Video & Transcript Research : 'predictive models'
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TX
Transcript Highlights:
- But it also talks about and ties into other things in Texas law as a model for regulated entities to
- And a lot of the things you might look at, I'm not sure we have the ability to predict the outcome of
- Again, the Model Act was passed two sessions ago.
- A predictable and consistent approval process, as the regulation itself.
- We're looking to Texas credit reports and credit scoring models are public information in Texas.
NH
New Hampshire 2025 Regular Session
House Executive Departments and Administration (04/24/2025)
Transcript Highlights:
- HB 428, as amended through everything that the chairman did, helps create stability, predictability,
- HB 428, as amended through everything that the chairman did, helps create stability, predictability,
- HB 428, as amended through everything that the chairman did, helps create stability, predictability,
- you see is to model it after our<01:06:54.079>
existing <01:06:54.559>chapters. - We're at least following a model that's in our current code.
Summary:
The committee first heard Senate Bill 94, which would prohibit municipal amendments to the state building code and move New Hampshire toward a more uniform statewide code. Senator McConi and several supporters, including the Josiah Barlo Center for Public Policy, the State Fire Marshal, the Associated General Contractors of New Hampshire, and the New Hampshire Homebuilders Association, argued that local variations create confusion, raise housing costs, and make compliance harder for builders operating in multiple towns. The Fire Marshal said the goal is a single state building and fire code with only limited administrative amendments at the local level, not technical changes, and noted that municipalities could still seek exceptions through the Building Code Review Board if needed. The chair explained that a similar House bill was already moving forward with fire code and administrative amendment language, and members agreed that retaining SB 94 would avoid conflicting bills. The committee then voted to retain SB 94 by roll call, 13-0, with no minority report.
The committee then took up Senate Bill 30, which would designate the Virginia opossum as New Hampshire’s state marsupial. Senator Fenton presented the bill as a light-hearted measure inspired by Chesterfield School fourth graders, who had submitted written testimony and supported the idea. Members discussed the bill in a humorous but mostly supportive way, with one member objecting that it trivialized the legislature, while others said it could help engage students in the legislative process. The committee voted ought to pass on SB 30, 11-2, and agreed to place it on consent with no minority report.
Later, the committee opened a hearing on Senate Bill 95, concerning youth camp cabins and state fire/building codes. Senator McConi said the bill would exempt new residential cabins in youth recreation camps from sprinkler requirements and allow them to omit electrical, mechanical, or plumbing systems, while requiring any such systems that are present to comply with state code. He said the measure was intended to resolve recurring interpretation problems that have caused expense and uncertainty for camp owners, and he praised work with the Fire Marshal’s office to reach a workable compromise. Representative Schmidt asked about cabin sizes and whether larger cabins with multiple occupants would still be safe; the senator explained that camps typically use counselors, drills, and supervision, and that the people behind him could answer more detailed questions. The transcript cuts off before the hearing concludes or any vote is taken on SB 95.
NH
New Hampshire 2026 Regular Session
House Commerce and Consumer Affairs (02/17/2026)
Commerce and Consumer Affairs
Transcript Highlights:
- > establishing this predictability and establishing this predictability and transparency,<00:58:18.079
- changes around a predictable timeline. changes around a predictable timeline.
- In fact, some insurers have deployed AI models that they knew internally had 90% error rates.
- some insurers have deployed AI models some insurers have deployed AI models that<03:57:29.840>
- They predict what words should come next based on statistical probability.
TX
Transcript Highlights:
- became Kinsey's pamphleteer. and the American Law Institute used Kinsey's conclusions to draft the model
- As the model penal code. code was adopted across the country, courts were wrestling with the definitions
- So what we found out with the model penal code is that But there's something like 147 citations about
- It's a business model. So pass this bill and more like it. Shut the pedo groomers down.
