:08:37.440>
- Speaker, I would just remind the ranking member of the Intelligence Committee that he said we should
- to Iran to target provided intelligence to Iran to target Americans.<09:18:20.878>
And <09:18: - We continue to share intelligence<09:22:18.560>
to <09:22:18.800>this <09:22:18.960> - <09:22:20.000>
We intelligence to this very moment. We intelligence to this very moment.
TX
Texas 89th 1st C.S.
89th Legislative Session - First Called Session Aug 11th, 2025
Texas House Floor Meeting
Transcript Highlights:
- We took this as actionable intelligence and DPS was dispatched immediately.
MA
Massachusetts 2025-2026 Regular Session
Special Joint Committee on Initiative Petitions Jun 21st, 2026 at 02:00 pm
Transcript Highlights:
- Artificial caps don’t fix the problem; they just shift the burden to the property owners who are already
- When rent increases are artificially capped but operating costs continue to rise, small owners often
Summary:
The Special Joint Committee on Initiative Petitions held a public hearing on Initiative Petition 25-21, House Bill 508, an act to protect tenants by limiting rent increases. Committee leaders explained the Article 48 initiative process and said the hearing was intended to gather testimony for a report to the legislature. The measure would replace current state law that prohibits rent control, cap annual rent increases at the lower of CPI or 5%, exempt certain properties including owner-occupied buildings of four or fewer units, subsidized, university, nonprofit, and short-term rental housing, and exempt new construction for 10 years. It would also eliminate vacancy decontrol, so limits would continue when units turn over, and enforcement would rely largely on tenants and the Attorney General through the courts. The hearing began with expert testimony from Whitney Airgood-Obrien of Harvard’s Joint Center for Housing Studies, who described Massachusetts’ severe rental affordability problems and reviewed research on rent regulation, noting mixed evidence on supply and quality effects but clearer evidence that rent regulation can slow rent growth and improve tenant stability.
Supporters of the petition, led by Carolyn Chow of Homes for All Massachusetts, argued that rent stabilization is needed now to curb displacement and runaway rent increases, especially for low- and moderate-income renters. Laura Frost described her Arlington building being bought by a large firm that sought steep rent hikes, and said rent control would help prevent “tenant flipping” and community displacement. Dave Foley of SEIU Local 509 said the issue affects workers’ ability to live near their jobs, while Dr. Mark Paul and Tram Huang argued that the evidence supports well-designed rent stabilization, that vacancy decontrol encourages displacement, and that the policy should be seen as a complement to new housing production rather than a substitute. Committee members questioned supporters about the 10-year new construction exemption, the lack of vacancy decontrol, and whether rent stabilization could discourage development; supporters responded that the measure targets corporate rent gouging, that small landlords are protected by exemptions, and that production and rent stabilization can coexist.
Opponents, including representatives of small property owners, chambers of commerce, and labor/building trades, argued the proposal would hurt small landlords, reduce investment, and slow housing production. They said operating costs such as taxes, insurance, and maintenance are rising faster than the proposed cap, and warned that the measure would reduce property values and tax revenue and could push investment to other states. Several opponents emphasized that many Massachusetts housing providers are mom-and-pop owners rather than large corporations, and said the policy would make it harder to maintain and improve housing. Committee members pressed both sides on the need for a middle ground between affordability and preserving development incentives, but no vote was taken at the hearing.
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on State Administration and Regulatory Oversight Jun 21st, 2026 at 10:00 am
Joint Committee on State Administration and Regulatory Oversight
Transcript Highlights:
- Extra daylight could also save energy and reduce greenhouse gas emissions without the need for artificial
- Extra daylight could also save energy and reduce greenhouse gas emissions without the need for artificial
Summary:
The Joint Committee on State Administration and Regulatory Oversight heard testimony on several bills. Senator Mike Moore supported S. 2185, which would delay implementation of the heavy-duty omnibus/advanced clean truck requirements while requiring the Commonwealth to purchase or lease electric medium- and heavy-duty vehicles starting in 2025; he argued the delay is needed because infrastructure, grid capacity, vehicle availability, and costs are not yet ready. The committee also heard strong support for S. 2156/H. 3318, which would require free menstrual products in public buildings, with advocates and students describing period poverty and the need to treat menstrual products like other basic restroom supplies. Senator John Keenan testified for S. 2158, a bill to let municipal light plants protect proprietary and competitively sensitive information from public disclosure while keeping board meetings and minutes open, saying it would help level the playing field against larger competitors.
