Video & Transcript Research : 'analytics'
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MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Advanced Information Technology, the Internet and Cybersecurity Jun 21st, 2026 at 01:00 pm
Joint Committee on Advanced Information Technology, the Internet and Cybersecurity
Transcript Highlights:
- working with Microsoft to produce electronic shelving labels for grocery stores that would use video analytics
Summary:
The committee hearing focused on a package of Massachusetts privacy and technology bills, especially measures to ban the sale of location data, establish a comprehensive consumer data privacy law, and regulate biometric recognition and surveillance pricing. Chairs and sponsors argued that self-regulation has failed, that data brokers and large tech companies routinely collect and monetize sensitive information, and that state action is needed because federal protections are weak or absent. Several speakers tied the bills to reproductive health, gender-affirming care, domestic violence, children’s data, and other sensitive uses of location and biometric information.
Supporters included legislators and advocates who backed H. 86/S. 197 (Location Shield), H. 78/S. 45/H. 104/S. 29 (comprehensive privacy bills), H. 99/S. 47 (surveillance pricing in grocery stores), and H. 36/S. 36 (biometric recognition accountability). They emphasized data minimization, bans on selling sensitive data, consumer rights to access, delete, and opt out, and in some cases a private right of action. Several witnesses said Massachusetts should lead or align with other states, while others argued that stronger protections are needed because data can be weaponized by stalkers, anti-abortion actors, abusive partners, insurers, or law enforcement.
Industry and coalition witnesses urged the committee to favor a more standardized, interoperable framework modeled on laws already adopted in other states, warning that novel definitions, data-minimization rules, and private rights of action could create compliance burdens, confusion, and costs for businesses, including small businesses. They argued that entity-level exemptions for sectors already covered by federal laws like HIPAA or GLBA promote consistency, and that Attorney General enforcement is preferable to private lawsuits. Committee members questioned witnesses on patchwork concerns, the scope of exemptions, and whether the proposed bills would harm or help consumers and small businesses. No votes or final actions were taken during the hearing; written testimony was noted as due later, and the committee continued taking testimony from multiple panels and virtual witnesses.
TX
Texas 89th 2nd C.S.
Health Care Affordability, Select Apr 30th, 2026
Health Care Affordability, Select
MN
Minnesota 2025-2026 Regular Session
House Public Safety Finance and Policy Committee 3/24/26 - Part 1
Public Safety Finance and Policy
Transcript Highlights:
- During my 20-year career, I developed and instituted ATF's Crime Gun Intelligence Analytic System, which
Bills:
HF2354, HF3407, HF4359, HF4192, HF3356, HF3695, HF1597, HF3155, HF3871, HF4437, HF4446, HF3990
Keywords:
medical assistance, fraud prevention, subpoena authority, criminal penalties, consumer protection, ghost guns, unserialized firearms, 3D-printed guns, 3D printer firearms, CNC milling, home-built firearms, firearm serialization, serial numbers, unfinished frame, unfinished receiver, ghost gun ban, gun control, firearm design files, CAD files, digital gun blueprints
MN
Transcript Highlights:
- 48:13.360>
the With this process, claims for impacted benefits are reviewed using targeted analytics
Bills:
HF3425
ND
North Dakota 2026 1st Special Session
Higher Education Institutions Committee Jan 15th, 2026 at 08:30 am
Transcript Highlights:
- We also offer testing services through some analytical lab work that we do.
Summary:
The committee first reviewed the 2024-25 tuition waiver report for the North Dakota University System. Staff explained that waivers were reported for degree-seeking students and broken out by residency, institution, and waiver type. Members asked about partial versus full waivers, institutional discretion, athletic waivers, and whether campuses have published guardrails or transparency requirements. Staff said most waivers are set by institutions, with some statutory and board-required categories, and that athletic waivers are a small share of total waiver dollars. The report showed total gross tuition of $354.5 million, tuition waived of $38.9 million, and 11,193 of 42,040 students receiving some waiver. Members also discussed how waivers affect net tuition revenue, housing and food collections, and whether campuses are using waivers strategically compared with scholarships and other funding sources.