- That website has long served to educate consumers who are engaged in retail choice and is a good model
Bills:
HB14, HB 106, HB146, HB267, HB274, HB 1127, HB1359, HB1393, HB1584, HB1640, HB1710, HB2152, HCR101, HJR8, HR51
Keywords:
nuclear energy, advanced reactors, energy security, grant programs, Texas Advanced Nuclear Energy Office, HB 106, oil and gas, Railroad Commission of Texas, overhead electrical lines, electrical distribution system, power line maintenance, administrative penalty, Natural Resources Code, oil and gas lease, well operator, energy safety, utility infrastructure, regulatory compliance, cleanup fund, oil and gas regulation and cleanup fund
MN
Transcript Highlights:
- I knew parenthood would be an adventure, but I never could have predicted that when my oldest child was
- HF 2113 because none of us can predict HF 2113 because none of us can predict the<00:15:45.560><
- <00:15:53.240>
that but I never could have predicted that but I never could have predicted - So, there's a model out there, and if that's the preferred model versus saying the employer opts in,
- So, there's a model out there, and if that's the preferred model versus saying the employer opts in,
TX
Texas 89th Regular
Senate Committee on Health and Human Services (Part II) Mar 5th, 2025
Health & Human Services
Transcript Highlights:
- So there are smaller models that show that this can be successful, and in my own In my court, I've done
- it's rolled out over time, community engagement is required. part of our current Community-Based Care model
- SB 916 addresses... this by fostering a clear, more predictable EMS billing system, easing the financial
- The bill authorizes political subdivisions like Burleson to make predictable pricing adjustments annually
Keywords:
SB 502, Texas peace officers, Health and Human Services Commission, HHSC Office of Inspector General, OIG investigators, law enforcement classification, Schedule C, state employee benefits, injury benefits, peace officer status, commissioned officers, state auditor classification, Government Code, Code of Criminal Procedure, human services, health and human services, law enforcement compensation, public employee benefits, Texas state law enforcement, child welfare
HI
Hawaii 2026 Regular Session
JHA Public Hearing - Tue Mar 3, 2026 @ 2:00 PM HST
Judiciary & Hawaiian Affairs
Transcript Highlights:
- House Bill 2198, this measure relating to prediction markets.
- uh, this measure relating to prediction uh, this measure relating to prediction markets. markets
- It's a model bill on Congress.
- House Bill 2198, relating to prediction markets.
- Uh I recommend we prediction markets.
Summary:
The committee heard testimony on several measures. HB 1957, relating to safe entryways, would create enforcement procedures in large cities to prevent personal property from blocking private doorways or entrances. The Department of the Attorney General supported the concept but recommended moving the offense to the criminal code, adding clearer definitions to avoid vagueness, and including notice, inventory, storage, and property-disposition procedures to address constitutional concerns. No other testimony was offered and no questions were raised.
HB 25003/HB 253, relating to fireworks, would expand civil asset forfeiture for certain fireworks offenses, revise the definition of aerial device, and clarify air-delivery offenses. The Attorney General supported the bill but suggested removing the 25-pound weight threshold to avoid unequal treatment of similar offenses. The Department of Law Enforcement also supported the measure, saying it would improve clarity for evolving fireworks investigations and prosecutions. The committee took no action during testimony.
HB 2137, relating to artificial intelligence, would prohibit certain harmful uses of realistic AI-generated digital imitations, require disclosures, and create civil remedies and fines. The Commission on the Status of Women supported the bill, while the Hawaiian Islands Republican Women opposed it on First Amendment grounds. The Motion Picture Association, Recording Industry Association of America, and SAG-AFTRA also opposed the bill but said they preferred a different framework, the federal “No Fakes” model, and were willing to work with the committee on amendments. The Attorney General had suggested constitutional amendments, which the chair said would be considered later.
The committee also heard HB 2198 on prediction markets, with the Honolulu prosecutor strongly supporting inclusion of prediction markets in the gambling definition because of concerns about speculative betting on events and national security-related outcomes. HB 1511 on consumer protection drew support from the Office of Consumer Protection and the Insurance Division, with OCP proposing clearer disclosure for license and registration renewal solicitations. HB 1897 on condominium alternative dispute resolution received supportive comments from the Real Estate Commission and CI. HB 1642 on crypto kiosks drew strong support from OCP and AARP Hawaii for a ban on kiosks accepting U.S. currency, but opposition from Hill Ventures, which argued for regulation and guardrails instead of a ban. HB 1753 on social media account deletion received supportive comments from DCCA on clarifying deletion of unique identifiers and inferences. HB 1654 on anonymous complaints against public employees drew strong opposition from the Attorney General over implementation and due process concerns, while the Government Employees Association supported it as a way to screen baseless complaints; the committee then moved on to HB 1659 on collective bargaining, with testimony beginning as the transcript ended.
CA
Transcript Highlights:
- We need some models that can work, and we need to really involve the folks who are involved and whose
- Is it moving faster in our apprenticeship model that we're trying to get off the ground?
- Is it moving faster in our apprenticeship model that we're trying to get off the ground?
- I can already predict what the report's going to say in the end.
- That's eminently predictable.
