Video & Transcript Research : 'algorithmic pricing'
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CA
California 2025-2026 Regular Session
Senate Budget and Fiscal Review Subcommittee No. 5 on Corrections, Public Safety, Judiciary, Labor and Transportation May 20th, 2026
Transcript Highlights:
- I was saying that AI-driven productivity, surveillance, and algorithmic scheduling, pace-of-work tracking
- will result in an overall annual savings to the state instead of the current fixed-employee-rate pricing
- will result in an overall annual savings to the state instead of the current fixed-employee rate pricing
- Magellan, expires on June 30, 2026, and covers basic counseling services at a fixed employee-rate pricing
- In other cases, the manufacturing specifications from CalPIA were different, which affects the price.
Summary:
The committee held an informational hearing on the Governor’s May Revision proposals for labor, public safety/judiciary, and transportation, and no votes were taken. In Part A on labor, the Employment Development Department reviewed proposals for EDD Next document management system funding, updated UI loan interest costs, disability insurance and paid family leave benefit and administration adjustments, WIOA funding changes, UI administrative and benefit changes, school employee benefit adjustments, an EMT training reappropriation, and a technical correction tied to EDD Next. PERB discussed funding tied to AB 28 and AB 1, including litigation-related workload and new jurisdiction over legislative employees. DIR presented proposals for legal unit reclassifications, two major IT modernization projects, a new Cal/OSHA emerging technologies unit, a COIA reappropriation, and trailer bill language on electronic assessment payments and the DWC director salary cap. CalHR proposed additional funding for a consolidated employee assistance program contract, and CalPERS and CalSTRS presented budget adjustments tied to investment costs and state contribution changes.
Members focused heavily on UI debt and interest payments, asking the administration for a plan to reduce the outstanding loan and relieve employers. Finance said no specific repayment plan was included in the May Revision, while LAO said the state’s UI tax structure is structurally insufficient and that any debt payoff should be paired with tax-system reform. Senators also questioned EDD Next costs and timelines, PERB’s caseload and staffing needs, and DIR’s emerging technologies unit, with LAO noting that the unit would appear focused on physical workplace safety rather than broader AI labor issues. CalHR said the new EAP contract would consolidate services, improve access to clinicians, and lower costs relative to the current model. CalPERS defended higher external management fees as part of a strategy to pursue higher net returns, while some members pressed for more transparency about private investments; CalSTRS said it was not prepared to address investment-strategy questions at this hearing.
Public comment in Part A was dominated by advocates urging support for an immigration enforcement emergency relief fund, along with comments supporting the Jails to Jobs proposal, the Apprenticeship Innovation Fund, and additional PERB funding. The chair noted that many of the immigration-related requests might fall under other committees and said staff would follow up. In Part B, Finance and LAO outlined judicial branch and DOJ May Revision items, including funding for court interpreter services, appellate court security, lactation room implementation delays, courthouse construction reappropriations, and DOJ budget increases. LAO recommended approving the language-access proposal with a report on reducing interpreter cost growth and reducing the General Fund backfill for state court facilities by $10 million on an ongoing basis.
FL
Florida 2025 Regular Session
Appropriations Committee on Criminal and Civil Justice Apr 10th, 2025
FL
Florida 2026 5th Special Session
Appropriations Committee on Criminal and Civil Justice Apr 10th, 2025
Transcript Highlights:
- I'm one of those people who unfortunately watch some of this stuff on social media, and then the algorithm
- Victoria Price, Florida Public Utilities Company, waiving in support.
