Video & Transcript Research : 'predictive models'
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ND
North Dakota 2025-2026 Regular Session
Higher Education Institutions Committee Jun 18th, 2026
Transcript Highlights:
- I took a 3D modeling class my freshman year, along with almost every other engineering major at the school
- Through projects like PREDICT, which is one of our projects here, we're studying the outcomes of emerging
Summary:
The committee met at NDSU and approved the April 9 minutes. The main purpose of the meeting was an informational presentation from NDSU President David Stewart and university leaders on the university’s priorities, including enrollment, student success, research, commercialization, and use of New Horizons funding. Stewart emphasized a “One NDSU” approach, thanked legislators for past support, and said the university will focus on recruitment and retention, a new strategic plan, and growing research and tech transfer while serving North Dakota’s workforce needs.
University leaders said NDSU is using tuition waivers more strategically and will work to reduce them over time through scholarship optimization. Provost Sherry Vale described academic portfolio reviews, program closures or consolidations, strategic hiring, and workload policies aimed at aligning resources with demand. They also highlighted student outcomes, including high completion rates, strong employment placement, and NDSU’s role in producing a large share of the state’s engineers, nurses, and agriculture graduates.
Several students testified about how NDSU’s mentoring, internships, research, and support services helped them succeed. The committee also heard from partners on New Horizons-related collaborations: Gateway to Science described K-12 STEM outreach in rural and tribal areas, and Sanford Research discussed joint research efforts, including COBRE-related work, obesity and GLP-1 studies, and a joint biostatistics hire. Later speakers highlighted Governor’s School and NDSU’s research and commercialization efforts, including growth in research expenditures and invention disclosures. No additional votes or formal actions were taken beyond approving the minutes.
CA
MN
KY
Kentucky 2026 Regular Session
House Legislative Session Day 22 (2-6-26)
Kentucky House Floor Meeting
Transcript Highlights:
- This model language is supported by the American Institute of CPAs as well as the National Association
- Zoning review is streamlined but not eliminated, ensuring predictability while avoiding discretionary
Keywords:
Convene 00:00:00
Senate Message 00:05:34
Calendar/2nd Readings 00:06:28
Orders of the Day 00:08:10
HB 542 00:08:34
HB 565 00:23:06
HB 611 00:25:32
HB 657 00:28:39
HB 762 00:31:07
HB 108 00:34:54
HB 67 00:39:02
Motions, Petitions, and Communications 00:46:48
Introduction of New Bills and Resolutions 00:58:42
Recess for ConC/Rules Meeting 00:59:12
ConC/Rules Report 01:02:18
Floor Amendments 01:03:42
Adjournment 01:04:02, 958, all
Summary:
The House convened with an invocation and pledge, established a quorum with 92 members present, excused absent members, and approved the journal. The chamber also received notice that the Senate had passed Senate Bills 5, 12, and 73 and requested concurrence. Members then moved through second reading of several bills, including measures on geoengineering, video teleconference meetings, dissolution of marriage, licensed child care centers, city franchises, trophy catfish, peer support specialists, and House Joint Resolution 25 on Kentucky becoming a “food is medicine” state.
The House then considered and passed several bills on third reading. House Bill 387, relating to the Controlled Substance Prescribing Council, was amended and passed 91-1 after debate over veterinarians’ reporting requirements; the bill bars such reporting by regulation, removes an emergency medicine physician and acute care nurse from the council, and adds two veterinarians. House Bill 45, modernizing CPA licensure, passed 93-0. House Bill 369, adding PTSD to conditions eligible for hyperbaric oxygen therapy for veterans, passed 93-0. House Bill 333, concerning faith-based small-scale affordable housing and shelters, passed 90-1 after discussion of housing needs, zoning limits, affordability requirements, and shelter standards. House Bill 50, addressing removal of persons unlawfully occupying real property, passed 92-0, and House Bill 388, a cleanup bill for the CASPER prescription monitoring program, passed 92-0.
