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This Eyewear Offers a Buckshot Method to Monitor Health



Emteq Labs wants eyewear to be the next frontier of wearable health technology.

The Brighton, England-based company introduced today its emotion-sensing eyewear, Sense. The glasses contain nine optical sensors distributed across the rims that detect subtle changes in facial expression with more than 93 percent accuracy when paired with Emteq’s current software. “If your face moves, we can capture it,” says Steen Strand, whose appointment as Emteq’s new CEO was also announced today. With that detailed data, “you can really start to decode all kinds of things.” The continuous data could help people uncover patterns in their behavior and mood, similar to an activity or sleep tracker.

Emteq is now aiming to take its tech out of laboratory settings with real-world applications. The company is currently producing a small number of Sense glasses, and they’ll be available to commercial partners in December.

The announcement comes just weeks after Meta and Snap each unveiled augmented reality glasses that remain in development. These glasses are “far from ready,” says Strand, who led the augmented reality eyewear division while working at Snap from 2018 to 2022. “In the meantime, we can serve up lightweight eyewear that we believe can deliver some really cool health benefits.”

Fly Vision Vectors

While current augmented reality (AR) headsets have large battery packs to power the devices, glasses require a lightweight design. “Every little bit of power, every bit of weight, becomes critically important,” says Strand. The current version of Sense weighs 62 grams, slightly heavier than the Ray-Ban Meta smart glasses, which weigh in at about 50 grams.

Because of the weight constraints, Emteq couldn’t use the power-hungry cameras typically used in headsets. With cameras, motion is detected by looking at how pixels change between consecutive images. The method is effective, but captures a lot of redundant information and uses more power. The eyewear’s engineers instead opted for optical sensors that efficiently capture vectors when points on the face move due to the underlying muscles. These sensors were inspired by the efficiency of fly vision. “Flies are incredibly efficient at measuring motion,” says Emteq founder and CSO Charles Nduka. “That’s why you can’t swat the bloody things. They have a very high sample rate internally.”

Sense glasses can capture data as often as 6,000 times per second. The vector-based approach also adds a third dimension to a typical camera’s 2D view of pixels in a single plane.

These sensors look for activation of facial muscles, and the area around the eyes is an ideal spot. While it’s easy to suppress or force a smile, the upper half of our face tends to have more involuntary responses, explains Nduka, who also works as a plastic surgeon in the United Kingdom. However, the glasses can also collect information about the mouth by monitoring the cheek muscles that control jaw movements, conveniently located near the lower rim of a pair of glasses. The data collected is then transmitted from the glasses to pass through Emteq’s algorithms in order to translate the vector data into usable information.

In addition to interpreting facial expressions, Sense can be used to track food intake, an application discovered by accident when one of Emteq’s developers was wearing the glasses while eating breakfast. By monitoring jaw movement, the glasses detect when a user chews and how quickly they eat. Meanwhile, a downward-facing camera takes a photo to log the food, and uses a large language model to determine what’s in the photo, effectively making food logging a passive activity. Currently, Emteq is using an instance of OpenAI’s GPT-4 large language model to accomplish this, but the company has plans to create their own algorithm in the future. Other applications, including monitoring physical activity and posture, are also in development.

One Platform, Many Uses

Nduka believes Emteq’s glasses represent a “fundamental technology,” similar to how the accelerometer is used for a host of applications in smartphones, including managing screen orientation, tracking activity, and even revealing infrastructure damage.

Similarly, Emteq has chosen to develop the technology as a general facial data platform for a range of uses. “If we went deep on just one, it means that all the other opportunities that can be helped—especially some of those rarer use cases—they’d all be delayed,” says Nduka. For example, Nduka is passionate about developing a tool to help those with facial paralysis. But a specialized device for those patients would have high unit costs and be unaffordable for the target user. Allowing more companies to use Emteq’s intellectual property and algorithms will bring down cost.

In this buckshot approach, the general target for Sense’s potential use cases is health applications. “If you look at the history of wearables, health has been the primary driver,” says Strand. The same may be true for eyewear, and he says there’s potential for diet and emotional data to be “the next pillar of health” after sleep and physical activity.

