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Australian researchers figure out a new way to apply extreme pressure and squeeze out diamonds.
- Diamonds aren't just beautiful. They're also excellent at cutting through most anything.
- Researchers have worked out how to create the gems without the high temperatures that accompany their natural formation.
- The researchers were able to create two different types of diamonds that also occur naturally.
The totally crushed it<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yNDgyNzYxOC9vcmlnaW4ucG5nIiwiZXhwaXJlc19hdCI6MTYxMjc2MjA5OH0.Td-IiqixMYd-0OEn3vunxg5gFbPEyzKiSVOcxr6rdDs/img.png?width=980" id="75686" class="rm-shortcode" data-rm-shortcode-id="fe32f066e6fc40c8b19a793828a97b4b" data-rm-shortcode-name="rebelmouse-image" />
The telltale clue<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yNDgyNzYyNi9vcmlnaW4ucG5nIiwiZXhwaXJlc19hdCI6MTY2NDAxODQ2Nn0.yVllyyJOAk7No8cnTPyQQMky00Q8awt0KfPDHF95ud4/img.png?width=980" id="45646" class="rm-shortcode" data-rm-shortcode-id="b3d62e6d2b2a26dc2cc73b4de24519e6" data-rm-shortcode-name="rebelmouse-image" />
Credit: kento/Adobe Stock<p>The rest of the team's formula has to do with how the pressure is applied.</p><p>Co-leader of the research, <a href="https://www.rmit.edu.au/contact/staff-contacts/academic-staff/m/mcculloch-professor-dougal" target="_blank">Dougal McCullough</a>, and his team working at RMIT used cutting-edge advanced electron microscopy to image slices of experimental diamond samples that provided a peak into their formation.</p><p>One revelation was the relationship between the two diamond types. "Our pictures showed that the regular diamonds only form in the middle of these Lonsdaleite veins," says McCulloch. "Seeing these little rivers of Lonsdaleite and regular diamond for the first time was just amazing and really helps us understand how they might form."</p><p>"The twist in the story ," says Bradby, "is how we apply the pressure. As well as very high pressures, we allow the carbon to also experience something called 'shear' — which is like a twisting or sliding force. We think this allows the carbon atoms to move into place and form Lonsdaleite and regular diamonds."</p><p>The diamonds produced by the team confirm this idea. Bradby recalls, "Seeing these little rivers of Lonsdaleite and regular diamond for the first time was just amazing and really helps us understand how they might form [in nature]."</p>
New diamonds made to order<p>"Creating more of this rare but super-useful diamond is the long-term aim of this work," says Bradby.</p><p>While many may think of diamonds only for their ornamental value, their hardness makes them excellent for cutting through most anything, and they're used in some of the world's most advanced precision cutting systems.</p><p>Bradby notes that, "Lonsdaleite [in particular] has the potential to be used for cutting through ultra-solid materials on mining sites."</p><p>Next up: flight and x-ray vision. (Joking.)</p>
The COVID-19 pandemic is making health disparities in the United States crystal clear. It is a clarion call for health care systems to double their efforts in vulnerable communities.
- The COVID-19 pandemic has exacerbated America's health disparities, widening the divide between the haves and have nots.
- Studies show disparities in wealth, race, and online access have disproportionately harmed underserved U.S. communities during the pandemic.
- To begin curing this social aliment, health systems like Northwell Health are establishing relationships of trust in these communities so that the post-COVID world looks different than the pre-COVID one.
