Video & Transcript Research : 'predictive models'

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NH

New Hampshire 2026 Regular Session

House Municipal and County Government (01/23/2026)

Municipal and County Government

Transcript Highlights:
  • Specifically, I think the key sentence is the New Hampshire Municipal Association states it's hard to predict
  • Specifically, I think the key sentence is the New Hampshire Municipal Association states it's hard to predict
  • Specifically, I think the key sentence is the New Hampshire Municipal Association states it's hard to predict
  • Specifically, I think the key sentence is the New Hampshire Municipal Association states it's hard to predict
  • Association states it's hard to predict the exact cost of this proposal because of many factors that
Keywords: 1189, house, all
NH

New Hampshire 2025 Regular Session

House Session (04/10/2025)

New Hampshire House Floor Meeting

Transcript Highlights:
  • in the governor's budget and we compare it to the revenue that the House Ways and Means Committee predicts
  • in the governor's budget and we compare it to the revenue that the House Ways and Means Committee predicts
  • in the governor's budget and we compare it to the revenue that the House Ways and Means Committee predicts
  • in the governor's budget and we compare it to the revenue that the House Ways and Means Committee predicts
  • in the governor's budget and we compare it to the revenue that the House Ways and Means Committee predicts
Keywords: 1189, house, all
WY

Wyoming 2026 Regular Session

Select Water Committee, May 7, 2026

Select Water Committee

Transcript Highlights:
  • The question is how municipalities can fund them responsibly, predictably, and transparently over time
  • reason Casper was bringing it forward was we had seen which Evanston should be held up as a terrific model
  • reason Casper was bringing it forward was we had seen which Evanston should be held up as a terrific model
  • reason Casper was bringing it forward was we had seen which Evanston should be held up as a terrific model
  • Casper was bringing it forward was we had seen which Evanston should be held up as a terrific model,
Keywords: 916, all
NH

New Hampshire 2025 Regular Session

House Finance Division I (02/28/2025)

Transcript Highlights:
  • Page 581: you're predicting that your utilities expense at Cannon is going to go down by a third.
  • page questions um page 581<04:03:01.680> um<04:03:02.680> you're<04:03:03.680> predicting
  • that that your 581 um you're predicting that that your utilities<04:03:06.319> expense<04:03:
  • If it's a rainy summer, the parks license plates also help us predict our budget better because of the
  • Help us predict our budget better because of the support from folks who buy that license plate.
Keywords: 928, house, all
Summary: The committee reviewed the Department of Corrections budget, with the chair initially noting that the overall numbers looked close to fiscal year 2024 spending, except for federal funds. Department officials explained that prior ARPA expenditures and delayed revenue recognition had distorted the comparison, and that the corrected general fund spend was about $169.7 million. Members then focused on whether the budget’s staffing assumptions were realistic, especially the shift from overtime to full-time lines and the use of vacant positions to offset overtime costs. The department said it is leaning on vacancy savings, but would return for additional appropriations if unforeseen staffing problems arise. A major portion of the discussion centered on recruitment, retention, and staffing levels. Officials reported a 42% vacancy rate in enforcement ranks, down from 51% in January 2023, with 28 new officers headed to the next academy and 33 new hires already tracked. They said overtime is more expensive than regular staffing because of benefits and that it takes about 11 months for a new hire to break even. Members also asked about the split between incarcerated and supervised populations; the department said it oversees about 1,970 inmates in facilities and just over 4,000 people in the community, with 77 positions supervising the community population and the inmate population remaining the most expensive area. The committee also discussed how sentencing and statutory changes affect incarceration levels, including misdemeanor/felony thresholds and theft thresholds, with the department agreeing that such changes can significantly affect prison and jail populations. Members asked about education and recidivism, and the department said base education is the most important foundation, followed by vocational training, while noting that many incarcerated men lack a high school diploma. The department also described a $1.3 million reduction in contracted forensic evaluation services, explaining that these evaluations are court-ordered competency assessments and are not statutorily required to be provided by DOC. Finally, members reviewed victim services funding and staffing, including VOCA-supported positions, and the department explained that a new victim witness specialist would help support survivors at parole hearings and safety planning.
AL