How the data is delivered is still to be determined. In some applications, it could be used to provide real-time feedback—for instance, vibrating to remind the user to slow down eating. Or, it could be used by health professionals only to collect a week’s worth of at-home data for patients with mental health conditions, which Nduka notes largely lack objective measures. (As a medical device for treatment of diagnosed conditions, Sense would have to go through a more intensive regulatory process.) While some users are hungry for more data, others may require a “much more gentle, qualitative approach,” says Strand. Emteq plans to work with expert providers to appropriately package information for users.

Interpreting the data must be done with care, says Vivian Genaro Motti, an associate professor at George Mason University who leads the Human-Centric Design Lab. What expressions mean may vary based on cultural and demographic factors, and “we need to take into account that people sometimes respond to emotions in different ways,” Motti says. With little regulation of wearable devices, she says it’s also important to ensure privacy and protect user data. But Motti raises these concerns because there is a promising potential for the device. “If this is widespread, it’s important that we think carefully about the implications.”

Privacy is also a concern to Edward Savonov, a professor of electrical and computer engineering at the University of Alabama, who developed a similar device for dietary tracking in his lab. Having a camera mounted on Emteq’s glasses could pose issues, both for the privacy of those around a user and a user’s own personal information. Many people eat in front of their computer or cell phone, so sensitive data may be in view.

For technology like Sense to be adopted, Sazonov says questions about usability and privacy concerns must first be answered. “Eyewear-based technology has potential for a great future—if we get it right.”




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What My Daughter’s Harrowing Alaska Airlines Flight Taught Me About Healthcare

As a leader who has committed much of his career to improving healthcare — an industry that holds millions of people’s lives in its hands — I took from this terrifying incident a new guiding principle. Healthcare needs to pursue a zero-failure rate.

The post What My Daughter’s Harrowing Alaska Airlines Flight Taught Me About Healthcare appeared first on MedCity News.




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4 Areas Within Mental Health Care that Give Executives Hope

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The post 4 Areas Within Mental Health Care that Give Executives Hope appeared first on MedCity News.




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How Did Attendees at a Behavioral Health Conference React to Trump’s Victory?

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The post How Did Attendees at a Behavioral Health Conference React to Trump’s Victory? appeared first on MedCity News.




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AI is Revolutionizing Healthcare, But Are We Ready for the Ethical Challenges? 

Navigating the regulatory and ethical requirements of different medical data providers across many different countries, as well as safeguarding patient privacy, is a mammoth task that requires extra resources and expertise.  

The post AI is Revolutionizing Healthcare, But Are We Ready for the Ethical Challenges?  appeared first on MedCity News.




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CVS Health Exec: Payers Need to Stop Making Behavioral Health Providers Jump Through Hoops In Order to Participate in Value-Based Care

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The post CVS Health Exec: Payers Need to Stop Making Behavioral Health Providers Jump Through Hoops In Order to Participate in Value-Based Care appeared first on MedCity News.




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Measuring Impact in Digital Youth Mental Health: What Investors Look For

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The post Measuring Impact in Digital Youth Mental Health: What Investors Look For appeared first on MedCity News.




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The Trust-Building Playbook: 5 Tips Every Digital Health Marketer Needs to Know

Building trust while simultaneously building products, selling, recruiting, and fundraising can feel impossible. But it’s required whether you have the time or not, and it doesn’t stop no matter how big you grow.

The post The Trust-Building Playbook: 5 Tips Every Digital Health Marketer Needs to Know appeared first on MedCity News.




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Driving Genetic Testing Adoption and Improved Patient Care through Health Data Intelligence

By fostering collaboration and seamless data integration into healthcare systems, the industry is laying the groundwork for a future in which “personalized medicine” is so commonplace within clinical practice that we will just start calling it “medicine.”

The post Driving Genetic Testing Adoption and Improved Patient Care through Health Data Intelligence appeared first on MedCity News.




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Inside Providence’s Health Equity & Medicaid Strategy

Whitney Haggerson — vice president of health equity and Medicaid at Providence — discussed the significance of her role, as well as how her health system is working to give all employees, regardless of title, the skills needed to help reduce health inequities.

The post Inside Providence’s Health Equity & Medicaid Strategy appeared first on MedCity News.




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How Can Healthcare Organizations Earn Trust with Marginalized Communities?

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Closing Staffing Gaps in Healthcare by Utilizing Diverse Pipelines of Contingent Talent

By adopting a contingent workforce model and investing in the right data tools to power better informed decision-making and talent strategy, healthcare organizations can begin to address staffing challenges and turn their talent goals into reality. 

