Pulse

LAST REFRESH: 28 min ago Shifting

Applied AI

Applied AI agents advance with new creation, collaboration, and memory tools, but still struggle with tasks like job filtering.

• Launch HN: Screenpipe (YC S26) was introduced, which records how users work to convert their processes into AI agents. ↗
• A new strategy suggests that two AI agents arguing with each other can outperform a single agent guessing alone, with a full build guide made available. ↗
• A new 'Show HN' project, Mwe-MCP, offers self-hosted memory for AI agents, designed to help them manage information about who may know what. ↗
• A social media post reported that AI is performing poorly at filtering the best candidates for job positions. ↗

Fault Lines

Fault lines are still being mapped.

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Timeline

Jul 22

A new 'Show HN' project called threadfork has been showcased, offering AI meeting notes that run locally on Mac. ↗
Nura Dev has been showcased as a new 'Show HN' project, enabling voice control for Claude Code from a user's phone. ↗
A new video from a16z discusses 'Physical AI' as the 'Next Frontier', framing its importance and future impact. ↗

Top Voices

**Google**: Developer of foundational AI models. →
Analyst
Applied AI ↑

Offers practical guidance on implementing AI solutions, including risk management frameworks and multi-agent systems.
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Applied AI Course ↑

Provides structured educational content, guiding learners on how to master machine learning and applied AI.
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Brown University School of Professional Studies ↑

Provides an academic perspective on applied AI and data science through structured professional education.
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Campus ↑

Highlights structured educational programs focusing on applied AI concentrations and official curricula.
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Cassie Kozyrkov ↑

Explores the practical challenges and complexities of successfully applying AI in real-world scenarios.
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Crimson Founders llc ↑

Provides insight into applied AI from an entrepreneurial and startup funding perspective, showcasing innovation.
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Gaurav Sen →

Simplifies complex AI concepts, making foundational knowledge accessible for broader understanding.
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Google Cloud ↑

Offers insights into enterprise-level applied AI solutions and infrastructure directly from a major cloud provider.
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Hello Interview ↑

Features interviews with industry leaders, offering valuable insights into AI trends and career progression.
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IBM Technology ↑

Shares enterprise-level insights into advanced AI topics like generative and agentic AI from a major technology player.
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Jeff Su ↑

Addresses fundamental knowledge gaps for beginners, ensuring a solid understanding of AI basics.
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Jenna Gardner - AI & Marketing →

Provides a unique perspective on entering applied AI without a traditional technical background, particularly in marketing.
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John Baugh ↑

Offers a foundational, academic introduction to applied AI, suitable for structured learning.
youtube

LAST REFRESH: 24 min ago Shifting

Digital Health Competitive Landscape

China's Embodied Intelligence Launches Early Commercialization.

• China's Embodied Intelligence has entered early commercialization, according to a PwC White Paper and Morgan Stanley forecasts. ↗

Fault Lines

Fault lines are still being mapped.

Content Picks

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Timeline

Jul 23

Through the partnership, digital lenders can now bundle micro-health insurance alongside loan products. ↗
Jubilee Health relies on bolttech for digital onboarding, allowing users to sign up for health insurance in seconds. ↗
The bolttech platform provides end-to-end digital claims management, ensuring quick payouts for Jubilee Health's offerings. ↗

Jul 22

China’s 'AI one-two punch' is tightening the competitive race with the US. ↗

Top Voices

229Project →

Offers insights into healthcare provider strategies for adapting to the evolving digital health competitive landscape.
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APACMed ↑

Provides valuable regional insights into market access challenges and opportunities for digital health solutions in APAC.
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AbbVie ↑

Offers a major pharmaceutical company's perspective on the convergence of technology and healthcare.
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CNBC ↑

Provides broad, mainstream business and technology perspectives on the digital transformation within the healthcare sector.
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CNBC Television ↑

Features direct insights from top healthcare CEOs on digital health, drug costs, and industry trends.
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Digital Health Heavyweights →

Showcases insights from prominent founders and CEOs, offering an entrepreneurial view of digital health innovation.
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Digital Health Summit →

Provides expert perspectives on investment trends, funding, and deal-making within the digital health ecosystem.
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EduNxtPro©️ ↑

Shares expertise on branding and launching healthcare solutions confidently in the digital era, backed by research.
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Fenwick ↑

Offers legal and regulatory insights into the evolving landscape of virtual care and digital health's future.
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FrontierView ↑

Provides strategic global business intelligence and comprehensive assessments of the digital healthcare landscape.
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Healthcare in the Digital Age ↑

Explores critical ethical considerations and societal impacts within the rapidly evolving digital health landscape.
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LSX Leaders ↑

Delivers insights into the digital health investment landscape and leadership perspectives from the life sciences sector.
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Luma Health ↑

Offers practical insights and strategies for navigating the complex health IT and digital health landscape.
youtube

LAST REFRESH: 21 min ago Shifting

Healthcare Delivery Innovation

Tony Blair Explores AI-Driven Public Service Reforms in Ethiopia.