Alabama 2026 Regular Session

Alabama Senate Mar 3rd, 2026

Alabama Senate Floor Meeting

Transcript Highlights:
  • You and I can't predict what that may be.
  • have led in is our broadband expansion, and we've been able to introduce some things that made us the model
  • have led in is our broadband expansion, and we've been able to introduce some things that made us the model
  • have led in is our broadband expansion, and we've been able to introduce some things that made us the model
  • And you may have a model piece of legislation that other folks pick up and take with it and run with
Keywords: 920, all
Summary: The Alabama Senate convened with prayer, the pledge, and roll call, establishing a quorum and adopting routine motions to excuse absent senators, dispense with the prior journal, and allow bills and committee reports to be received throughout the day. The chamber also welcomed several guests, including members of the Kappa Alpha Psi fraternity and other visitors in the gallery. The Senate received multiple House messages, referring several House bills on taxation, local legislation, and the entertainment industry to committee, and concurred in House amendments to Senate Bill 259 on counties and Senate Bill 228 on the Alabama Space Authority. Committee reports then advanced a number of bills, including favorable reports from Judiciary, County and Municipal Government, and Local Legislation committees, with several bills receiving substitutes or minor dissent. The Senate also re-referred Senate Bill 333 to Local Legislation, Mobile County, and Senate Bill 292 to County and Municipal Government. Members adopted several commemorative resolutions, including Senate Joint Resolutions honoring Lt. Col. Jonathan David Schultz, Honda’s 25 years of operation in Alabama, Mrs. Kelly Fischer as Alabama High School Principal of the Year, and Peggy Sers Benson on her retirement from the Alabama Board of Nursing. The Senate also adopted a Rules Committee report setting a special order calendar that included bills on ground ambulance services, counties and municipalities, solid waste collection fees, public schools, and public assistance. On the floor, the Senate passed local bills including Senate Bill 324 on Tallapoosa County, House Bill 485 on Clark County, House Bill 479 on Cusa County, House Bill 410 on Limestone County, and House Bill 412 on Limestone County. The chamber then took up Senate Bill 254 on parole, adopting an amendment offered at the request of district attorneys to clarify the Pardons and Paroles Board’s discretion, and passed the bill 26-2. The Senate also debated Senate Bill 269 on ground ambulance services, with the sponsor describing it as a pilot bill addressing reimbursement, surprise billing, reporting requirements, and “treat in place” options; Senator Stutts raised concerns that it would shift costs to a smaller group of payers and increase premiums, while the sponsor argued it could reduce unnecessary transports and save money. The transcript ends during that discussion, with no final vote on SB 269 shown.
MN
Transcript Highlights:
  • In addition to long-term and dedicated funding needs to be predictable, and funding for public transit
  • is predictable funding for public transit.
Keywords: 1187, senate, all
CO