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How 4 Health Systems Are Partnering with Microsoft

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The post How 4 Health Systems Are Partnering with Microsoft appeared first on MedCity News.




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How One Massachusetts Maternal Mental Health Program Scaled Across the Country

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Fort Health Secures $5.5M to Expand Access to Integrated Pediatric Mental Health Care

Fort Health’s $5.5 million in funding was led by Twelve Below and Vanterra and included participation from Redesign Health, Blue Venture Fund and True Wealth Ventures.

The post Fort Health Secures $5.5M to Expand Access to Integrated Pediatric Mental Health Care appeared first on MedCity News.




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Pew Urges Federal Government to Prioritize Better Exchange of Health Data

The Pew Charitable Trusts sent comments Jan. 4 to the Office of the National Coordinator for Health Information Technology (ONC) and the Centers for Medicare & Medicaid Services (CMS) urging them to support the easy exchange of individuals’ health records through a pair of regulations.




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To Help Combat COVID-19, Federal Government Should Enforce Health Data Rules

Breaking COVID-19’s chain of transmission requires effective physical distancing, contact tracing and rapid analyses of demographic data to reveal illness clusters and populations at high risk, such as people older than 65, Latinos and Blacks.




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State Initiatives Pivot to Address Public Health Challenges During Pandemic

Research has consistently demonstrated strong links between people’s health and societal sectors such as employment, community development, education, housing, and transportation.




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Tools to Boost Beneficial Bacteria Can Help Poultry Farms Fight Salmonella

Chicken products cause an estimated 1 in 7 of the nation’s human Salmonella illnesses each year, partly because the pathogen can easily contaminate the environments where birds are raised. To reduce the risk that contaminated meat will reach consumers, poultry companies need measures that control the bacterium on farms where chickens are bred and raised.




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Day Three Notes – JP Morgan Healthcare Conference, San Francisco

Yesterday’s conference sessions surfaced interesting questions and approaches regarding the post-acute sector, bundled payment, emergency medicine and anesthesia. Post-Acute Focus: With more and more focus on the need to rationalize and re-organize the post-acute sector, we have seen multiple industry leaders start to evolve their strategies.  I blogged yesterday about AccentCare’s interesting strategy in the...… Continue Reading




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Looking Forward/Looking Backward – Day 1 Notes from the JPMorgan Healthcare Conference

A large amount of wind, much discussion about the U.S healthcare, and the public getting soaked again – if you were thinking about Washington, DC and the new Congress, you’re 3,000 miles away from the action. This is the week of the annual JP Morgan Healthcare conference in San Francisco, with many thousands of healthcare...… Continue Reading




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Food for Thought (and Health): Day 2 Notes from the JP Morgan Healthcare Conference

Addressing the Social Determinants of Health:  Is the healthcare industry pushing a rock up a hill?  We collectively are trying to provide healthcare with improved quality and reduced cost, but the structure of the nation’s healthcare system remains heavily siloed with the social determinants of health often falling wholly or partly outside the mandate and...… Continue Reading




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The Old and the New – Day 3 Notes from the JPMorgan Healthcare Conference

Day 3 of the JPMorgan healthcare conference was one of striking contrasts between the old and the new. (And, by the way, the rain finally stopped for a day, but it will be back tomorrow to finish off the last day of the conference). The Old:  Sitting in the Community Health Systems (CHS) presentation and...… Continue Reading




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Notes on Day 4 of the JPMorgan Healthcare Conference

Some interesting presentations on the last day of the JPMorgan Healthcare Conference that concentrated on common themes – the increasing importance of ancillary business line to bolster core business revenue and of filling in holes to achieve scale and full-service offerings. Genesis Healthcare – The largest U.S. skilled nursing facility (SNF) provider, which also is...… Continue Reading




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File menu options in SAS Visual Analtyics Viewer

SAS admins need to know about these menu options that may not be available in SAS Visual Analytics Viewer.




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Fitting Multilevel Hierarchical Mixed Models Using PROC NLMIXED

This paper provides an example that shows you how to use multiple RANDOM statements in PROC NLMIXED to fit nested nonlinear mixed models, and it provides details about the computation that is involved in fitting these models.