- Victoria Price, Florida Public Utilities Company, waiving in support, and Drew Love, Florida Electric
- Senators. waiving in support, Victoria Price, Florida Public Utilities Company, waiving in support, and
Summary:
The committee heard and voted on a long agenda of criminal justice, public safety, and civil justice bills. Among the measures reported favorably were SB 984, which adds aggravating factors for capital sentencing when a murder occurs during religious, school, or public government gatherings; SB 1140, creating a Hillsborough County pilot program to address substance abuse among offenders on probation; SB 1180, expanding child pornography laws to cover lewd altered or filtered images and solicitation; SB 10, providing compensation to Sidney Holmes for a wrongful conviction; SB 500, creating a Spectrum Alert system and training for missing children with autism; SB 1054, increasing penalties for tampering with electronic monitoring devices; SB 1072, establishing an expedited DNA testing grant program; and SB 240, the Haven Act, which aligns domestic and dating violence protections and creates a feasibility study for a discreet emergency contact system for victims. Several bills were amended before passage, including funding for the Spectrum Alert program and technical changes to the DNA, juvenile justice, and other proposals.
Members also advanced SB 494, creating a statewide FDLE animal abuse database and increasing sentencing consequences for aggravated animal cruelty, with strong support from animal welfare groups and county officials. SB 1422 was reported favorably to strengthen penalties for unmanned aircraft over critical infrastructure and for weaponized drones, though members raised concerns about the bill’s “reasonable force” language. SB 1268 updated FDLE statutes and increased reimbursement for retired police dogs. SB 1252 was amended into a feasibility study for a statewide pawn data database, and SB 1386 increased penalties for assaults and batteries on utility workers, drawing support from utility and industry groups.
The committee also approved SB 1084 on sexual cyber harassment, which criminalizes dissemination of intimate images and digitally forged intimate images, and SB 1654, which revises sexual offender and predator registration rules, including online reporting for certain in-state travel residences. SB 1650 expanded the vexatious litigant law, and SB 1652 created a public records exemption for stricken non-criminal court filings. Finally, SB 1284, expanding Florida’s Wrongful Death Act to allow civil claims for the death of an unborn child, drew extensive testimony both for and against; supporters called it a life-affirming measure, while opponents warned it could increase litigation, affect abortion-related care, and discourage physicians from practicing in Florida. The bill was heard with multiple public comments, but the transcript excerpt does not show a final vote on SB 1284.
NH
New Hampshire 2025 Regular Session
House Criminal Justice and Public Safety (05/23/2025)
Criminal Justice and Public Safety
Transcript Highlights:
- And I never understood it, but I think it was called algorithms or logarithms or something.
- I see a lot of kids doing stupid things that pay a pretty hefty price sometimes.
- <03:55:18.239>
Sometimes pretty hefty price sometimes. - Sometimes pretty hefty price sometimes.
- It's coming out through the algorithm in a way that they didn't necessarily intended to, right?
MN
Transcript Highlights:
- Um and then algorithmically you are quickly moved into spaces whether you like it or not.
- Um and then algorithmically you are quickly moved into spaces whether you like it or not.
- Um and then algorithmically you are quickly moved into spaces whether you like it or not.
- Um and then algorithmically you are quickly moved into spaces whether you like it or not.
- >> And so the algorithm is feeding you more >> And so the algorithm is feeding you more of
Keywords:
education finance, safe schools revenue, school safety, charter schools, funding, safe schools, school security, school levy, pupil units, safe schools aid, cooperative units, intermediate school district, school resource officer, peace officer liaison, sheriff liaison, drug abuse prevention, gang resistance education, violence prevention, suicide prevention, mental health services
Summary:
The committee first adopted the March 3rd minutes by voice vote after Representative Lee moved them and there was no discussion. Members then reviewed hearing rules on decorum, safety, and participation before taking testimony from Dr. James Densley and Dr. Jillian Peterson of the Violence Prevention Project Research Center at Hamline University.
The presenters summarized research on mass shootings and K-12 school shootings, drawing on a database of homicides in school settings from 2000 to 2025 and a smaller set of 15 K-12 mass shooting cases. They said school shooters are usually insiders, most often current or former students, and typically young males. They described common patterns including a noticeable crisis before attacks, perpetrators viewing the shooting as a final act, studying prior shooters online, and “leakage” in which most tell someone in advance. They also emphasized that many perpetrators use unsecured firearms from family members and argued that prevention should combine reporting systems, behavioral threat assessment, counseling, mentoring, secure storage, and other layered interventions rather than rely on a single solution.
