Video & Transcript Research : 'predictive models'
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FL
Florida 2026 Regular Session
Environment and Natural Resources Jan 27th, 2026
Environment and Natural Resources
Transcript Highlights:
- I think it goes back to predictability.
- That has an impact, and that has a massive impact on the predictability for business.
- I'm not disparaging model legislation.
- Is this model legislation, or did you author this bill on your own?
- Is this model legislation, or did you author this bill on your own? Thank you, Senator Smith.
Keywords:
stormwater systems, environmental standards, municipal infrastructure, engineering certifications, local compliance, Florida Department of Transportation, biosolids, agronomic rate, land application, environmental protection, Florida statutes, nutrient management, recordkeeping, farming, compost products, wastewater treatment, environment, sewage disposal, pollution control, reporting requirements
Summary:
The committee took up several environmental bills, beginning with SB 1682 on local administration of vessel restrictions. Senator Trumbull said the bill would give cities and counties tools to address abandoned, derelict, and long-term anchored vessels while following state standards and FWC guidance. Members from affected areas spoke in support, citing recurring derelict vessel problems and the difficulty and cost of removal once vessels sink. The bill was reported favorably.
The committee then heard SB 1468 on advanced wastewater treatment, which would require DEP to compile a detailed statewide report on wastewater treatment plants, including construction age, treatment levels, contaminant data, spill history, flood risk, and receiving waterbody impairment information. Florida Rural Water Association testified that any move to require advanced treatment for all plants over one MGD could create major financial burdens without dedicated funding. The bill was reported favorably. The committee also considered CS/SB 1294 on biosolids management, with a strike-all amendment adopted. Senator Bradley said the revised bill would require bulk Class AA biosolids fertilizer and compost products to be land applied only at agronomic rates and, absent a bona fide sale, only at permitted DEP-approved sites, with a transition date moved to July 1, 2028. Supporters said it would protect water quality and legitimate fertilizer and compost markets, while rural utilities asked for funding and flexibility. The committee reported the bill favorably.
Next, the committee took up CS/SB 1628 on net zero policies by governmental entities. Senator Avila said the bill would prohibit local governments and other governmental entities from adopting or funding net zero policies, imposing related fees or taxes, or operating cap-and-trade or carbon trading programs. The committee adopted an amendment clarifying the definition of carbon dioxide. The bill drew extensive debate: supporters argued it would protect residents and businesses from higher costs and preserve predictability, while opponents said it would block local climate and clean-energy policies, including electric buses, energy-efficiency measures, and climate resilience planning. After public testimony on both sides, the bill was reported favorably.
The committee also approved CS/SB 1474 on biosolids management, which Senator Gates said would require biosolids and septage to be treated at the highest practical level when wastewater treatment facilities are reasonably accessible and would bar Class B land application within 50 miles of a permitted wastewater facility. An amendment applying the statutory definition of septage was adopted, and the bill was reported favorably. Finally, the committee heard SB 558 on stormwater system standards. Senator Burgess said it would create statewide standards for municipal and county stormwater systems using FDOT guidelines and third-party inspections, with an amendment making technical changes and broadening who may perform inspections. Supporters said uniform standards could improve safety and reduce failures, while contractors, engineers, and industry groups warned it could raise costs, delay projects, and preempt stronger local standards. The bill remained under discussion as the transcript ended.
MN
Minnesota 2025 1st Special Session
Committee on Commerce and Consumer Protection - 01/30/25
Commerce and Consumer Protection
Transcript Highlights:
- <01:39:48.760>
predictability <01:39:49.679>has predict predict predictability has - predict predict predictability has changed<01:39:50.760>
look <01:39:50.920>at <01:39:51.040 - Angeles that was probably not predicted Angeles that was probably not predicted and<01:39:56.400
- and if there would have been prediction and if there would have been prediction there<01:39:57.880
- <01:40:19.679>
of predictability of predictability of it<01:40:22.280>Senator <01:40:22.679
Summary:
The committee heard a reinsurance overview from Deputy Commissioner Julia Dryer of the Minnesota Department of Commerce on the Minnesota Premium Security Plan. She explained that reinsurance helps stabilize premiums in the individual market by reimbursing insurers for high-cost claims, and said Minnesota’s program has lowered premiums, preserved carrier participation, and helped maintain consumer choice. She warned that without continued funding, the program would be depleted and individual-market premiums could rise by about 25%, with potential losses in coverage and access to care. She also described the program’s structure under a federal 1332 waiver, the role of MCHA in administering the program, and the state’s receipt of more than $650 million in federal pass-through funds to date.