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Food companies sell products that are less healthy in poorer countries, says report

LONDON — The world's biggest food and beverage companies on average sell products in low-income countries that are less healthy than what they sell in high-income countries, according to a new report. Products sold by companies including Nestle, Pepsico and Unilever were assessed as part of a global index published by the Access to Nutrition Initiative (ATNI), its first since 2021. The non-profit group found that across 30 companies, the products sold in low-income countries scored lower on a star rating system developed in Australia and New Zealand than those sold in high-income countries. In the Health Star Rating system, products are ranked out of five on their healthiness, with five the best, and a score above 3.5 considered to be a healthier choice.




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Sir Elton John overhauls diet after suffering health scare

Sir Elton John has overhauled his diet after suffering a health scare. The 77-year-old singer has made a concerted effort to control his blood sugar levels in recent times, after being diagnosed with type 2 diabetes in the early 2000s and battling a "severe eye infection" earlier this year. Elton said on Ruthie's Table 4 podcast: "I can have an apple, I can eat a bit of melon. As long as you're sensible about it, it doesn't shoot your blood sugar up. But what I crave is chocolate and ice cream — I can't have any ice cream." Despite this, Elton revealed that his dream meal would still be full of sugar-filled desserts. The award-winning star — who is married to filmmaker David Furnish — said: "If I had a death row meal, it wouldn't contain anything except sweets, because I can't eat them now. So, I'd have ice cream, doughnuts, apple pie, rhubarb crumble." Elton has dealt with various health issues over the years, including having surgery for prostate cancer and battling a "severe eye infection". The singer detailed his most-recent problem in an Instagram post in September.




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Proposed law could mandate treatment for community disturbances linked to mental health

The Community Disputes Resolution Tribunals (CDRT) will be able to mandate mental health treatment for those who cause unreasonable interferences in the community if a bill to amend the Community Disputes Resolution Act (CDRA) goes through.  The bill was proposed in Parliament by Minister for Community, Culture and Youth Edwin Tong on Tuesday (Nov 12). The CDRT currently hears disputes under CDRA between neighbours involving acts of unreasonable interference with the enjoyment or use of places of residence. Under the bill, the tribunal will be able to issue Mandatory Treatment Orders (MTO) should there be a belief that the acts of disturbance stem from an underlying psychiatric condition. "In those cases, the issue therefore is not just a disamenity one," Minister Tong said. "Hence, the MTO is intended to address the root cause of certain acts that a resident may engage in." Tong added that their priority remains in persuading the resident to go for treatment voluntarily, and that the CDRT-issued MTO is a measure of last resort. There are also criteria that must be met for the MTO to be issued.




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PSLE results to be out on Nov 20

SINGAPORE — Pupils who sat the PSLE will receive their results from 11am on Nov 20. The Education Ministry and Singapore Examinations and Assessment Board, in a joint statement on Nov 13, said arrangements have been made for pupils to collect their results. Pupils will get details on collection arrangements from their schools, it added. Those who are unable to collect their results from school in person can appoint someone to do so on their behalf on Nov 22. Eligible pupils will receive the Secondary 1 (S1) Option Form to select secondary schools with their PSLE results. Pupils are required to use their unique S1 personal identification number found on the top-right hand corner of the form to log in to the S1 Internet System to submit their school choices from 11.30am on Nov 20 to 3pm on Nov 26. Parents who need help with the online submission can contact the primary school before 3pm on Nov 26. Posting results will be released between Dec 18 and Dec 20 through SMS, the statement said. This information can also be accessed through the S1 Internet System or at the pupil's primary school.




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Hindutva as Pop Culture, The Telegraph

In recent years, a stream of books and articles have appeared seeking to analyse the theory and practice of Hindutva. They have sought to alternatively explain, critique, or justify the rising influence of the BJP and the RSS. Some have focused on organizational questions, on the building of social networks on the ground and how [...]



  • Politics and Current Affairs
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  • H-Pop by Kunal Purohit

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‘If Mumbai attack suspects in Pakistan are freed, India is at fault'

‘If Mumbai attack suspects arrested in Pakistan are freed, India is at fault'



  • The India Cables

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66945: Pak-US ties not reflected in multi-lateral fora

Pakistan is one of a handful of countries (including India, Brazil, and South Africa) that routinely oppose the United States in multilateral debates despite strong bilateral ties to the U.S.




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NHRC notice to Health Ministry over shortage of HIV drugs




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Data | The NDA juggernaut has halted with the BJP-led alliance losing power in key States

While the BJP-led NDA won resoundingly in the 2019 Lok Sabha election, it has lost power in five major State assemblies since December 2018.




