Video & Transcript Research : 'predictive models'
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MN
Minnesota 2025-2026 Regular Session
Committee on Judiciary and Public Safety - Part 1 - 03/19/26
Judiciary and Public Safety
Transcript Highlights:
- Employees know what to expect, and agencies have a more predictable and credible process.
- Employees know what to expect, and agencies have a more predictable and credible process.
- , leadership structure, training model, leadership structure, training model, operational<00:23:11.120
- They're the most stable businesses with predictable overhead costs and housing.
- They're the most stable businesses with predictable overhead costs and housing.
NH
Transcript Highlights:
- And if I know that<06:17:25.360>
the <06:17:25.600>current <06:17:25.920>model <06 - :17:26.638>
is <06:17:27.040>family that the current model is family that the current model - “By clarifying these procedures, this bill promotes predictability, accountability, and confidence in
- Reconsideration stays under existing law, ensuring consistency and predictability for town officials
- Reconsideration stays under existing law, ensuring consistency and predictability for town officials
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Monday, July 21, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- These structures are important for certain business models like family businesses, but they also raise
- <05:55:08.878>
I and prepare to meet and predict them. - I and prepare to meet and predict them.
- This bill is modeled after the Holding Iranian Leaders Accountable Act, a bipartisan bill that I was
- >
the <06:15:49.600>Holding bill is modeled after the Holding bill is modeled after the
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Thursday, February 27, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- slightly cheaper less efficient a model slightly cheaper less efficient a model and<00:35:00.079
- More expensive and less efficient models of water heaters.
- <00:54:18.040>
this and get less efficient models this and get less efficient models this - <02:11:28.960>
at she was more than just a role model at she was more than just a role model - <04:01:32.120>
we're we're not living up to that model we're we're not living up to that model
NH
Transcript Highlights:
- bill educates that discrimination and prejudice are acceptable rather than teaching acceptance as the model
- bill educates that discrimination and prejudice are acceptable rather than teaching acceptance as the model
- bill educates that discrimination and prejudice are acceptable rather than teaching acceptance as the model
- Uh, as predicted, I oppose U. Bill 1447 and all the other similar bills.
NH
New Hampshire 2025 Regular Session
House Labor, Industrial and Rehabilitative Services (01/22/2025)
Labor, Industrial and Rehabilitative Services
Transcript Highlights:
- The training fund apprentice model is also one of the most successful recruiting and retention tools
- Just didn't have the funds or, unfortunately, the role models behind us to say, you know what, I want
- Just didn't have the funds or, unfortunately, the role models behind us to say, you know what, I want
- Just didn't have the funds or, unfortunately, the role models behind us to say, you know what, I want
- Just didn't have the funds or, unfortunately, the role models behind us to say, you know what, I want
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Wednesday, September 17, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- I had the opportunity to see this outstanding education model at work when I toured Santee High School
- convinced then and am even more certain now that the partnership has created a scalable and sustainable model
- , it's getting tanked as the cost of inputs are increasing and markets are becoming impossible to predict
WY
Wyoming 2026 Regular Session
Joint Corporations, Elections & Political Subdivisions, May 22, 2026 - AM
Corporations, Elections & Political Subdivisions
Transcript Highlights:
- Citizens Elections Bill of Rights and the principles in their model election laws handbook.
- I would like to encourage the committee to review the Election Integrity Network's model election laws
- <02:07:07.760>
election <02:07:08.159>laws integrity network's model election laws - integrity network's model election laws handbook<02:07:09.119>
which <02:07:09.360>is <02 - <02:07:15.199>
provisions for additional model provisions for additional model provisions
FL
Florida 2026 4th Special Session
February 18, 2026 - 03:30 PM
Transcript Highlights:
- This provides predictability for cemeteries while respecting the planning process and community compatibility
TX
Transcript Highlights:
- that's what I ultimately my objective in writing it the way I did was, trying to get you a more predictable
Keywords:
rock crushing, permits, air quality, environmental monitoring, aggregate production, seismicity, public meeting, land use, SB 1758, cement kiln, portland cement, aggregate production operation, aggregate quarry, semiconductor wafer manufacturing, chip fabrication, semiconductor plant, vibration, seismic disturbance, liability limitation, TCEQ
Summary:
The Senate Committee on Natural Resources took public testimony on Senate Bill 1757 and its committee substitute, a measure dealing with aggregate production operations and a new permitting option for rock crushers/aggregate facilities. Testimony centered on whether the bill should remain focused on air permitting or also include broader quarry operations such as stormwater, reclamation, monitoring, and public participation requirements. Supporters of the substitute, including representatives of the Texas Aggregate and Concrete Association and Associated General Contractors, said the bill would provide a voluntary third permitting option, preserve existing authorizations, and create a more practical regulatory path for Texas growth.