Colorado 2026 Regular Session

Colorado House 2026 Legislative Day 092 Apr 16th, 2026

Colorado House Floor Meeting

Transcript Highlights:
  • function equitably in the absence of trust, and trust is not an abstract ideal; it is built through predictability
  • , transparency, and accountability. conduct for what it is, theft predicted conduct for what it is, theft
  • predicted on<01:48:07.960> deception<01:48:09.040> and<01:48:09.240> misuse<01:
Keywords: 981, all
Summary: The House convened with a quorum, approved the journal, and then spent much of the early portion of the meeting on recognitions and announcements. Members welcomed the Sikh community of Colorado for Baisakhi and Sikh Awareness and Appreciation Month, noted a langar lunch at the Capitol, and announced a governor’s proclamation later in the day. Other tributes highlighted Jackie Robinson Day, Golf Day at the Capitol, an upcoming Colorado Religious Freedom Day event, and an Alpha Kappa Alpha Sorority legislative day and youth leadership program. After announcements, the chamber moved to business and adopted a motion making Senate Bill 109, Senate Bill 104, House Bill 1245, and Senate Bill 121 special orders for April 15. The House then began consideration of Senate Bill 109, concerning building code standards for accessible housing supported by public money. The committee report was adopted, and debate focused on an amendment offered by Representative Soper to exempt counties that have not adopted international building codes. Supporters argued the amendment would protect rural counties, preserve local control, and avoid higher housing costs and budget strain; opponents said it would undermine uniformity. Several members spoke in favor, and the amendment was still under discussion when the transcript ended. Committee announcements also noted that Judiciary would hear Senate Bill 1283 and Senate Bill 85, Education would hear Senate Bill 153, and Health and Human Services would hear Senate Bill 60, House Bill 1347, and House Bill 1314 for action only. The House also heard that House Bill 1250 would be pushed to the following week.
MA
Transcript Highlights:
  • written that there are broad exemptions for the governor's office and the legislature, and so I would predict
Keywords: 995, all
Summary: The hearing opened with committee chairs explaining the Special Joint Committee on Initiative Petitions’ role under Article 48 and outlining the process for initiative petition 25-14, H5-004, an act to improve access to public records. The first panel consisted of subject-matter experts. William Clark of the National Conference of State Legislatures gave an overview of public records laws across states, noting that all states have some form of open-records law but that exemptions for legislatures vary widely. He discussed common legislative exemptions, legislative privilege, and court cases showing that outcomes often turn on specific constitutional and statutory language. Rebecca Murray, General Counsel for the Secretary of the Commonwealth, described Massachusetts public records trends, saying state agency requests and appeals have risen sharply since the 2017 law update, with 2025 setting a record for appeals. She said the initiative would extend the public records law to the General Court and the Governor’s Office and add exemptions specific to those offices, while also noting resource concerns from the growing volume of requests and appeals.
NH
Transcript Highlights:
  • It is very difficult to predict when the next emergency might happen.
Keywords: 928, house, all
Summary: The hearing reconvened with testimony from several agencies on their capital budget requests. The Department of Environmental Services requested a little over $38 million, with major emphasis on dam repairs and design work for aging state-owned dams, including a $5.25 million match for possible FEMA BRIC funding at Pawtuckaway/Tuckaway and other projects such as Milton Three Ponds, Murphy Dam, and Lakeport Gates. DES also requested funding for state revolving loan fund matches, a Superfund match for the Savage Well site, IT and air-monitoring upgrades, and a new $750,000 cybersecurity request for water and wastewater systems. Committee members asked about FEMA eligibility, the distinction between design and construction money, and the timing and risk of banking funds if federal grants do not materialize. The University System of New Hampshire requested $20 million in state support, primarily $15 million for a major Diamond Library renovation at UNH to create a student support hub and reduce/repurpose collection space, plus $2.5 million each for deferred maintenance at Plymouth State and Keene State. The Community College System requested about $16.6 million across seven projects, led by critical maintenance, campus safety/security upgrades, IT infrastructure, parking and site improvements, HVAC replacement at White Mountains Community College in Littleton, a building management/energy system, and modernization of NHTI’s dental clinic and radiology spaces. The Department of Education requested $29.5 million, including a $4.9 million internal management platform to replace paper-based and siloed systems, plus career and technical education capital projects; Milford’s CTE project was described as being revised after repeated failed bond votes, while ConVal said its revised project would focus on modernizing existing CTE space and adding a security vestibule. Fish and Game requested $1.075 million for three facilities: Sewall Falls in Concord, the Lancaster Armory, and the Bunker Lane Barn in Durham, focusing on structural repairs, security, reconfiguration, and in one case replacement of a failing barn with a new 40-by-60 building. The department also said hatchery work is ongoing but that it is taking a cautious approach because of the planned New Hampton Hatchery and future capital needs. The Department of Natural and Cultural Resources requested $9.26 million for eight projects, including campground electrical upgrades at Ellacoya and Lake Francis, White Lake water system replacement, Mount Washington fuel tank and safety work, Odiorne Point visitor center work funded through parks revenue, roofing and parking lot repairs, Fox Forest office safety upgrades, and historic site repairs at White Island and Fort Constitution. Members asked about revenue-based capital, the stability of the parks fund, and flexibility in choosing projects as bids come in. The Department of Transportation began its presentation at the end of the transcript, but its detailed requests were not yet discussed.
LA