The House also passed House Bill 385, clarifying that the Commonwealth and Cabinet for Health and Family Services are financially responsible for non-elective medical care for patients of state-operated mental health facilities, by a 91-0 vote. House Bill 212, allowing licensed veterinary technicians to administer rabies vaccinations to dogs, cats, and ferrets under veterinarian supervision, passed 92-0. After these actions, the House took up House Resolution 58 recognizing February 6, 2026, as National Wear Red Day in Kentucky; the sponsor spoke about heart disease awareness and two young constituents awaiting heart transplants, and the resolution was adopted without objection.
Later, the House received announcements about caucus meetings and committee meetings, then introduced a large slate of new bills and House Resolution 61 commemorating the 100th anniversary of Black History Month. The Committee on Committees and Rules Committee reported referrals and postings, including referral of several bills to standing committees and posting House Bills 748, 266, 305, and 470 for Monday, February 9, 2026. The session ended after introduction of floor amendments to House Bill 356.
NM
New Mexico 2025 Regular Session
IC - Revenue Stabilization and Tax Policy Dec 15th, 2025 at 09:14 am
Revenue Stabilization & Tax Policy Committee
NM
New Mexico 2025 Regular Session
IC - Legislative Finance Dec 8th, 2025 at 09:12 am
NM
New Mexico 2025 Regular Session
IC - Legislative Health and Human Services Aug 18th, 2025
Legislative Health & Human Services Committee
Transcript Highlights:
- In your presentation, you said the prediction is between six and eight.
- That's been a very successful model.
TX
Transcript Highlights:
- These changes ensure a more balanced election cycle model.
- I predict it might here as well because pretty common sense.
Bills:
SB2784, HB23, HB247, HB1533, HB2011, HB2013, HB2273, HB2421, HB2464, HB3120, HB3424, HB3575, HB3788, HB4370, HB4809, HB5057, HB5084, HB5534, HB5668, HJR34
Keywords:
Somervell County, hospital district, board of directors, elections, local governance, staggered terms, third-party review, property development, local government, permits, construction inspection, regulatory authority, land development, liability, occupancy certificate, border security, tax exemption, ad valorem, real property, infrastructure
Summary:
The committee heard and left pending several local government, property tax, development, and public safety measures before later voting some of them out. Senator Birdwell explained SB 2784 for the Somerville County Hospital District, which would move the board to staggered four-year terms after a transition and was requested to be held pending until the House companion could be acted on; no public testimony was offered. HB 5084 would allow local approval for fireworks sales tied to Lunar New Year celebrations, with testimony from Hutchinson County Judge Cindy Irwin emphasizing local fire risk and the need for county discretion. HB 5534 would let county commissioners post agendas electronically instead of on a physical bulletin board. HB 4370 would expand permissible projects for certain special districts to include geothermal water conveyance systems, and HB 312 would require residential child detention facilities to enter local MOUs, report health and safety information, and conduct background checks for state-funded facilities; both drew supportive testimony and were left pending. HB 5057 would give displaced solid waste providers time to wind down after a city grants an exclusive franchise, and HB 2421 would extend the life of the Save Historic Muni District to continue work on preserving Lions Municipal Golf Course; both were left pending after supportive testimony. HB 2011 would let former owners repurchase property taken by eminent domain if the acquiring entity fails to pay property taxes for two years, and the committee substitute to SB 3065 was also laid out and left pending after a technical correction to eminent-domain language. The committee then took up additional bills on development, appraisal, and local regulation, including HB 3575, HB 4809, HB 2273, HB 247/HJR 34, HB 2464, HB 3424, HB 2013, HB 5668, HB 3788, HB 1533, and HB 23, with testimony ranging from support to opposition on issues such as appraisal procedures, historic property valuation, Galveston emergency governance, border-security tax treatment, home-based businesses, chicken covenants in HOAs, municipal utility district authority, hospital authorities’ use of assets, and third-party building review. HB 23 drew the most extensive testimony, with builders, engineers, counties, and cities split over third-party plan review and inspection authority, liability, licensing, and local code enforcement; many witnesses said the House amendments created problems and the bill was left pending. In the end, the committee voted SB 2784, SB 3065, HB 5686, HB 247, HJR 34, and HB 2011 out of committee, with the first several receiving local and uncontested calendar recommendations where applicable.
