Video & Transcript : 'AI companion' :

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FL

Florida 2026 Regular Session

Appropriations Committee on Criminal and Civil Justice Apr 15th, 2025

Appropriations Committee on Criminal and Civil Justice

Transcript Highlights:
  • It Specifically when it comes to concealed carry, it deals with body camera and AI use, ensuring that
  • The use of AI is a growing issue that we need to deal with holistically across all channels.
  • Number one, this amendment aligns the bill to its House companion. It does so in a couple of ways.
Summary: The Appropriations Committee on Criminal and Civil Justice considered and reported favorably a series of criminal justice, corrections, and public safety bills. Among the measures approved were SB 468, increasing penalties for fleeing or attempting to elude law enforcement and allowing impoundment of involved vehicles; SB 1136, tightening age-related criminal offense provisions and clarifying that ignorance or misrepresentation of a victim’s age is not a defense in covered cases; SB 144, which was described as a broad public safety measure addressing law enforcement tools, AI/body camera use, concealed carry licensing exemptions for law enforcement, blood testing after exposure incidents, and related matters; and SB 1782, creating a dangerous excessive speeding offense for extreme speeding conduct. The committee also approved SB 964 on objective parole guidelines, SB 1450 giving law enforcement discretion on immediate arrest of individuals with significant medical conditions in nursing home or assisted living settings, SB 612 closing a loophole related to charging minors in drug-distribution deaths, SB 1838 protecting court officials from tampering, harassment, and retaliation, SB 776 adding an aggravating factor for assassination or attempted assassination of a head of state, and SB 716 imposing mandatory minimums for certain sexual offenses committed by registered sex offenders or predators. Several bills drew notable testimony and debate. SB 1804, which would make sex trafficking of a child under 12 or a mentally incapacitated person a capital offense, received strong support from the sponsor and some members who argued it was needed to address the most heinous trafficking cases, but it also drew opposition from the Florida Conference of Catholic Bishops, Florida Association of Criminal Defense Lawyers, and others who argued the death penalty should not be expanded to non-homicide crimes and would be unconstitutional, costly, and retraumatizing to victims. SB 1604 on corrections, which included provisions on inmate litigation, limitations periods, tracking devices, and involuntary mental health treatment, prompted questions about inmate rights, accountability, and possible abuse; the sponsor said the bill was intended to balance access to claims with institutional safety and to continue refining the language. SB 1838 also drew concerns from criminal defense lawyers about possible unintended effects on attorneys, and the sponsor said he would work on clarifying the language. The committee adopted amendments on several bills, including a substitute amendment to SB 144 that removed some provisions for further work, added first responder-related provisions, and adjusted motor vehicle kill-switch language; an amendment to SB 1136 changing the age threshold and refining luring/enticement language; a strike-all amendment to SB 964 limiting retroactivity and focusing on presumptive parolees; and a delete-all amendment to SB 1604 that revised multiple provisions, including tracking devices and consecutive sentencing under 10-20 Life. Most bills were reported favorably by roll call, with SB 776 and SB 1804 passing despite recorded no votes from some members. The chair closed by noting it was the committee’s final meeting of the session and thanked members before adjournment.
AZ
Transcript Highlights:
  • It stores it in a database through AI machine learning; it gets coded.
  • The problem is this AI technology is not always accurate by the photos.
  • The problem is this AI technology is not always accurate by the photos.
  • AI is so wrong, I can't begin to tell you how wrong AI has been in the various times I have used it.
  • As for the question about AI being imperfect, and I appreciate that Ms.
Summary: The committee first took up SB 1114, which would appropriate $1 million to the Maricopa County Attorney’s Office to investigate patient brokering in behavioral health and substance abuse treatment. Sponsor Sen. Werner described patient brokering as a continuing abuse tied to the state’s Medicaid fraud crisis, especially affecting Native Americans, and said the county attorney had the capacity to handle statewide oversight. The bill was moved and received a do pass recommendation on a 9-0-1 vote. The committee then considered SB 1111, as amended by a strike-everything amendment, to create statewide rules for automated license plate readers. Supporters from law enforcement said ALPRs are important for investigations, missing persons, stolen vehicles, and violent crimes, and argued the bill adds needed guardrails and training requirements. Opponents, including the ACLU, Institute for Justice, and private citizens, warned the systems enable mass surveillance, can be inaccurate, and raise Fourth Amendment and privacy concerns; they also objected to broad terms like “legitimate” law enforcement purposes and the lack of a clear retention limit. The committee adopted the amendment and then gave SB 1111, as amended, a do pass recommendation by a 7-2-1 vote. Next, SB 1116, as amended, was heard to require behavioral health claim denials and appeals at AHCCCS to be reviewed by someone with relevant clinical experience. Sen. Werner said the bill responds to improper denials and appeals handled by staff without behavioral health expertise; AHCCCS was neutral but said the bill could create compliance and staffing issues because “relevant clinical experience” is not well defined. The committee adopted the amendment and passed the bill 10-0. SB 1122, also as amended, would bar AHCCCS from requiring prior authorization or 100% prepayment review for certain behavioral health services under the American Indian Health Plan unless a provider is on a corrective action plan; Werner said it was aimed at ensuring providers are paid and reducing patient brokering. The committee adopted the amendment and passed SB 1122 10-0. Finally, the committee heard SB 1072, which would appropriate ongoing state and Medicaid funds to DES for rate increases for home- and community-based services and room-and-board services for individuals with intellectual and developmental disabilities, with reporting on workforce outcomes. Supporters from APAD and providers said the direct care workforce is in crisis, with large numbers of vacancies, overtime costs, and unassigned authorizations, and argued the funding is needed to retain staff and maintain care. Members discussed wage disparities, whether funds would reach caregivers, and the limits of legislative control over private provider pay, but no vote on SB 1072 was reached before the transcript ended.
NM