Dryer said the current program is funded through the end of 2025, though the federal waiver authority runs through 2027. The governor’s proposal would create a new assessment on insurers, estimated at roughly 2% to 3%, to fund the state share of the program and avoid another full waiver submission. She noted that the proposal assumes MinnesotaCare funding would be held harmless and that the program would be reduced if federal basic health plan funding were negatively affected. She also said projected costs changed because individual-market enrollment has grown and enhanced federal subsidies were removed from the estimate.
Members raised concerns about the proposal’s impact on premiums and the history of the fund. Senator Rasmusson argued the new assessment amounts to a large tax increase on health insurance and questioned who would be assessed and whether the surcharge would be capped. Dryer responded that the assessment would be based on annual claims experience and market conditions, with final amounts determined at the end of each year, not monthly. Senator Duckworth and Senator Frentz supported reinsurance as a way to keep premiums lower, while also questioning how the program should be financed. Senator Green asked about the mechanics of the assessment and the role of the department in setting it, and Senator H questioned why the fiscal note assumed 12% annual growth for program costs when general premium growth was lower. No vote or formal action was taken in the meeting.
TX
Texas 89th Regular
Disaster Preparedness & Flooding, Select Jul 31st, 2025
Disaster Preparedness & Flooding, Select
Transcript Highlights:
- Invest in localized predictive weather modeling to better serve. of rural communities, expand the broadband
- Predict it with 75% confidence that the flood is going to happen, based on earthquakes. predictions,
- The shorter-range models have resolution can actually resolve thunderstorms. own models, they take the
- National Water Model.
- You guys are the modelers. correct?
WA
Washington 2025-2026 Regular Session
Senate Ways & Means Dec 4th, 2025
Transcript Highlights:
- Switching to our revenues, just a reminder: we make assumptions in the models, both for our U.S. model
- and our Washington model, regarding tariffs and federal funding and that sort of thing.
- We've also done adaptive management, so we're updating groundwater model information.
- So we have lots of models here in the Dungeness watershed that we are so willing to share our models
- Climate change is making our water supply development jobs harder and less predictable.
Summary:
The Ways and Means Committee held a work session covering the state revenue outlook, caseload forecasts, wildfire costs, budget balance, tort liability, water supply, and pension policy. The Economic and Revenue Forecast Council reported modest near-term U.S. growth, no near-term Washington employment growth in 2026, continued personal income growth, and elevated inflation, with tariffs and federal policy cited as major risks. Revenue forecasts were slightly improved for the current biennium by about $105 million but down about $185 million for the next biennium. Members asked about income inequality and housing permits; staff said personal income is an aggregate measure and housing production remains below long-term needs. The Caseload Forecast Council then reported that most forecasts were unchanged or only slightly changed, but several programs increased, including Washington College Grant, Working Connections, aged/blind/disabled cash grants, nursing homes, home and community services, and developmental disabilities personal care. The largest policy-driven change was in Medicaid low-income adult caseloads, where federal H.R. 1 was projected to reduce coverage substantially through narrower eligibility, community engagement requirements, and shorter eligibility periods.
The committee also heard a wildfire funding update and a 2025 fire season review. Staff explained that the state budgets $93 million annually for suppression and uses supplemental appropriations for costs above that level, with an estimated state supplemental need of about $139 million for the current year. Department of Natural Resources officials said 2025 fire activity remained below the 10-year average in acres burned, but fires were more complex and closer to communities, contributing to higher residence loss. They described expanded use of aircraft, firefighters from other states, corrections crews, and the Arcadia 20 hand crew, and said the state did not need National Guard ground support this year. A budget preview then showed that the near general fund outlook had worsened after vetoes, lapses, and forecast changes, and that maintenance-level costs alone would leave a projected negative balance by fiscal year 2027 and about $4.3 billion by fiscal year 2029, before any policy decisions.