A major portion of the hearing focused on S. 2125/H. 3384, the language access and inclusion bill. Testimony from the AAPI Commission, Mass Speaks coalition members, Mass Appleseed, MLRI, ATASK, MAPC, the Boston Bar Association, Mass Advocates for Children, and others described barriers faced by limited-English-proficient residents in accessing MassHealth, DCF, courts, domestic violence services, schools, and other state services. Witnesses cited untranslated documents, inadequate interpretation, delays, and the burden placed on bilingual staff and children; several also pointed to recent federal moves toward English-only policy as making state action more urgent. Committee members asked questions about implementation, interpreter availability, and the role of technology and remote participation, and the chair noted the bill had been reported favorably in a prior session and intended to be again.
The committee also heard testimony on time-zone legislation. Dr. Karin Johnson, representing sleep medicine interests, supported H. 3405 for permanent standard time and opposed S. 2157 for permanent daylight saving time, arguing that standard time better aligns with circadian rhythms and health, while permanent daylight saving time would worsen morning darkness and sleep disruption. Members questioned the strength of the scientific evidence and discussed school start times, geography, and whether Massachusetts should align with neighboring states. No votes were taken during the hearing, and testimony continued on additional bills as the session progressed.
CA
California 2025-2026 Regular Session
Assembly Human Services Committee Apr 29th, 2025
Transcript Highlights:
- preventing people from succeeding, because these are programs about uplifting people, and we don't have artificial
- We modernize CalWORKs and make sure we don't trap people in cycles of poverty artificially.
Summary:
The committee heard a series of child care, social services, immigrant support, disability services, and language access bills, with many measures drawing strong support and no opposition. Early in the hearing, AB 450 proposed a Department of Aging task force to study and recommend policies for undocumented adults age 55 and older; AB 593 would let CDSS identify data-sharing opportunities to improve CalFresh administration and participation; and AB 904 would clarify child care subsidy eligibility so families do not lose care during pregnancy leave, family leave, caregiving, or job search periods. All three were presented as ways to reduce barriers and improve access to essential services, and AB 904 was moved out on a 1-0 call after support testimony from child care advocates and a member of the public. AB 617, which would expand and standardize respite care access for people with intellectual and developmental disabilities by requiring licensing and registry participation, drew both support and significant opposition from respite providers and disability service organizations concerned about added regulation, cost, and possible delays; the author said she would continue working with opponents, and the bill was moved out on a 2-0 call.
The committee also heard AB 1220, which would require regional centers to document denials, notices of action, and appeals in individual program plans and include that data in annual reports to improve transparency and equity in developmental services. The bill drew extensive public support from parents, advocates, and disability organizations, with no opposition, and passed 5-0. AB 752 would make child care centers by right in certain residential zones when co-located with multifamily housing or institutional uses, and supporters argued it would reduce zoning barriers and help expand child care capacity; it also passed 5-0. AB 1242 would create a CalHHS language access director, require human review of machine translation, and improve language coverage determinations for state and local agencies; supporters emphasized health equity and the need for better access for limited-English communities, and the bill was moved out on a 4-0 call.
Later, AB 548 would continue and expand the Asylee and Vulnerable Non-Citizen Program, which provides case management and integration services for asylees and certain visa holders; supporters said the program had been effective but had run out of funding, and the bill passed 4-0. AB 495, the Family Preparedness Plan Act, would strengthen family safety planning for immigrant families, standardize acceptance of caregiver authorization affidavits, and create a joint guardianship process for temporary separations; testimony focused on fear of family separation and the need for clear school and medical procedures, and the bill passed 4-0. AB 1357 would exclude guaranteed income payments from being counted as income for state public assistance eligibility, with supporters arguing it would prevent recipients from falling off the “benefits cliff”; it passed 4-1. Finally, AB 1201, the Reunity Act, was introduced to require individualized court assessments before denying reunification services to parents with certain violent felony convictions after a five-year period, with the author and a witness describing the bill as a trauma-informed approach to family reunification.
FL