Opponents and critics, including representatives of Texas for Responsible Aggregate Mining, Job Materials, and Public Citizen, argued the bill as written was too weak or too broad in the wrong ways. They said best management practices should be set in statute or through negotiated rulemaking rather than left to TCEQ rulemaking, and they raised concerns about limited monitoring periods, vague air-monitoring standards, public notice procedures, and the inclusion of non-air requirements in an air permit. Several witnesses said the bill should better balance industry needs with neighborhood impacts and public health protections.
Chair Birdwell questioned witnesses about ongoing negotiations between industry groups and said the bill was intended to be a practical compromise. After testimony and questions, public testimony was closed. The committee left SB 1757 and its committee substitute pending, with no vote taken.
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Thursday, June 5, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- professional services, and predictable professional services, and predictable tariff<02:44:43.520
- Our nation needs more lives modeled on that of Teresa Nman.
- Our nation needs more<07:37:01.120>
lives <07:37:01.520>modeled <07:37:01.920>on - <07:37:02.080>
that <07:37:02.320>of <07:37:02.558>Teresa more lives modeled on - This model has likely been trained on non-public data by incompetent DOGE workers.
MN
Minnesota 2025 1st Special Session
Committee on Health and Human Services - 02/06/25
Health and Human Services
Transcript Highlights:
- We did implement a Sprint Medic model.
- Roseville is doing an alternative response model.
- >
response <00:07:26.280>model <00:07:26.919>so doing an alternative response model - <00:53:20.000>
that to try some of these new models that to try some of these new models that - create a new alternative response model create a new alternative response model um<00:53:41.559>
Summary:
The Health and Human Services Finance and Policy Committee met on February 6, 2025, for an update on emergency medical services (EMS) policy and implementation. Senator Seberger described the work of the EMS Task Force, which traveled statewide to hear concerns from providers about staffing, reimbursement, and retention. She said the task force led to the Sprint Medic model and two innovation zones in Otter Tail and St. Louis counties, and she urged continued monitoring and possible reconstitution of the task force to evaluate what is working and what could be expanded statewide. She also said future EMS work should continue to explore alternative response models and telemedicine, but that the most immediate need is additional funding, especially to address unpaid non-transport calls.
Dylan Ferguson, director of the newly formed Minnesota Office of Emergency Medical Services, gave a detailed update on the office’s structure and priorities after the transition from the Emergency Medical Services Regulatory Board. He described the office’s three divisions, the appointment of deputy directors, the first meetings of the advisory councils, and work on a statewide EMS strategic plan. He also reviewed the $24 million emergency ambulance aid program, explaining its 40-40-20 formula, the emphasis on rural services, the reporting and spending deadlines, and the positive response from ambulance providers. He noted that the $6 million Sprint paramedic grant program is underway, with Otter Tail County moving forward and St. Louis County still finalizing its application.
Ferguson also outlined the office’s budget request for modest staffing and contract-cost increases, two rulemaking efforts to update outdated ambulance vehicle standards and expand medication options for basic life support services, and ongoing data collection on workforce needs, violence against EMS providers, and ambulance crashes. He highlighted the paramedic scholarship program administered by the Office of Higher Education, saying nearly 300 scholarships have been awarded. Members and Senator Seberger praised the EMS reforms and emphasized that non-transport calls create significant unreimbursed costs, especially for rural and volunteer services, but no votes or formal committee actions were taken during the meeting.
VT
Transcript Highlights:
- Mental health is not a steady state for anyone any more than we can predict or know when some other aspect
- more<00:01:57.840>
than <00:01:58.079>we <00:01:58.240>can <00:01:58.399>predict - <00:01:58.960>
or anyone any more than we can predict or anyone any more than we can predict
Summary:
The House opened with a devotional for Mental Health Awareness Month, focused on the fragility and renewability of mental health and the importance of human connection, kindness, and reaching out to people who are struggling. The chamber then handled several referral items, including first reading and referral of Senate Bill 329, an act relating to criminal procedures involving firearms, to the Judiciary Committee. It also referred Senate Bills 323 and 326 to the Committee on Appropriations because they carry appropriations, and noted that Senate Bill 278, relating to cannabis and state revenue, had been reported favorably with amendment and was referred to Ways and Means under House Rule 35A.
