Video & Transcript Research : 'automated scoring'

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KY
Transcript Highlights:
  • Regional scoring is scored on an 80-point score.
  • So regional scoring is regional scoring.
  • <00:48:17.839> Um<00:48:18.160> those scored on an 80 point score.
  • Um those scored on an 80 point score.
  • Regional scores.
Summary: The Budget Review Subcommittee on Transportation met without a quorum and first received a maintenance update from Kentucky Transportation Cabinet officials James Ballinger and John Moore. They described how repeated disasters, including floods, tornadoes, and ice storms, have strained routine road maintenance and forced crews to focus on emergency response, snow and ice removal, pothole patching, ditching, signal repairs, mowing, striping, sign work, and other day-to-day upkeep. They said snow and ice costs have averaged about $60 million to $61 million annually in recent years, disaster response has totaled hundreds of millions of dollars over five years, and the cabinet often must carry those costs until FEMA or FHWA reimbursement arrives. They also said maintenance work is increasingly contracted out because of staffing and resource limits, and that competitive pay is needed to retain employees and contractors for around-the-clock emergency work. Members then discussed traffic roundabouts and other intersection designs. Senator Hickden asked about their cost savings and safety benefits compared with traffic signals, and cabinet staff said they would provide life-cycle cost figures later. They emphasized that roundabouts and related designs reduce serious injuries and fatalities, with serious injuries down roughly 70% to 80% and fatalities over 90% in their experience. Chair Douglas and others asked about roundabout sizing for trucks and farm equipment, and staff explained that designers tailor the inscribed diameter to local traffic needs and context. The committee also briefly discussed red-light running and traffic-light cameras, with members stressing the safety risks of drivers ignoring signals. The committee adopted the minutes from the prior meeting by motion and voice vote. It then heard from Sarah Jackson and Matthew Cole on the Real ID and driver licensing transition. They said the cabinet has expanded from almost no regional offices to 35, grown driver licensing staff from 89 to 400, and now issues about 1.3 million credentials annually. They reported improvements in office capacity, queue management, staffing, and compensation, including added workstations, new or expanded offices in Louisville, Lexington, and Bardstown, and the use of contract staff. They said statewide average wait times have fallen to just under 30 minutes, and Kentucky’s Real ID adoption rate has risen to 42.9%. Members asked follow-up questions about driver testing and CDL scheduling. The presenters said all permit and CDL testing is coordinated through Kentucky State Police, with written tests available in most regional offices and CDL testing at a smaller number of KSP locations. Senator Douglas asked when the driver testing requirements were last updated, and the presenters said that was set by KSP. The discussion ended with additional questions about which regional offices lack KSP testing presence, but no further action was taken before the transcript ended.
WY

Wyoming 2026 Regular Session

House Judiciary Committee, February 18, 2026

Judiciary

Transcript Highlights:
  • We would not allow them to create a social score. That social scoring part as well.
  • We would not allow them to create a social score. That social scoring part as well.
  • part social score. that social scoring part social score. that social scoring part as<00:38:06.400
  • if it if it if the social social score if it if it if the social score<00:38:10.960> would<00
  • with social scores. with social scores. >> Further<00:44:35.280> questions?
MN

Minnesota 2025-2026 Regular Session

House Commerce Finance and Policy Committee 3/4/26

Commerce Finance and Policy

Transcript Highlights:
  • So I know that there's been some concern about automation of jobs, but the ESLs do not automate core
  • It's defined, uh, which is defined as automated decision-making to inform individual prices and wages
  • It requires companies that are using this automated data to tell customers and the public about it.
  • decision-making<01:12:43.760> to defined as automated decision-making to defined as automated
  • Any software that helps inform a price qualifies as an automated decision system.
Bills: HF3794, HF3408
Summary: The committee first approved the minutes from March 3, 2026, and then received a presentation from the Minnesota Office of the Attorney General on the Minnesota Consumer Data Privacy Act. Assistant Attorney General Caitlin Miko and Deputy Attorney General Jessica Whitney reviewed the law’s scope, consumer rights, business obligations, and enforcement history. They said the law took effect July 31, 2025, gives Minnesotans rights to access, delete, and opt out of sale, profiling, and targeted advertising, and is enforced by the Attorney General with penalties up to $7,500 per violation. They reported more than 200 complaints in the first six months, many warning letters, and a shift from education to active enforcement now that the initial warning-letter period has expired. Committee members asked about how the universal opt-out works, what happens when companies deny deletion or editing requests, how the office determines willful noncompliance, and whether the law could burden small businesses. The AG’s office said the opt-out can be set through privacy-protective browsers or extensions, companies must respond to consumer requests within 45 days, small businesses are exempt as defined by the SBA, and investigations look for patterns and evidence of willful conduct rather than minor technical violations. The office also said it needs additional funding to fully staff enforcement efforts and noted that it has already issued subpoenas and civil investigative demands. The committee then took up House File 3408, the Stop Grocery Surveillance Price Gouging Act. The author explained that the bill would prohibit retail grocers, physical and online, from setting individualized prices based on consumer information, would limit certain uses of facial recognition and electronic shelf labels, and would preserve narrow exceptions for discounts and loyalty programs. Public testimony followed from the Minnesota Farmers Union in support, arguing that grocery consolidation and surveillance pricing could worsen already high food costs and harm fair competition. The Minnesota Grocers Association opposed the premise that grocery stores use surveillance pricing, said shelf prices are generally uniform and set from a single storewide database, and argued electronic shelf labels are efficient and not nefarious. A technology company representative similarly said ESLs do not use personal data or facial recognition, prices are uniform, and a 2025 study found no meaningful price increases after ESL adoption. The bill was laid over for possible further discussion after the testimony.
AZ