Jason Seams, the state risk manager, reported a sharp rise in tort claim costs, with indemnity expenses nearly doubling from fiscal year 2023 to 2025 and DCYF accounting for most of the increase. He said the state self-insurance liability account has run deficits for four straight biennia and is now facing nearly $600 million in deficits, driven largely by a surge in DCYF claims, especially juvenile rehabilitation and long-running sex abuse cases. Members asked about the role of old claims, comparisons with other states, excess insurance, and whether more Attorney General staff could reduce special assistant attorney general costs. The committee then shifted to water policy, hearing from tribal leaders, Ecology, and the Washington Water Trust. Tribal witnesses emphasized overappropriation, declining flows, climate impacts, and the need for legislative oversight and tribal participation in water policy. Ecology described major projects in the Odessa sub-area, Yakima Basin, and Dungeness, along with the need for storage, recharge, conservation, and policy changes to support water supply development. The Washington Water Trust argued that climate change is reducing summer flows and that the state needs more funding, enforcement, and long-term commitment to restore instream flows. The final item was a pension update on LEOFF 1 surplus assets; staff reviewed two 2025 bills that would have merged or restructured the plan and used surplus assets, but neither passed, and instead the budget directed the Select Committee on Pension Policy to study the issue and report back.
MN
Transcript Highlights:
- , including a sales comparison, income, and a cost model.
- , including a sales comparison, income, and a cost model.
- <00:24:55.880>
and more transparent more predictable and more transparent more predictable - <00:30:42.519>
and Simplicity and predictability and Simplicity and predictability and accuracy - <00:32:42.840>
and <00:32:43.039>relatively and predictable and relatively and predictable
CA
California 2025-2026 Regular Session
Assembly Privacy and Consumer Protection Committee Jul 16th, 2025
Transcript Highlights:
- First, the bill focuses on developer size rather than model risk.
- But could you talk specifically about banning all predictive behavior?
- where being able to predict behavior could be useful to protect employees.
- I'm just talking about if you have a predictive analysis that would predict that an employee is likely
- So are you preventing that type of analysis by banning that predictive...
Summary:
The committee heard several AI- and consumer-protection-related bills, with extensive testimony from authors, supporters, and industry opponents. SB 53 by Senator Wiener would create transparency requirements for large AI developers, including disclosure of safety and security protocols, reporting of critical safety incidents, whistleblower protections, and the CalCompute public cloud. Supporters said it is a narrower, transparency-based follow-up to last year’s vetoed AI safety bill, while opponents argued it still relies too much on company size, could expose trade secrets, and should be narrowed further. The committee approved SB 53 on a do-pass-as-amended vote to Appropriations, with the roll held open for absent members.
SB 766 by Senator Allen would codify the FTC’s Cars Rule and create a three-day cooling-off period for certain used-car purchases, along with stronger disclosure rules on pricing, add-ons, and government affiliation claims. Supporters said it would save consumers money and time and help buyers avoid bad deals, while dealer and industry groups said amendments addressed many of their concerns. Several former opponents moved to neutral, and the committee passed SB 766 unanimously as amended to Appropriations.
SB 7 by Senator McNerney would regulate automated decision-making systems in employment by requiring notice, human review for discipline and termination, and limits on predictive behavior analysis. Labor and consumer advocates supported the bill as a safeguard against biased or overly automated workplace decisions, while employer and industry groups raised concerns about scope, notice burdens, and the predictive-analysis ban. The committee passed SB 7 to Appropriations on a 4-2 vote, with the roll held open. SB 833, also by Senator McNerney, would require human oversight of AI used in critical infrastructure, along with training and system assessments; it drew limited opposition focused on scope, and the committee passed it as amended to Appropriations on a 5-0 vote, also holding the roll open.
Later, the committee took up SB 11, which would address AI-generated voice, image, and video cloning and deepfakes by clarifying likeness protections, requiring consumer warnings, and addressing misuse and evidence tampering. Supporters framed it as a targeted response to nonconsensual deepfakes, while industry groups said recent amendments improved the bill but still had concerns about penalties and warning language. The committee also heard SB 720, the Safer Streets Act, which would let cities opt into a revised red-light camera system that shifts from driver to owner liability, removes facial identification, makes violations civil rather than criminal, and directs revenue toward transportation safety projects; the author presented the bill, but the transcript ends before any final action on SB 720.
MN
Transcript Highlights:
- <00:34:48.159>
would value-based distribution model would value-based distribution model would - Predictability matters to our school districts.