The House took up Joint Senate Resolution 53 on weekend adjournment for May 15, 2026, and adopted it in concurrence by voice vote. The chamber also read House Concurrent Resolution 284 honoring former Senate Majority Leader and Department of State’s Attorneys and Sheriffs’ Executive Director John F. Campbell for his public service, including his work on marriage equality and gun control, and members gave remarks recognizing his leadership, humor, and impact on the institution. Several guests were welcomed and recognized during announcements, including a representative involved in a diaper drive, local officials, and Norma Malone, who was honored for decades of public service in Barry Town and related local boards.
The main floor action was on Proposal 4, a proposed constitutional amendment on equality of rights. The Judiciary Committee recommended concurrence, and the member from Burlington explained the amendment’s purpose and process, emphasizing that it would add an equal protection guarantee to the Vermont Constitution covering race, ethnicity, sex, religion, disability, sexual orientation, gender identity, gender expression, and national origin, while preserving other constitutional protections. The member also reviewed the proposal’s prior passage in both chambers in the previous biennium and its current path toward appearing on the November 2026 ballot if approved again by the House and Senate. The transcript ends while the House is still hearing extended remarks on Proposal 4, with no final vote on the amendment shown in the excerpt.
NH
New Hampshire 2026 Regular Session
House Public Works and Highways (03/31/2026)
Public Works and Highways
Transcript Highlights:
- money that'll be raised, and over time, and then, you know, with the increase of traffic as it's predicted
- 12:55.800>
it's with the increase of traffic as it's with the increase of traffic as it's predicted - :12:57.560>
a <00:12:57.600>sense <00:12:57.920>of <00:12:58.000>the predicted - , uh we get a sense of the predicted, uh we get a sense of the revenue<00:12:58.400>
that <00:12
MN
Transcript Highlights:
- So, pretty much predictable where this stuff is somewhere near there is going to have these contaminants
- So, pretty much predictable<00:34:34.480>
where <00:34:34.720>this <00:34:34.960>stuff - <00:34:35.280>
is predictable where this stuff is predictable where this stuff is somewhere
Summary:
The meeting was a PFAS-focused hearing of the Capital Investment Committee, with members informally discussing the scale of PFAS cleanup costs, possible Minnesota-made removal technology, and even committee birthday treats before the testimony began. No formal votes or motions were taken in the portion provided. The chair also noted the committee was waiting on a computer/cable issue before starting the presentation.
The main testimony came from Sandy Wyn, co-chair of the Great Lakes PFAS Action Network, who described how PFAS contamination affected her Michigan community. She recounted that her private well tested at extremely high PFAS levels after a state visit, linked the contamination to Wolverine Worldwide’s historic dumping practices, and said the pollution spread through groundwater and municipal systems. She emphasized that PFAS are widespread in consumer products, firefighting foam, wastewater biosolids, and agriculture, and argued that the chemicals’ persistence makes them difficult to manage once released.
Wyn said PFAS exposure is associated with health problems including cholesterol issues, liver and thyroid damage, kidney cancer, low birth weight, and reduced vaccine response in children. She told members she had her own blood tested, later developed thyroid cancer, and said a local child had very high PFAS levels and vaccine complications. Members asked for supporting studies, and she referenced the C8 study and other research. She urged stronger product restrictions, labeling, blood and water testing support, caution around biosolids, and continued efforts to reduce PFAS use, while acknowledging some limited uses may still be necessary in critical applications like military firefighting foam or medical devices.
MN
Minnesota 2025-2026 Regular Session
House Transportation Finance and Policy Committee 2/25/26
Transportation Finance and Policy
Transcript Highlights:
- fee to these transactions was not the policy goal, and this legislation ensures consistent and predictable
- ensures goal and this legislation ensures consistent<00:47:40.160>
and <00:47:40.400>predictable - <00:47:40.960>
treatment <00:47:41.200>for consistent and predictable treatment for - consistent and predictable treatment for our<00:47:41.599>
members.
Keywords:
cancer, disability, parking certificates, transportation, state law, school bus, schoolchildren, student safety, traffic safety, stop arm, flashing red lights, amber lights, passing a school bus, 20 feet, vehicle stopping distance, driver duties, school transportation, Minnesota traffic law, school bus law, bus stop signal
HI
Transcript Highlights:
- However, the department is concerned the wording is too vague to provide predictable guidance or to prevent
- However, the department is concerned the wording is too vague to provide predictable guidance or to prevent
- increase the number of associate judges on the intermediate court of appeals from 6 to 7. provide predictable
- guidance or to provide predictable guidance or to prevent<00:03:15.440>
litigation.