Arizona 2026 Regular Session

03/16/2026 - Senate Finance

Finance

Transcript Highlights:
  • A social credit score is a system that...
  • So why don't we see a definition of social credit score in the bill? Mr.
  • Social credit scores can be a lot of different things.
  • So-called social credit scoring is not neutral.
  • So-called social credit scoring is not neutral.
Summary: The committee first approved the March 9, 2026 minutes and held House Bills 29 and 2939 at the sponsor’s request. It then took up House Bill 2016, which would eliminate the late-filing penalty for taxpayers with zero income tax liability; after discussion about whether taxpayers still need to file to establish that they owe nothing, the committee adopted an amendment narrowing the bill to income tax filers and passed the bill 4-3. The Department of Revenue said it was neutral on the bill but supported the amendment. The committee next heard House Bill 2289, which updates the property-value examples used in bond/override election pamphlets and truth-in-taxation notices from older low values to $300,000. Supporters said the figures are outdated and should better reflect current home values; opponents questioned whether $300,000 was the best benchmark and whether adding another example would confuse voters. The bill passed 4-3. The committee also approved House Bill 4103, which bars school districts from calling bond elections if enrollment is below 50% of capacity. Supporters argued districts should use or monetize excess space before asking taxpayers for more debt, while school administrators and others said the measure would block needed maintenance, safety upgrades, and local decision-making. It passed 4-3. Two related agricultural property bills, House Bills 2104 and 2105, were both amended and passed 4-3. HB 2104 creates a four-year period after a successful agricultural property tax appeal during which assessors generally may not reclassify or reinspect the property absent changes in use, ownership, splits, or improvements. HB 2105 requires advance notice of inspections and inspection reports and provides a three-year inspection exemption after the most recent inspection, with similar exceptions. Farm and ranch groups said the bills provide fairness and certainty after successful appeals; county assessors opposed them as limiting oversight and creating unequal treatment. The committee also passed House Bill 2256 unanimously, which sets notice and title procedures for salvage auction dealers when insurance claims are denied or unpaid, and House Bill 2979 unanimously, which updates credit union regulatory timelines and procedures. Later, the committee passed House Bill 2996 unanimously, clarifying that certificates of insurance are informational only and cannot expand coverage or rights, with penalties for misrepresentations. It also heard House Bill 2174, which renames and updates regulation of insurance modeling and data organizations, requires model filings, and revises related reinsurance provisions; the discussion focused on how DIFI would regulate models versus the companies that create them, but no vote was taken in the portion provided. Finally, House Bill 2477 was introduced to conform Arizona’s 529 plan to federal law by increasing the K-12 withdrawal limit to $20,000, adding post-secondary credentialing expenses, and allowing rollovers to ABLE accounts and Roth IRAs if requirements are met; the sponsor and Treasurer’s Office supported it as a cleanup/conformity measure, and discussion began on how the new rollover options would work.
AZ