The presenters also discussed broader violence trends in the Twin Cities, saying much school violence is spillover from community violence and that pandemic-era disruptions and weakened trust in institutions contributed to serious violence. They cited a national survey finding that exposure to gun violence is associated with PTSD, anxiety, depression, and fear of public spaces, especially among young people. During member questions, Representative Wam asked for clarification on the data set and the rural/small-town share of the survey sample.
KY
Kentucky 2025 Regular Session
Medicaid Oversight and Advisory Board (8-27-25)
Transcript Highlights:
- are all, you know, looking at the trends and identifying providers that, um, because there are algorithms
- are all, you know, looking at the trends and identifying providers that, um, because there are algorithms
- are all, you know, looking at the trends and identifying providers that, um, because there are algorithms
- are all, you know, looking at the trends and identifying providers that, um, because there are algorithms
- because there are there are algorithms because there are there are algorithms that<01:44:06.639>
Keywords:
1. Call to Order and Roll Call – 00:00:00
2. Approval of Minutes – 00:02:10
3. Discussion of State-Based Marketplaces and the Federally-Facilitated Marketplace – 00:02:31
4. Discussion of the Role of Kynectors and Navigators – 00:27:29
5. Discussion of Presumptive Eligibility – 01:11:57
6. Discussion of Medicaid Eligibility, Enrollment, and Redeterminations – 01:20:09
7. Update on Rural Health Transformation Program Application Process – 01:47:35
8. Public Comment – 01:59:57
9. Adjournment – 02:06:10, 958, all
Summary:
The Medicaid Oversight Advisory Board met for its third meeting and approved the July 30 minutes. The chair outlined a full agenda covering the state-based marketplace versus the federally facilitated marketplace, connectors and navigators, presumptive eligibility, eligibility/enrollment/redetermination, and a rural health transformation update. Commissioner Lisa Lee and Assistant Director David Barry presented first on Kentucky’s state-based exchange, Connect, explaining that it is an integrated eligibility and enrollment system for Medicaid, CHIP, SNAP, TANF, child care, and qualified health plans. They reviewed Kentucky’s move from a state-based exchange to healthcare.gov in 2017 and back to a state-based marketplace in 2021, and said the system helps route applicants to the correct program and allows families to move more easily between Medicaid and exchange coverage as circumstances change.
The presenters said the exchange is funded by carrier assessments on qualified health plans rather than general fund dollars, with costs allocated across programs based on use. They said Kentucky’s exchange fees are lower than the federal platform’s and that the state-based system provides local assistance through DCBS offices, connectors, and licensed agents in every county. Members asked about startup and operating costs, fee-setting, and whether any general fund dollars are used; the department said it would follow up with the CFO on fee details and said it was not aware of general fund support for exchange operations. Members also raised concerns about Medicaid eligibility verification and improper enrollment, while the department emphasized that the state system uses different questions than healthcare.gov and is designed to identify the correct coverage based on monthly Medicaid income and annual tax-credit income.
The board also discussed enrollment trends, including a COVID-era spike during the public health emergency when disenrollments were largely paused, and current qualified health plan enrollment of more than 97,000 people on Connect. Commissioner Lee explained presumptive eligibility as temporary Medicaid coverage, noting it applies to pregnant women and hospital-based cases, with hospitals able to grant it and certain providers able to grant it to pregnant women. She said full eligibility is still determined within 30 days and that presumptive eligibility ends when full Medicaid eligibility is determined or at the end of the following month. The meeting then shifted to connectors, with representatives from Community Action Kentucky and the Kentucky Primary Care Association describing their statewide outreach network, local offices, and role helping residents apply for Medicaid, renew coverage, report changes, and navigate benefits; they said connectors do not determine eligibility but assist with applications, recertifications, and outreach events across the Commonwealth.