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Bonding, Capital Expenditures and State Assets Jun 21st, 2026 at 11:00 am
Joint Committee on Bonding, Capital Expenditures and State Assets
Transcript Highlights:
- University's capital program and are excited about this dedicated and predictable source of funds, which
- We can also focus on giving campuses an annual predictable amount for needs so they can plan ahead.
- The model we put forth in the Bright Act to support these investments is bold but tested and proven to
- Our proposed financing structure, while new for higher education, is modeled on a successful credit,
- We can't predict the future over the next 10 years, what's going to happen to us.
Summary:
The committee heard testimony on the BRIGHT Act, a higher education capital bill that would use Fair Share surtax revenue to fund major repairs, modernization, and decarbonization projects across UMass, state universities, and community colleges. UMass leadership described a $4.8 billion deferred maintenance backlog, aging buildings, and the need to modernize facilities, improve accessibility, and reduce emissions. Administration officials said the bill would authorize $2.5 billion in capital funding, split roughly 50-50 between UMass and the rest of public higher education, plus additional targeted funding for housing planning, smaller modernization projects, campus master plans, and workforce skills grants. They emphasized that the financing structure is modeled on the Commonwealth Transportation Fund and would not raise student costs, while also supporting affordability through financial aid and free community college.
Members raised questions about regional equity, the distribution of funds among the five UMass campuses and the 24 state university/community college campuses, project labor agreements, whether the bill would unlock private or federal matching funds, and how the system is preparing for AI and changing workforce needs. UMass officials said project selection is data-driven, based on deferred maintenance, safety, accessibility, sustainability, and programmatic needs, and that the flagship campus in Western Massachusetts would likely receive a large share because of its size and needs. They also said UMass Boston would receive its own share and would not be shortchanged by the Bayside project. On labor, they said PLAs are commonly used and they would follow existing board and building authority policies. On affordability, they said the university has shifted hundreds of millions into need-based aid and that the state’s recent support has helped keep tuition low for many students.
DCAMM and higher education officials said the state’s public campuses account for a large share of state-owned building space and a disproportionate share of operational carbon emissions, making decarbonization a major driver of the bill. They said the legislation would allow larger, more comprehensive projects that can address deferred maintenance, energy efficiency, and program needs at the same time, while also making some projects shovel-ready through the Fair Share supplemental funding already appropriated. A later panel from the State Universities Council of Presidents argued the bill’s authorization is still too small to meet long-term needs and urged the committee to increase the bond cap and ensure a more equitable distribution among segments. No votes or final actions were taken in the portion of the meeting provided.
TX
Transcript Highlights:
- Just to show you how difficult this issue is, a year ago, SafeLight could not service a particular model
- Our institute was formed by Professor Marlon Scully, a true visionary who predicted this decades ahead
- But does it look like the model that is used by TDI for the file-and-use?
- Because we do not have the ability to predict when a utility will make those additional filings under
- Rather than securities over a 10-year period, it authorizes a more stable and predictable model.
Bills:
HB 106, HB144, HB145, HB252, HB1732, HB2221, HB2467, HB2468, HB2517, HB2518, HB2963, HB3016, HB3689, HB3960, HB4386, HB4490, HB4751, HB5247, HJR175, HB2213
Keywords:
HB 106, oil and gas, Railroad Commission of Texas, overhead electrical lines, electrical distribution system, power line maintenance, administrative penalty, Natural Resources Code, oil and gas lease, well operator, energy safety, utility infrastructure, regulatory compliance, cleanup fund, oil and gas regulation and cleanup fund, production safety, leasehold operations, electric utility, distribution poles, inspection
Summary:
The committee first handled pending business, including reconsidering SB 715 and then voting out several measures. The committee substitute for SB 1978 was reported favorably, and HB 431, HB 1522, HB 1922, HB 3228, HB 3229, HB 3803, HB 3804, HB 3805, HB 3806, HB 4219, HB 4238, HB 434, HB 1584, and HB 4739 were all reported favorably, many with objections sent to the local and uncontested calendar. HB 1522 and HB 4238 were adopted as committee substitutes before passage. The committee then moved into public testimony on HB 2963, a right-to-repair bill for consumer electronics. Supporters argued it would reduce waste, lower costs, and help independent repair shops by requiring manufacturers to provide parts, tools, and information on fair terms, while opponents said the bill was too broad and the automotive MOU exemption was problematic. The bill was left pending after testimony.
