Video & Transcript Research : 'AI detection tool'
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WA
Transcript Highlights:
- , to make a provenance detection tool available to users.
- And this would go across many generative AI systems.
- A recent version shift away from previously used AI definitions.
- If adopted, the Act will encourage the development of AI tools with high social utility across the state
- For many of them, these online tools are a lifeline.
Keywords:
artificial intelligence, AI, generative AI, AI-generated content, deepfake, synthetic media, content provenance, provenance data, metadata, watermarking, disclosure, transparency, consumer protection, unfair or deceptive acts, unfair competition, Washington RCW, Title 19 RCW, platform regulation, AI detection tool, media authenticity
Summary:
The House Appropriations Committee heard staff briefings and public testimony on several bills, beginning with Second Substitute House Bill 1170 on generative artificial intelligence. Staff explained that the bill would require certain large AI providers to offer provenance detection tools and include latent and optional manifest disclosures in AI-generated audio, image, video, or altered content, with enforcement by the Attorney General under the Consumer Protection Act. Fiscal staff said enforcement costs would depend heavily on industry compliance, with estimated costs ranging from tens of thousands to several hundred thousand dollars per year once enforcement begins in 2028. A technology industry representative testified in opposition, citing concerns about unclear enforcement language, definitions, and technical feasibility, while committee members asked about the bill’s scope and costs.
The committee then heard House Bill 1570, as amended by a striking amendment, which would extend collective bargaining rights under the Public Employees Collective Bargaining Act to non-academic student employees at Western Washington University only, rather than at multiple regional institutions. Staff said the original bill would have cost about $1.5 million per biennium, while the narrowed amendment would likely reduce the fiscal impact to roughly $200,000 per biennium. Testimony from labor, student, and university-affiliated speakers supported the measure, emphasizing student worker safety, organizing efforts, and parity with bargaining rights already available at other public universities.
Next, the committee received a briefing and testimony on Substitute House Bill 1833, which creates the Spark Act grant program in the Department of Commerce to support innovative uses of AI that provide a state benefit and share technology with the state. Staff said the program would require an FTE at Commerce and potentially grant awards, with a total estimated cost of about $660,000 to $1.6 million per fiscal year depending on appropriations and outside funding. Supporters described it as a way to promote AI innovation and economic development, while the sponsor said the bill reflects recommendations from the AI task force.
Finally, the committee heard a briefing and extensive testimony on a proposed third substitute for House Bill 1834, which would prohibit addictive feeds and certain push notifications to minor users, while removing broader provisions that had applied to online services likely accessed by minors. Staff said the remaining enforcement costs for the Attorney General would likely continue at about $1.15 million this biennium, with other costs removed by the narrower substitute. Testimony was sharply divided: supporters argued the bill is needed to protect children from addictive platform design and related mental health harms, while opponents raised constitutional, privacy, parental-rights, and implementation concerns, including possible age-verification burdens and First Amendment issues. No votes were taken; the chair concluded public hearings and announced amendment deadlines and upcoming executive session schedules before adjournment.
WA
Transcript Highlights:
- There would be costs to the Washington State Human Rights Commission to review provenance detection tools
- This bill forces companies to provide a public tool to detect AI content.
- This bill mandates that companies use provenance detection tools to flag AI content starting in 2027.
- detection tools flag writing by non-native English speakers 60% of the time.
- detection tools flag writing by non-native English speakers 60% of the time.
Keywords:
health insurance, premium assistance, funding, healthcare, subsidies, failure to register, criminal justice, registration requirements, public safety, law enforcement, nonprofit, grant funding, pilot program, financial support, community development, child care, childcare, subsidy rates, rate regions, market rate survey
Summary:
The committee first heard House Bill 2073, which would require nonprofit health carriers with surplus above 600% of risk-based capital to pay 3% of the excess to support the Cascade Care Savings premium assistance account. Committee staff said the bill could generate about $80 million in FY 2027, while OIC costs would cover rulemaking and hearings. Supporters argued the bill would redirect excess consumer premium dollars to help people afford coverage, while opponents from nonprofit health plans and business groups said the reserves are needed for claims, market stability, and to weather downturns, and warned the bill could raise costs or destabilize coverage. The bill then moved to public hearing only, with no action taken.