WY
Transcript Highlights:
- So, every time a new scheme pops up, there's more algorithm put into the automation to try and prevent
- 36.080>
more new a new scheme pops up, there's more new a new scheme pops up, there's more algorithm - /c><01:19:37.040>
put <01:19:37.200>into <01:19:37.360>the <01:19:37.520>algorithm - <01:19:38.000>
in algorithm more put into the algorithm in algorithm more put into the algorithm
Keywords:
gun control, Second Amendment, constitutional rights, misdemeanor, law enforcement, virtual currency, kiosk, financial institutions, regulation, Wyoming Money Transmitters Act, penalties, death benefits, retirement, survivor support, public safety, guardianship, monitoring, ward protection, financial independence, case management
CA
California 2025-2026 Regular Session
Assembly Privacy and Consumer Protection Committee Jul 1st, 2026
Transcript Highlights:
- real-world consequences of inadequately regulated AI mental health care, with chatbots powered by AI algorithms
- acknowledge a place for AI in this that can help have patients get more access to care, but the algorithm
- We have seen something that algorithms cannot do.
- You know, the price of something on Amazon goes up or down, so it can adjust based on things in the world
- Cynthia Price, Sacramento County, strong support of the bill. Thank you.
Summary:
The committee heard several bills focused on artificial intelligence, child safety, mental health, and privacy. SB 574 by Senator Umberg would require transparency and human oversight when attorneys, judges, and court neutrals use AI; it drew support from privacy advocates and committee members, with no opposition. SB 1276, the End Child Exploitation Act, would update child sexual exploitation laws to cover live-streamed and AI-generated abuse material and clarify that viewing such content can be criminally punishable; prosecutors, child advocacy groups, and others supported it, while no one appeared in opposition despite opposition on file. SB 813 would create a California AI standards and safety commission and a voluntary two-tier certification framework for AI safety standards; supporters said it would create scalable, independent oversight, while TechNet and CalChamber opposed it as duplicative, under-defined, and likely to create a de facto mandate. The committee discussed market pressure, federal preemption concerns, and the role of voluntary standards, but no final vote was taken in the excerpt.
Senator Padilla also presented SB 300, which would strengthen protections for minors from sexually explicit chatbot content by moving from a reasonableness standard to an affirmative duty to prevent such exposure and to prohibit facilitation. Supporters said new evidence showed greater risks and that companies can and should build stronger safeguards; opponents, including TechNet and CCIA, argued the bill was premature because SB 243 had only recently taken effect and warned it could create strict-liability-like exposure. Padilla then presented SB 903, which would bar AI chatbots from being advertised as therapists, require licensed clinician oversight and informed consent for AI use in psychotherapy, and protect patient confidentiality; it received broad support from mental health professionals and labor groups, while industry and health associations were opposed unless amended over triage and crisis-detection language. The committee members emphasized the need for human judgment in mental health care and noted ongoing negotiations on amendments.
The committee also heard SB 1119, a companion to AB 2020, which would require annual risk assessments, crisis-response protocols, default child settings, parental controls, limits on data use, public incident reporting, and third-party audits for chatbots used by children. Supporters argued the bill would address documented harms and improve transparency, while industry groups objected to ambiguous standards, liability exposure, and the private right of action. A roll call vote was taken on SB 1119 after quorum was established; the motion to pass to Appropriations succeeded on a 5-1 vote, with one no vote and the measure left on call for absent members. Finally, SB 354, a privacy bill for insurance consumers, would modernize outdated insurance privacy rules, bar sale of personal information, and expand consumer rights to know, correct, and delete data. Supporters said it would implement Proposition 24’s privacy mandate, while a large coalition of insurers, agents, brokers, and related businesses opposed unless amended, mainly seeking a small-business exemption and narrower treatment of publicly available information; members and the author said negotiations were ongoing and the bill had already been substantially revised.