New Mexico 2026 Regular Session

Senate - Finance Feb 13th, 2026

House Appropriations & Finance

Summary: The committee first corrected its action on Senate Bill 151, noting that the earlier motion had been made incorrectly after the committee substitute was amended. Members then moved to do not pass the Senate Finance Committee substitute and do pass the same committee substitute so it could be sent to the floor. The only change identified in the substitute was an adjustment to the sunset date. A roll call vote followed, with several members voting yes and a few voting no or being excused, and the motion to report the committee substitute out with a due pass recommendation carried. After the SB 151 vote, the chair said the committee was essentially finished and expected to meet on the floor the next day, likely around noon, with a plan to come in earlier and handle a few more bills. The discussion then shifted to House Bill 2 and the broader issue of state employee compensation. One member argued that over the past several years the state had already provided substantial pay raises and benefits, citing roughly $1.3 billion in raises, about $184 million annually for health care costs, and $116 million annually for employer pension costs, for a total of about $1.6 billion over four years. That member said the state had done enough on employee compensation and that a proposed 1% increase did not make sense given competing priorities such as child care and other needs. The committee then adjourned, and there was a brief question about when the university fund bill would be heard, but no firm timing was given.
WA

Washington 2025-2026 Regular Session

Senate Ways & Means Feb 5th, 2026 at 01:30 pm

Ways & Means

Transcript Highlights:
  • In the House companion bill, we worked with Representative Berg to get an amendment to allow flood control
  • These problems were addressed in the companion bill by removing the county public utility tax from the
  • These problems were addressed in the companion bill by removing the county public utility tax from the
  • Advancements in AI, predatory cyber activities, and fraudulent quarters that we haven't heard of yet
  • There is a House companion which has not been scheduled for hearing.
TX

Texas 89th 2nd C.S.

Elections Aug 3rd, 2026

Elections

Transcript Highlights:
  • There’s a little bit of a companion section, 255.005.
  • to cover the capabilities of an AI era.
  • Michigan has a ban on deceptive AI ads, with an exception if you disclose the use of AI, disclaimer at
  • require AI models to alter their truthful outputs, which is not really our issue here, or compel AI
  • This was made by AI and let everybody go about their day.
Keywords: 1184, house, all
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Transportation Jun 21st, 2026 at 01:00 pm