- provide more stable and predictable provide more stable and predictable funding<01:08:54.400>
- for schools while predicting funding for schools while predicting while<01:08:56.640>
protecting< - >
school Predictability matters to our school Predictability matters to our school districts.<
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Ways and Means Jun 21st, 2026 at 12:00 pm
Joint Committee on Ways and Means
Transcript Highlights:
- So I don't know that I'm willing to sort of make any forecast or predictions about beyond '26.
- In terms of instability, what would you predict right now?
- Do you have an opinion one way or the other on how the model is more effective?
- Do you have an opinion one way or the other on how the model is more effective?
- I don't know that one model is better than the other.
Summary:
The hearing focused on House Bill 55, the governor’s FY25 supplemental budget proposal to spend about $1.3 billion in surplus Fair Share revenue. House and Senate chairs framed the bill as a one-time opportunity to invest fairly in education and transportation, while also noting the need to protect the state’s long-term fiscal balance. Administration officials said the proposal should be considered alongside the FY26 budget and related bills, since the governor’s broader Fair Share plan aims for roughly an even split between education and transportation over time.
Secretary of Administration and Finance Matthew Gorzkowicz, Transportation Secretary Monica Tibbits-Nutt, and Education Secretary Patrick Tutwiler outlined the administration’s priorities. Transportation funding would go mainly to the MBTA and related reserves, including money for the Federal Transit Administration reserve, MBTA stabilization reserve, low-income fares, winter resilience, RTA workforce support, MassDOT workforce and project delivery, and micro-transit grants. Education funding would support universal preschool expansion, early education and care capacity, early literacy tutoring, adult basic education and ESOL, early college and career technical education, MyCAP expansion, and special education circuit breaker funding. The administration emphasized that many of these investments are one-time or multi-year measures designed to address current needs without creating unsustainable recurring costs.
Committee members raised concerns about regional equity, especially the large share of transportation money going to the MBTA versus regional transit authorities and rural areas. Several members asked for more detail on how the proposal would benefit Western Massachusetts and other non-MBTA regions, and whether micro-transit and Chapter 90-related investments would be sufficient. Education questions focused on special education reimbursement shortfalls, federal funding cuts to school districts, and how CTE and vocational investments would align students with workforce needs. The administration said it would provide additional data on MBTA versus RTA investment and explained that the special education circuit breaker and transportation reimbursement changes were intended to improve predictability and relief for districts.
After the administration panel, Jessica Tang of AFT Massachusetts testified in support of using Fair Share funds to protect public education amid federal uncertainty and cuts. She argued that schools are facing a fiscal cliff, that vulnerable students would be hit hardest by funding losses, and that the Fair Share revenue should be used to preserve services and support students’ needs.
MN
Minnesota 2025-2026 Regular Session
Creating the Educator Group Insurance Program (Part 2) 2/26/26
Minnesota House Floor Meeting
MN
Transcript Highlights:
- already seeing AI models that are capable<00:25:05.200>
of <00:25:05.360>predicting <00 - It is hard to predict.
- I think even people who are predict.
- will tell you it is hard to predict will tell you it is hard to predict where<00:26:41.440>
we - That was their frontier model.
MA
Massachusetts 2025-2026 Regular Session
Senate Session (Full Formal with Calendar) Jun 21st, 2026 at 11:00 am
Massachusetts Senate Floor Meeting
Transcript Highlights:
- Companies train their AI models on data, often without consent.
- I want to explain why we are not adopting the model sometimes called the Connecticut or New England model
- In Maine's AG, quoted, under the model companies may continue to collect... ...under the model companies
- In Maine's AG, quoted, under the model companies may continue to collect, Quoted, under the model companies
- And you can see it in how hospitals upcode by using these AI models.
Summary:
The Senate opened with the Pledge of Allegiance, recognized several guests in the chamber, and adopted a resolution congratulating Coleman-Nee on election as National Commander of the Disabled American Veterans. It also took up several local and personnel matters, including a sick leave bank for Emily Cullick and later Paul Stavarski, and local bills affecting the town of Weston and a Dorchester housing/library procurement exemption; those measures were advanced to third reading or engrossment as appropriate. The chamber also suspended Joint Rule 12 to refer several House petitions to committees.