KY
Kentucky 2025 Regular Session
House Standing Committee BR Sub. on Health & Family Services (2-26-25)
Transcript Highlights:
- the prepayment audits, but we identify providers to audit based on some in-house data analytics algorithms
- 24.160>
analytics based on some in-house data analytics based on some in-house data analytics algorithms - 25.839>
run <00:15:26.680>uh <00:15:26.800>looking <00:15:27.040>at algorithms - that we run uh looking at algorithms that we run uh looking at high<00:15:27.560>
utilization - They identify algorithms and high utilizers across the nation and report back to each state.
Summary:
The subcommittee met to review the Department for Medicaid Services’ program integrity work. Commissioner Lisa Lee and Program Integrity Director Jennifer Dudinsky outlined Kentucky Medicaid’s structure, funding, enrollment, and spending, including FMAP rates, the size of the Medicaid and KCHIP populations, the number of providers, and 2024 expenditures. They also described the managed care and fee-for-service populations, noting that managed care serves most members while fee-for-service is concentrated in long-term care and waiver populations.
Most of the discussion focused on fraud, waste, abuse prevention, and provider oversight. The department described its provider enrollment and certification checks, revalidation requirements, site reviews, fingerprinting for some high-risk providers, and termination grounds such as false application information, Medicare actions, unreported ownership changes, and abandonment of a provider number. Members asked about nonprofit ownership reporting, MCO fraud oversight, and how the department tracks unusual CPT code utilization, especially in behavioral health. The department said it uses data analytics, audits, policy review, and collaboration with behavioral health staff to monitor those trends.
Dudinsky explained the division’s four branches: provider licensing and certification, audits and compliance, recovery, and third-party liability/estate recovery. She described prepayment and postpayment audits, referrals of credible fraud allegations to the Attorney General, monthly meetings with the AG’s office, and coordination with the Office of Inspector General, CMS, HHS OIG, MCOs, and other partners. She also explained payment suspensions, stand-downs during law enforcement investigations, and recovery efforts for overpayments, provider/member fraud, and third-party liability. The department said its recovery and avoidance efforts produced more than $251 million in savings so far in 2025. No votes or formal actions beyond approving the minutes were taken.
KY
Kentucky 2025 Regular Session
House Standing Committee BR Sub. on Health & Family Services (2-12-25)
Transcript Highlights:
- commissioner said, it's within the program integrity division that does it, but they have various algorithms
- they Integrity division that does it but they have<00:42:33.240>
various <00:42:33.800>algorithms - that<00:42:34.960>
they <00:42:35.160>run <00:42:36.000>um have various algorithms - that they run um have various algorithms that they run um daily<00:42:37.400>
weekly <00:42:37.800
Summary:
The Budget Review Subcommittee on Health and Family Services held its first meeting and received an overview from the Department for Medicaid Services on Medicaid’s behavioral health and substance use disorder services. Commissioner Lisa Lee and CFO Steve Beal said Kentucky Medicaid serves about 1.4 million members, including over half of Kentucky children, with 485,000 expansion members, more than 69,000 enrolled providers, and total fiscal year 2024 expenditures of $18.5 billion. They said Kentucky covers a broad range of behavioral health services, and behavioral health provider enrollment has grown from a little over 4,500 in 2019 to nearly 8,000 in 2024. They also described how Medicaid spending and utilization are tracked through claims and encounter data, with most members served through managed care organizations.
Members focused on sharp increases in certain behavioral health billing codes, especially peer-to-peer services, and asked about reimbursement, utilization review, and whether the growth reflected increased need or expanded coverage. DMS said the rise was partly tied to combining facility and nonfacility behavioral health fee schedules in 2023, choosing the higher reimbursement rate to avoid cuts, and that the department has seen an uptick in peer-to-peer services. In response to concerns about overutilization, DMS said it mailed a letter to behavioral health providers, is considering limits and prior authorizations for some services, and plans to create a standardized monthly behavioral health report to monitor trends consistently and identify when controls may be needed.