The committee also heard HB 2467, which would align State Fire Marshal Office investigators’ pay with other commissioned peace officers at TDI; testimony was strongly supportive, emphasizing the office’s arson-investigation role, and the bill was left pending. HB 252, a bill allowing certain state agencies flexibility to pay Schedule A employees twice monthly, was laid out and left pending after limited testimony. HB 2468, dealing with public improvement district notice in real estate transactions, would let buyers terminate within seven days if required PID notice was not provided before contract execution; it drew no public testimony and was left pending. HB 4386, an annuity exchange and surrender process bill, was presented as a consumer-protection measure with deadlines and penalties for insurer delays; it received support from industry witnesses and was left pending.
The committee then heard HB 4751, creating the Texas Quantum Initiative within the Governor’s Office to coordinate quantum research, workforce, industry partnerships, and possible future grant funding. Witnesses from universities and industry supported the bill, while several senators questioned whether a new state structure was necessary; the bill was left pending. HJR 175 proposed a constitutional amendment protecting Texans’ right to use mutually agreed forms of exchange, including cash, bullion, digital currency, or private script, and was discussed at length in the context of central bank digital currency and barter; it was left pending after testimony. HB 2221, updating insurance anti-rebating laws to allow wellness and value-added services, drew supportive testimony from the insurance industry and discussion about incentives versus monitoring; it was also left pending. Finally, the committee heard a series of utility wildfire and infrastructure bills: HB 106, requiring oil and gas operators to maintain certain electrical infrastructure near well sites; HB 144, requiring electric utilities to submit pole inspection and management plans to the PUC; and HB 145, requiring wildfire mitigation plans and allowing self-insurance under certain conditions. Utility, insurance, and cooperative witnesses generally supported the wildfire-related bills while asking for clarifications and less burdensome reporting, and the bills were left pending.
HI
Transcript Highlights:
- manner, since every year you more or less can predict what's going to come.
- manner, since every year you more or less can predict what's going to come.
- manner, since every year you more or less can predict what's going to come.
- in a predictable manner since every<01:31:52.560>
year <01:31:53.040>you <01:31:53.159> - every year you more or less can predict every year you more or less can predict what's<01:31:54.400
FL
Transcript Highlights:
- This is a reflection of pulling the money out below the line model of the FEFP.
- Things are shifting around because of the new choice model we...
- HE PIONEERED A SCHOLARSHIP PROGRAM MODELED ON THOSE NEEDS.
- WE ARE TRYING TO MAKE IT A SIMPLER, FAIRER, MORE PREDICTABLE SYSTEM.
- THE CENTER WILL MANAGE THE MODEL BUT COLLABORATE WITH OTHER UNIVERSITIES.
Bills:
SJR4, SJR40, SJR81, SCR37, SCR39, SB22, SB32, SB33, SB36, SB38, SB95, SB209, SB249, SB311, SB326, SB365, SB458, SB609, SB660, SB664, SB693, SB732, SB745, SB760, SB762, SB779, SB783, SB785, SB868, SB871, SB883, SB921, SB955, SB993, SB996, SB1008, SB1057, SB1067, SB1151, SB1171, SB1210, SB1255, SB1265, SB1267, SB1271, SB1307, SB1313, SB1316, SB1318, SB1321, SB1332, SB1365, SB1426, SB1470, SB1484, SB1494, SB1559, SB1592, SB1596, SB1598, SB1637, SB1677, SB1706, SB1758, SB1762, SB1786, SB1809, SB1818, SB1822, SB1841, SB1871, SB1967, SB2064, SB2077, SB2112, SB2148, SB2320, SB2406, SB2407, SJR36, SJR81, SJR50, SJR4, SJR40, SJR27, SCR22, SCR12, SCR39, SCR38, SCR37, SB921, SB609, SB660, SB765, SB62, SB666, SB888, SB687, SB847, SB1248, SB504, SB305, SB296, SB284, SB304, SB1023, SB204, SB670, SB850, SB854, SB413, SB1346, SB1033, SB1220, SB1073, SB810, SB1539, SB447, SB1119, SB1505, SB1215, SB1302, SB583, SB673, SB681, SB1172, SB955, SB957, SB541, SB266, SB1415, SB53, SB1352, SB785, SB1450, SB1502, SB1566, SB1062, SB711, SB746, SB1404, SB1448, SB507, SB1026, SB1349, SB1355, SB1433, SB1434, SB1596, SB1403, SB667, SB1059, SB1567, SB310, SB311, SB505, SB1210, SB1470, SB264, SB1358, SB1364, SB1569, SB1376, SB1228, SB519, SB1350, SB462, SB827, SB1585, SB1484, SB1273, SB927, SB1227, SB1229, SB1353, SB1464, SB1709, SB1729, SB1733, SB1744, SB1772, SB1841, SB1008, SB2016, SB1173, SB1163, SB996, SB1370, SB1321, SB1101, SB860, SB993, SB693, SB1537, SB1332, SB1307, SB963, SB493, SB984, SB619, SB1122, SB455, SB522, SB1057, SB1239, SB1254, SB1255, SB1259, SB1341, SB1877, SB1277, SB32, SB732, SB731, SB268, SB1822, SB1589, SB397, SB1058, SB1267, SB2112, SB1930, SB532, SB508, SB292, SB291, SB901, SB1333, SB1436, SB1494, SB964, SB779, SB1378, SB2312, SB1719, SB287, SB2143, SB1245, SB261, SB1247, SB2406, SB2407, SB1882, SB618, SB38, SB393, SB1371, SB1365, SB2243, SB2226, SB2039, SB1919, SB1895, SB1598, SB1493, SB1810, SB1791, SB1706, SB1644, SB1238, SB783, SB458, SB22, SB651, SB897, SB1809, SB1080, SB745, SB826, SB989, SB1320, SB1437, SB2320, SB2289, SB1171, SB664, SB1637, SB2064, SB868, SB1079, SB1243, SB1504, SB1851, SB1879, SB2237, SB1257, SB2034, SB1522, SB883, SB249, SB1318, SB1151, SB596, SB1191, SB226, SB570, SB870, SB991, SB60, SB365, SB1067, SB1786, SB326, SB1401, SB1592, SB1728, SB1265, SB586, SB529, SB217, SB209, SB1923, SB1559, SB1839, SB387, SB1874, SB1872, SB1873, SB1921, SB1883, SB1677, SB95, SB1620, SB1838, SB2024, SB2429, SB1999, SB511, SB2309, SB2166, SB871, SB510, SB33, SB2420, SB1860, SB1541, SB1316, SB1314, SB1313, SB1426, SB1398, SB1869, SB1750, SB1871, SB36, SB855, SB1233, SB760, SB2425, SB2037, SB1758, SB1759, SB2365, SB1924, SB762, SB1271, SB1818, SB605, SB1405, SB1762, SB1968, SB1977, SB2077, SB2148, SB2321, SB1967, SB1662, SB1663, SB2124, SB2204, SB1855, SB863, SB37, SJR39, SCR1, SCR27, SCR32, SCR42, SCR6, SB2232, SB819, SB2078, SB2252, SB1962, SB2253, SB825, SB1577, SB1184, SB2018, SB2206, SB1901, SB1030, SB2368, SB1963, SB1960, SB1643, SB1625, SB1299, SB841, SB668, SB584, SB231, SB2411, SB1085, SB2431, SB2231, SB1490, SB530, SB34, SB1261, SJR81, SB32, SB458, SB664, SB693, SB868, SB1008, SB1267, SB1307, SB1321, SB1484, SB1637, SB1809, SB1822, SB2064, SB2112, SB2320, SB2406, SB2407, SB609, SB660, SB921, SB779, SB1470, SR388, SB3042, SB440, SB2876, SB3042, SB440, SB2876
Keywords:
economic stabilization fund, state finance, constitutional amendment, budget management, financial security, emergency powers, legislative authority, governor powers, disaster management, tax exemption, ad valorem, tangible personal property, income production, SCR 37, Senate Concurrent Resolution, Panama Canal, Texas ports, port infrastructure, maritime trade, shipping lanes
KY
Kentucky 2026 Regular Session
Legislative Oversight & Investigations Committee (1-15-26) - Upon Adjournment
Transcript Highlights:
- model resembling a hospital to a residential model resembling homes.
- While you can add more residents in medical models, the quality of life at residential models is higher
- models is higher. higher. higher.
- straits but the I you can never predict straits but the I you can never predict especially<01:12
- So there's models out there. So down. So there's models out there.