The main business was Senate No. 2516, the Massachusetts Data Privacy Act, which came before the Senate on a Ways and Means substitute (Senate Document 2608). Senators Creem, Moore, Charles, Feingold, Keenan, and others spoke in support, describing the bill as a comprehensive consumer privacy measure with data minimization rules, limits on sensitive data, protections for minors, and strong Attorney General enforcement. Several amendments were debated, with many rejected or withdrawn, while some were adopted, including provisions on geolocation data protections, opting out of targeted advertising, affiliate and merger/acquisition protections, internal operations exemptions, parental access to child data, and a Ways and Means amendment. A number of other amendments on employee data, union data, loyalty programs, AI training, reporting, and related issues were either not adopted or held/withdrawn.
After the amendment process, the Senate adopted the amended Ways and Means substitute and ordered the bill to a third reading. The bill was then passed to be engrossed on a roll call vote of 40-0. The Senate also adopted an order to adjourn to the following Monday at 11:00 a.m. and to dispense with printing a calendar. The session adjourned in memory of Darrow Logan Alexander of South Boston.
FL
Florida 2025 Regular Session
December 9, 2025 - 09:30 AM
Transcript Highlights:
- STANDING IN THE YEAR 2024 TRYING TO PREDICT JOBS OF THE FUTURE IS NO EASIER THAN STANDING IN THE YEAR
- SO, THAT TYPE OF MODEL I THINK ARE THE THINGS YOU CAN DO TO ENCOURAGE THAT TYPE OF MODEL AND THAT CAN
- BUT I THINK THAT THE GENERAL MODEL MAKE ANY CONCRETE FORECAST.
- , DECISION MAKING, AND MODELING HUMAN BEHAVIOR.
- AND COMPANIES THAT I HAVE LOOKED INTO WORKING DECISION MAKING, AND MODELING HUMAN BEHAVIOR.
HI
Hawaii 2026 Regular Session
CPC Public Hearing - Thu Apr 9, 2026 @ 2:00 PM HST
Consumer Protection & Commerce
Transcript Highlights:
- This feels like a similar kind of model This feels like a similar kind of model that<00:30:42.720
- I would imagine your clients want predictability.
- I would imagine your clients want predictability.
- I would imagine your clients want predictability.
- . predictable. predictable.
Keywords:
SB3302, homemade food products, farm kitchens, home kitchens, Department of Health, DOH, food safety, food labeling, value-added agriculture, small farms, agricultural land, commercial food establishment permit, cottage food, direct-to-consumer sales, local food systems, Hawaii Revised Statutes, chapter 91, farm-to-table, food processing, public health regulation
Summary:
The committee on Consumer Protection and Commerce met on April 9, 2026, and heard testimony on several measures. SB 3302 SD1 HD1, dealing with homemade food products, would require the Department of Health to adopt rules for farm kitchens producing homemade food products that are no more stringent than rules for home kitchens. The Department of Health said it supported the bill with technical amendments, and the Hawaii Food Industry Association and Grassroot Institute of Hawaii also supported it. No opposition was heard.
A lengthy discussion focused on SB 2061 SD2 HD1, which concerns a 99-year leasehold residential condominium project and HCDA’s rules for sales, income restrictions, and buyback pricing. HCDA supported the bill and said the House draft clarified unclear provisions and would help move the project to pre-sales. Testimony and committee questions centered on whether the project should remain owner-occupied in perpetuity or allow investor purchases after an initial sales period. HCDA explained that the bill was revised to make the project feasible in the market, that 60% of units would be income-restricted for buyers at or below 140% of area median income, and that the remaining units could be sold without owner-occupancy restrictions. Some members and testifiers expressed concern that the bill had shifted away from the original owner-occupancy vision and could become an investment property model, while others argued the changes were necessary for the project to pencil out and compete with fee-simple developments. No vote was taken during the discussion shown.
The committee also heard SB 2050 SD1 HD1, which would allow chiropractic students in accredited programs to engage in clinical practice beginning July 1, 2028. The Hawaii Board of Chiropractic and the Hawaii State Chiropractic Association supported the measure, and one testifier described personal experience with student chiropractic care in California. Members questioned why the board requested delaying implementation until 2030, and the board said it needed more time to develop rules because it meets only a few times a year and rulemaking is lengthy. Finally, SB 2102 SD2 HD1, on industrial hemp in commercial feed, was introduced; the Department of Agriculture and Biosecurity offered comments, the Department of Health raised concerns about regulating pet food and possible jurisdictional conflict, and a farmer testifying in support suggested narrowing the bill to federally approved livestock feed rather than pet food.