Louisiana 2026 Regular Session

Administration of Criminal Justice May 19th, 2026

Administration of Criminal Justice

Transcript Highlights:
  • And when you're looking at outside investment coming to Louisiana, they like predictability.
Summary: The Criminal Justice Committee met on May 19, 2026, with a long agenda and several members’ bills and resolutions. The committee first considered HB 255, as substituted, which would add up to two years of imprisonment for a person charged with a felony or rioting offense who wore a mask or face covering to evade identification, with exceptions for religious coverings, motorcycles, and medical use. Supporters said it targeted concealment during felonies; the ACLU opposed it as redundant and potentially overbroad, while the Louisiana District Attorneys Association clarified the enhancement would apply only to felony convictions. The committee adopted the substitute and reported HB 255 favorably by a vote of 8-3. It then advanced HB 378, which creates penalties for using a vehicle to obstruct first responders and law enforcement; after an amendment narrowed the bill to first responders, it was reported favorably. HB 1090, increasing penalties for arson of a religious building, also passed favorably after testimony emphasizing attacks on houses of worship. HR 272, requesting a study on parental discipline, abuse allegations, and juvenile delinquency, was reported favorably as well. The committee also heard HB 479, the Fiscal Truth and Sentencing Act, which would require more detailed reporting on incarceration costs and sentencing impacts. Supporters, including the ACLU, said the bill would improve transparency and help lawmakers make better fiscal decisions; clerks of court opposed it as an unfunded mandate. Despite amendments shifting reporting duties and clarifying compliance with Children’s Code Article 412, the bill failed on a 4-7 roll call. The committee then deferred HCR 99 and took up HR 278, which asks the Attorney General to consult stakeholders and review electronic monitoring laws and regulations; supporters described serious failures in the current GPS monitoring system, and the resolution was reported favorably. HR 273, creating a task force to study work release programs, was also reported favorably after members said it would help refine the system and gather cost data. Later, the committee heard SB 448 on the Office of the State Public Defender. After discussion of a recent Supreme Court ruling and concerns about expert-witness funding and indigency determinations, the committee adopted an amendment adding a contradictory-hearing process and appellate review protections, then reported the bill as amended. HCR 100, concerning casino property sales, was amended to remove specific property references and instead urge the Gaming Control Board to consider economic development, job creation, and community benefit; the casino association withdrew opposition after the amendment, and the resolution was reported favorably as amended. The committee also voluntarily deferred SB 278 and HCR 91. HB 261, which would create exceptions to abortion laws for rape and certain sex offenses, drew extensive emotional testimony from supporters and opponents, including survivors and legislators discussing rape, incest, and fetal life; the bill was defeated 2-10. Finally, the committee took up HB 778 on kratom possession, with the author arguing for a distinction between natural kratom and synthetic products, and supporters and opponents offering conflicting testimony about safety, addiction recovery, and regulation.
AZ