The committee also heard Second Substitute House Bill 2132, which limits disclosure and retention of personally identifying and financial information in WASFA applications. Staff explained the bill would exempt WASFA records from public disclosure, restrict sharing except for limited purposes, and shorten retention to one year after the award year, but could create significant purge and systems costs for WSAC and colleges. The sponsor and student advocates said the measure is needed to protect student privacy and encourage aid applications, especially for vulnerable and undocumented students. No opposition was heard, and the bill remained in hearing.
House Bill 2403, which reduces the penalty for failure to register as a sex offender, adds community custody and DOC support, and requires a review of registration policies, drew testimony in strong support. Staff said the bill would produce DOC savings and modest one-time costs for court and law-enforcement updates. Testifiers said the measure had broad consensus among criminal justice stakeholders and would better address the practical reasons people fail to register. The committee also heard House Bill 2587, creating a Commerce pilot to provide advance grant funds to eligible nonprofits, and House Bill 2607, which would periodically rebase child care subsidy rate regions; both drew support from nonprofit and child care providers, with staff describing indeterminate or moderate fiscal impacts.
In executive session, the committee considered several amendments and then advanced multiple bills. For Second Substitute House Bill 1170 on generative AI disclosures, all proposed amendments were rejected, and the bill passed the committee 18-9. Substitute House Bill 1570, limited by amendment to Western Washington University student employees, also passed. Proposed Third Substitute House Bill 1710, which creates a state preclearance process under the Voting Rights Act for certain jurisdictions with prior voting-rights violations, had one fiscal amendment adopted and then passed. The committee also received amendment briefings on House Bills 1750, 1833, and 1834, but the transcript ends before final action on those measures.
OK
Oklahoma 2026 Regular Session
Government Modernization and Technology Apr 6th, 2026
Government Modernization and Technology
Transcript Highlights:
- Senate Bill 1521 is a child protection bill focused on conversational AI systems that are designed to
- Senate Bill 1521 is focused on conversational AI systems that are designed to simulate human companionship
- which is a very narrow scope of AI.
- This is an AI. This does not prohibit them from being on those systems.
- This is an AI, and to basically put in some safeguards to try not to build emotional attachments.
Bills:
SB1521
Keywords:
artificial intelligence, AI, generative AI, chatbot, conversational AI, companion AI, AI companion, virtual companion, chatbot regulation, minor safety, child online safety, parental controls, content moderation, self-harm, suicidal ideation, crisis intervention, mental health claims, romantic AI, emotional dependence, app store
Summary:
The Government Modernization and Technology Committee met with quorum and heard Senate Bill 1521, presented by Representative Maynard. The bill is a child-protection measure aimed at conversational AI systems that simulate human companionship or emotional attachment. Maynard explained that, unlike a related House bill that bars minors from social AI companion systems entirely, SB 1521 would allow minors to use broader AI systems but require disclosures that they are interacting with an AI, not a human, and require safeguards against sexual conversations and encouragement of self-harm, including suicide prevention features.
Representative Alonso Sandoval asked how the bill would interact with the earlier House-passed measure. Maynard clarified that the House bill applies narrowly to social AI companions, while SB 1521 applies more broadly to general-purpose systems such as ChatGPT or Gemini. He emphasized that the bill does not prohibit minors from using those systems, but requires reasonable protections and notice to minors.
After the presentation and brief discussion, the committee moved to a due pass recommendation, with no further questions or debate. The vote was opened and closed, and the bill passed the committee 7-0. The meeting then adjourned with no other agenda items.
OK
Oklahoma 2026 Regular Session
Government Modernization and Technology Apr 6th, 2026 at 03:00 pm
Government Modernization and Technology
Transcript Highlights:
- Systems must disclose to minors that they are interacting with an AI, not a human.