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Stephen Walt Looks Ahead to 2024

Stephen Walt elaborates on what he is expecting for 2024:  the Israel-Gaza conflict widening, the 75th anniversary of NATO, the possible re-election of Donald Trump, and the election results from other populous democracies, to name a few.




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The Faultlines Podcast: A Conversation with Ambassador Paula J. Dobriansky

A conversation hosted by the Faultlines Podcast with Ambassador Paula J. Dobriansky covering her career at the U.S. State Department and current geopolitical issues like the Russia-China strategic alignment.




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The New Harvest: Agricultural Innovation in Africa

The New Harvest argues that Africa can feed itself in a generation and help contribute to global food security despite its history of persistent food shortages and the rising threat of climate change. This new edition provides ideas on how to place agriculture at the center of the continent's long-term economic transformation. It demonstrates how policy coordination can help realize agriculture's full potential as a motherboard for other economic activities.

The full text of The New Harvest is available here.




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Why Executive Leadership Matters in African Agriculture

In a poignant comment, Albert Einstein once said that "an empty stomach is not a good political adviser." African leaders are starting to appreciate this message by paying more attention to the importance of high-level political support for agricultural transformation.




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Why Our Stereotypes of African Agriculture Are All Wrong

Calestous Juma (@calestous) will host a joint Twitter chat with the Elumelu Foundation on June 18, 2016, at 9:00 AM (EDT). Ask questions via #AskCJuma or #TEEPagricReport!

From newspaper editors to TV anchors to bloggers, the default symbol of African agriculture is an African woman holding a hand hoe. This imagery highlights the drudgery African women face in farming. But it also conflates family farming with the broader agricultural enterprise.




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Important Wins Were Notched Up for African Agriculture in 2016

"2016 was a big year for agriculture in Africa with some notable 'wins' across the continent. One of the most important gains was the increased use of emerging technologies beyond the traditional use of mobile phones in agriculture. The range includes precision agriculture, sensors, satellites and drones."




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The Hacking of Culture and the Creation of Socio-Technical Debt

In an era in which internet companies dominate both public and private life, both power and culture are increasingly corporate, write Kim Córdova and Bruce Schneier.






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H-Diplo|RJISSF Roundtable 15-26 on Hazelton, Bullets not Ballots

Jacqueline L. Hazelton's Bullets not Ballots: Success in Counterinsurgency Warfare (Cornell University Press, 2021) is the subject of a Roundtable Review.




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Healthcare in Focus: Political Hurdles and Policy Progress in Africa

On April 23, the final session examined healthcare access policies and public health initiatives across Africa. In our discussions, we explored the politics of health and healthcare policy, particularly in light of the COVID-19 pandemic. We identified political barriers to expanding healthcare coverage and access, and the dialogue centered on areas of progress in addressing infectious and chronic diseases. Beyond focusing on the challenges in implementing effective healthcare policies, in this session we invited participants to propose policy solutions as we look towards the future. The study group counted with the presence of external expert guest Dr. Salma Abdalla. Dr. Abdalla is a Sudanese medical doctor and Assistant Professor in Global Health and Epidemiology at Boston University School of Public Health. She was the Director of the Rockefeller-Boston University 3-D Commission on Determinants of health, Data science, and Decision making. She also served as a secretariat member for the WHO Independent Panel for Pandemic Preparedness and Response during the COVID-19 pandemic. Furthermore, Katie Chen, Master in Public Administration/ International Development Candidate at Harvard Kennedy School, delivered a memo briefing on how to boost childhood immunization rates in African countries, including through increased vaccine manufacturing, drone delivery., and behavioural interventions to combat vaccine hesitancy.




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Biden's Frailty Doesn't Endanger America

Stephen Walt writes that doubts about Biden’s ability to do the job over the next six months must be balanced against the qualities that Trump exhibited when he oversaw U.S. foreign policy. Insider accounts of Trump’s first term portray him as erratic, mercurial, uninterested in details, and incapable of giving most foreign-policy problems sustained attention.




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Sodium: An Alternative to the "White Gold" of the Energy Transition?

The energy transition is driving demand for critical minerals and metals, such as lithium, nickel, cobalt, graphite, and rare earth elements. Sodium-based batteries could provide a more secure, affordable alternative to lithium-ion batteries and highly concentrated lithium supply chains.