Keywords:
Call to Order and Roll Call- 00:00:00
Approve Minutes from November 13, 2025- 00:00:55
RiverLink Tolling Operations for Louisville Bridges-Quarterhill Testimony- 00:01:48
Staff Report on Veterans’ Centers- 00:26:45
Kentucky Department of Veterans Affairs Response to Staff Report- 0:58:53
Adjournment- 1:18:00, 958, all
Summary:
The committee first approved the minutes from the November 13, 2025 meeting and then heard testimony from Quarter Hill, the tolling subcontractor for RiverLink on the Indiana-Kentucky bridge system. Quarter Hill described its role in back-office support and call center operations for the Lincoln, Kennedy, and Lewis and Clark bridges, and said the contract began in 2021 with go-live in September 2023. The company reported that revenue has increased since it took over, customer service response times have improved, and it has been operating at a loss because the contract was based on outdated transaction estimates and did not account for higher-than-expected volume and added support costs.
Members questioned Quarter Hill about the role of consultants, the low reported collection rate, and why the company was leaving the contract. Quarter Hill said a single large consulting engineering firm had been hired to help shape the RFP and contract, but argued that consultants and overly detailed requirements can create disputes and hinder efficient service. On collection rates, the company said the reported 85% rate reflects the absence of registration holds and other enforcement tools, and that the remaining unpaid tolls are the hardest to collect. The company also said it had lost significant money on the contract and had reached a change order and termination agreement, while emphasizing that the system itself was functioning well.
The committee then received a staff report on Kentucky veterans centers. Staff said quality of care is generally high and staffing has improved, but reported occupancy figures are misleading because they are based on certified beds rather than functional capacity after conversions to single-occupancy rooms and capital projects. The report said actual occupancy is closer to 85% than the commonly reported 56%, and that increasing occupancy would not necessarily increase revenue because the state’s cost of care exceeds reimbursement and private-pay revenue. Recommendations included adopting functional occupancy reporting, continuing the move to single-occupancy rooms, reviewing modernization needs at Thompson Hood, including Eastern Kentucky in planning, and referring the Radcliffe HVAC procurement and installation to the Auditor of Public Accounts and Attorney General for review.
AZ
Arizona 2026 Regular Session
01/13/2026 - Senate Regulatory Affairs & Government Efficiency Committee of Reference
Transcript Highlights:
- Does the Department of Gaming regulate prediction markets?
- markets or partnerships with prediction market operators?
- On the predictive gaming specifically, and it probably pertains to the others too, but for predictive
- markets or partnerships with prediction market operators?
- On the predictive gaming specifically, and it probably pertains to the others too, but for predictive
Summary:
The committee first heard the Arizona Auditor General’s sunset review of the Arizona Barbering and Cosmetology Board. The audit found some strengths, including timely licensing and complaint resolution in the sample reviewed and rules that matched statutory curriculum requirements, but it also identified a major finding that the board had imposed inconsistent discipline for similar violations and lacked documentation for deviations from its disciplinary guidelines. Other issues included missing reciprocity education requirements, weak application quality control, incomplete school and establishment oversight, and compliance concerns involving open meeting law, public records, and conflicts of interest. The report made 25 recommendations total, including two tied to the disciplinary finding and three suggested statutory changes on esthetics scope of practice, cease-and-desist authority, and eyelash technician training. The board’s executive director said the board agreed with the findings, had already implemented several recommendations, updated disciplinary policies and conflict-of-interest procedures, and was working on legislation and rule changes. After questions about enforcement consistency, licensing verification, cash handling, complaint volume, and conflict disclosures, the committee voted 7-0 to recommend the board be continued for six years, until July 1, 2032.
The committee then took up the Arizona Department of Gaming, the Arizona Racing Commission, and the Arizona Boxing and Mixed Martial Arts Commission together. The Auditor General reported that the department correctly distributed more than $158 million in tribal contributions in fiscal year 2024 and issued event wagering licenses to reviewed applicants, but found several problems: the department did not consistently obtain and review independent audit reports for event wagering and fantasy sports operators, did not fully comply with conflict-of-interest disclosure requirements, and lacked comprehensive complaint-handling processes. The review also found delays in distributing Compact Trust Fund payments to some tribes, gaps in IT security and horse-racing license checks, and incomplete fee-setting and public-records practices. The report made 36 recommendations to the department, six to the Racing Commission, and 13 to the Boxing and MMA Commission, and all three entities said they agreed and would implement them.
In response, the Department of Gaming director said the agency was already making changes, including a historical look-back on operator audits, updated guidance to operators, a new constituent services unit and complaint-tracking process, and improved conflict-of-interest training and forms. She also explained the Compact Trust Fund dispute, saying the department administers the fund but the beneficiary tribes must agree on the revenue baseline formula, which has been complicated by COVID-era closures; no Category Three distributions had yet been made. Committee members asked about possible revenue losses, penalties, and the status of 2024-2025 audits, as well as prediction markets and whether they are legal under Arizona’s event wagering framework. The director said the department had issued cease-and-desist letters to unlicensed prediction-market operators, would review licensed operators for suitability if needed, and would continue to enforce Arizona law. The transcript ends while questioning on prediction markets is still underway, before any vote on the gaming-related reviews is shown.