- So the final version of House Bill 3544 we ended up with was dealing only with social AI companions,
- which is a very narrow scope of AI.
- This bill in particular is going to deal with a broader set of AI things that you'd be used to, like
- self-harm, and to also again notifying minors that this is not a human you're interacting with, this is an AI
Bills:
SB1521
Keywords:
artificial intelligence, AI, generative AI, chatbot, conversational AI, companion AI, AI companion, virtual companion, chatbot regulation, minor safety, child online safety, parental controls, content moderation, self-harm, suicidal ideation, crisis intervention, mental health claims, romantic AI, emotional dependence, app store
OK
Oklahoma 2026 Regular Session
Technology and Telecommunications REVISED Feb 19th, 2026 at 10:00 am
Technology and Telecommunications
Transcript Highlights:
- In 2022, AI couldn't do basic arithmetic reliably.
- Some of the best engineers in the world said that they had handed over most of their coding work to AI
- AI could do it. Then it went up to an hour. And now we're in the period of days.
- So we're specifically referencing AI companions that attempt to simulate or replicate human emotion.
- And I believe it was Character AI, but regardless of which one it was, she and her team created some
Keywords:
higher education, state regents, university research, technology transfer, intellectual property, patent ownership, royalty income, commercialization, startup companies, research partnerships, public universities, faculty inventions, student inventions, innovation policy, economic development, medical technology, biotechnology, energy technology, telecommunications, aerospace and defense
OK
Oklahoma 2026 Regular Session
Technology and Telecommunications REVISED Feb 19th, 2026
Technology and Telecommunications
Transcript Highlights:
- In 2022, AI couldn't do basic arithmetic reliably.
- AI could do it. Then it went up to an hour. And now we're in the period of days.
- So we're specifically referencing AI companions.
- Specifically referencing AI companions that attempt to simulate or replicate human emotion.
- I believe it was Character AI.
Keywords:
higher education, state regents, university research, technology transfer, intellectual property, patent ownership, royalty income, commercialization, startup companies, research partnerships, public universities, faculty inventions, student inventions, innovation policy, economic development, medical technology, biotechnology, energy technology, telecommunications, aerospace and defense
Summary:
The Senate Technology and Telecommunications Committee considered three Senate bills. SB 1670, by Senator Reinhart, would require the State Regents to update Oklahoma university technology transfer guidance, create a tiered ownership framework, and revisit the guidance every seven years. Members questioned the seven-year review period, the scope of terms like aerospace and autonomous technologies, and how broadly the new tiered system would apply. The bill was presented as a way to modernize an outdated 1989 framework and help turn university research into companies, jobs, and economic impact. It passed 8-0.
SB 1716, by Senator Howard, amended the Security Breach Notification Act to replace references to a “cybersecurity event” with “breach of the security of a system” and to clarify that there is no private right of action for ordinary negligence when a business reports breaches to the Attorney General. Howard explained that the Attorney General would retain exclusive enforcement authority for reasonable-standards violations, while private lawsuits would remain available only for more egregious conduct such as willful, wanton conduct or gross negligence. Members asked about the negligence standard, HIPAA-related breaches, and staffing needs for the Attorney General’s office. The amendment was adopted, and the bill passed 8-0.
SB 1521, by Senator Hamilton, would prohibit minors from accessing artificial intelligence companions and set age-verification and re-verification requirements, including use of government-issued identification and periodic re-verification. Hamilton said the bill was aimed at protecting children from harmful interactions with AI companions and was narrowly drafted to avoid sweeping in other AI tools like customer-service bots. Members raised concerns about the reasonableness and consistency of age verification, account creation requirements, and how the bill would interact with existing statutes on sexually explicit conduct. The chair spoke in support of the measure, and the bill passed 8-0. The committee then adjourned.