The committee then heard a presentation on tuition rates by campus and State Board policy. Staff explained the board’s tuition factors for resident, Minnesota reciprocity, contiguous-state/U.S. nonresident, and international students, and noted that campuses often seek exceptions based on program-specific competition and enrollment goals. Members asked whether rates are based on cost or competition, and staff said campuses typically bring forward estimates and market comparisons when requesting special rates. The presentation also reviewed general fund appropriations versus net tuition revenue by campus, and members discussed how local tuition decisions and waivers do not directly affect the state funding formula, though they do affect institutional revenue and reserves. Questions were also raised about the Higher Learning Commission’s financial composite indicator and how it differs from the more intuitive reserve and revenue figures.
The committee next received a broad overview of non-higher-education entities affiliated with the State Board of Higher Education, beginning with NDSU agriculture-related units. Dr. Greg Lardy described the State Board of Agricultural Research and Education, the NDSU Extension Service, the Agricultural Experiment Station, and the branch research centers, emphasizing their statewide role in crop and livestock research, extension education, and county-based outreach. He outlined funding mixes for extension, the experiment station, and branch stations, noting that grants and contracts support both research and education, while the agronomy seed farm is self-funded through seed sales. Members asked about the new and vacant FTE pool, R1 research status, matching requirements for grants, and whether state appropriations count toward research expenditures. Dr. Lardy also highlighted major research impacts, including crop varieties, virtual fencing, AI-assisted weed control, and NDAWN weather data.
The Northern Crops Institute and the Upper Great Plains Transportation Institute also presented. NCI described its role in market development, technical services, and education for regional agriculture, its governance through the Northern Crops Council, and its funding from state appropriations, other states, and earned revenue. Members asked about the source of out-of-state funding, intellectual property, and the institute’s international reach. UGPTI then outlined its transportation research, federal and state funding structure, and work on road and bridge condition assessments, travel demand modeling, and workforce training. No votes were taken during the portion of the meeting reflected in the transcript.
WY
TX
Texas 89th Regular
Delivery of Government Efficiency Mar 26th, 2025
Delivery of Government Efficiency
Transcript Highlights:
- One area that's become very big for us is an analytical approach.
Bills:
HB149, HB252, HB643, HB1442, HB1500, HB1672, HB1851, HB1893, HB2028, HB2768, HB2818, HB149, HB252
Keywords:
artificial intelligence, regulation, biometric data, ethical AI, consumer protection, AI governance, employment compensation, state agencies, salary payments, general appropriations, government efficiency, public works, contractors, payment bonds, government contracts, construction law, transparency, open meetings, government accountability, public access
CO
Colorado 2026 Regular Session
Colorado House 2026 Legislative Day 118 May 12th, 2026
Colorado House Floor Meeting
TX
Texas 89th 2nd C.S.
Senate Committee on Water, Agriculture, and Rural Affairs May 11th, 2026
Water, Agriculture and Rural Affairs
MN
Transcript Highlights:
- relationship management tools such as email, text, follow-up systems, and using tools like Google Analytics
Keywords:
homeless prevention aid, homelessness, housing stability, rental assistance, family homelessness, unaccompanied youth, housing navigation, legal representation, family outreach, county aid, Tribal governments, local government aid, general fund appropriation, unspent funds, aid redistribution, sunset repeal, Minnesota property tax aid, services for persons experiencing homelessness, sales tax, use tax
MN
Minnesota 2025-2026 Regular Session
House Health Finance and Policy Committee 3/18/26 - Afternoon Meeting
Transcript Highlights:
- be a 340B drug, but I would say it's probably more of an estimate, and we haven't done that yet analytically
Summary:
The committee first approved the March 11, 2026 minutes, then heard House File 4048, which would exempt chiropractors from Minnesota’s provider tax if they are no longer eligible to provide chiropractic benefits under Medicaid/MinnesotaCare. Representative Robbins said the bill corrects an unfair situation because chiropractors still pay the tax even though the benefit was eliminated. Testifiers from the Minnesota Chiropractic Association and a longtime chiropractor supported the bill, arguing that most chiropractors are small-business owners and should not pay a tax for services they can no longer provide. Several members said they supported restoring chiropractic coverage instead of changing the tax, and there was discussion about whether the tax applies to all providers and whether it is effectively passed on to patients. The committee adopted a motion to recommend HF 4048 to the Committee on Taxes.
