Video & Transcript Research : 'algorithmic feeds'
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US
US Federal 2025-2026 Regular Session
Joint hearings with the House Committee on Veterans' Affairs to examine the legislative presentation of The American Legion and multi VSOs: Minority Veterans of America, Jewish War Veterans of the U.S.A, National Association of County Veterans Servic Feb 26th, 2025 at 09:00 am
Senate Veterans' Affairs
Transcript Highlights:
- It's Elon Musk, who is using algorithms and AI formulas.
Keywords:
veteran services, homelessness, unemployment, VA funding, mental health, congressional oversight, testimonies, American Legion, Dole Act, suicide prevention
Summary:
This meeting focused on veteran services, emphasizing the urgent need to address the alarming rate of unemployment and homelessness among veterans. Numerous testimonies were presented detailing the impact of mass furloughs and cutbacks at the VA on personnel, notably veterans who were serving as employees. Various representatives expressed deep concern over how these firings could drastically affect the quality of care available to those who have served the nation. There was a strong call for Congress to bolster funding for existing programs aimed at alleviating veteran homelessness and improving overall care quality, especially in mental health services.
TX
Transcript Highlights:
- spend three extra seconds... covered over that image or that video about something sad so that that algorithm
- an excise tax credit for craft brewers who donate spent grain to agricultural producers for animal feed
Bills:
HB24, HB45, HB15, HB35, HB38, HB47, HB318, HB349, HB554, HB1359, HB1373, HB1647, HB2254, HB2259, HB2853, HB3073, HB3088, HB353, HB355, HB786, HB762, HB705, HB932, HB849, HB 1160, HB 1119, HB1612, HB3041, HB713, HB3104, HB3970, HB3962, HB5061, HB4042, HB4115, HB4490, HB1731, HB1705, HB2607, HB3556, HB138, HB3689, HB1788, HB1887, HB1914, HB2402, HB2306, HB1809, HB2350, HB3000, HB3237, HB3326, HB3211, HB 1056, HB2081, HB2187, HB3092, HB3308, HB3526, HB3750, HB3527, HB4219, HB4230, HB4290, HB5238, HB4804, HB4749, HCR6, HCR12, HCR34, HCR50, HCR55, HCR58, HCR70, HCR71, HCR72, HCR74, HCR75, HCR78, HCR80, HCR93, HCR100, HCR107, HCR116, HCR117, HCR90, SB1806, SB783, SB1271, SB326, SB1637, SB769, SB897, SB1035, SB1706, SB1185, SB1194, SB384, SB1426, SB1468, SB1215, SB1066, SB599, SB1930, SB2065, SB767, SB1619, SB1738, HB1500, HB718, HB23, HB34, HB 119, HB 128, HB 130, HB132, HB2756, HB166, HB406, HB186, HB331, HB380, HB1583, HB1584, HB621, HB303, HB552, HB366, HB463, HB 1211, HB1327, HB1461, HB923, HB1760, HB2467, HB5333, HB1592, HB1576, HB1552, HB2018, HB3511, HB1781, HB2013, HB2340, HB2508, HB2970, HB865, HB2851, HB3385, HB3336, HB3309, HB 1127, HB 1232, HB1397, HB4236, HB4041, HB1965, HB2730, HB3698, HB3699, HB163, HB201, HB272, HB405, HB519, HB654, HB694, HB791, HB 1136, HB 1240, HB 1266, HB 1275, HB1437, HB1532, HB1675, HB1842, HB1868, HB1894, HB1943, HB1990, HB2029, HB2061, HB2286, HB2523, HB2622, HB2652, HB2692, HB2842, HB2885, HB3016, HB3096, HB3248, HB3255, HB3479, HB3611, HB3623, HB3803, HB3804, HB3805, HB3806, HB3810, HB3816, HB4129, HB4163, HB4187, HB4238, HB4454, HB4588, HB4643, HB4738, HB4739, HB4945, HB5015, HB5616, HB1749, HB1775, HB 118, HB1762, HB2520, HB24, HB45, HB15, HB35, HB38, HB47, HB318, HB349, HB554, HB1359, HB1373, HB1647, HB2254, HB2259, HB2853, HB3073, HB3088, HB353, HB355, HB786, HB762, HB705, HB932, HB849, HB 1160, HB 1119, HB1612, HB3041, HB713, HB3104, HB3970, HB3962, HB5061, HB4042, HB4115, HB4490, HB1731, HB1705, HB2607, HB3556, HB138, HB3689, HB1788, HB1887, HB1914, HB2402, HB2306, HB1809, HB2350, HB3000, HB3237, HB3326, HB3211, HB 1056, HB2081, HB2187, HB3092, HB3308, HB3526, HB3750, HB3527, HB4219, HB4230, HB4290, HB5238, HB4804, HB4749, HCR6, HCR12, HCR34, HCR50, HCR55, HCR58, HCR70, HCR71, HCR72, HCR74, HCR75, HCR78, HCR80, HCR93, HCR100, HCR107, HCR116, HCR117, HCR90