KY
Kentucky 2026 Regular Session
Artificial Intelligence Task Force (9-10-24)
Keywords:
KY LRC YouTube, https://www.youtube.com/watch?v=k8DT1ckEVrg, 2026-06-21T07:17:08+00:00, 2.2.24, Data collected via generic collector engine, Meeting Start: 00:00:17
Attendance Roll Call: 00:00:41
Approval of Minutes: 00:01:13
Use of AI in the Healthcare System: 00:01:38
Cody Bumgardner, Director, Center for Applied AI
Use of AI by Elevance Health DBA Anthem, Inc.: 00:37:30
Hope McLaughlin, Senior Director of Government Relations, Elevance Health
Anthony Rodriguez, Director, AI Strategy & Planning, Elevance Health
Use of AI by the Cabinet for Health & Family Services: 01:10:06
Jennifer Harp, Executive Director, Office of Application Technology Services, Cabinet for Health & Family Services
Ruth Day, Chief Information Officer, Commonwealth Office of Technology: 01:01:41
Adjournment: 01:28:23, 958, all, 2.2.42, 2.1.47
WA
Washington 2025-2026 Regular Session
House Technology, Economic Development, & Veterans Jan 23rd, 2026 at 10:30 am
Technology, Economic Development, & Veterans
Transcript Highlights:
- House Bill 2225, as you mentioned, relates to AI companion chatbots.
- system using AI, generative AI, or emotional recognition algorithms, instead of a system using AI that
- It sounds just that it means a system using AI, generative AI, or emotional recognition algorithms designed
- system using AI, generative AI, or emotional recognition algorithms, instead of a system using AI that
- It sounds just that it means a system using AI, generative AI, or emotional recognition algorithms designed
Keywords:
fire services, reimbursement, state agencies, local jurisdictions, mobilization plan, military justice, victims' rights, militia, Washington code, legal protections, artificial intelligence, AI regulation, algorithmic discrimination, high-risk AI, machine learning, generative AI, synthetic content, impact assessment, risk management policy, consumer protection
Summary:
The committee met on Friday, January 23rd, with executive session items and two public hearings, and first reviewed several bills in executive session. House Bill 2225, regulating AI companion chatbots, was briefed with two competing proposed substitutes and an amendment limiting enforcement to actions brought by the Attorney General. After discussion, the committee rejected the amendment and adopted the Thomas substitute, then voted 7-3 to report the bill out with a due pass recommendation. House Bill 2186, supporting acquisition of federal funds for economic development, was also considered with a substitute that narrowed Commerce’s duties unless there is a specific appropriation and adjusted timing and matching-fund provisions; it was reported out unanimously with a due pass recommendation. House Bill 2351 and House Bill 2157 were also briefed in executive session, but no final action was taken on them during the meeting.
The first public hearing was on House Bill 2397, which would require more timely reimbursement to state agencies and local jurisdictions mobilized under the Washington State Fire Services mobilization plan. Testimony from fire officials and a finance manager described reimbursement delays of six to ten months, the strain on local budgets and reserves, and the risk that departments may stop participating in wildland deployments. Witnesses supported the bill but suggested technical refinements, including clarifying when the 60-day reimbursement clock starts and noting that staffing may be needed to meet the timeline. No one testified in opposition.
The second public hearing was on House Bill 2417, which would add victim-rights protections to the Washington Code of Military Justice, aligning state military justice procedures with the federal Uniform Code of Military Justice. The prime sponsor and military legal witnesses explained that the bill would ensure consistent notice, participation, and fairness protections for victims when Guard members are serving under state authority, especially in Title 32 status. A veterans coalition also supported the measure, saying it closes an important gap and improves trust and accountability. No testimony was offered in opposition, and the bill was scheduled for future executive session.
LA
Louisiana 2026 Regular Session
House and Governmental Affairs Apr 8th, 2026
House and Governmental Affairs
Transcript Highlights:
- House Bill 181 by Representative Bacala provides for Medicaid fraud detection and prevention.
- So this gives us another tool to hit that 6% error rate. Okay. What is our error rate?
- This is a tool to help in that reexamination. Okay.
- Louisiana actually almost leads the nation in fraud detection.
- I feel that next year we're going to be in a Wild West on a lot of AI stuff.