Lawmakers also asked whether the provider network is sufficient and whether access is adequate, especially for children. DMS said provider enrollment has expanded because behavioral health services were added to Medicaid in 2014 and because demand increased after COVID, but acknowledged studies showing children have less access than adults and said that would be an area of focus. The department said managed care organizations are required to ensure access to needed services and that current trends indicate access is available, though one member disagreed and said workforce shortages remain a major concern. Another member asked about non-emergency medical transportation spending, and DMS explained that it is handled through a capitated arrangement administered by the Transportation Cabinet rather than directly by the managed care organizations.
AR
Arkansas 2026 1st Special Session
INSURANCE & COMMERCE - SENATE AND HOUSE Feb 13th, 2026
Transcript Highlights:
- The small business owner, the farmer, comes in and he pays full price.
- the small trucker, or whoever takes out the policy, and then the agent contacts, and he pays full price
- The reason being that when you tap that card without that direct touch, it generates an algorithm.
Summary:
A joint House-Senate Insurance and Commerce meeting focused on the growing threat of financial fraud in Arkansas, with members hearing from bankers, regulators, law enforcement, AARP, and mortgage and insurance industry representatives. Witnesses described a wide range of scams, including spoofed bank calls and texts, fake websites and social media impersonation, romance and investment scams, business email compromise, gift card fraud, check fraud, wire fraud, reverse mortgage scams, and crypto kiosk schemes. Several speakers emphasized that fraud is increasingly organized, technology-driven, and amplified by artificial intelligence, and that seniors are disproportionately targeted and often suffer the largest losses.
Testimony highlighted both prevention and recovery efforts. Bankers said institutions spend heavily on training, customer education, and fraud detection, but often cannot stop losses once customers have been convinced to authorize transfers. The Attorney General’s office described its Consumer Protection Division, a new Financial Fraud Task Force, and examples of recovering funds quickly from crypto kiosk and wire fraud cases. The State Bank Department and Securities Department said Arkansas’s 2025 crypto ATM legislation and related education requirements have helped, and they urged continued public education. The Insurance Department reported major insurance-fraud trends, including fake insurance cards, forged policies, premium-finance schemes, and staged auto accidents, and said it prosecutes these cases aggressively.
Members asked about reporting scams, the security of tap payments, how fraud losses are tracked, the role of crypto kiosks, and whether Arkansas should pursue model legislation or stronger action against telecom and social media companies. Witnesses said tap payments are generally safer than chip or swipe, that crypto transfers are often unrecoverable, and that spoofed caller ID and impersonation ads remain major problems. Paul Benda of the American Bankers Association urged state and federal action against telecom and social media platforms and supported national scam legislation. No new bills were voted on at the meeting, but members approved the November 3, 2025 minutes and several witnesses offered to share model legislation, consumer education materials, and state-by-state fraud data with the committee.
MN
Minnesota 2025-2026 Regular Session
House Floor Session - part 2 May 9th, 2025
Minnesota House Floor Meeting
Transcript Highlights:
- of non-competes was an important important step we took in 2023 that allowed workers to say, at the price
- Or how the formula, or the algorithm, or the methods, or the technology.
- But you just work in sales and you have things that are confidential pricing because that's what you
TX
Texas 89th Regular
Senate Committee on Health and Human Services Apr 15th, 2025
Health & Human Services
Transcript Highlights:
- I do want to say that just in listening to this and in Senate Finance, I'm not sure we're pricing our
- It's priced like that.
- And what to believe, because a lot of the algorithms that are used in social media look for engagement
Keywords:
pharmacist, vaccine administration, COVID-19, exclusive authority, healthcare, Medicaid, provider enrollment, credentialing, administrative burden, Texas Health and Human Services, senior retirement communities, emergency response, residential safety, contract provisions, health and safety regulations, medical staff privileges, hospital administration, healthcare regulation, Texas Health and Safety Code, consistency in privileges
FL
Florida 2026 Regular Session
Appropriations Committee on Criminal and Civil Justice Apr 10th, 2025
Appropriations Committee on Criminal and Civil Justice
Transcript Highlights:
- I'm one of those people who unfortunately watch some of this stuff on social media, and then the algorithm
- Victoria Price, Florida Public Utilities Company, waiving in support.