Joint Committee on Transportation

Transcript Highlights:
  • He sought to answer the question, how does an AI learn how to break the law?
  • I join my colleagues' concerns regarding S. 2379 and the House companion.
  • AI has posed a really big threat to low-income workers.
  • Okay, so he's concerned that AI is going to replace many low-income workers' jobs in the future.
  • Okay, so technologies and AI should serve people, not replace their jobs. Oh, hi.
Keywords: 995, all
Summary: The Joint Committee on Transportation held a hybrid hearing on 46 bills covering bicycle and pedestrian safety, autonomous and specialty vehicles, street design, and related transportation issues. Chair Jim Arciero and Senate co-chair Brendan Crighton opened the hearing, noted that Senate Bill 2347 was postponed at the sponsor’s request, and explained the hearing procedures. No votes were taken during the hearing. A major portion of testimony focused on autonomous vehicles. Labor representatives from the AFL-CIO, Teamsters, Machinists, and app-based driver organizations opposed bills that would authorize fully autonomous vehicles, arguing they could displace workers, weaken bargaining power, increase congestion, and create safety and data-privacy risks. Waymo and Chamber of Progress supported legislation creating a framework for autonomous vehicles, saying the technology has strong safety results and could improve mobility and economic opportunity, but they opposed provisions requiring a human operator in the vehicle. Transportation and environmental advocates urged stronger oversight, local control, crash-data reporting, and privacy protections before deployment. Several bills on pedestrian and bicycle safety drew support from advocates and affected residents. Testimony backed measures to improve crosswalk timing for slower pedestrians, raise penalties for crosswalk violations, expand truck sideguard and safety-device requirements, and improve roadway marking reflectivity. AARP, MassBike, and other advocates emphasized the need to protect older adults, cyclists, and other vulnerable road users, while some speakers opposed bills expanding e-bike access to sidewalks and natural-surface trails, citing safety concerns. The committee also heard strong support for the Blue Envelope program for drivers with autism and developmental disabilities, with testimony from the Arc of Massachusetts, the Developmental Disabilities Council, families, and individuals describing how the program can reduce misunderstandings during traffic stops and crashes.
WA

Washington 2025-2026 Regular Session

House State Government & Tribal Relations Feb 20th, 2026 at 08:00 am

State Government & Tribal Relations

Transcript Highlights:
  • I know in other areas we are finding that AI is extremely agile in detecting patterns that humans can't
  • We're also seeing a lot of benefits from AI, right?
  • And so the ability for AI to do that reviewing, I think, is absolutely an opportunity for even safeguarding
  • Earlier in session, we heard a companion; however, the Senate bill has been amended.
WA

Washington 2025-2026 Regular Session

House Civil Rights & Judiciary Jan 20th, 2026

Transcript Highlights:
  • our champions, Senator Hansen is sponsoring SB 5925, and Representative Varvar is sponsoring the companion
  • As was previewed in the last testimony, with the help of AI, ALPRs identify vehicle characteristics,
  • As was previewed in the last testimony, with the help of AI, ALPRs identify vehicle characteristics,
  • testimony with the help of AI, ALPRs identify vehicle characteristics, such as the car has excessive
Summary: On January 20, 2026, the committee held public hearings on House Bill 2102, House Bill 2161, and House Bill 2332. HB 2102 would sharply limit legal financial obligations by prohibiting courts from imposing costs unless specifically authorized by statute, repealing many fees and interest on restitution, and making eliminated debts unenforceable and satisfied. The sponsor and supporters argued that LFOs are harmful, inconsistently applied, and create uncollectable debt that burdens indigent defendants and hinders reentry. Opponents, including local government and collections representatives, warned the bill would shift costs to cities and counties, reduce accountability tools, and could cost local jurisdictions millions. No vote was taken. HB 2161 would expand the Attorney General’s authority to issue civil investigative demands for possible violations involving civil rights, labor standards, jail standards, immigration-related restrictions, and police use-of-force laws. Supporters from the Attorney General’s office, labor groups, and civil rights advocates said the bill would make investigations faster and more effective, especially in wage theft and discrimination cases, while not changing substantive enforcement authority. Opponents from law enforcement, cities, and business groups argued the bill was overbroad, lacked sufficient standards, and could create due process, confidentiality, and separation-of-powers concerns. Members asked about safeguards, and staff and the AGO described court challenge procedures and internal review standards. No action was taken. HB 2332 would regulate automated license plate readers used by state and local agencies, generally limiting use to specified law enforcement, parking, toll, and transportation purposes, restricting sharing and retention, and prohibiting uses tied to immigration enforcement or protected health care. The sponsor and privacy, immigrant-rights, and reproductive-rights advocates said the bill was needed to prevent misuse of sensitive location data and to close loopholes that could allow out-of-state or federal access. Law enforcement, cities, vendors, and some business and campus representatives supported privacy guardrails but said the 72-hour retention limit, warrant requirements, and other restrictions were too strict and could hinder investigations, victim recovery, and parking enforcement. The hearing ended with testimony still underway and no vote or final action reported.
TX
Transcript Highlights:
  • and gas entrepreneur from Odessa, shared his story with lawmakers during testimony for the House companion
  • obviously, BlackRock is aware, because a lot of that demand is driven by data centers which are related to AI
  • they're expressing regret for that reason, or do you think perhaps they see the profitability with AI
  • There's a lot of money in AI investment, and you're never going to realize that without a continuous,
TX