• Former UK Prime Minister Tony Blair visited the Ethiopia AI Institute to discuss AI-driven public service reforms in the country. ↗

Fault Lines

Fault lines are still being mapped.

Content Picks

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Timeline

Jul 23

A positive development is underway for expanding access to diabetes care and strengthening healthcare outcomes. ↗
A Re-Engineered Omni Diagnostics (OD) Non-MS Diagnostic Platform has been developed. ↗
Kenya is joining the founding members of a China-backed global AI organisation. ↗

Jul 22

Rwanda's Minister of Health and Minister of ICT and Innovation welcomed Bill Gates to the National Health Intelligence Centre. ↗
A commentary emphasizes the need for Africa to begin regulating digital experience. ↗

Top Voices

ACHEofNNE ↑

Offers insights from healthcare executives on industry innovation and evolving delivery models.
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AJMCtv MJH ↑

Provides an academic and journalistic perspective on innovative healthcare delivery and managed care.
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Fast Forward Medical Innovation – Commercialization Education ↑

Focuses on the practical commercialization and implementation science of medical innovations in healthcare delivery.
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Harvard Business School →

Offers a strategic, business-oriented perspective, emphasizing value-based healthcare delivery and system transformation.
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Harvard Medical School ↑

Offers expert insights from a leading medical institution on transforming healthcare, particularly primary care, through innovation.
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HarvardCPL →

Provides a leadership and policy perspective on value-based healthcare delivery from a public leadership center.
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Intermountain Health ↑

Offers practical insights from a major health system actively implementing digital and virtual healthcare delivery innovations.
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KSHB 41 →

Offers local news coverage on significant healthcare infrastructure projects and their community impact.
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MIT Sloan Alumni ↑

Provides a business and management perspective on emerging digital health innovations and their value propositions.
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MOH_Kenya →

Provides a national government perspective from Kenya on public health policy, digital transformation, and regional leadership.
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MassGeneralHospital →

Offers insights from a leading hospital, focusing on high-risk care management and innovative delivery strategies.
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Mayo Clinic →

Showcases top-tier innovations and best practices from a globally recognized leader in patient care.
youtube

LAST REFRESH: 18 min ago Shifting

Iran-US Conflict

Five months into deepening war, a frustrated Trump targets Iranian assets as US pressure intensifies and Iran rejects deals.

• President Trump stated that frozen Iranian assets under US control will be used to pay for damages to shipping or cargo. ↗
• US President Donald Trump is reportedly growing increasingly frustrated after five months of the war with Iran. ↗
• Iran has rejected a US deal that was conveyed through Iraq, indicating a deepening of the conflict. ↗
• The US is intensifying precision strikes and naval pressure on Iran to secure the Strait of Hormuz. ↗

Fault Lines

Duration and Scope of the War ↑ Shifting

This tension contrasts the hope for a quick, limited military strike against the risk of a long, destructive regional conflict.

Short preemptive campaign

Protracted devastating

5% +4 -4 95%

The balance shifts slightly from its extreme as new intelligence shows escalating military pressure—a US naval buildup and reinforced UK support—is paradoxically paired with a new high-probability prediction market signal (95%

Regional Hegemony ↑ Shifting

This concerns whether the Middle East should be controlled by a dominant power or exist as a balance of competing nations.

Multipolar balance

Dominant power

20% -4 +4 80%

Iran has launched a series of retaliatory strikes against US targets in the region, with explosions reported in Kuwait

Content Picks

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Timeline

Jul 23

President Trump attended the dignified transfer of four additional US service members killed in the Iran conflict. ↗

Jul 22

President Trump is threatening to attack an underground nuclear site in Iran amidst renewed US strikes. ↗
The cost of the United States' war in Iran has risen to $37.5 billion so far, according to US Defense Secretary Pete Hegseth. ↗

Jul 21

American forces are expanding their strikes on Iranian targets after three American service members were killed in Iranian attacks on Jordan and Iraq. ↗
The US military announced another service member had been killed in action in northern Iraq. ↗
A report claims Iran's Supreme Leader has fled the country, and the IRGC is now writing his statements. ↗
Iran has formally declared 'Full-Scale War' against the United States, with its President issuing a stark warning. ↗