- Victoria Price, Florida Public Utilities Company, waiving in support, and Drew Love, Florida Electric
Summary:
The committee heard and voted on a long agenda of criminal justice, public safety, victims’ rights, and related bills. SB 984 on aggravating factors in capital cases was reported favorably after debate over its focus on religious, school, and government gatherings; the Florida Conference of Catholic Bishops opposed expanding the death penalty, while supporters said it was about accountability rather than deterrence. CS for SB 1140 creating a Hillsborough County substance abuse pilot program for offenders, CS for SB 1180 broadening child sexual image protections, CS for SB 10 compensating Sidney Holmes for a wrongful conviction, CS for SB 500 creating a Spectrum Alert system for missing children with autism, and SB 1054 on tampering with electronic monitoring devices all passed favorably, with the substance abuse bill drawing supportive testimony about treatment and recovery and the Holmes bill receiving emotional support from Holmes himself.
The committee also approved SB 1072 on expedited DNA testing grants, CS for SB 240 on domestic and dating violence victims, CS for SB 494 creating a statewide animal abuse database, and CS for SB 1422 on unmanned aircraft over critical infrastructure and weaponized drones. SB 240 drew extensive testimony from advocates describing a feasibility study for a discreet emergency alert system and the need to align domestic and dating violence protections; SB 494 drew strong support from animal welfare groups and county officials who described local registries and the link between animal abuse and violence toward people, while members discussed whether the bill should also bar known abusers from adopting animals. SB 1422 passed after questions about “reasonable force” against drones and concerns about firearms use, with the sponsor saying the bill was meant to protect privacy and property rights.
Additional measures reported favorably included SB 1268 updating Department of Law Enforcement statutes and increasing reimbursement for retired police dogs, CS for SB 1344 revising juvenile status-offender procedures, CS for SB 1252 creating a feasibility study for a statewide pawn data database, CS for SB 1386 increasing penalties for assault and battery on utility workers, CS for SB 1084 strengthening sexual cyber harassment laws for intimate and digitally forged images, CS for SB 1654 revising sex offender/predator registration and reporting rules, CS for SB 1650 expanding the vexatious litigant law, and CS for SB 1652 creating a public records exemption for stricken court filings. The final and most heavily debated bill, CS for SB 1284 on wrongful death of an unborn child, drew extensive testimony from supporters who framed it as recognizing unborn life and opponents who warned it could be used to harass abortion patients, providers, and supporters and could increase malpractice exposure; the sponsor said the bill would allow parents to recover damages while protecting mothers and lawful medical care. The transcript ends before the roll call on SB 1284 is completed, but the committee had already reported the other measures favorably by recorded votes, generally along party lines with broad support from members present.
MN
Minnesota 2025-2026 Regular Session
Committee on Judiciary and Public Safety - 03/16/26
Judiciary and Public Safety
Transcript Highlights:
- or delaying care based on an algorithm. or delaying care based on an algorithm.
- Chair, this bill would ban, uh, surveillance pricing and end this personalized pricing.
- <02:40:55.439>
pricing. - maintain affordable prices at the shelf. maintain affordable prices at the shelf.