Texas 89th Regular

State Affairs (Part III) Apr 24th, 2025

State Affairs

Transcript Highlights:
  • and gas entrepreneur from Odessa, shared his story with lawmakers during testimony for the House companion
  • if you think it's that, or you think that perhaps they see those numbers with the profitability with AI
  • if you think it's that or you think that perhaps they see those numbers with the profitability with AI
  • I mean, it's a profitability thing where, you know, there's a lot of money in AI investment, and you're
  • I mean, it's a profitability thing where, you know, there's a lot of money in AI investment, and you're
Summary: The committee heard Senate Bill 945, 946, 2044, 2819, 2403, 2337, and 312, with all bills left pending after testimony. SB 945 would restrict insurance companies from denying or limiting coverage based on oil and gas activity or ESG-related goals, and supporters argued it would protect Texas energy producers from politically motivated shareholder activism and insurance discrimination. SB 946 would bar creditors from using social credit, ESG, DEI, or religious/political affiliation as a basis for denying or limiting credit; witnesses said it would prevent viewpoint-based financial discrimination and protect access to capital for Texas businesses. SB 2337 would require proxy advisory firms to disclose when recommendations are based on non-financial factors or when they give conflicting advice to different clients; supporters said the measure would increase transparency and curb ESG-driven influence over shareholder voting. SB 312 would direct public retirement systems to focus on financial returns rather than social or political objectives, with the author saying the bill responds to activist pressure on pensions and would reinforce fiduciary duty. The committee also took up election and ethics measures. SB 2044 would strengthen electioneering restrictions for publicly funded education institutions and personnel, prohibiting use of official resources to promote political agendas; testimony focused on alleged school district electioneering in bond and tax elections. SB 2819 would prohibit county elections administrators from holding certain officer positions appointed by elected officials, addressing potential conflicts of interest. SB 2403, the Texas Ethics Commission sunset bill, would restructure complaint handling with a three-tier violation system, risk-based complaint prioritization, longer response times, bipartisan preliminary review panels, and expanded hearing options; members discussed amendments aimed at dismissing minor complaints, clarifying categories, and adjusting lobbying and penalty provisions, but the amendments were withdrawn during committee consideration. Across the ESG and finance bills, invited witnesses from the American Energy Institute, Heartland Impact, Consumers Research, ADF Action, Texas Civil Justice League, and related groups generally supported the measures, arguing that banks, insurers, proxy advisors, and asset managers have used ESG or reputational-risk standards to discriminate against energy, agriculture, firearms, and religious organizations. No opposition testimony was presented in the excerpt, and the committee closed public testimony on each bill and left them pending.
US

US Federal 2025-2026 Regular Session

US House Floor Proceedings (Monday, February 10, 2025)