MN
Minnesota 2025-2026 Regular Session
Cmte on Rules - Subcommittee on the Federal Impact on Minnesotans and Economic Stability - 11/24/25
Transcript Highlights:
- Minnesota does a little better than the regional average in that model, and that gives us a 10% prediction
- Minnesota does a little better than the regional average in that model, and that gives us a 10% prediction
- Minnesota does a little better than the regional average in that model, and that gives us a 10% prediction
- Minnesota does a little better than the regional average in that model, and that gives us a 10% prediction
- Minnesota does a little better than the regional average in that model, and that gives us a 10% prediction
CA
California 2025-2026 Regular Session
Assembly Local Government Committee Mar 12th, 2025
Transcript Highlights:
- In this way, your work in California has really modeled... ...disparities.
- And working with Jenny Wagner, who's now at SAC State, we use large language models to pull out all of
- And working with Jenny Wagner, who's now at SAC State, we use large language models to pull out all of
- I do think that tools like this data tool enable large language models to rapidly pull best practices
- Next, we ask the state to provide ongoing state financial resources like predictable formula planning
Summary:
The committee first heard AB 253, by Assembly Member Ward and presented by Assembly Member Quirk-Silva, which would allow licensed third-party professionals to review certain post-entitlement permits if a local building department would take more than 30 days. Supporters, including California YIMBY, the California Chamber of Commerce, the Housing Action Coalition, the Bay Area Council, SPUR, and Abundant Housing LA, said the bill would reduce permitting delays and help housing production. League of Cities and the California State Association of Counties expressed concerns but were not formally opposed. Members voiced strong support, and the bill passed the committee 10-0 to Appropriations.
The committee then held an informational hearing on California’s general plan. The first panel, led by UC Davis professor Catherine Brinkley, gave an overview of the general plan structure, required elements, update cycles, and the new PlanSearch database that makes adopted plans searchable statewide. She emphasized that general plans are long-term, locally tailored documents that integrate housing, transportation, safety, environmental justice, and other policy areas, and noted that many plans and elements are outdated. Members asked about update timelines, public participation, and whether AI tools could help with drafting and analysis.
A second panel of local government representatives described the practical challenges of preparing and updating general plans, especially in rural and small jurisdictions. Speakers from Calaveras County, Sacramento, San Joaquin County, and Fountain Valley cited staffing shortages, consultant availability, funding constraints, CEQA and outreach costs, changing state mandates, and the difficulty of keeping plans aligned with local conditions and board turnover. They asked for more funding, more time, clearer prioritization, and more flexibility. A third panel from the Governor’s Office of Land Use and Climate Innovation explained its role in issuing general plan guidelines, technical advisories, and annual planning surveys, and said it is updating its guidance through 2027 to reflect recent housing, climate, safety, environmental justice, and open space laws. No public comment was offered, and the informational hearing was adjourned.
OK
Transcript Highlights:
- future. but simply provides some specificity as to the evidence you may admit in terms of trying to predict
- So, we're talking here about how to predict the cost of future treatment, knowing that you are going
- Certainly, the example you give might be the most difficult in which to predict all the future medical
- Where we actually cannot predict the future, what tools are available to us now to try to put a reasonable
- We continue to try to compete, model, and pattern what we see in Texas and Delaware.
Bills:
SB2030, SB1926, SB2170, SB2151, SB2166, SB1213, SB1381, SB1824, SB1876, SB1728, SB1582, SB1286, SB1386, SB1708, SB1618
Keywords:
expungement, record sealing, criminal records, clean slate, automatic expungement, expedited expungement, criminal history, OSBI, Oklahoma State Bureau of Investigation, deferred judgment, delayed sentence, pardon, pardon and parole board, law enforcement records, sealed records, arrest records, conviction records, reclassification of felony to misdemeanor, reentry, second chance
MS
Mississippi 2026 Regular Session
Appropriations - Room 216, 15 January, 2026; 2:00 PM
Appropriations
Transcript Highlights:
- We also need flexibility just because I can't always predict when we're going to get a case.
- Um, and I can't always predict when the court's going to change course on a legal issue that's going
- <00:05:11.680>
when because I can't always predict when because I can't always predict when - Um, and I can't always predict report.