Keywords:
zoning, public notice, local government, residential development, protests, peer support, first responders, mental health, confidentiality, emergency services, information network, health services, client referral, data privacy, disaster preparedness, accreditation, community services, sexual assault, victim rights, forensic examination
CO
Colorado 2026 Regular Session
Colorado Senate 2026 Legislative Day 119 Part 2 May 13th, 2026
Colorado Senate Floor Meeting
NM
New Mexico 2025 Regular Session
IC - Economic and Rural Development Aug 11th, 2025
Economic & Rural Development & Policy Committee
Transcript Highlights:
- process management, and I contributed to some technological breakthroughs that allow our optimized algorithms
NM
New Mexico 2025 Regular Session
IC - Legislative Health and Human Services Jul 21st, 2025
Legislative Health & Human Services Committee
Transcript Highlights:
- We have supply and demand. algorithm.
CA
California 2025-2026 Regular Session
Assembly Health Committee May 6th, 2025
Transcript Highlights:
- being answered by unlicensed clerical staff who use a scripted set of screening questions and an algorithm
Summary:
The Assembly Health Committee held an informational hearing on Kaiser Permanente’s behavioral health care system, focusing on Department of Managed Health Care enforcement actions, Kaiser’s corrective action work plan, and testimony from patients, advocates, and union representatives. DMHC officials reviewed a long history of complaints, surveys, fines, and settlements involving Kaiser’s access to behavioral health services, including deficiencies found in 2012 and 2016, a 2022 non-routine survey, and a 2023 settlement that imposed a $50 million penalty and required $150 million in community investments over five years. DMHC said it continues to monitor Kaiser through quarterly meetings, complaint review, follow-up surveys, and a reimbursement process for members who could not obtain timely in-network care.
Committee members pressed DMHC on what “timely access” and continuity of care mean in practice, how virtual care and group therapy fit into the standards, and what triggers a non-routine survey. DMHC said initial behavioral health appointments generally should not take more than two weeks, urgent care should be within days, and follow-up care within 10 days, with out-of-network care required when plans cannot meet standards. Officials also said Kaiser’s initial corrective action work plan lacked detail, but the revised plan was accepted and will be tracked through quarterly reporting and possible additional enforcement if Kaiser fails to comply.
The second panel featured testimony from a Kaiser enrollee, a behavioral health policy expert, a Kaiser therapist, and the NUHW president. The enrollee described serious delays and inadequate treatment for his daughter after a suicide attempt, while the therapist and union leader said Kaiser’s behavioral health system is understaffed, relies too heavily on short appointments, group therapy, and webinars, and treats behavioral health as less important than medical-surgical care. They argued Kaiser’s one-appointment-at-a-time scheduling rule and limited treatment time violate parity requirements and harm continuity of care. Several members criticized Kaiser for not appearing at the hearing and said the testimony underscored the need for stronger oversight, clearer metrics, and faster remedies for patients.