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 6 on Public Safety Apr 28th, 2025
Transcript Highlights:
- level, the Governor’s Office of Emergency Services, or OES, provides training, best practices, and a model
- Now, if you recall, the weather conditions that were predicted in Southern California at that time were
Summary:
The committee heard a broad public safety budget hearing focused on youth justice funding, probation incentive grants, and disaster response and recovery. On the youth justice item, the Office of Youth and Community Restoration described a proposed change to the JJRBG funding formula that would shift resources away from a DJJ-based measure and toward county youth population, serious offenses, and step-down placements in less restrictive programs. Members asked about data on Native American youth; OYCR said statewide data are limited, but its SYTF data show about 1% of youth in secure youth treatment facilities were Native in 2024. The Department of Finance had no objections, and the item was discussed as a way to support alternatives to long-term incarceration.
The committee then reviewed the community corrections performance incentive program for county probation departments. The Department of Finance proposed stabilizing the program with a maintenance payment, updating the performance baseline, and adding a growth factor; the LAO agreed the formula needed changes but recommended using 2022-23 data instead of 2021-23, using marginal rather than average cost assumptions, rejecting the growth payment and minimum guarantee, and adding stronger oversight through the BSCC. Finance said it was open to some technical changes but opposed a new BSCC audit framework, noting Judicial Council already surveys probation departments and that evidence-based practice use has increased over time. Members and staff indicated the proposal still needed further work.
A major portion of the hearing focused on the January 2025 Southern California wildfires and state disaster response. A resident of Altadena gave emotional testimony about evacuation failures, loss of home, and the need for accountability. LAO and Cal OES outlined the disaster response and recovery system, including mutual aid, alert and warning, debris removal, FEMA and state funding streams, and the long timeline for reimbursement. Cal OES said it had pre-positioned resources, temporarily took over the county’s wireless emergency alert function for about three weeks, coordinated debris removal and recovery operations, and had already allocated more than $286 million in state funds. Officials also discussed the 100% federal cost share for emergency work for 180 days and the uncertainty created by changing federal processes and the cancellation of the BRIC resilience program.
The committee also heard two smaller Cal OES items: a request to reappropriate about $22 million for the law enforcement mutual aid reimbursement program, which the LAO said should be placed in statute with clearer goals and reporting, and an update on Victims of Crime Act funding, where Cal OES said federal VOCA allocations have fallen sharply and that roughly $224 million would be needed to maintain current service levels if federal funding does not improve. Public comment included a request for funding to expand datacasting and emergency alert receivers for wildfire and earthquake warning.
FL
Transcript Highlights:
- I said, this has been put into place in other states, so we probably should look at some of those models
- And my fear is, in fact, my hard prediction is that whatever you do with this bill is not going to solve
Summary:
The committee first took up CS for Senate Bill 304, which would address child protective investigations involving children with certain pre-existing genetic or medical conditions. Senator Sharif said the bill is intended to prevent children from being wrongly removed from their families when symptoms of conditions such as Ehlers-Danlos syndrome, osteogenesis imperfecta, rickets, or vitamin deficiencies are mistaken for abuse. Several parents and advocates testified in support, describing long dependency cases and removals they said were caused by misdiagnosis. The committee adopted a substitute amendment that removed language requiring certain medical personnel to provide differential-diagnosis analysis, and the bill then passed favorably with unanimous support.
The committee then heard SB 1430 on post-judgment execution proceedings relating to terrorism, sponsored by Senator Collins, who described the long effort by U.S. victims of the FARC to enforce a federal judgment and recover assets. The bill would clarify procedures for terrorism-related judgments, modernize intangible asset law, and help prevent terrorists from hiding assets or blocking wire transfers. After one supportive appearance form and no debate, the bill passed favorably. The committee also approved SB 96, a local claims bill for Jacob Rogers, and SB 382, an affordable housing rent bill that was amended to define base rent and apply to certain shorter-term rental agreements entered after July 1, 2026; SB 382 drew support from housing advocates and some opposition, but passed unanimously.