Top Voices

ABC News →

Provides broad, mainstream American news coverage, offering a general overview of the conflict and its developments.
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Abbas Araghchi →

Information unavailable to assess their unique perspective or expertise on this topic.
Iranian Foreign Minister
Al Jazeera English →

Offers a critical, often Middle Eastern-centric perspective on the conflict, challenging Western narratives and strategies.
youtube
Ali Larijani ↑

Information unavailable to assess their unique perspective or expertise on this topic.
Iran Security Chief
AlphaWireNewsAi →

Offers AI-driven rapid fire breaking news and financial market impacts related to the Middle East.
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Amir Saeid Iravani ↑

Information unavailable to assess their unique perspective or expertise on this topic.
Iran's UN Envoy
BBC News ↑

Provides an international and often nuanced perspective from a major UK public broadcaster, including geopolitical implications.
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Benjamin Netanyahu ↑

Information unavailable to assess their unique perspective or expertise on this topic.
Prime Minister of Israel
Bernie Sanders ↑

Information unavailable to assess their unique perspective or expertise on this topic.
US Senator (I-Vt.)
CNN ↑

Offers in-depth investigative reporting and direct analysis on US military actions and regional preparations.
youtube
CNN-News18 →

Provides an Indian perspective on the US-Iran conflict, often focusing on breaking news and strategic analyses.
youtube
Donald Trump →

Information unavailable to assess their unique perspective or expertise on this topic.
President of the United States
Emmanuel Macron ↑

Information unavailable to assess their unique perspective or expertise on this topic.
President of France
FOX 10 Phoenix →

Focuses on President Trump's updates and US military operations, providing a regional American news angle.
youtube
Firstpost →

Offers an Indian analytical perspective on the potential for ground war and US strategic planning in Iran.
youtube

LAST REFRESH: 13 min ago Shifting

Miami Arts & Culture

Miami Arts & Culture: New Director Appointed, Hispanic Heritage Month Awards Nominations Open.

• Ashlee Thomas has been appointed as Director of the Miami-Dade Department of Cultural Affairs. ↗
• The Miami Beach Hispanic Affairs Committee is seeking nominations for the 2026 Hispanic Heritage Month Awards. ↗

Fault Lines

Traditional vs. Emerging Art Forms ↑ Shifting

Traditional vs. Emerging Art Forms remains a high-signal indicator.

Traditional/Established Art

Emerging/Contemporary Art

38% -4 +4 62%

A comedy calendar event featuring Bruno "Lone Wolf," Teddy, and Patty Hernandez is celebrating Miami creatives and live

Content Picks

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Timeline

Jul 22

A comedy calendar event featuring Bruno "Lone Wolf," Teddy, and Patty Hernandez is celebrating Miami creatives and live events. [S5] ↗
A casting call notice has been issued for local hires in Miami for an unspecified production. [S17] ↗

Top Voices

305Mosquito →

Offers hyper-local, real-time geographic insights into specific Miami-Dade areas, providing ground-level situational awareness.
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CBS Miami ↑

Offers comprehensive local news coverage of major art festivals and cultural happenings across the wider Miami area.
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Community Newspapers ↑

Highlights community leaders and local initiatives, demonstrating the grassroots impact of arts and culture in Miami.
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Freebee →

Provides a unique lens on accessible transportation solutions for exploring downtown Miami's vibrant arts and culture.
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Luxury PreConstruction Miami with Guillermo Teran ↑

Provides insights into how Miami's art and culture scene intersects with luxury real estate and market trends.
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Miami Design District ↑

Offers an official, insider perspective on the curated art and cultural experiences within the iconic Miami Design District.
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Miami Film Festival →

An authoritative voice on independent and international cinema, showcasing diverse film culture in Miami.
Analyst
MiamiDadeCounty →

Provides official county-level updates and initiatives, reflecting public sector involvement in Miami's arts and culture.
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MyFunZone →

Explores Miami's diverse art and culture as a key component of its overall appeal and entertainment offerings.
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Nickiii Mar ↑

Offers an engaging, personal exploration of Miami's art culture, particularly highlighting specific vibrant neighborhoods like Wynwood.
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PBS NewsHour ↑

Offers insightful national journalistic analysis into the economics and broader societal impact of Miami's art scene.
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Pérez Art Museum Miami ↑

As a leading institution, it offers a curatorial perspective on modern and contemporary art and its cultural intersections.
youtube

LAST REFRESH: 10 min ago Shifting

Miami Beach Local

Miami Beach buzzes with a police-involved crash, upcoming concerts, and a community backpack giveaway.

