A small proof-of-concept study shows smartphones could help detect drunkenness based on the way you walk.
- The legal blood alcohol concentration (BAC) limit for driving in the U.S is 0.08 percent. You can measure your BAC 15 minutes after your first drink and your levels will remain safe if you consume no more than one standard drink per hour.
- Portable breathalyzers can be used to measure BAC, but not many people own these devices.
- A small proof-of-concept study suggests that your smartphone could detect your drunkenness based on the way you walk.
The small study that could mean big things for alcohol testing<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yMzU3OTEzMi9vcmlnaW4uanBnIiwiZXhwaXJlc19hdCI6MTYzOTY0MDk0OH0.wFIh9fQoCEd7fGgw59Mn5nyp9c5yjQbCoVXQrx3AnNk/img.jpg?width=1245&coordinates=0%2C1307%2C0%2C880&height=700" id="df0bb" class="rm-shortcode" data-rm-shortcode-id="7c1e9a4575df74b89d0078c69a3dbd3d" data-rm-shortcode-name="rebelmouse-image" alt="alcohol impairment by BAC level chart" />
Image by gritsalak karalak on Shutterstock<p> While devices such as portable breath analyzers are available, not many people own them due to how expensive they are and the social stigma surrounding them. <a href="https://www.jsad.com/doi/10.15288/jsad.2020.81.505" target="_blank" rel="noopener noreferrer dofollow">This 2020 study</a> suggests smartphones could be an alternative. <a href="https://www.pewresearch.org/internet/fact-sheet/mobile/" target="_blank">According to PEW Research</a>, up to 81 percent of people own a smartphone.<span></span> </p><p> <strong>The study</strong> </p><p> For this small-scale study, there were 22 participants who visited the lab to consume a vodka-based drink that would raise their breath alcohol concentration to 0.02 percent. </p><p> Dr. Brian Suffoletto of the Stanford Medical School's Department of Emergency Medicine (and corresponding author of the study) explains to <a href="https://www.medicalnewstoday.com/articles/smartphones-measuring-walk-could-detect-drunkenness#Straight-line-walking" target="_blank">Medical News Today</a>: "I lost a close friend to a drinking and driving crash in college," Dr. Suffoletto says. "And as an emergency physician, I have taken care of scores of adults with injuries related to acute alcohol intoxication. Because of this, I have dedicated the past 10 years to testing digital interventions to prevent deaths and injury related to excessive alcohol consumption." </p><p> <strong>How it works:</strong></p><p> Before having the drink, each participant had a smartphone strapped to their back and was asked to walk 10 steps in a straight line and then back again. Every hour for the next 7 hours, the participants repeated this walk. </p><p> The sensors on the smartphone measured each person's acceleration and their movements (both from side to side and up and down). </p><p> <strong>This is not the first study of it's kind.</strong></p><p> Previous research (such as <a href="https://ieeexplore.ieee.org/document/7764559" target="_blank" rel="noopener noreferrer dofollow">this 2016 study</a>) has used machine learning to determine whether a person was intoxicated. That data, gathered from 34 'intoxicated' participants, generated time and frequency domain features such as sway area and cadence, which were classified using supervised machine learning. </p><p> This 2020 study showed promising results of the smartphone analysis: over 90 percent accuracy. </p><p> Researchers found through analyzing the data that 92.5 percent of the time they were able to determine if a participant had exceeded the legal BAC limit. </p><p> <strong>Of course, the study had some limitations.</strong></p><p> In real life, a person is very unlikely to keep their smartphone strapped to their back. Placing the phone in your pocket (or carrying it) could impact the accuracy. </p><p> This study also measured breath alcohol concentrations, which are on average <a href="https://pubmed.ncbi.nlm.nih.gov/24747668/" target="_blank" rel="noopener noreferrer dofollow">15 percent lower</a> than blood alcohol concentrations. </p><p> <strong>The implications of this small-scale study are exciting.</strong> </p><p> While this was a relatively small study, it is being used as a "proof of concept" marker for further research. Researchers on this project explain that future research would ideally be done in real-world settings with more volunteers. </p><p> Dr. Brian Suffoletto explains to <a href="https://www.medicalnewstoday.com/articles/smartphones-measuring-walk-could-detect-drunkenness#Over-90%-accurate" target="_blank" rel="noopener noreferrer dofollow">Medical News Today</a>: </p><p> "In 5 years, I would like to imagine a world in which, if people go out with friends and drink at risky levels, they get an alert at the first sign of impairment and are sent strategies to help them stop drinking and protect them from high-risk events, like driving, interpersonal violence, and unprotected sexual encounters." </p>
It doesn't help that Hollywood has cast the 'coder' as a socially challenged, type-first-think-later hacker, inevitably white and male.
We're safeguarding the world's seeds in the Arctic, why not our most precious data?
- Buried underground near the Svalbard Global Seed Vault is the Arctic World Archive safeguarding humanity's books, documents, and data.
- The Archive includes the massive GitHub library of software code behind the world's open-source applications.
- Information in the vault is stored on special media said to be durable for 1,000 years.