Keywords:
local law, special bill, legislative process, transparency, election amendment, Medicaid, SNAP, fraud detection, income tax, legislative auditor, data sharing, state revenue, lobbying, public service, ethics, statewide officials, compensation, disclosure requirements, government employment, financial disclosure
MN
Minnesota 2025-2026 Regular Session
House Commerce Finance and Policy Committee 4/7/26
Commerce Finance and Policy
Transcript Highlights:
- </c> critical tool critical tool to<00:04:08.760><c> support</c><00:04:09.240><c> Minnesotan</c><00:04
- They have some tools to learn that information, but this would be another quite important tool.
- They have some tools to learn that information, but this would be another quite important tool.
- They have some tools to learn that information, but this would be another quite important tool.
- </c> the safety of their AI system. the safety of their AI system.
Keywords:
data broker, data brokerage, consumer privacy, personal data, data privacy, Minnesota attorney general, registration, public registry, civil penalties, enforcement, special revenue fund, privacy rights, data sales, data collection, consumer protection, chapter 325M, controller, processor, data broker registry, transparency
MS
Mississippi 2026 Regular Session
AI Task Force - Room 216, 14 July, 2026; 8:00 AM
MS
Mississippi 2026 Regular Session
AI Task Force - Room 216, 13 July, 2026; 1:00 PM
WA
Washington 2025-2026 Regular Session
House Technology, Economic Development, & Veterans Jan 27th, 2026 at 10:30 am
Technology, Economic Development, & Veterans
Transcript Highlights:
- House Bill 2157 is the bill relating to high-risk AI systems.
- specifying that the chapter does not apply to any insurer regulated under Title 48 or any high-risk AI
- accept this feedback, which reserves the status quo for the physicians and other providers who are using AI
- We obviously have a lot of tools right now in practice, and a lot of it, especially on, let's say, hiring
- someone is given, I guess, loans and so on, they are being impacted by the high-risk decisions that AI
Keywords:
artificial intelligence, AI regulation, algorithmic discrimination, high-risk AI, machine learning, generative AI, synthetic content, impact assessment, risk management policy, consumer protection, civil rights, discrimination, facial recognition, automated decision-making, deployers, developers, Washington RCW, Title 19 RCW, employment, housing
Summary:
The Technology, Economic Development, and Veterans Committee met on January 27, first in executive session and later for public hearings. In executive session, the committee considered House Bills 2157 (high-risk AI systems), 2351 (protecting emergency responders and emergency response operations), 2365 (digital equity), 2357 (establishing the Washington Division of Civil Air Patrol), and 2446 (developing the quantum technology industry). Staff briefed proposed substitutes and amendments for each bill. The committee adopted amendments to HB 2157 exempting activities regulated by the Fair Credit Reporting Act and covered entities under HIPAA, and then advanced the bill. HB 2351 and HB 2365 also advanced after debate and amendment votes; several definition-related amendments to HB 2365 were adopted, while others, including a data-sharing amendment and a rural-area amendment, were rejected. HB 2357 passed without amendment, and HB 2446 advanced after adoption of an amendment extending the strategy deadline, broadening eligible contractors, and making a technical correction.
The committee then held a public hearing on House Bill 2523, which would make the community reinvestment program ongoing, require periodic updates and reporting, and direct a study of fund distribution and use. Testifiers from workforce boards, tribal programs, reentry services, community organizations, and Commerce described successful uses of the program for job training, reentry, small business support, and economic mobility, and urged continued investment. Some witnesses suggested technical changes, including stronger accountability and clearer reporting. Commerce staff said the program had reached many organizations and people and supported the bill with technical recommendations.
A second public hearing was held on House Bill 2606, which would update the Office of Privacy and Data Protection’s duties and performance measures in response to a JLARC audit. The bill would remove certain reporting requirements, add measures tied to privacy training, public contacts, staff education, and privacy assessments, and expand the office’s duties to include review of agency AI projects. The prime sponsor and the state chief privacy officer both said the bill aligns the office’s statute with its current capacity and JLARC’s recommendations, and the hearing concluded with no further committee action before adjournment.