US Federal House Floor Meeting

Transcript Highlights:
  • Please vote yes on this bill and its companion legislation. I yield back.
  • Please vote yes on this bill and its companion legislation. I yield back.
  • Please vote yes on this bill and its companion legislation. I yield back.
  • Please vote yes on this bill and its companion legislation.
  • These are two companion bills.
NM
Transcript Highlights:
  • portion because it's, I mean, as you know, Madam Chair, who—Madam Chair, Madam Chair, who you work in AI
  • Madam Chair, if I may add something gratuitous, another thing we need to be looking at in the AI area
  • I'm here this morning to introduce House Memorial 35, companion legislation to SM 2, which passed unanimously
Summary: The committee first took up House Bill 279, on a committee substitute that narrowed the bill to privacy and safety protections for reproductive and gender-affirming health care. The substitute would strengthen limits on disclosure of protected health information, restrict geofencing around care facilities with exceptions for security and research, clarify emergency stabilization obligations under state licensing law, and allow abortion-medication labels to omit a prescriber’s personal name and address. Supporters including ACOG, the ACLU, the League of Women Voters, the Health Care Authority, and advocacy groups said the bill protects patients and providers from surveillance, harassment, and out-of-state investigations. Some members raised concerns about HIPAA, research data, and whether the bill could go too far, but the substitute passed 6-2. The committee then approved House Memorial 1, which asks the Legislative Finance Committee to study whether a constitutional amendment should create an independent commission to manage CYFD. Supporters said the department needs a comprehensive structural review, while opponents argued New Mexico already has enough reports and should act on existing recommendations instead of commissioning another study. House Memorial 31 also passed; it directs the Health Care Authority to re-evaluate a rule limiting home health agencies to serving patients within 100 miles of their licensed locations, in light of access needs in remote areas such as the Navajo Nation and anticipated demand from uranium workers. House Bill 306, dealing with facility fees, was amended by substitute to prohibit such fees for certain preventive services, vaccinations, telehealth, and some services provided in vehicles, while exempting rural hospitals and requiring notice to patients. Hospital representatives opposed the bill, warning it would add financial pressure and could still be passed through to patients or premiums, while insurers, retiree advocates, and consumer groups supported it as a way to curb confusing and costly add-on charges. The committee also advanced House Memorial 36 to create an unfunded nursing shortage task force focused on graduation rates, retention, and barriers to training, and House Memorial 35, which would ask HCA to seek a Medicaid state plan amendment for pediatric palliative care. Supporters of the palliative care memorial described major access gaps for children with complex conditions, especially in rural areas, and the memorial passed after testimony from a rural pediatric hospice nurse and committee discussion about the small number of eligible children and the burden on families.
FL

Florida 2025 Regular Session

March 19, 2025 - 01:00 PM

Transcript Highlights:
  • We have previously done some work and passed some legislation related to the use of AI to generate pornography
  • We have previously done some work and passed some legislation related to the use of AI to generate pornography
  • This amendment gross references the bill with the Senate companion to include the pawn broker may use
Summary: The Criminal Justice Subcommittee considered a long agenda of criminal justice, public safety, and related bills. Early measures included HB 1171, tolling the statute of limitations for failure to make mandatory child abuse reports, and HB 1403, expanding school safety provisions by allowing child care facilities in the guardian program and clarifying perimeter and door-security rules; both passed unanimously, with HB 1403 adopted as amended. The committee also approved HB 1099, giving law enforcement discretion in arrests involving elderly or medically vulnerable individuals in facilities; HB 1121, strengthening restrictions on misuse of unmanned aircraft systems; HB 1525, creating penalties for impersonating rideshare drivers and clarifying transportation-disadvantaged access; and PCS for HB 687, increasing penalties for repeat DUI/vehicular homicide offenses known as “Trenton’s Law.” Members then advanced HB 847 to create an FDLE grant program for expedited DNA testing, PCS for HB 757 to prohibit altered sexual depictions of identifiable persons and create a civil remedy, and HB 1415 to repeal an obsolete Broward County narcotics enforcement unit. The committee also heard and approved HB 1207, the Tristan Murphy Act, which expands mental health diversion grants, creates a model diversion process, and establishes a behavioral healthcare data repository; testimony from the bill’s namesake’s mother and law enforcement emphasized the need for treatment over incarceration. HB 1351 updated sexual offender/predator registration rules, and HB 1479 created a public records exemption for domestic violence lethality assessment forms; both passed without opposition. Later, the committee approved PCS for HB 1283, making sex trafficking of children under 12 or mentally incapacitated persons a capital felony, despite constitutional concerns raised in debate; the bill passed 13-2. PCS for HB 781, addressing cyber intimidation by publication (doxing), also passed unanimously after supporters described it as a needed tool against online harassment. Finally, CSHB 139 authorized pawnbrokers to use digital transaction forms, and PCS for HB 107 created and enhanced penalties for fraudulent use of gift cards. Most bills were reported favorably, many unanimously, and several were amended before passage.
LA