• A police pursuit of a stolen car originating in Hallandale Beach concluded with a police-involved crash. ↗
• The groups Sonora Tukukuy, Romperayo Sound System, and Pazyflora are scheduled to perform on July 25 in Miami Beach. ↗
• North Bay Village partnered with North Bay Village Police, Miami Beach PAL, and Books For You Miami to distribute 500 backpacks filled with school supplies. ↗

Fault Lines

Public Safety vs. Open-Access Recreation

Public Safety vs. Open-Access Recreation remains a high-signal indicator.

City officials/community

Safety-concerned residents

15% 85%

Content Picks

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Timeline

Jul 22

The National Hurricane Center has issued Tropical Storm Bertha Advisory Number 10A for the Miami area. ↗
New video shows a Miami-Dade Transit bus crashing into a Miami Beach building. ↗
Floyd Mayweather’s former Miami Beach mansion was sold at a loss. ↗

Jul 21

A Miami Beach bridge project has encountered a snag. [S1] ↗

Top Voices

@satguy01 →

Lacks sufficient information to determine a unique voice or valuable perspective on the topic.
Demographic & Real Estate Analyst
Blackbook Properties →

Offers professional insights into Miami real estate, including market trends and luxury properties.
Luxury Real Estate Analysts
Blackbook Properties Miami Real Estate & Lifestyle →

Offers a local's deep insight into Miami Beach living, blending real estate and lifestyle.
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CBS Miami ↑

Provides timely, local news coverage and updates on community events and public safety in Miami.
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City Tourist Life ↑

Offers unique, in-depth walking tours revealing Miami's local, lesser-known neighborhoods and hidden gems.
Urban Explorer / Local Identity Commentator
ElioEsanchez764 →

Provides localized real estate expertise, offering trusted advice for South Florida and Florida Keys property decisions.
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Elon Gerberg ↑

Lacks sufficient information to determine a unique voice or valuable perspective on the topic.
Florida Real Estate & Demographic Analyst
Exotic Vacation →

Specializes in concise travel itineraries, offering practical guides for short, impactful Miami visits.
youtube

LAST REFRESH: 7 min ago Shifting

Mumbai Infrastructure

Adani's reported airline launch plans surface as Mumbai land allotments draw fresh objections.

• Gautam Adani reportedly plans to launch a new airline in India. ↗
• Proposed land allotments by BMC and MHADA to Shri Vile Parle Kelavani Mandal are facing fresh public objections. ↗

Fault Lines

Fault lines are still being mapped.

Content Picks

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Timeline

Jul 23

Electrification work on the Mumbai-Ahmedabad Corridor for India's first Bullet Train is reportedly accelerating. ↗
A major step forward for Mumbai's next high-speed road corridor involved handling two massive trusses in four hours. ↗
A Mumbai infrastructure update indicates the Monorail is ready, details an MHADA 8,000 homes lottery, and provides progress on the Metro 5 depot. ↗

Jul 22

AFCONS Infrastructure has secured a ₹4,077 crore contract for a 7.2-km tunnel, related to the Mumbai Desalination Project. ↗
India is reportedly charting a more independent path for high-speed rail development, moving beyond exclusive reliance on Japan. ↗
The National Green Tribunal (NGT) has closed the tree transplantation case, accepting MCGM's affidavit concerning Metro and road projects. ↗
ANDPL has launched '24x7 AI Dharavi Didi' as part of the ₹5,069 crore Dharavi redevelopment project. ↗

Jul 21

NHSRCL has floated a tender for security services and allied works on the Vapi-Vadodara section of the Mumbai-Ahmedabad Bullet Train project. ↗
Thane residents are reportedly opposing Amazon's mega data center near Mumbai in a ground report. ↗
Latest progress updates are released for Mumbai Metro Line 2B Phase 3. ↗

Top Voices

@10takka ↑

Provides personal insights and real-time observations on local infrastructure developments from a citizen's viewpoint.
Infrastructure Strategist / Technology Analyst
@Chandanomm ↑

Reflects public sentiment and citizen experiences, offering a unique ground-level view of infrastructure changes.
Urban Planning Commentator / Strategist
@Shrish_1987 →

Contributes individual observations and reactions, providing a unique micro-level perspective on infrastructure developments.
Urban Planner / Policy Commentator

LAST REFRESH: 4 min ago Shifting

OpenClaw

Screenpipe and Mwe-MCP supercharge AI agents with work-to-agent conversion and 'who may know what' memory.

• A new tool named Screenpipe launched from Y Combinator S26, enabling users to record their work and convert it into AI agents. ↗
• A new self-hosted memory solution for AI agents, Mwe-MCP, was showcased, offering awareness of 'who may know what' within its memory. ↗

Fault Lines

Deployment Architecture: Local vs. Cloud

This compares running software on personal hardware for privacy against using cloud servers for easier scaling and management.