COVID-19 deepens U.S. health disparities<p>Communities on the pernicious side of America's health disparities have their unique histories, environments, and social structures. They are spread across the United States, but they all have one thing in common.</p><p>"There is one common divide in American communities, and that is poverty," said <a href="https://www.northwell.edu/about/leadership/debbie-salas-lopez" target="_blank">Debbie Salas-Lopez, MD, MPH</a>, senior vice president of community and population health at Northwell Health. "That is the undercurrent that manifests poor health, poor health outcomes, or poor health prognoses for future wellbeing."</p><p>Social determinants have far-reaching effects on health, and poor communities have unfavorable social determinants. To pick one of many examples, <a href="https://www.npr.org/2020/09/27/913612554/a-crisis-within-a-crisis-food-insecurity-and-covid-19" target="_blank" rel="noopener noreferrer">food insecurity</a> reduces access to quality food, leading to poor health and communal endemics of chronic medical conditions. The U.S. Centers for Disease Control and Prevention has identified some of these conditions, such as obesity and Type 2 diabetes, as increasing the risk of developing a severe case of coronavirus.</p><p>The pandemic didn't create poverty or food insecurity, but it exacerbated both, and the results have been catastrophic. A study published this summer in the <em><a href="https://link.springer.com/article/10.1007/s11606-020-05971-3" target="_blank">Journal of General Internal Medicine</a></em> suggested that "social factors such as income inequality may explain why some parts of the USA are hit harder by the COVID-19 pandemic than others."</p><p>That's not to say better-off families in the U.S. weren't harmed. A <a href="https://voxeu.org/article/poverty-inequality-and-covid-19-us" target="_blank" rel="noopener noreferrer">paper from the Centre for Economic Policy Research</a> noted that families in counties with a higher median income experienced adjustment costs associated with the pandemic—for example, lowering income-earning interactions to align with social distancing policies. However, the paper found that the costs of social distancing were much greater for poorer families, who cannot easily alter their living circumstances, which often include more individuals living in one home and a reliance on mass transit to reach work and grocery stores. They are also disproportionately represented in essential jobs, such as retail, transportation, and health care, where maintaining physical distance can be all but impossible.</p><p>The paper also cited a positive correlation between higher income inequality and higher rates of coronavirus infection. "Our interpretation is that poorer people are less able to protect themselves, which leads them to different choices—they face a steeper trade-off between their health and their economic welfare in the context of the threats posed by COVID-19," the authors wrote.</p><p>"There are so many pandemics that this pandemic has exacerbated," Dr. Salas-Lopez noted.</p><p>One example is the health-wealth gap. The mental stressors of maintaining a low socioeconomic status, especially in the face of extreme affluence, can have a physically degrading impact on health. <a href="https://www.scientificamerican.com/index.cfm/_api/render/file/?method=inline&fileID=123ECD96-EF81-46F6-983D2AE9A45FA354" target="_blank" rel="noopener noreferrer">Writing on this gap</a>, Robert Sapolsky, professor of biology and neurology at Stanford University, notes that socioeconomic stressors can increase blood pressure, reduce insulin response, increase chronic inflammation, and impair the prefrontal cortex and other brain functions through anxiety, depression, and cognitive load. </p><p>"Thus, from the macro level of entire body systems to the micro level of individual chromosomes, poverty finds a way to produce wear and tear," Sapolsky writes. "It is outrageous that if children are born into the wrong family, they will be predisposed toward poor health by the time they start to learn the alphabet."</p>Research on the economic and mental health fallout of COVID-19 is showing two things: That unemployment is hitting <a href="https://www.pewsocialtrends.org/2020/09/24/economic-fallout-from-covid-19-continues-to-hit-lower-income-americans-the-hardest/" target="_blank" rel="noopener noreferrer">low-income and young Americans</a> most during the pandemic, potentially widening the health-wealth gap further; and that the pandemic not only exacerbates mental health stressors, but is doing so at clinically relevant levels. As <a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7413844/" target="_blank" rel="noopener noreferrer">the authors of one review</a> wrote, the pandemic's effects on mental health is itself an international public health priority.
Working to close the health gap<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yNDc5MDk1MS9vcmlnaW4uanBnIiwiZXhwaXJlc19hdCI6MTYxNTYyMzQzMn0.KSFpXH7yHYrfVPtfgcxZqAHHYzCnC2bFxwSrJqBbH4I/img.jpg?width=980" id="b40e2" class="rm-shortcode" data-rm-shortcode-id="1b9035370ab7b02a0dc00758e494412b" data-rm-shortcode-name="rebelmouse-image" />
Northwell Health coronavirus testing center at Greater Springfield Community Church.