WA
Washington 2025-2026 Regular Session
JLARC – Joint Legislative Audit & Review Committee Jul 15th, 2026
Transcript Highlights:
- These tools are not reliable and do not accurately predict a young person's risk of reoffending.
- The assessment tools for placing youth do not accurately predict risk, and program access is based on
- The assessment tools for placing youth do not accurately predict risk, and program access is based on
- So when the legislature chose to go to the JR-25 model, there was some thought.
- That is definitely taken into account and has been for our workload staffing models as well.
Summary:
The committee met on July 15, 2026, but initially lacked a quorum, so it could not adopt prior minutes. Chair Jerry Pollett welcomed new member Senator Victoria Hunt and new JLARC staff, and noted national recognition for recent JLARC reports. The meeting then moved into a series of preliminary audit presentations and an agency strategic management update, with committee members asking questions after each item.
JLARC presented a preliminary audit of DCYF’s Juvenile Rehabilitation programs. Staff concluded that crowding, staffing shortages, weak risk assessments, and inconsistent programming combine to create unsafe conditions. The report found that most youth are housed in two large secure facilities operating near or above capacity, incidents rise as population rises, 47% of frontline staff leave within a year, current assessment tools are not valid for the population, and program access depends more on facility than individual need. JLARC made one recommendation to the legislature to address crowding and seven to DCYF, including improving retention, training, incident response procedures, validated assessments, program alignment, and data quality. DCYF Secretary Ross Hunter said the agency agreed overcrowding is a serious problem, described ongoing efforts to improve staffing and safety, and said a detailed response would be provided later. Committee members raised concerns about education access, retaliation against staff or youth who participated in the audit, and whether JR-25 has helped or worsened conditions.
JLARC then presented a preliminary audit of Labor and Industries’ enforcement of farm worker labor laws. The audit found that L&I generally meets inspection timelines for health and safety complaints, but not for wage and hour or retaliation complaints, where delays are driven largely by time before assignment to an investigator. Staff said complaint volume exceeds capacity, though the agency has added staff, created screening processes, and reorganized workloads, and 2026 legislation now allows prioritization of complaints and broader investigations. JLARC recommended that L&I report back in December 2026 and December 2027 on backlog reduction and implementation of the new law. An L&I representative said the agency is hiring additional staff and will provide a formal response later. The committee also received a JLARC overview and Department of Health strategic management plan update on hospital data reporting, inspections, complaints, and adverse event reporting. DOH reported measurable progress on inspection compliance, new staffing and licensing systems, translated complaint forms, and plans for future work on language access, adverse event reporting, and financial data dashboards.
After lunch, JLARC began its 2026 tax preference performance reviews. The first review covered the Main Street tax credit, which JLARC said has helped increase the number of Main Street communities and businesses, with positive growth near designated districts; JLARC recommended continuing the preference and improving business-count data. The second review covered the equitable access to credit program, which JLARC said appears to support underserved communities by funding loans through CDFIs; JLARC recommended continuing the preference beyond its 2027 expiration. The committee began questions on the program mechanics and the role of the Community Reinvestment Act, and the presentation was still underway when the transcript ended.
NM
New Mexico 2025 Regular Session
IC - Transportation Infrastructure Revenue Subcommitee Nov 3rd, 2025
Transcript Highlights:
- Is this GIS model-based? And it has all the attributes of GIS modeling? Yes, Mr.
- So basically, you're combining the GIS model with the AI model, is that what you're doing here?
- The AI models typically don't go into the. GIS model or GIS mapping.
- So we do predictive maintenance and modeling.
- Do you customize your model? We do customize the model.
KY
Kentucky 2026 Regular Session
House Legislative Session Day 50 (3-19-26)
Kentucky House Floor Meeting
Transcript Highlights:
- The bill also addresses the issue of prediction markets.
- prediction market in Kentucky. prediction market in Kentucky.
- of money being bet in the prediction of money being bet in the prediction market<01:01:48.680>
- /c><01:11:54.400>
of two different models.- This is a model of two different models.