Several claims bills were also approved: SB 4 for Patricia Armini, SB 6 for Jose Correa, SB 28 for Darlene Engerville and J.R., SB 30 for the estate of M.N., and SB 24 for Mandy Penny Lemon, each involving injuries or damages caused by local government or hospital district negligence and each reported favorably after brief testimony and roll calls. The committee also passed SB 658 on waiver or release of liens after discussion about form language and enforceability. SB 72, which would allow campaign funds to pay certain child care expenses incurred while a candidate is actively campaigning, prompted questions about definitions and safeguards; the sponsor said the bill would require the expense to exist only because of campaign activity, and the bill was reported favorably.
Finally, the committee approved SB 1142 on release of conservation easements, which would create a statewide process for releasing certain small, low-value parcels from conservation easements if mitigation credits are secured elsewhere. The bill drew support from the sponsor and a property representative, but environmental advocates and President Passidomo raised concerns about flood control, wildlife corridors, and whether the bill was too property-specific; the sponsor said he would continue working on the language. The committee also heard extensive testimony on SB 1622, which would repeal the 2018 customary use law and restore local authority over public beach access. Supporters argued the current law has privatized beaches, hurt tourism, and led to harassment and conflict, while opponents defended private property rights and warned against taking away owners’ ability to exclude others. The transcript ends during testimony on SB 1622, before a final vote is shown.
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 4 on Climate Crisis, Resources, Energy, and Transportation Mar 19th, 2025
CA
HI
Hawaii 2025 Regular Session
TCA Public Hearing 01-30-2025
Transcript Highlights:
- warned about this now opening up the opportunity for foreign influence in our elections, and that prediction
- warned about this now opening up the opportunity for foreign influence in our elections, and that prediction
- influence in our elections<00:59:13.920>
and <00:59:14.079>that <00:59:14.280>prediction - <00:59:14.680>
is <00:59:14.839>sadly elections and that prediction is sadly elections - and that prediction is sadly proven<00:59:15.520>
to <00:59:15.599>be <00:59:15.799>
Summary:
The committee heard testimony on several transportation-related measures. SB 282 would increase penalties for using an uncrewed aircraft, or drone, in the commission of a felony. The Honolulu Department of the Prosecuting Attorney strongly supported the bill, saying drones are being used to facilitate crimes such as burglaries, sex offender registration violations, and even murders, and that the measure would create a stronger deterrent and address sentencing issues. Members discussed how drone use could be investigated and noted that a prior Uncrewed Aircraft Offenses Act already covers a range of drone-related offenses. Testimony also included support from a Kauaʻi County Council member and the Office of the Public Defender, and the bill was then set aside as the committee moved on.
The committee also heard SB 1032 on campaign finance, which would amend restrictions on foreign nationals and foreign corporations making contributions and expenditures. Testimony was listed in support from labor, civic, and advocacy groups, with some opposition, but the measure was not debated further in the portion provided. SB 1160, a consumer protection bill on ticket resale, drew support from venues and event groups and opposition from the Chamber of Progress, which argued the bill should target scalpers and deceptive practices rather than legitimate resale platforms. The Attorney General suggested an amendment to limit the bill’s scope to Hawaiʻi events, citing Commerce Clause concerns.
On SB 344, requiring skateboard users under 16 to wear helmets, the Department of Transportation, Honolulu Police Department, and the Kiki Injury Prevention Coalition supported the measure. SB 106, which would let pedestrians cross outside marked crosswalks when a reasonably careful pedestrian would see no immediate danger, drew mixed testimony: public health and equity advocates supported it as a safety and anti-profiling measure, while others opposed it, warning it could increase danger on wider, faster roads. Committee members questioned whether Hawaiʻi’s current law is more dangerous because pedestrians must step into the roadway before drivers are required to stop, and the discussion continued at length without a final vote in the excerpt. The committee also heard SB 10009 on accessible parking fines, with DCAB and DAGS supporting the intent; a member asked that any new fine revenue go to the state parking revolving fund. SB 820, shortening the vehicle title transfer deadline from 30 days to 14 days, drew opposition from the Public Defender and Honolulu Customer Services, who said the current deadline is reasonable and the bill did not clearly solve a problem. Later measures included SB 1095 on license plate decal restrictions, SB 215 on towing and immobilization fees, and SB 1117 on electric mobility rebates and age/helmet rules, which received support from transportation and safety groups, though the transcript cuts off before any final actions or votes on those bills.