For a place that's so cold, Norway's Svalbard archipelago is downright hot when it comes to safeguarding some of humanity's most precious stuff. We've written before about the Svalbard Global Seed Vault that holds the world's backup supply of seeds capable of replanting our planet's flora should some horrible catastrophe occur. Since 2017, there's been another critical repository embedded about 91 meters down in that Svalbardian mountain: It's called the Arctic World Archive (AWA) and it holds the world's books, documents, and data from across the globe.
The Arctic World Archive
The AWA describes itself as "home to manuscripts from the Vatican Library, political histories, masterpieces from different eras (including Rembrandt and Munch), scientific breakthroughs and contemporary cultural treasures." Government and research facilities can store their data at AWA, as can private companies and individuals, for a price.
"Our ambition is to be a secure world archive to help preserve the world's digital memory and ensure that the world's most irreplaceable digital memories of art, culture and literature are secured and made available to future generations." — Arctic World Archive
AWA's first deposits were made by the National Archives of Mexico and Brazil, and have been joined by a growing number of entities from over 15 countries. These include the National Museum of Norway, the European Space Agency, the Museum of the Person, and major global corporations.
GitHub’s vault with a vault
Within the AWA is the GitHub Arctic Code Vault, located roughly 76 meters below the Svalbard surface. GitHub is the preeminent library of programming code for those who develop open-source software applications. Each directory — think: folder — of code is a GitHub repository. Together, it's a massive resource used continually by countless programmers storing and sharing their source code. GitHub says it has 37 million users and holds over 100 million repositories.
21 terabytes of GitHub data have already been moved to the code vault — or copied, presumably, since GitHub remains an active day-to-day resource — beginning with the 2019 deposit of 6,000 of the most important repositories GitHub held at the time. The latest transfer contains a snapshot of all of GitHub's active libraries as of February 2, 2020.
Says GitHUb's director of strategic programs, Julia Metcalf, "Our mission is to preserve open-source software for future generations by storing your code in an archive built to last a thousand years." It's hoped that the source code in the vault will provide insight into today's programming and provide a trail of bread-crumbs that reveals the workings of apps from our era, apps that may become foundational for future applications.
How to store data for the future
The lifespan of any given storage medium is brief. Gone the way of the dinosaurs are floppy disks, cassettes, and so on — a 10-year-old may even wonder what a CD was. "It is easy to envision a future in which today's software is seen as a quaint and long-forgotten irrelevancy, until an unexpected need for it arises," says the GitHub Archive Program website. So, AWA data is stored on a specially developed, digital archival film called piqlFilm — GitHub alone has filled up 186 reels of it so far. This may at first seem sort of a retro approach, but it's not.
piql, one of the two partners behind the AWA, developed the film. The company claims it can "keep data alive" for over 1,000 years, so long as one has an app that can read it, such as the open-source app GitHub has created. piql asserts that their film has undergone "extensive longevity testing," and can withstand electromagnetic exposure.
piqlFilm is made up of layers of silver halide on a polyester backing. The data, when written, looks similar to a QR code, although it can hold far more information: Each frame in piqlFilm can pack about 8.8 million microscopic pixels. A reel of piqlFilm loaded with these frames is almost a kilometer long and can thus store a truly massive amount of data.
Of course, it remains impossible to guess the capabilities of future humans (presumably) trying to decode all this data, so GitHub has a backup plan, a human-readable document called the "Tech Tree," which they describe as "a roadmap and Rosetta Stone for future curious minds inheriting the archive's data."
Warming up to Svalbard
Svalbard has a number of attributes that have made it attractive as a permanent storage site. It's a demilitarized zone by agreement between 42 nations. It's also quite remote. Plus, it's very cold and dry, for now.
When the seed vault was first contemplated, Svalbard seemed a place that could be counted on to remain frigid, with the underground vaults dug deep into the area's permafrost safe from moisture damage. However, conditions are changing more rapidly than anticipated thanks to climate change. The Arctic, says NOAA, is warming at "twice the rate relative to the rest of the globe."
Between 1971 and 2017, the temperature in the Svalbard area has risen by 3-5° Celsius. Svalbard's current average temperature is -8.7° C, but models suggests that with moderate global emission levels going forward it will go up by 7° C, and with heavy emissions up by 10° C.
Already, there has been at least one incident of ice melting and then freezing in the entrance to a seed vault tunnel. Also, less snow and ice means more rain, which can cause landslides in the previously stable local environment, and glaciers nearby are breaking up more frequently.
The seed vault's managers say, for now, that it looks like their vaults will be okay, and the people running the AWA and the GitHub Arctic Code Vault are also optimistic.
Three decades later, Python remains a favorite for coders and programmers.
- Since its release in 1991, Python has become one of the world's most popular general-purpose programming languages.
- Python enables programmers to write clear code with significant use of whitespace.
- From data mining and web programming to cybersecurity and game design, Python can be used for virtually everything online.
Keep your skills sharp while you stay inside.
- Due to the COVID-19 pandemic, many people are now spending more time at home.
- With the uptick in free time, now is an ideal time to learn new skills.
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