Local Hardware & Specialized

Cloud/VPS & Orchestration

70% 30%

Content Picks

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Timeline

Jul 23

Hacker News features a discussion questioning if OpenClaw is 'Dead'. ↗
A user reports that for team agents, using cheaper models for workers and frontier models for R&D results in similar prices, challenging assumptions about infinite tokens. ↗

Jul 22

A user reported migrating from OpenClaw to Hermes, citing dissatisfaction with OpenClaw updates. [S23] ↗

Jul 21

A new self-hosted runtime named 'The0' was showcased, designed for trading bots and supporting bring-your-own-language functionality. ↗
A new project called 'claw-coder' was introduced as an autonomous local AI agent. ↗

Top Voices

Adrian Twarog ↑

Provides practical, beginner-friendly tutorials and guides for setting up OpenClaw, including local AI integration.
youtube
Alex Finn ↑

Offers comprehensive tutorials and insights into optimizing OpenClaw with specific tools and future trends.
youtube
Calle (@callebtc) ↑

No recent content provided to assess their unique perspective or expertise.
Developer of Clawi.ai.
Fireship ↑

Provides concise, high-level analysis and commentary on the broader trends and impact of OpenClaw's rise.
youtube
IBM Technology ↑

Offers an authoritative, in-depth explanation of OpenClaw within enterprise AI and core concepts.
youtube
Jamieson O’Reilly ↑

No recent content provided to assess their unique perspective or expertise.
Security researcher at Dvuln.
Kkomzin (@kkomzin) ↑

No recent content provided to assess their unique perspective or expertise.
Creator of ClawColab.
Matthew Berman →

Explores diverse use cases and addresses challenges or controversies surrounding OpenClaw's adoption and ethics.
youtube
Metics Media ↑

Offers ultimate, comprehensive guides for beginners, making OpenClaw accessible and easy to learn.
youtube
Michael Chomsky →

No recent content provided to assess their unique perspective or expertise.
Cybersecurity commentator.
NetworkChuck ↑

Provides critical reviews and comparisons of OpenClaw against alternatives, offering a balanced perspective on its utility.
youtube, x
OpenAI ↑

No recent content provided to assess their unique perspective or expertise specifically on OpenClaw.
Leading AI research laboratory and developer of ChatGPT.

LAST REFRESH: just now Stable

Tele-Mental Health Regulation

QuickMD: No Controlled Substances for Tele-Mental Health.

• QuickMD, a telehealth provider, publicly stated it does not prescribe controlled substances for depression and anxiety. ↗

Fault Lines

Fault lines are still being mapped.

Content Picks

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Timeline

Jul 23

QuickMD, a telehealth provider, publicly stated it does not prescribe controlled substances for depression and anxiety. ↗

Jul 22

The Centre informed Lok Sabha that NCRB data on child suicides is available only until 2024, and in this context, highlighted the Tele-MANAS service. ↗

Jul 21

A British journal recognized India's Tele-MANAS, highlighting the power of technology and public health systems. ↗
There is an emphasis on qualified psychiatrists leading mental health conversations within Tele-MANAS in J&K, moving beyond viral advice. ↗

Top Voices

9NEWS ↑

Provides local journalistic insights into practical aspects of telehealth vs. in-person mental health therapy.
youtube
BNN Bloomberg →

Offers a unique business and regulatory perspective on emerging AI technologies in mental health care.
youtube
Beck Ellman Heald Media Center →

Delivers specific insights into California's mental health laws and their implications through expert interviews.
youtube
Columbia SPS ↑

Offers in-depth academic analysis of the ethical challenges and opportunities in tele-mental health.
youtube
Dr. Aaron Norton ↑

Shares direct expertise and training for clinical mental health counselors navigating the telehealth landscape.
youtube
Eric Groh ↑

Offers practical training and ethical considerations for professionals practicing telemental health.
youtube
George W. Bush Presidential Center ↑

Offers a public policy perspective on advocating for the removal of telemental health restrictions.
youtube
IndiaToday →

Reports on societal incidents with mental health dimensions, offering a broad journalistic perspective.
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KPIX | CBS NEWS BAY AREA ↑

Provides local journalistic coverage of specific mental health intervention policies, like the CARE Act Court.
youtube
KVUE →

Reports on significant legal rulings affecting mental health care access for incarcerated populations.
youtube
NCTRC ↑

Provides resources and insights for Federally Qualified Health Centers regarding telehealth in behavioral health.
youtube