Bills:
SB2444, SB2446, SB2450, SB2453, SB2461, SB2457, SB2462, SB2313, SB2528, SB2532, SB2571, SB2678, SB2529
Keywords:
real property, exemption, attachment, execution, consumer protection, financial security, inflation adjustment, head of family, senior citizens, Intermediate Court of Appeals, judges, Hawaii judiciary, court membership, legal system, presidential preference primary, elections, political parties, Hawaii voting, 2028 election, voting
Summary:
The Judiciary Committee heard testimony on several bills. SB 2444 would raise the real property exemption amount for attachment or execution, which the Attorney General said could create vague retroactivity language and litigation risk; the committee noted the exemption had last been adjusted around 1978. SB 2446 would add a seventh associate judge to the Intermediate Court of Appeals. Judiciary staff testified in opposition, saying recent internal restructuring and a pending vacancy had improved output and that it would be prudent to wait and see the effect before adding another judge. The Public Defender supported the goal of faster appellate resolution but said it would defer to the court’s assessment and had no objection to revisiting the issue later. The committee also discussed current appellate timelines, with staff saying at least 225 days is built into the process before a case reaches a merit panel, and that a two-year delay from panel assignment was realistic under the current structure.
The committee then heard SB 2450, which would establish a presidential preference primary for the 2028 cycle. The Chief Election Officer said the election would cost about $4 million, less if combined with the regular primary. Several opponents argued the bill would add bureaucracy, duplicate or undermine party-run processes, and waste taxpayer money; one speaker estimated the total cost could be closer to $6 million when county costs are included. Supporters and committee members discussed that the measure would not require parties to use the results and that Hawaii remains one of the few states still using caucuses. The committee also asked whether counties could staff the election and whether the results would be useful given Hawaii’s current primary timing.
SB 2453 would require the Office of Elections to include a notice with each ballot that a digital and printed voter information guide is available, with the notice in 32-point font as a separate insert. The Chief Election Officer said the insert would cost about $90,000 and asked for an effective date of January 1, 2027 because mailing preparations for the primary would already be underway. The Disability and Communications Access Board, League of Women Voters, National Federation of the Blind of Hawaii, and others supported the bill. The committee also began hearing SB 2461, which would have the Office of Elections prepare a questionnaire for candidates and publish responses online and in the voter guide; the Chief Election Officer said the office did not think it should be the agency to shape campaign questions, though he said it could work if the questions were specified in statute.
Finally, the committee heard SB 2457, which would require a criminal conviction before seized property could be forfeited. The Attorney General and Honolulu Police Department opposed the bill, arguing it would prolong cases, increase storage costs, and make forfeiture less effective against crime, especially where owners flee, die, or hide assets through shell companies. The Public Defender strongly supported the measure, saying forfeiture should be tied to convictions and that people challenging forfeiture often lack counsel. The Honolulu Prosecutor also opposed the bill, but said it supported transparency, due process, and even a right to counsel; it argued conviction-only forfeiture would fail in cases involving fugitives, deceased suspects, or hidden ownership structures. The committee questioned what would happen to property if an owner could not be found, and the prosecutor said the outcome would depend on the type of property and could involve abandonment or interpleader proceedings.
NH
New Hampshire 2025 Regular Session
House Finance Division I (09/18/2025)
Transcript Highlights:
- House now for 11 years, and during that span of time, I've learned that it's almost impossible to predict
- almost of time, I've learned that it's almost impossible<00:17:12.959>
to <00:17:13.280>predict - <00:17:13.600>
what <00:17:13.839>the <00:17:14.000>Senate impossible to predict - what the Senate impossible to predict what the Senate will<00:17:14.480>
do.
Summary:
The committee first took up House Bill 219, which would revise the renewable portfolio standard. Representative Bose explained that the bill would modify class one definitions, eliminate class two, reduce the utility obligation for class one thermal renewable energy certificates from 2.2% to 1.7%, and adjust alternative compliance payments for classes one, three, and four. He said the changes were intended to save ratepayers an estimated $5.7 million annually, would not materially harm the renewable portfolio standard, and would have little effect on class two because that market is already saturated. Members questioned the impact on consumers, the state budget, and the renewable energy fund; Bose said the fund had already been redirected in the state budget, and another member noted an amended fiscal note showing a $1.2 million reduction in general fund revenue. The committee also discussed the bill’s history, including that it had been added to HB 2 and later removed by the Senate, and Bose said the Senate’s eventual action was hard to predict.