NH
New Hampshire 2026 Regular Session
Senate Election Law and Municipal Affairs (03/31/2026)
Election Law and Municipal Affairs
Transcript Highlights:
- 33.839>
because <01:02:34.160>the I think the timing lines up because the school budget feeds - addresses, and it's resulted in thousands of people being made inactive because of the way those algorithms
- addresses, and it's resulted in thousands of people being made inactive because of the way those algorithms
- addresses, and it's resulted in thousands of people being made inactive because of the way those algorithms
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Wednesday, November 19, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- Other than feeding his neighbors and connecting with those he serves, Fresh is famously a Philadelphia
- But we have also seen the dark side of AI through biased and discriminatory algorithms and deepfake videos
- But we have also seen the dark side of AI through biased and discriminatory algorithms and deepfake videos
- But we have also seen the dark side of AI through biased and discriminatory algorithms and deepfake videos
MN
Minnesota 2025-2026 Regular Session
Minnesota House passes SF1832, the workforce, labor, and economic development finance bill 5/9/25
Minnesota House Floor Meeting
Transcript Highlights:
- If you worked, uh, as in sales, and you don't know how the formula or the algorithm or the methods or
- If you worked, uh, as in sales, and you don't know how the formula or the algorithm or the methods or
- If you worked, uh, as in sales, and you don't know how the formula or the algorithm or the methods or
MN
Minnesota 2025-2026 Regular Session
House Floor Session 5/9/25 - Part 2
Minnesota House Floor Meeting
Transcript Highlights:
- If you worked, uh, in sales and you don't know how the formula or the algorithm or the methods or the
- If you worked, uh, in sales and you don't know how the formula or the algorithm or the methods or the
- If you worked, uh, in sales and you don't know how the formula or the algorithm or the methods or the
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Thursday, February 13, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- who is so desperately in need of validation that you bought a social media company and tweaked its algorithm
- company and you bought a social media company and tweaked<02:40:02.920>
its <02:40:03.120>algorithm - <02:40:03.960>
to <02:40:04.240>amplify <02:40:04.760>your tweaked its algorithm - to amplify your tweaked its algorithm to amplify your own<02:40:05.080>
tweets <02:40:05.479><
NH
Transcript Highlights:
- actually quite well known within computer science as the lead author of a textbook, Introduction to Algorithms
- :08:05.720>
to author of a textbook introduction to author of a textbook introduction to algorithms - 09.239>
this <03:08:09.520>because <03:08:10.279>I <03:08:10.399>have algorithms - I say all this because I have algorithms I say all this because I have a<03:08:10.680>
background
OK
Oklahoma 2026 Regular Session
Health and Human Services Oversight REVISED: SB1304 - Added Apr 15th, 2026 at 03:00 pm
Health and Human Services Oversight
Bills:
SB1983, SB444, SB1503, SB1561, SB592, SB1501, SB1946, SB1567, SB1833, SB2026, SB904, SB2178, SB1651, SB1558, SB1565, SB1553, SB1257, SB65, SB1749, SB1242, SB1642, SB640, SB667, SB1436, SB1484, SB1562, SB1794, SB1644, SB1533, SB933, SB1555
Keywords:
SB1983, foster care, resource family partner, resource family partners, Department of Human Services, DHS, child welfare, foster homes, foster children, placement data, data sharing, de-identified data, aggregated data, sibling groups, placement disruptions, foster parent recruitment, foster parent retention, private child-placing agency, Title 10A, Oklahoma
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Economic Development and Emerging Technologies Jun 21st, 2026 at 11:00 am
Joint Committee on Economic Development and Emerging Technologies
Transcript Highlights:
- There's no human interaction in iGaming either, just algorithms and service relentlessly targeting users
Summary:
The committee on Economic Development and Emerging Technologies, chaired by Rep. Carole Fiola and Sen. Barry Finegold, held a lengthy hearing on a range of gambling-related bills. Testimony first focused on H. 496 to allow the Massachusetts Gaming Commission to authorize Plain Ridge Park Casino to add table games and more slot machines. Supporters, including Rep. Jeffrey Roy, Sen. Finegold, Rep. Barry R. Finegold, Rep. Brian Vaughn, and Plainville officials, argued the change was needed to keep Massachusetts gaming dollars from flowing to Rhode Island, protect jobs, and preserve local tax revenue. They described Plain Ridge as a strong community partner and cited host-community benefits such as municipal infrastructure projects and local aid. Opponents or skeptical witnesses later argued that expanded gambling, especially online, would increase harm and cannibalize existing casinos and local economies.
The committee also heard testimony on bills related to sports betting restrictions and online gambling. Sen. John Keenan presented a “Better Health Act” proposal to ban prop bets and in-play bets, require affordability checks, prohibit hosts, raise the sports betting excise tax, expand funding for problem-gambling services, and increase research and data sharing. He and supporters framed the bill as a public-health response to addiction, suicide, bankruptcy, and other harms. Rep. David Nangle, speaking from personal experience with gambling addiction, strongly opposed internet gaming, warning that it would intensify addiction and expose children and families to 24/7 gambling on phones. In contrast, Rep. David Moradian and industry witnesses supported H. 4431 to legalize and regulate internet gaming, arguing it would bring illegal activity into a regulated market, generate new revenue, and include consumer protections such as age verification, deposit limits, self-exclusion, and responsible-gaming tools.