- /c><01:11:54.400>
NH
Transcript Highlights:
- back in the spring and our modeling back in the spring and our modeling showed<00:20:01.120>
- altogether and create a more predictable altogether and create a more predictable system.<01:09:
- Both models can operate Hampshire.
- Both models need the of reserves.
- :22:28.480>
that legislature affirmed the models that legislature affirmed the models that were
MS
Mississippi 2026 Regular Session
AIR Task Force - Room 409, 13 January, 2026; 3:00 P.M.
Transcript Highlights:
- Abstract such perceptions into models through analysis in an automated manner, and use model inference
- ,<00:04:44.960>
recommendations, <00:04:45.759>or make predictions, recommendations - , or make predictions, recommendations, or decisions<00:04:46.479>
influencing <00:04:47.120> <00:05:02.639>- Abstract such perceptions into<00:04:57.040>
models into models into models through<00:04:59.360inference <00:05:03.919>to <00:05:04.160>formulate and use model - Abstract such perceptions into<00:04:57.040>
Summary:
The January meeting of the AIR Task Force focused on reviewing a draft report on artificial intelligence and discussing how to move forward with future work. Ted Booth and Matthew Holmes explained that the report is intended to lay a foundation by describing AI-related challenges, what Mississippi has already done, and possible steps for future reports, since the task force will continue meeting in coming years. Members were invited to suggest edits and improvements, including on how the group communicates by email and how to keep the process efficient given everyone’s schedules.
A major topic was whether the task force should recommend a statutory definition of artificial intelligence. The chair said a bill needed to be filed quickly and asked members to review the definition on page five of the report. Booth read the definition, which tracks federal language describing a machine-based system that makes predictions, recommendations, or decisions using machine and human inputs. Members generally agreed the definition was solid and noted that it could be amended later as the field evolves.
The task force also discussed the broader legislative approach to AI. Members said the issue is fluid and that they do not want to regulate too early or duplicate existing law. They noted that current criminal statutes, including recent changes related to morphed images, appear to cover AI-related crimes for now, and the attorney general’s office reported no current loopholes or need for tweaks. Homeland Security likewise had no recommendations for new legislation. The chair said the report would be submitted to leadership if there were no objections, and the meeting adjourned.
NH
New Hampshire 2025 Regular Session
House State-Federal Relations and Veterans Affairs (02/07/2025)
State-federal Relations and Veterans Affairs
KY
Kentucky 2025 Regular Session
Consensus Forecasting Group (9-16-25)
Transcript Highlights:
- This is the post model final model.
- Time series models were in favor. I do blending. I blend time series models and structural models.
- Time series models were in favor models.
- The ARMA model—before, like last December, the time series models were the highest models.
- series models were the highest models. series models were the highest models. the<01:39:32.800><
Summary:
The meeting focused on preliminary fiscal 2026 revenue estimates and the governor’s office request for an official revision to fiscal 2026, with members reminded that any estimate adopted now would not bind the December official estimates. Staff from S&P Global walked through three forecast scenarios—control, optimistic, and pessimistic—based on recent federal tax changes, tariffs, and other policy developments, emphasizing that the outlook remains highly uncertain.
Under the control scenario, the presentation projected below-trend real GDP growth of 1.8% in fiscal 2026, slowing to 1.5% by fiscal 2028, with unemployment peaking around 4.5% and the Federal Reserve cutting rates three times to a long-run range of about 2.75% to 3%. The optimistic scenario assumed lower effective tariffs, stronger growth, and better labor and housing outcomes, while the pessimistic scenario assumed a broader trade war, higher effective tariffs, faster deportations, weaker employment and consumer spending, and unemployment rising to about 6.3%. Speakers also noted that the forecast was prepared before later BLS revisions and that recent data on inventories and AI-related investment made the recent quarters look unusually volatile.
Members discussed how the current fiscal 2026 outlook compared with earlier assumptions and noted that the eventual revenue revision may be smaller than the spread between the optimistic and pessimistic economic scenarios. The governor’s office and committee members also reviewed sector-specific impacts, including manufacturing, housing, light vehicle production, exports, and consumer sentiment, with particular concern about Kentucky’s auto and housing-related industries. No votes or formal actions were taken in the portion provided.