The committee then took up House File 3893, as amended, a bill to restrict artificial intelligence from engaging in psychotherapy or counseling with humans. The author and supporters said the bill is intended to prevent AI chatbots from posing as therapists or counseling vulnerable people, citing reports of suicides and other harms linked to chatbot interactions. The A2 amendment was adopted; the author said it reflected stakeholder concerns and added informed-consent language. Testifiers in support, including a psychologist and a suicide-prevention nonprofit leader, urged strong safeguards and said AI should not replace licensed professionals in crisis settings.
Other testimony raised concerns about overbreadth and unintended effects. TechNet and a rural mental health provider said the bill should be narrowed so it applies to clinical therapy rather than wellness or educational tools, and should allow supervised AI uses such as transcription and administrative support. Members discussed rural access, existing licensing-board authority, privacy laws, and whether the bill should target AI companies directly rather than licensed clinicians. The transcript ends during continued discussion of HF 3893, with no final committee action shown in the excerpt.
MN
Minnesota 2025-2026 Regular Session
House Human Services Finance and Policy Committee 3/5/26
Human Services Finance and Policy
MN
Minnesota 2025-2026 Regular Session
House Commerce Finance and Policy Committee 3/4/26
Commerce Finance and Policy
Transcript Highlights:
- terms broad enough to encompass routine behavioral and transactional information used in business analytics
Keywords:
surveillance, price discrimination, wage discrimination, automated decision systems, consumer protections, data privacy, biometrics, consumer protection, price setting, biometric data, retail, privacy, 1183, house
Summary:
The committee first approved the minutes from March 3, 2026, and then received a presentation from the Minnesota Office of the Attorney General on the Minnesota Consumer Data Privacy Act. Assistant Attorney General Caitlin Miko and Deputy Attorney General Jessica Whitney reviewed the law’s scope, consumer rights, business obligations, and enforcement history. They said the law took effect July 31, 2025, gives Minnesotans rights to access, delete, and opt out of sale, profiling, and targeted advertising, and is enforced by the Attorney General with penalties up to $7,500 per violation. They reported more than 200 complaints in the first six months, many warning letters, and a shift from education to active enforcement now that the initial warning-letter period has expired.
Committee members asked about how the universal opt-out works, what happens when companies deny deletion or editing requests, how the office determines willful noncompliance, and whether the law could burden small businesses. The AG’s office said the opt-out can be set through privacy-protective browsers or extensions, companies must respond to consumer requests within 45 days, small businesses are exempt as defined by the SBA, and investigations look for patterns and evidence of willful conduct rather than minor technical violations. The office also said it needs additional funding to fully staff enforcement efforts and noted that it has already issued subpoenas and civil investigative demands.
The committee then took up House File 3408, the Stop Grocery Surveillance Price Gouging Act. The author explained that the bill would prohibit retail grocers, physical and online, from setting individualized prices based on consumer information, would limit certain uses of facial recognition and electronic shelf labels, and would preserve narrow exceptions for discounts and loyalty programs. Public testimony followed from the Minnesota Farmers Union in support, arguing that grocery consolidation and surveillance pricing could worsen already high food costs and harm fair competition. The Minnesota Grocers Association opposed the premise that grocery stores use surveillance pricing, said shelf prices are generally uniform and set from a single storewide database, and argued electronic shelf labels are efficient and not nefarious. A technology company representative similarly said ESLs do not use personal data or facial recognition, prices are uniform, and a 2025 study found no meaningful price increases after ESL adoption. The bill was laid over for possible further discussion after the testimony.
MN
Minnesota 2025-2026 Regular Session
House Human Services Finance and Policy Committee 3/3/26
Human Services Finance and Policy
Transcript Highlights:
- so we're doing an array of things right now to respond to that, to be more proactive, and using analytics
Keywords:
home care, licensing, fines, advisory council, grant program, client safety, healthcare regulation, HF3375, Minnesota disability waiver, waiver rate system, human services, individualized home supports, individualized home supports with training, individualized home supports with family training, positive support services, employment support services, employment development services, employment exploration services, billing limits, service authorization year
WY
Transcript Highlights:
- So that's why you don't see a request for any benchtop equipment for the analytical services lab.
Keywords:
homeland security, search and rescue, grants, emergency response, Wyoming, sex offender, child care facility, residency restrictions, public safety, criminal law, sex offenders, child care facilities, legislation, kratom, regulation, healthcare, age restrictions, manufacturing standards, 916, all
MO
MN
Minnesota 2025-2026 Regular Session
Conference Committee on H.F. 2438 - Transportation Omnibus - 05/08/25
NH
MN
NH