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Thursday, June 26, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- That sparked an idea, and then we got our economists to do the modeling.
- That sparked an idea, and then we got our economists to do the modeling.
- They didn't predict that.” Come on, people. Stop it.
- They didn't predict didn't project that. They didn't predict that. that. that.
- Yale Model Foundation, all these others, Yale Model Foundation, all these others, and<06:53:23.520>
MN
Transcript Highlights:
- . >> And, related to not being able to predict things, obviously gas prices are only one of the impacts
- not<00:42:06.360>
being <00:42:06.560>able <00:42:06.800>to <00:42:06.920>predict - <00:42:07.320>
things <00:42:07.760>the not being able to predict things the not being - able to predict things the obviously obviously obviously gas<00:42:10.280>
prices <00:42:10.680
HI
Transcript Highlights:
- I just wanted to say that there's a predictability that kids are looking for, and often times a safe
- 45.680>
a and I just wanted to say that there's a and I just wanted to say that there's a predictability - 46.720>
kids <00:49:46.960>are <00:49:47.200>looking <00:49:47.359>for predictability - that kids are looking for predictability that kids are looking for and<00:49:48.640>
often <00
Keywords:
arts education, student engagement, cultural literacy, public schools, funding, public art, cultural preservation, community identity, art management, performing arts, ticket surcharge, arts funding, education, community support, therapeutic arts, neurodiverse, autism, attention-deficit disorder, underserved communities, mental health
Summary:
The Committee on Culture and the Arts heard several measures focused on arts funding, public art, performing arts, and libraries. HB 2437 would appropriate funds for the State Foundation on Culture and the Arts’ Artists in the Schools program; the Foundation testified in strong support, explaining that demand has increased and that additional funding would allow more schools to be served. HB 2461 would raise the ceiling for the works of art special fund and provide money for maintenance and a collections manager position; the Foundation supported it and described major conservation needs, including large-scale repairs to public artworks such as the Tadashi Sato work in Hilo and the King Kamehameha statue, as well as ongoing bronze maintenance and new commissions affected by rising materials costs. HB 2604 would create a performing arts ticket surcharge; the Attorney General and Department of Taxation raised drafting and administration concerns, while the State Foundation supported the concept. HB 2605 would create a position to coordinate specialized arts programs and therapeutic arts interventions for underserved neurodivergent populations, and the Foundation supported that measure as well. HB 1860 would designate the Hawaii Symphony Orchestra as the state symphony orchestra and require annual reports; the Attorney General suggested clarifying the public purpose, and the Symphony, youth symphony, and many community supporters testified in favor, emphasizing educational, cultural, and civic benefits. HB 20001 would designate the first Friday in February as Love My Library Day; the State Public Library System, Friends of the Library, and individual testifiers strongly supported it, describing libraries as essential community and educational resources.
After hearing testimony, the committee took action on several bills. HB 2437 was recommended for passage with amendments in HD1, with the appropriation blanked out and the additional needed funding to be noted for Finance consideration; the vote was unanimous among members present. HB 2604 was also recommended for passage with HD1 and technical amendments, including deleting the term “Hawaii-based,” clarifying that student performances at public charter schools are exempt, aligning recordkeeping provisions with tax law, and setting an effective date of January 1, 2027. HB 2461 was deferred to decision-making on Friday, February 13. The transcript also indicates the committee moved through the remaining measures after testimony, but the excerpt ends before final votes are shown for HB 2605, HB 1860, and HB 20001.
NM
New Mexico 2026 Regular Session
House - Appropriations and Finance Jan 13th, 2026 at 09:00 am
House Appropriations & Finance
Transcript Highlights:
- States across the country are dealing with online gaming and other formats, including prediction markets
- So, and there's some legalities along those same lines going on with prediction markets.
- way through various different court systems, through state regulatory bodies, and in the case of prediction
- It's tough to predict them.