The committee also took testimony on H. 4238, which would expand fundraising options for fraternal organizations, especially the Elks. Rep. Bruce Ayers and Elks representatives said the bill would help lodges raise money for scholarships, veterans’ services, and community programs after COVID-related losses and declining membership. On H. 480, Rep. Kathleen LaNatra, Rep. Badger, and representatives of veterans organizations and gaming-machine operators urged allowing qualified veterans groups to participate in certain video gaming activity, saying it would provide a sustainable revenue source to keep posts open and support veterans’ services. Dr. Rachel Volberg testified that expanding gambling, especially online gambling and slot machines at veterans organizations, would likely increase gambling harm, and she urged stronger harm-prevention measures, data reporting, and research funding. Other witnesses, including anti-gambling advocates and industry representatives, sharply disagreed over whether legalization would reduce illegal gambling or worsen addiction and social costs. No votes or final actions were taken during the hearing.
NM
New Mexico 2025 Regular Session
IC - Courts, Corrections and Justice May 27th, 2025
Courts, Corrections & Justice Committee
Transcript Highlights:
- Probilistic genotyping is, um, it's a basically a mathematical computer algorithm that helps analyze
TX
Transcript Highlights:
- four years ago, we attempted to implement an early warning system for our officers, kind of an algorithmic-based
Bills:
SB693, SB781, SB836, SB860, SB906, SB993, SB1101, SB1321, SB1370, SB1537, SB1563, SB1610, SB1637
Keywords:
notary public, notaries, acknowledgment, jurat, personal appearance, remote notarization, online notarization, e-notary, electronic notarization, fraud prevention, identity verification, real estate fraud, property transfer, state jail felony, Class A misdemeanor, secretary of state, continuing education, record retention, notarial act, Texas Government Code
Summary:
The Senate Committee on Criminal Justice heard a series of bills focused on criminal procedure, public safety, victim protections, and law enforcement administration. SB 1537 would require criminal-proceeding interpreters to meet the same appointment standards used in the Government Code, and SB 993 would let the Comptroller’s Criminal Investigative Division seek mobile-tracking warrants directly in motor fuel theft and related tax-fraud investigations. SB 693, as substituted, would create a criminal offense for notaries who notarize documents without the signer personally appearing, with a higher penalty when real property is involved, and would add continuing education for notaries. SB 1610 would tighten rules for civilly committed sexually violent predators at the Texas Civil Commitment Office, including penalties for new crimes and assaults on staff, sex-offender registration requirements, and removal of certain provisions from the filed version; the substitute reduced some of the harsher penalties and preserved parole/community-supervision eligibility. SB 836 would expand privacy protections for sexual assault survivors by limiting livestreaming of certain trials, allowing pseudonyms earlier in the process, and protecting forensic exam evidence and invasive recordings under protective orders. SB 1563 would require county jailers to receive training on interacting with veterans, with testimony emphasizing suicide risk, PTSD, and the need for better identification and support in jails. SB 906 would give the Ysleta del Sur Pueblo authority similar to other Texas tribes to commission peace officers under state law to enforce Texas laws on tribal land. SB 781 would standardize confidentiality rules for peace officers’ personal information and create a confidential departmental file system modeled on Chapter 143 civil-service practices, though members raised concerns about whether the bill could affect disciplinary records and existing disclosure rules.
Testimony was largely supportive for the bills, especially from prosecutors, law enforcement representatives, victim advocates, and agency officials. Supporters of SB 693 described widespread deed fraud tied to improper notarizations; supporters of SB 836 stressed survivor privacy and the harms of livestreamed sexual-assault proceedings; supporters of SB 1563 said jailer training could help prevent veteran suicides and improve treatment; and supporters of SB 906 said state commissioning would improve public safety and coordination on tribal lands. SB 781 drew support from police and TCOLE witnesses who said the bill would extend confidentiality protections already used in civil-service departments, while some members questioned whether the bill duplicated existing law or could be read to shield misconduct information. Public testimony included opposition to SB 1610 from a civil-rights advocate who urged waiting for Sunset review, and opposition to SB 781 from a family member of a person killed by police, who objected to expanding confidentiality for officers. Several bills were left pending after testimony because the committee lacked a quorum or chose to hold them for later action.
US
US Federal 2025-2026 Regular Session
Hearings to examine the nomination of Robert F. Kennedy, Jr., of California, to be Secretary of Health and Human Services. Jan 29th, 2025 at 09:00 am
Finance Committee
Transcript Highlights:
- From approving AI algorithms to determining Medicare coverage, we certainly need more innovation, and
NH
Transcript Highlights:
- discern who these children are in their classroom, and given that information, they still don't have the feed
- they still don't have information they still don't have the<00:37:08.160>
the <00:37:08.640>feed - the the feed has gone down again. Okay. the the feed has gone down again. Okay.