Credit: Northwell Health<p>Novel coronavirus may spread and infect indiscriminately, but pre-existing conditions, environmental stressors, and a lack of access to care and resources increase the risk of infection. These social determinants make the pandemic more dangerous, and erode communities' and families' abilities to heal from health crises that pre-date the pandemic.</p><p>How do we eliminate these divides? Dr. Salas-Lopez says the first step is recognition. "We have to open our eyes to see the suffering around us," she said. "Northwell has not shied away from that."</p><p>"We are steadfast in improving health outcomes for our vulnerable and underrepresented communities that have suffered because of the prevalence of chronic disease, a problem that led to the disproportionately higher death rate among African-Americans and Latinos during the COVID-19 pandemic," said Michael Dowling, Northwell's president and CEO. "We are committed to using every tool at our disposal—as a provider of health care, employer, purchaser and investor—to combat disparities and ensure the <a href="https://www.northwell.edu/education-and-resources/community-engagement/center-for-equity-of-care" target="_blank" rel="noopener noreferrer">equity of care</a> that everyone deserves." </p><p>With the need recognized, Dr. Salas-Lopez calls for health care systems to travel upstream and be proactive in those hard-hit communities. This requires health care systems to play a strong role, but not a unilateral one. They must build <a href="https://www.northwell.edu/news/insights/faith-based-leaders-are-the-key-to-improving-community-health" target="_blank" rel="noopener noreferrer">partnerships with leaders in those communities</a> and utilize those to ensure relationships last beyond the current crisis. </p><p>"We must meet with community leaders and talk to them to get their perspective on what they believe the community needs are and should be for the future. Together, we can co-create a plan to measurably improve [community] health and also to be ready for whatever comes next," she said.</p><p>Northwell has built relationships with local faith-based and community organizations in underserved communities of color. Those partnerships enabled Northwell to test more than 65,000 people across the metro New York region. The health system also offered education on coronavirus and precautions to curb its spread.</p><p>These initiatives began the process of building trust—trust that Northwell has counted on to return to these communities to administer flu vaccines to prepare for what experts fear may be a difficult flu season.</p><p>While Northwell has begun building bridges across the divides of the New York area, much will still need to be done to cure U.S. health care overall. There is hope that the COVID pandemic will awaken us to the deep disparities in the US.</p><p>"COVID has changed our world. We have to seize this opportunity, this pandemic, this crisis to do better," Dr. Salas-Lopez said. "Provide better care. Provide better health. Be better partners. Be better community citizens. And treat each other with respect and dignity.</p><p>"We need to find ways to unify this country because we're all human beings. We're all created equal, and we believe that health is one of those important rights."</p>
Researchers make the case for "deep evidential regression."
- MIT researchers claim that deep learning neural networks need better uncertainty analysis to reduce errors.
- "Deep evidential regression" reduces uncertainty after only one pass on a network, greatly reducing time and memory.
- This could help mitigate problems in medical diagnoses, autonomous driving, and much more.
Credit: scharsfinn86 / Adobe Stock<p>On the road, 1 percent could be the difference between stopping at an intersection or rushing through just as another car runs a stop sign. Amini and colleagues wanted to produce a model that could better detect patterns in giant data sets. They named their solution "deep evidential regression."</p><p>Sorting through billions of parameters is no easy task. Amini's model utilizes uncertainly analysis—learning how much error exists within a model and supplying missing data. This approach in deep learning isn't novel, though it often takes a lot of time and memory. Deep evidential regression estimates uncertainty after only one run of the neural network. According to the team, they can assess uncertainty in both input data <em>and</em> the final decision, after which they can either address the neural network or recognize noise in the input data.</p><p>In real-world terms, this is the difference between trusting an initial medical diagnosis or seeking a second opinion. By arming AI with a built-in detection system for uncertainty, a new level of honesty with data is reached—in this model, with pixels. During a test run, the neural network was given novel images; it was able to detect changes imperceptible to the human eye. Ramini believes this technology can also be used to pinpoint <a href="https://www.theguardian.com/technology/2020/jan/13/what-are-deepfakes-and-how-can-you-spot-them" target="_blank">deepfakes</a>, a serious problem we must begin to grapple with.</p><p>Any field that uses machine learning will have to factor in uncertainty awareness, be it medicine, cars, or otherwise. As Amini says, </p><p style="margin-left: 20px;">"Any user of the method, whether it's a doctor or a person in the passenger seat of a vehicle, needs to be aware of any risk or uncertainty associated with that decision."</p><p>We might not have to worry about alien robots turning on us (yet), but we should be concerned with that new feature we just downloaded into our electric car. There will be many other issues to face with the emergence of AI in our world—and workforce. The safer we can make the transition, the better. </p><p>--</p><p><em>Stay in touch with Derek on <a href="http://www.twitter.com/derekberes" target="_blank">Twitter</a> and <a href="https://www.facebook.com/DerekBeresdotcom" target="_blank" rel="noopener noreferrer">Facebook</a>. His new book is</em> "<em><a href="https://www.amazon.com/gp/product/B08KRVMP2M?pf_rd_r=MDJW43337675SZ0X00FH&pf_rd_p=edaba0ee-c2fe-4124-9f5d-b31d6b1bfbee" target="_blank" rel="noopener noreferrer">Hero's Dose: The Case For Psychedelics in Ritual and Therapy</a>."</em></p>
Can passenger airships make a triumphantly 'green' comeback?