Louisiana 2026 Regular Session

Education Apr 28th, 2026

Education

Transcript Highlights:
  • also provide energy-efficient service to help lower energy costs and water use for data centers and AI
  • several from the United States, including the chief legal officer, the chief security officer, the chief AI
  • I mean, there's a lot of AI bills floating around here.
  • I mean, there's a lot of AI bills floating around here.
  • This resolution is a companion to H.R. 17, which called for a study of the more traditional TOPS awards
Summary: The committee first heard Senate Bill 399 by Senator Bass, which would create the Louisiana Higher Education Research Security Council to review and potentially block certain gifts, contracts, academic partnerships, and research partnerships involving foreign adversary sources. Bass said the bill is intended to protect university research, intellectual property, and students from foreign influence, and would also require public disclosure of certain foreign-linked arrangements and a plan to eliminate foreign-adversary-linked software. Supporters from State Armor argued Louisiana universities have been vulnerable to Chinese Communist Party influence and intellectual property theft. Representatives from Tulane University and Lenovo raised concerns that the bill could create duplicative review, delay research, raise costs, and sweep in legitimate private or multinational entities; a proposed amendment to exempt entities operating under a CFIUS national security agreement failed 4-8. After debate, the committee moved SB 399 favorably. The committee then considered Senate Bill 310 by Senator Cloud, presented by Representative Carlson, which would require public school and college health centers to display information about pregnancy resources available in Louisiana. Supporters from Louisiana Right to Life said the bill would help connect pregnant students with existing state and private assistance programs, while the ACLU submitted a red card in opposition without speaking. The bill was moved favorably without objection. The committee also advanced House Resolution 171 by Representative Turner, which calls for a study of the workforce-oriented TOPS Tech and M.J. Foster programs, with business and workforce groups supporting the study as a way to measure outcomes and return on investment; it was moved favorably. Next, the committee took up House Bill 1084 by Representative Turner, a tuition autonomy bill for public post-secondary institutions. An amendment was adopted to add a conceptual framework for tuition-setting considerations, but the bill would still remove the existing 10% over two years cap and allow institutions to set tuition more freely. Turner argued universities need more flexibility because state funding has declined and campuses face deferred maintenance and operating pressures. Several members, especially Representative Carlson, warned that higher tuition could reduce access and that the bill did not address broader structural problems in higher education. Despite those concerns, HB 1084 was moved favorably by an 8-3 vote. Finally, the committee heard Senate Bill 351 by Senator Jackson Andrews, which would let families apply for child care assistance through CCAP once pregnancy is known, rather than waiting until after birth, to help move them up the waiting list. An amendment was adopted to have BESE, rather than the department, handle rulemaking and to allow the House and Senate education committees to approve the implementation process. The bill was then discussed as a way to help parents return to work sooner, and the hearing continued with questions from members.
TX
Transcript Highlights:
  • You know, one of the things we're having with all the ...technology issues, be it AI or anything else
  • this important legislation, as well as Representative Barbara Gerven-Hawkins for filing the House Companion
  • She has Senate Bill 1842 and she wants to swap it for House Bill 47885, their companion.
TX

Texas 89th Regular

Criminal Justice May 13th, 2025

Criminal Justice

Transcript Highlights:
  • You know, one of the things we're having with all the technology issues, be it AI or anything else, is
  • this important legislation as well as Representative Barbara Gervin-Hawkins for filing the House companion
  • They're the companion bills. Staff: What is the bill? What? Sorry, Mr. Chairman.
TX

Texas 89th Regular

Environmental Regulation May 1st, 2025

Environmental Regulation

Transcript Highlights:
  • the opt-in version, passed both chambers last session, passed this committee unanimously, and the companion
  • Just with AI, it would be fairly simple to provide this in multiple languages, I'd imagine.
  • The chair lays out SB 22, the companion to HB 4086. Rep. Gerdes is the House sponsor.
AZ

Arizona 2026 Regular Session

02/10/2026 - Senate Appropriations, Transportation and Technology

Appropriations, Transportation and Technology

Transcript Highlights:
  • It's AI that's getting this wrong. I trust my police department all day long.
  • The problem is this AI technology is not always accurate by the photos.
  • AI is so wrong, I can't begin to tell you how wrong AI has been in the various times I have used it.
  • As for the question about AI being imperfect, and I appreciate that Ms.
  • As for the question about AI being imperfect, and I appreciate that Ms.