Arizona 2026 Regular Session

02/03/2026 - House Commerce

Commerce

Transcript Highlights:
  • credit score.
  • credit score.
  • credit score.
  • credit score.
  • Equifax score or things like that, they set a score on that.
Summary: The House Commerce Committee heard and advanced several bills. HB 2181, as amended, would extend the deadline for funeral establishments to submit death certificates from 7 days to a maximum of 14 days and clarify that a provider’s medical certification period excludes weekends and holidays. The sponsor and a mortuary owner testified that the current timeline is often difficult to meet because of weekends, holidays, doctor availability, county delays, and family circumstances. Several members said the bill did not fully address the underlying compliance problems, but the committee adopted the amendment and passed the bill 6-4-1. HB 2682 would create a DES rental assistance program offering up to two months or $5,000 in aid, with a $5 million general fund appropriation for administration. The sponsor and a tenant advocate described the bill as a short-term bridge to prevent eviction and homelessness, while an industry representative said rental assistance is an effective early intervention tool. Some members raised concerns about limiting eligibility to households with children and about program administration, but the bill passed 7-4. HB 2698 would create a rental assistance study committee to evaluate program effectiveness and repeal in 2028; it passed on a 7-4 vote. HB 2476 would revise CPA certification and reciprocity requirements, creating multiple pathways to licensure and updating related rules and fees. Supporters said it would help address a CPA shortage and align Arizona with other states; after clarification from the sponsor and the State Board of Accountancy, the committee passed it unanimously, 11-0. The committee then heard HB 2308, which would bar dental insurers and certain holding companies from owning dental practices; the Arizona Dental Association supported it as a safeguard against vertical integration, while Delta Dental opposed it as overbroad and burdensome. The bill passed 8-0-3. Finally, the committee began hearing HB 2118 on mobile food vendors and local permitting, with the sponsor and food truck operators arguing for streamlined county/state licensing and reduced local duplication, while a vendor representative warned the proposal could affect existing local ordinances and private-property vendors.
HI

Hawaii 2026 Regular Session

ECD Public Hearing - Fri Apr 17, 2026 @ 8:30 AM HST

Economic Development & Technology

Summary: The committee met in Room 430 on April 17 at 8:30 a.m. and heard several resolutions focused on Hawaii’s sister-state and international relationships. Measures discussed included SCR 184, SCR 169 SD1, SCR 47, SCR 57 SD1, SCR 170 SD1, and SCR 163 SD1. Testimony generally supported expanding or formalizing ties with Japanese prefectures and other partners, including Yamaguchi, Okayama, and Aotearoa/New Zealand, as well as maintaining the Hawaii-Taiwan relationship. DBED’s Dennis Ling explained that sister-state agreements provide a framework for broader government, nonprofit, and private-sector relationships, and cited existing exchanges in transportation, health, education, culinary rice development, biosecurity, and food innovation. Catherine Stanway of the Division of Forestry and Wildlife supported the Aotearoa measure for predator control, biosecurity, and conservation cooperation. Jerry Chang of the Taipei Economic and Cultural Office testified in support of the Taiwan resolution, noting 33 years of sister-state ties and ongoing cooperation in education, culture, economy, and disaster management. One witness raised a concern about language in SCR 57 SD1 related to double taxation, saying that portion did not relate to the sister-state relationship, but the committee chose not to amend the measure to avoid possible delay or conference issues. A committee member also asked about how sister-state relationships work and whether other states have similar country-level arrangements; Ling said Hawaii has an MOU with Israel and mentioned Singapore as another possible partner, while noting that such arrangements often depend on the governor and are not standardized across states. After testimony, the committee voted to recommend passage of all measures as is. SCR 184, SCR 169 SD1, SCR 47, SCR 57 SD1, SCR 170 SD1, and SCR 163 SD1 were all adopted by the committee without amendments. Some members were excused during the hearing, and the meeting adjourned after the final vote.
TX

Texas 89th Regular

Delivery of Government Efficiency Apr 30th, 2025

Delivery of Government Efficiency

Transcript Highlights:
  • Also, the owner of the automated system—well, there's really two separate issues.
  • In the bill, when an automated driving system is installed on an automated motor vehicle. is engaged,
  • Yeah, so it's, again, if the automated driving system is first of all engaged, right?
  • Okay, there's been a decline both in performance in math and English according to the NAEP scores.
  • So I think part of the deal is looking into the future: how do we do automation?
MN

Minnesota 2025-2026 Regular Session

House Workforce, Labor, and Economic Development Finance and Policy Committee 3/24/26

Workforce, Labor, and Economic Development Finance and Policy

Transcript Highlights:
  • The use of automated data systems and surveillance data like personal characteristics, behaviors, and
  • Um, the definition of automated decision system is broad enough to incorporate really, from my reading
  • Um, the definition of automated decision system is broad enough to incorporate really, from my reading
  • Um, the definition of automated decision system is broad enough to incorporate really, from my reading
  • , based on your purchase credit score, based on your purchase history,<01:21:24.680> based<01:
NM

New Mexico 2026 Regular Session

Senate - Judiciary Feb 9th, 2026 at 01:36 pm

Senate Judiciary

Transcript Highlights:
  • So basically, in the new sub, it says in paragraph two, line 18, page three, an automated license plate
  • So basically in the new sub, it says in the paragraph two, line 18, page three, an automated license
  • It says an automated license plate reader user in New Mexico that uses an automated license plate reader
  • system shall not allow access to automated license plate reader information by an out-of-state third
  • And then if you take a look at subparagraph C, an automated license plate reader shall not sell, share
Bills: SB40, SB104, SB136, SB164