- capture routine practices such as cost-based pricing, dynamic pricing, personalized pricing, or voluntary
AZ
Arizona 2026 Regular Session
03/26/2026 - House Artificial Intelligence & Innovation
Artificial Intelligence & Innovation
Transcript Highlights:
- What if we could utilize algorithms based on instruments that we're already using to test your specimens
- blood and, with those biometrics in that secure electronic health record, we're able to utilize algorithms
Bills:
SB1786
Keywords:
artificial intelligence, content verification, provenance data, transparency, digital content, 1182, all
Summary:
The committee first heard a presentation from Sonora Quest Laboratories on how the company is using artificial intelligence and innovation in clinical lab work. Testimony emphasized that AI is already being used in digital pathology, cytology, genetics, genomics, predictive analytics, and quality control, with a strong focus on human oversight, validation, and closed, secure systems that keep patient data in-house. Speakers said AI can improve accuracy, speed diagnosis, reduce repeat testing, support precision medicine and pharmacogenomics, and potentially help with rare disease management and drug selection, while also noting the need for governance and safeguards.
Members asked questions about accuracy, safeguards, data security, whether AI could reduce repeat specimen collection, expand to other hospital labs, and how AI might affect treatment decisions such as step therapy and pharmacogenomics. The presenters said AI outputs are reviewed by specialists, that the systems are validated and monitored, and that the organization uses a closed ecosystem with no external data sharing. They also discussed future possibilities such as digital twins, earlier cancer detection, and more tailored medication choices, while acknowledging that AI is still developing and must be used carefully.
The committee then took up Senate Bill 1786, as amended, which requires covered providers using generative AI to add provenance data to AI-created or significantly modified video, image, or audio content, using methods like watermarking or metadata, with exceptions for minor edits and certain interactive or non-user-generated content. The amendment clarified that identifiable individual information generally cannot be included unless the user opts in, protected trade secrets, and set an effective date of February 1, 2027. After discussion about consumer transparency, scope, and possible legal issues, the committee adopted the amendment and voted 4-2 with one absent to give SB 1786 as amended a do pass recommendation.
FL
Florida 2026 4th Special Session
January 20, 2026 - 01:00 PM
Transcript Highlights:
- But when one of your teammates is now an agent, it becomes a very different dynamic. an algorithm, this
- point out with the re-engineered degrees of freedom in the hips and legs and the improved control algorithms
TX
Transcript Highlights:
- It's a glowing screen, a digital landscape dominated by social media, driven by algorithms, and largely
- These algorithms are not neutral. They are designed to exploit developing minds.
Keywords:
social media, children, account verification, data privacy, parental control, financial crime, card fraud, motor fuel theft, law enforcement, criminal activity, skimmers, prevention, training, biological sex, government information, definitions, sex-based distinctions, public health, federal directives, state authority
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Financial Services Jun 21st, 2026 at 10:30 am
Joint Committee on Financial Services
Transcript Highlights:
- have the resources to meet these requirements by requiring commercial coverage of behavioral health prices
- I’ve recently been made aware of—I don’t know, it was a public congressional hearing—of algorithms, of
Summary:
The committee held a hearing on a large group of behavioral health and insurance-related bills. Topics included expanding access to mental health services by allowing physician assistants to authorize Section 12 emergency holds and be recognized as licensed mental health professionals (H. 1131/S. 773); improving coverage for community behavioral health centers so commercial insurance matches MassHealth’s bundled outpatient and crisis services (H. 1276/S. 703); eliminating cost sharing for certain behavioral health services (S. 718); extending detox and clinical stabilization coverage from 14 to 30 days and adding transitional support services (H. 1319/S. 772); requiring coverage for dual-diagnosis treatment in psychiatric facilities (H. 1277/S. 771); and preserving access to treatment for serious mental illness through coverage of coordinated specialty care and assertive community treatment (H. 1135/S. 709). The committee also heard bills on preventive behavioral health services for children (H. 1228/S. 802) and post-pregnancy mental health care, including postpartum depression and pregnancy loss-related care (H. 1314/S. 823).
FL
Florida 2025 Regular Session
October 8, 2025 - 10:30 AM
Transcript Highlights:
- So these are these multi analyze as SA's with algorithmic analyses and they combine multiple biomarkers
- Once the CMS pricing information becomes available and then that will take us to 941 codes.