Arizona 2026 Regular Session

02/18/2026 - House Judiciary

Judiciary

Transcript Highlights:
  • The practical result is predictable: organizations working with vulnerable populations will restrict
Summary: The committee first heard HB 2931, which would continue the Arizona Civil Rights Advisory Board for eight years. Staff and the sponsor described it as a continuation measure to preserve the board’s civil rights reporting and advisory role. One supporter from the Civil Rights Division testified that the board is a volunteer, nonpartisan body that issues reports on civil rights issues, while the division itself protects Arizonans in employment, housing, voting, and public accommodations. The bill passed on a 5-3 vote with a due pass recommendation. Members then considered HB 2862, a strike-everything amendment creating a sentencing enhancement for crimes committed while wearing a mask to conceal identity, narrowed by amendment to Title 13 offenses only. Supporters argued it would deter offenders and help law enforcement, while opponents from CAIR Arizona and the ACLU warned it could burden religious expression and expressive protest, including niqabs, hijabs, motorcycle helmets, and protest costumes. The committee adopted the striker and an additional amendment, then advanced the bill as amended on a 7-2 vote. HB 4042, dealing with paternity actions in the adoption/termination context, would require service of a filed paternity action to prevent waiver of paternal rights and allow failure to do so to support termination of the parent-child relationship. An adoption attorney said the change would close a loophole that can leave children in legal limbo, and the bill passed unanimously. HB 4136 created unlawful entry into a residential structure where a vulnerable adult resides as a felony, but several members and an opponent argued the conduct was already covered by existing trespass, burglary, abuse, and aggravating-factor statutes; the bill nevertheless received a due pass recommendation on a 6-3 vote. The committee also advanced HB 2995, which rewrites child custody/domestic violence standards to make domestic violence a dominant factor in legal decision-making and parenting time, expand the definition to include coercive control, and create a rebuttable presumption against custody for a parent who committed domestic violence. The sponsor and a bereaved mother testified that the bill is intended to better protect children from lethal domestic violence; it passed 8-0 with one member present. Later measures included HB 4070, which would bar certain convicted individuals from serving as nonprofit officers/directors and expand civil liability related to trafficking; supporters called it a prevention tool, while opponents said it was overbroad and could chill nonprofit services, especially for immigrants and DACA recipients. The bill passed 7-2. HB 2861, codifying post-nuptial agreements and setting standards for enforceability, passed 9-0. HB 2800, increasing penalties when someone knowingly lends a vehicle to a restricted DUI driver and a serious injury or death results, passed 9-0 after emotional testimony from the victim’s family and MADD. HB 2495, adding sentencing enhancements for offenses against vulnerable adults and limiting early release, passed 8-0 with one present. HB 2557, requiring health care providers to produce patient medical or payment records within seven business days after a written request, passed 9-0 after discussion about electronic records and timing. Finally, HB 2594, concerning the Address Confidentiality Program, would require family courts to use the participant’s state-issued address, limit access to a child’s records in certain cases, and make illegally obtaining or attempting to obtain a confidential address a class six felony; the sponsor and a participant described repeated attempts by abusers to uncover protected addresses.
CA
Transcript Highlights:
  • eliminate subjectivity, support consistent enforcement, and provide compliant operators with the predictable
Summary: The Joint Legislative Audit Committee heard an audit on the Department of Cannabis Control’s oversight of cannabis packaging and labeling, focused on whether products attractive to children are being kept out of the legal market. The auditor said the department’s rules are often vague or subjective, leading to inconsistent enforcement, and that the state relies heavily on licensees to self-police because there is no upfront review before products reach the market. The audit cited examples involving cartoon-like images, bright colors, flavor references, candy-like imagery, strain names, and beverage packaging, and recommended clearer statutory standards, possible pre-approval of packaging, better enforcement tools, and stronger tracking of repeat violators. Assemblymembers and senators largely agreed that child safety is the priority, but differed on the best policy response. Some members argued for clearer legislative limits and even plain packaging, saying products like root beer, cherry pie, and cereal-like designs are plainly appealing to children. Department officials said they had already begun reforms, including a centralized label-review team, a rubric, improved databases, and more attention to repeat violations, while also emphasizing that the illicit and intoxicating hemp markets are major sources of youth exposure and that resource constraints limit inspections. They said they are open to working with the Legislature on more specific standards and additional funding. Public witnesses split between public health and industry perspectives. A pediatrician and public health advocate urged stronger restrictions, including plain packaging, limits on flavors and potency, and a pre-market review system, arguing that vague rules have failed children. Industry representatives said they support youth protections but want bright-line, objective standards so compliant businesses can know what is allowed; they argued that most youth-targeted packaging is in the illicit market and that the legal market needs clearer rules rather than broader bans. No formal vote or committee action was taken during the hearing.
FL