- And maybe we do, law enforcement models?
Summary:
The meeting began with a budget presentation from the Office of Capital Post Conviction. Director Chrissy Noble described the office’s work representing death-row clients in state postconviction, federal habeas, clemency, and related matters, and said the Legislature has historically funded the office with enough flexibility to handle unpredictable cases. She highlighted four pending actual-innocence cases, including matters involving false forensics and a shaken-baby syndrome challenge, and noted that such cases often require multiple experts. She also cited a recent example where the office was appointed to a case shortly before an execution date was set, and said flexible spending authority allowed the office to secure experts and file on time. The office asked to retain any remaining special-fund cash balance into FY26 and said it had not requested additional salary funding for FY26 because the increase was already handled through flexibility; members praised the office’s work and no vote was taken.
The committee then heard from the Ethics Commission. Staff explained requests for salary realignment, additional funding for a part-time hearing officer who handles public records and open meetings cases, and a small amount for fuel/food that was described as a system-related placeholder. The commission said it had a backlog because complaints have become more numerous and complex, and that more funding would allow the hearing officer to process more cases. Members also discussed a prior $10,000 system request that had lapsed and was later found to have been underestimated; the commission said the earlier figure came from an initial quote and the later $25,000 estimate reflected the actual cost. The chairman and members commended the commission’s work, and no formal action was taken.
Finally, the Administrative Office of Courts presented its budget requests. The office outlined a deficit appropriation request tied to county-funded court reporter increases, funding for two newly appointed judges, special-judge appointment costs, and death benefits for a court administrator in Warren County. The discussion then focused on judicial salaries, with the office noting Mississippi ranks near the bottom nationally in trial and Supreme Court judge pay, though a cost-of-living adjustment would place the state around 27th. The office said its request follows State Personnel Board recommendations and that it is also seeking a possible increase in filing fees to support the Judicial Operations Fund, which helps cover salary costs not paid from general funds. Members discussed redistricting, special appointments, and the possibility of using fee revenue rather than general funds to support future increases; no vote was taken.
MN
Minnesota 2025 1st Special Session
Committee on Housing and Homelessness Prevention - 03/20/25
Housing and Homelessness Prevention
Transcript Highlights:
- Uh that will be with<00:53:58.319>
fair <00:53:58.559>and <00:53:58.800>predictable< - rent, we can with fair and predictable rent, we can invest<00:54:00.160>
in <00:54:00.319> - This entire growth model is predicated on raising the rents of people who are predominantly low-income
- This entire growth model is predicated on raising the rents of people who are predominantly low-income
- in and and you know this is their model in and and you know this is their model and<01:29:03.520
MN
Minnesota 2025-2026 Regular Session
Social media platform requirements related to minors 3/17/26
Minnesota House Floor Meeting
Transcript Highlights:
- <00:05:22.560>
a estimation technology predicts that a estimation technology predicts that - As adults, we should not be content with this predatory business model.
- <00:07:19.039>
Kids their business model is working. - Kids their business model is working.
- Parents deserve the right to model.
Summary:
The committee took up House File 4138, a bill aimed at limiting harmful social media practices for minors by requiring verifiable parental consent for accounts and restricting addictive features and targeted advertising for youth users. Chair Scott offered an A2 amendment, with an oral clarification striking specific language and two commas; the committee adopted the amended A2, and the bill was then discussed as amended. The bill author described social media as addictive by design and said the measure would use age-estimation technology to identify users 15 and under, require parental consent, and provide a different, less addictive experience for youth.
Supportive testimony came from the Minnesota Catholic Conference, parents Jerry and Giana Cox, and a Minnesota high school student, all arguing that social media harms youth mental health, encourages excessive use, and exposes children to manipulation, cyberbullying, and addictive design features like infinite scroll and autoplay. They said the bill would help parents, protect children, and reduce exploitation of minors’ data. Several committee members also spoke in favor, saying the bill addresses corporate negligence, youth mental health, and the need to act even if the proposal needs more work.
Opposition testimony came from industry groups including the Computer and Communications Industry Association, the Information Technology Industry Council, and NetChoice. They argued the bill is vague and narrow in scope, could create uneven coverage, and may push platforms toward intrusive age-verification or digital-ID-like systems that raise privacy and data-breach concerns. They also said restrictions on personalized or algorithmic features could weaken safety tools and make it harder to protect young users. No final vote on the bill itself was taken in the excerpt, but the amended A2 was adopted and the bill remained under discussion.