TX
Transcript Highlights:
- And require the tools to be used more consistently.
- This tool is not designed to be a structural interview with a child.
- It's an information integration tool.
- They are the organization that created and validated this tool.
- or the SEIT tool, as you've heard earlier.
Keywords:
commercial sexual exploitation, child sex trafficking, human trafficking, child welfare, foster care, DFPS, Department of Family and Protective Services, juvenile probation, risk assessment, needs assessment, trauma screening, child abuse prevention, exploitation screening, validated screening tool, evidence-informed tool, conservatorship, juvenile justice, at-risk youth, trafficking prevention, Child Sex Trafficking Prevention Unit
TX
Texas 89th Regular
Senate Committee on Business and Commerce (Part I) Feb 27th, 2025
Business & Commerce
Transcript Highlights:
- This includes data centers, AI computing, manufacturing facilities, and several other types of industries
- That specifically means data centers and AI. We want that business in Texas. in Texas.
Keywords:
hemp, consumable hemp, hemp-derived cannabinoids, CBD, cannabidiol, CBG, cannabigerol, delta-8, delta-9, intoxicating hemp, hemp gummies, hemp vape, edibles, cannabinoid regulation, hemp licensing, retailer registration, product registration, QR code labeling, child-resistant packaging, minor access
TX
Texas 89th Regular
Senate Committee on Business and Commerce (Part II) Feb 27th, 2025
Business & Commerce
Transcript Highlights:
- So how do you see AI and...?
- And so it's this AI protein folder.
- So AI can be utilized for certainly good, but we've seen problems with AI related to sexual exploitation
- Our old, old computer systems that are not AI detect those.
- Chairman, I'm scared of AI, too. I really am.
Keywords:
hemp, consumable hemp, hemp-derived cannabinoids, CBD, cannabidiol, CBG, cannabigerol, delta-8, delta-9, intoxicating hemp, hemp gummies, hemp vape, edibles, cannabinoid regulation, hemp licensing, retailer registration, product registration, QR code labeling, child-resistant packaging, minor access
TX
Keywords:
healthcare, training, abuse, neglect, penalties, chemical dependency, safety, regulation, newborn screening, Duchenne muscular dystrophy, heritable diseases, public health, early detection, mental health, telemedicine, physical examination, healthcare access, inpatient facility, pharmaceuticals, Texas Pharmaceutical Initiative
TX
Keywords:
healthcare, training, abuse, neglect, penalties, chemical dependency, safety, regulation, newborn screening, Duchenne muscular dystrophy, heritable diseases, public health, early detection, mental health, telemedicine, physical examination, healthcare access, inpatient facility, pharmaceuticals, Texas Pharmaceutical Initiative
AZ
Arizona 2026 Regular Session
02/12/2026 - House Artificial Intelligence & Innovation
Artificial Intelligence & Innovation
Transcript Highlights:
- So, members, a brief explanation about the bill and background: AI is a valuable and enriching tool for
- AI is a valuable and enriching tool for young people that will prepare them with the skills necessary
- I really am twice as efficient because of the AI tools that my law firm uses.
- Chair, I will tell you, I would have hired another associate by this point, if not for AI tools.
- Chair, I will tell you, I would have hired another associate by this point, if not for AI tools.
Keywords:
artificial intelligence, disclosure requirements, data privacy, minor protection, online safety, HB2371, Arizona divorce, family law, dissolution of marriage, AI arbitration, AI-assisted arbitration, automated dispute resolution, online arbitration, binding determination, recommendation, superior court appeal, de novo review, marital dissolution, spousal consent, minor children
TX
Bills:
HB345, HB721, HB2580, SB815, HB3057, HB4603, HB3233, SB495, HB3863, HB3914, HB4570, HB5099, HB5173, SB458
Keywords:
insurance, appraisal process, disputed losses, residential property, policyholder rights, insurer obligations, natural disasters, appraisal expenses, umpire selection, policyholder, insurer, umpire, claims management, health care, cost disclosure, benefit plan, administrators, traumatic brain injury, health benefit plans, insurance coverage