Large airships were too sensitive to wind gusts and too sluggish to win against aeroplanes. But today, they have a chance to make a spectacular return.
We have the money to change the world. What's standing in the way?
- What does it actually take to drive large-scale change? Co-Impact founder and CEO Olivia Leland argues that it takes more than money, voting in elections, and supporting your favorite nonprofit. Solving complex global issues takes philanthropy in concert with community advocacy, support from businesses, innovation, an organized vision, and a plan to execute it.
- Leland has identified three areas that need to be addressed before real and meaningful change can happen. To effectively provide support, we must listen to the people who are already doing the work, rather than trying to start from scratch; make it easier for groups, government, and others to collaborate; and change our mindsets to think more long-term so that we can scale impact in ways that matter.
- Through supporting educational programs like Pratham and its Teaching at the Right Level model, Co-Impact has seen how these collaborative strategies can be employed to successfully tackle a complex problem like child literacy.
A new method is able to create realistic models of the human heart, which could vastly improve how surgeons train for complex procedures.
- 3D bioprinting involves using printers loaded with biocompatible materials to manufacture living or lifelike structures.
- In a recent paper, a team of engineers from Carnegie Mellon University's College of Engineering developed a new way to 3D bioprint a realistic model of the human heart.
- The model is flexible and strong enough to be sutured, meaning it could improve the ways surgeons train for cardiac surgeries.
Modeling incorporates imaging data into the final 3D printed object.
Credit: Carnegie Mellon University College of Engineering<p>The FRESH technique isn't currently able to 3D bioprint models onto which real cells can grow and form a functional heart, but similar methods may someday make that possible. If scientists can print functional human hearts, it could help the healthcare industry finally meet the demand for heart transplants, which <a href="https://nyulangone.org/news/nyu-langone-addresses-demand-heart-transplants-has-never-been-higher#:~:text=the%20Transplant%20Institute.-,The%20demand%20for%20heart%20transplants%20has%20never%20been%20higher.,rise%20by%20some%2050%20percent." target="_blank">far exceeds supply</a>.</p><p style="margin-left: 20px;">"While major hurdles still exist in bioprinting a full-sized functional human heart, we are proud to help establish its foundational groundwork using the FRESH platform while showing immediate applications for realistic surgical simulation," said Eman Mirdamadi, lead author on the paper, in a statement.</p><p>In the meantime, the team behind the FRESH technique hopes to use it to generate models for other organs, like kidneys and liver. </p>
The "lone genius" often gets the credit for big ideas, but real-world innovation is a team sport.
- Individuals like Elon Musk and Steve Jobs are often idolized as masters of ideas, but according to Whole Foods CEO John Mackey, it usually takes many people iterating and taking chances for a company to be truly innovative.
- Using Whole Foods as a case study, Mackey shares a story of how a bar experiment at one of his California markets evolved into a successful feature and spread to other locations.
- By giving teams the freedom to try (and fail) without being micro-managed, organizations can create a culture that allows innovation to happen, not one that tries to force it to happen.