The committee then heard House Bill 164 on local records retention from Secretary of State David Scanlan. He said the long-standing local records manager position had never been funded, but that the need for it had grown as towns increasingly digitize records and must ensure accessibility, including ADA compliance. He described the bill as a way to provide state support and expertise to municipalities, especially smaller towns with limited resources, and said the fiscal note for hiring the position remained accurate, though broader website and storage costs could rise over time. Members asked about retrieving lost records, the cost of a public website, and whether records should remain local or be stored at the state level; Scanlan said the state would serve as a resource rather than take control of local records.
Finally, the committee began work on House Bill 365, also with Secretary Scanlan, concerning proof of U.S. citizenship for indigent voters. He said the bill would help voters who may lack required documents under the new voter registration law by allowing the state to verify qualifications through federal, private, or other state databases and by providing vouchers to cover the cost of obtaining documents such as birth certificates. He compared the proposal to earlier voter ID accommodations and said the goal was to help qualified voters meet the new requirements without weakening them. Members raised questions about defining “indigent,” how out-of-state birth records would be handled, and the practicality of the verification process; Scanlan said the term would likely need further discussion and that the state would try to assist voters before election day whenever possible.
NH
New Hampshire 2025 Regular Session
Senate Election Law and Municipal Affairs (05/13/2025)
Election Law and Municipal Affairs
Transcript Highlights:
- uh being able to set percentage increases every year, um it buys the voters some semblance of predictability
- semblance<00:51:44.640>
of voters some some semblance of voters some some semblance of predictability - 46.720>
I <00:51:46.880>think <00:51:46.960>that's <00:51:47.200>one predictability - And I think that's one predictability.
MN
Minnesota 2025-2026 Regular Session
House Public Safety Finance and Policy Committee 3/3/26
Public Safety Finance and Policy
Transcript Highlights:
- Our goal is to create a licensing framework that is consistent and predictable.
- bill simply extends the graduated model bill simply extends the graduated model to<00:04:11.120>
- She said the state is new to the task force model, but other states are not.
- <01:33:48.800>
There <01:33:48.960>are force model of the program. - There are force model of the program.
Keywords:
Bureau of Criminal Apprehension, BCA, Use of Force Investigations Unit, federal agents, Department of Homeland Security, DHS, Immigration and Customs Enforcement, ICE, Customs and Border Protection, CBP, U.S. Citizenship and Immigration Services, USCIS, officer-involved death, use of force, law enforcement accountability, police oversight, independent investigation, criminal sexual conduct, sexual assault, peace officers
Summary:
The committee approved the minutes from February 25, 2026, and then took up several Department of Corrections-related bills. House File 3768, as amended by the A1 amendment, would extend the DOC’s graduated licensing and enforcement tools to juvenile detention facilities and state-licensed halfway houses, allowing corrective action plans and conditional licenses instead of only revocation. Commissioner Paul Schnell and Dakota County Juvenile Services Center Deputy Director Matt Bower testified in support, saying the bill would improve consistency, stability, and accountability without changing jail licensing. Members asked about costs and sheriff input; the commissioner said the bill is cost-neutral and that sheriffs were informed but did not provide input. The committee adopted the amendment and recommended the bill to the general register.
The committee then heard House File 3769, another DOC technical update bill, which would clarify tuberculosis screening procedures when incarcerated people refuse testing, allow mental health units at more than one facility and short-term stabilization at Oak Park Heights when clinically appropriate, and clarify the department’s substance use disorder treatment programs. Schnell said the changes were technical but important for effective operations. Members again asked about county costs and sheriff support, and the commissioner said the bill affects only DOC facilities and is cost-neutral. The committee approved the motion to re-refer the bill to the Health Finance and Policy Committee.
The final major item was House File 3405, the chair’s bill, as amended by the A3 amendment. The amendment broadened the definition of federal agents, made the effective date retroactive, and removed a sexual assault investigation section to eliminate the fiscal note. The bill would require the BCA’s use-of-force unit to investigate deaths caused by federal agents in Minnesota, not just Minnesota peace officers. Chair Mohler argued the bill closes a loophole and ensures state-level, independent investigations; Dr. B.B. Newman testified in support, saying it preserves Minnesota’s investigative authority and public confidence. Deputy Superintendent Scott Mueller said the BCA already investigates deadly-force cases and has handled some federal-related cases, but he did not think the bill was necessary and recommended a no vote. Members debated whether the bill was needed given existing practice, with supporters saying the statute should clearly require state investigation and opponents questioning whether it would change anything. The committee adopted the amendment and continued discussion of the bill as amended.