- , but in a larger context where most children are exposed to these topics already not only from algorithms
MN
Transcript Highlights:
- students critically analyze online content, where they can recognize misinformation and understand how algorithms
- shape their personal feed.
Summary:
The Minnesota Senate Education Policy Committee heard testimony on Senate File 508, a bill to restrict cell phone use in schools. Senator Mann said the proposal was based on roundtables with school districts across the state and on reports from other states, and argued that cell phones are harming student attention, mental health, classroom culture, and student-teacher relationships. She said K-8 restrictions are broadly supported, while high school policies should be more flexible, and emphasized that districts should control implementation. The bill also includes funding for education efforts around why the restrictions are being adopted and how students can use technology responsibly.
Testifiers largely supported the bill or the general goal of limiting cell phone use. Dr. Anna Tyranny, a parent and licensed psychologist, said cell phones and social media can contribute to anxiety, poor concentration, cyberbullying, and inappropriate sharing, and urged a balanced approach that includes digital literacy education. St. Cloud Area Public Schools Superintendent Laori Pam and Tech High School staff member Molly Kenzie described their district’s policies, which keep phones away for the day in elementary and middle school and restrict them during class in high school. They cited U.S. Department of Education guidance, research on mental health and sleep disruption, and the need for age-appropriate, equitable, and consistently communicated policies.
St. Cloud reported that its middle school policy, piloted and then expanded districtwide, led to a 50% reduction in cell phone discipline referrals and fewer classroom power struggles. The district said high school violations remain concentrated in certain grades, especially ninth and eleventh, and that it continues to address the issue through PBIS teams. No vote or final committee action on the bill was described in the transcript.
CA
California 2025-2026 Regular Session
Assembly Health Committee Apr 22nd, 2025
Transcript Highlights:
- placed on patients' access to care, which include health care review decisions done via computer algorithms
- placed on patients' access to care, which include health care review decisions done via computer algorithms
Summary:
The Assembly Health Committee met on April 22 and took up a special order of bills focused largely on prior authorization and utilization management in health care. The chair framed the discussion as part of a broader legislative effort to reduce delays and barriers to care, especially in behavioral health, chronic disease management, cancer treatment, and rehabilitation services. AB 384 by Assembly Member Connolly would prohibit prior authorization for inpatient mental health or substance use emergency admissions and related physician care; supporters said it would prevent dangerous delays in crisis care, while insurers and health plans warned about fraud, abuse, and ambiguity around residential treatment facilities. The bill was moved on a due pass as amended motion and passed the committee on a party-line style vote, with Republicans largely absent or not voting.
The committee then heard AB 510 by Assembly Member Addis, which would require health plans, upon request, to provide a peer reviewer of the same or similar specialty when a treating provider appeals a prior authorization denial or modification. Supporters argued that specialty-matched review would make appeals fairer and more clinically informed; opponents said the requirement was too rigid and that timelines and electronic submission rules needed changes. After discussion about the need for timely, specialty-specific review, the bill was approved on a due pass as amended motion and placed on call. AB 539 by Assembly Member Schiavo would extend prior authorization approvals to one year or the duration of the physician’s prescribed treatment for chronic conditions; supporters cited repeated denials and treatment interruptions, while opponents raised concerns about overbreadth, fraud, and the need for shorter validity periods. The bill was also passed as amended and placed on call.
The committee next considered AB 669 by Assembly Member Haney, which would bar concurrent and retrospective review for the first 28 days of medically necessary substance use disorder treatment and limit prior authorization for related outpatient medications. The bill was presented with a powerful personal story from Ryan Matlock’s mother about her son’s death after an insurer cut off treatment early; supporters said the measure would keep patients in care long enough to stabilize, while opponents argued it would reduce oversight and could allow lower-quality or non-evidence-based care. The bill was moved on a due pass as amended motion and placed on call. Finally, AB 512 by Assembly Member Harabedian would shorten prior authorization response times to 24 hours for urgent requests and 48 hours for non-urgent requests; supporters said delays can worsen outcomes, while opponents warned the timelines were unrealistic and could increase administrative burdens and safety issues. The bill was approved as amended and placed on call. AB 574 by Assembly Member Mark Gonzalez was then heard; it would allow up to 12 medically necessary physical therapy sessions for a new episode of care without prior authorization, with supporters emphasizing stroke and neurological recovery and opponents warning of reduced oversight and unnecessary care. The transcript ends during testimony on AB 574, before final action is shown.