Florida 2026 Regular Session

Criminal Justice Feb 2nd, 2026

Criminal Justice

Transcript Highlights:
  • DSM-5 makes clear that diagnoses do not predict violent behavior and should never be conflated with culpability
Summary: The committee took up several criminal justice bills, beginning with SB 760 on violations of pretrial release conditions. A strike-all amendment narrowed the bill to make willful violation of a no-contact order a first-degree misdemeanor, authorize warrantless arrest on probable cause, and require detention until first appearance in certain cases. The amendment and the bill, as amended, were both adopted and reported favorably. The committee then heard SB 1536 on digital voyeurism, which would extend the expectation of privacy to backyards in the surveillance statute; it was reported favorably after brief questions and support from a Florida Smart Justice Alliance witness. Members next considered SB 1012 on inmate services. The bill would expand use of contractor-operated institutions inmate welfare trust funds for reintegration and facility upgrades, and would require reimbursement for inmate emergency and specialty medical services at Medicaid rates, with telehealth and autonomous APRNs included as options. Safety Net Hospital Alliance of Florida opposed the bill as written, warning that tying Medicaid participation to treatment of inmates could reduce reimbursement and discourage provider participation, while the Department of Corrections and Florida Smart Justice Alliance supported it. Senators discussed costs, aging inmates, and possible future changes, and the bill was reported favorably. The committee also passed CS for SB 600 on bail bond and pretrial release laws after adopting a strike-all that aligned it with the House companion and made technical changes to solicitation, training, and bond reinstatement rules. Public testimony raised concerns about who should receive returned bond money and how clerks would process payments, but the sponsor said the bill would continue to be refined. Later, the committee reconsidered and favorably reported SB 1750 on criminal sexual conduct, which increases penalties and mandatory minimums for serious sex crimes, especially those involving children. It also reconsidered and favorably reported SB 1544 on complaints against law enforcement and correctional officers, a bill requiring complainants to provide sworn complaints to officers before interrogation unless corroborating evidence is present; police chiefs and sexual violence advocates opposed parts of the bill, while supporters argued it would protect officers from unfounded complaints. Finally, SB 1488 on booking officer duties regarding minor children of arrested persons was reported favorably, and SB 1326 on prosecution of defamation was taken up for reconsideration with a delete-all amendment that narrowed the insanity defense, limited mitigation for severe mental illness in serious cases, and extended detention periods for incompetent defendants; opposition testimony from defense, public defender, and mental health advocates warned it would worsen treatment and increase costs.
NH
Transcript Highlights:
  • I don't know necessarily that we could have predicted, like, yep, oh, they're definitely going to be
Keywords: 1189, house, all
Summary: The committee first approved the minutes from its October 3 meeting unanimously. It then reviewed follow-up status on prior performance audits, beginning with the Department of Corrections’ sex offender treatment program. DOC said all audit items from the 2016 review were resolved except one related to tracking benchmarks, progress, and recidivism. Officials explained that a new offender management system, Chorus, was recently implemented but has had rollout problems affecting operations, including restitution checks, and that they hope the system will be stable enough within about six months to begin tracking the needed metrics. Members asked about treatment inside prison and after release; DOC described in-prison treatment, parole aftercare, probation and parole oversight, administrative restrictions, and reassessment if conditions are not met. The committee next heard from OPLC on the Real Estate Commission audit. OPLC reported that all but one finding is substantially or fully resolved, with the remaining issue involving review of applicants’ adverse financial history and liabilities. The delay is tied to ongoing rulemaking, and OPLC said the commission is amending its criteria and integrating universal application procedures into board rules. The office estimated substantive completion by March 2027, with rule filing expected sooner. The committee then took up the Board of Pharmacy audit, where OPLC said most findings remain partially resolved because the board is in the middle of a major rule overhaul and a new licensing software project. Officials described a shift toward a compliance bureau and more routine, risk-informed inspections, rather than inspections driven only by complaints, and said updated manuals and forms will follow the new rules and technology. Finally, the Legislative Budget Assistant reported on ongoing audits. For special education, staff said they are writing the report, have 25 completed observations, and have expanded to 70 identified observations, with a full draft expected in the first quarter of 2026 and a final report by summer 2026. For education freedom accounts, 40 observations have been identified, 15 finalized, and a draft is expected by midspring with a fiscal committee presentation in summer. For the Doorway program, the audit plan was finalized with DHHS help, financial activity was isolated, fieldwork is expected to finish by Thanksgiving, and a draft report is planned for January or February 2026, with a final report by March or April 2026. The committee discussed scheduling its next meeting for February 6 at 10 a.m. and emphasized the value of follow-up on older audits; the meeting adjourned after members agreed the follow-up process should continue.
NM

New Mexico 2025 Regular Session

IC - Land Grant Oct 7th, 2025

House Rural Development, Land Grants And Cultural Affairs

Transcript Highlights:
  • If they go for capital outlay, it's a little less predictable.
MN

Minnesota 2025 1st Special Session

Minnesota House passes HF2403, the commerce policy bill 4/29/25

Minnesota House Floor Meeting

Transcript Highlights:
  • They help consumers and they also help businesses, which depend on predictability to run their companies
Keywords: 1183, house