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 5 on State Administration Mar 25th, 2025
Transcript Highlights:
- It's difficult to predict what the behavior would be like if next year we were out, if we did not have
- And so predictability is really key in trying to figure out how do you best size and how do we best coordinate
- And I think that predictability for a pipeline allows you to have a better measurement of ongoing production
- But again, if there's always sort of consistent and predictable sources of funding, you can sort of moderate
Summary:
The Assembly Subcommittee on State Administration held a budget hearing focused heavily on housing, homelessness, and related administrative proposals. HCD reported that California housing production has increased, with 2023 completions up 13% from 2022 and entitlement and construction timelines improving, while members and advocates criticized the Governor’s January budget for zeroing out or sharply reducing several housing programs. Public testimony urged funding for affordable housing production, preservation, youth housing, CalHome, LIHTC, HAP, and related programs, and several speakers argued the state should not pull back after recent progress.
A major policy item was trailer bill language to allow HCD to access “excess equity” in existing affordable housing projects and recycle those funds into new or preserved housing. HCD and the LAO said the proposal could unlock tens or hundreds of millions of dollars, but members wanted guardrails and clearer statutory direction to ensure the funds stay within the intended housing purposes. The committee also discussed encampment resolution funding; HCD said the proposal would shift expenditure deadlines to the date of award rather than appropriation, while the LAO raised concerns about limited outcome data and urged the Legislature to use upcoming reporting before deciding on future funding.
The hearing also covered HCD trailer bills to consolidate default reserve funds into a centralized continuously appropriated account and to clarify reporting requirements for early rounds of the Homeless Housing, Assistance and Prevention program. HCD requested funding to implement chaptered legislation, including a new tribal housing program and reporting-related bills, and also sought extensions for certain reappropriations, including Homekey and REAP 2 deadlines. Public commenters and regional agencies supported flexibility for REAP 2 timing and other housing-related adjustments.
Finally, the Business, Consumer Services and Housing Agency presented the Governor’s reorganization proposal to split the current agency into a Housing and Homelessness Agency and a Consumer Protection Agency. The administration said the change would improve focus, efficiency, and coordination, but the LAO and several members questioned whether it would truly save money or improve accountability, especially given the need for new leadership, possible staffing changes, and the fact that the plan had not yet been formally submitted for review. No votes were taken during the hearing.
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Emergency Preparedness and Management Jun 21st, 2026 at 01:00 pm
Joint Committee on Emergency Preparedness and Management
Transcript Highlights:
- It means that these are over and above what is statistically predicted... ...in the CDC charts as of
- It means that these are over and above what is statistically predicted...
- It means that these are over and above what is statistically predicted.
Summary:
The Joint Committee on Emergency Preparedness and Management held a hearing on several emergency management bills, with most of the testimony focused on Senate Bill 539, which would prohibit COVID-19 mRNA vaccination or gene-altering procedures as a condition of entry, employment, school attendance, or access to public venues. Senator Durant and many public witnesses supported the bill, arguing that COVID-era mandates were coercive, ineffective, and harmful, and that the state should not require proof of vaccination in future emergencies. One witness, Joanne Tuller, testified in opposition, saying the government should retain authority to impose public health measures in emergencies and warning against permanently limiting that power based on the COVID experience.
The committee also heard testimony on Senate Bill 540, concerning the prevention of radioactive material discharge, with a Sierra Club representative and local residents opposing Holtec’s disposal of wastewater from the Pilgrim Nuclear Power Plant and citing health, environmental, and economic concerns in Plymouth and nearby communities. Senator Driscoll testified in support of Senate Bills 537 and 538, describing them as measures to strengthen the Commonwealth’s strategic preparedness stockpile and to create a framework for emergency response during surges in hospitalizations, including temporary waivers of prior authorization when hospitals are over capacity.
In addition, Dr. Jennifer Carlson testified in support of H.885, a resolve creating a special commission on the field of emergency management, arguing that the profession should be more fully professionalized and staffed by dedicated experts rather than part-time “second hat” officials. Several other bills on the docket, including H.883 and H.84, had no sign-ups. The chair closed each bill’s testimony section as the list was exhausted, and the hearing was adjourned without any votes taken during the session.
MN