Skills shortages are easily brushed off as Covid collateral, but in fact, they are much more troubling signs of an education system that is not preparing people for the future of work. These issues stem from a union of education and employment that has been designed to fill specific criteria for the workforce, but the job market that young people are training for today will require a much greater emphasis on human skills to complement the repetitive tasks handled by AI and automation.
But bringing up young people with the human skills they need for a changing world of work is a mammoth task that must combine the powers of government, businesses, and dedicated organizations to reshape our education systems and integrate them with the communities they serve. I spoke with Justin van Fleet, Executive Director of the Global Business Coalition for Education (GBC-Education), about the need for a holistic and skills-centered approach to education, and how change needs to start as early as possible.
Could we interest you in a humanoid vessel to transfer your consciousness into?
Humans have always been fascinated with the concept of immortality but what seems to be even more exciting to some is the thought of using technology to make immortality a real-world application. A movement called transhumanism is even devoted to using science and technology to augment our bodies and our minds, and to allow humans to merge with machines, eradicating old age as a cause of death. So the big question is — can we really evade death?
From Hans Moravec’s classic book Mind Children to Gene Roddenberry’s iconic TV series Star Trek: The Next Generation, the idea of uploading a person’s feelings, memories, and experiences onto a machine, has been explored in many popular non-fiction and fiction works. However, whether or not mind uploading could become a reality, like 3D printers, robots, and driverless cars? We are yet to find out.
Transhumanism, briefly explained, means the modification of human beings through technology and engineering. It employs a variety of methods used to cure ailments, or upgrading humans just for the sake of it. Creating people that are smarter, stronger, healthier, or more productive.
It comes with plenty of social and ethical implications and challenges. How will we face this future? Let’s find out today.
Notes and References: [1] Harari, N.Y. (2017). Homo Deus: A Brief History of Tomorrow. HarperCollins Publishing: New York, NY [2] Niller, E. (2018, August 10). Why Gene Editing Is the Next Food Revolution. Time. Retrieved from https://www.nationalgeographic.com/environment/article/food-technology-gene-editing. [3] Epstein, L.R., Lee, S.S., Miller, M.F., & Lombardi, H.A. (2021). CRISPR, animals, and FDA oversight: Building a path to success. Proceedings of the National Academy of Sciences, 118(22) e2004831117, doi:10.1073/pnas.2004831117 [4] Park, A. (2019, August 6). CRISPR Gene Editing Is Being Tested in Human Patients, and the Results Could Revolutionize Health Care. Time. Retrieved from https://time.com/5642755/crispr-gene-editing-humans/ [5][Neuralink]. (2021, April 8). Monkey MindPong[Video]. YouTube. Retrieved from https://www.youtube.com/watch?v=rsCul1sp4hQ [6] Ritchie, H., Ortiz-Ospina E. & Roser, M. (2013). Life Expectancy. OurWorldInData.org. Retrieved from https://ourworldindata.org/life-expectancy. [7] Sinclair, D.A. & LaPlante, M.D. (2019). Lifespan: Why We Age and Why We Don’t Have To. Atria Books: New York, NY. [8] Kharpal, A. (2017, February 13). Elon Musk: Humans must merge with machines or become irrelevant in AI age. CNBC. https://www.cnbc.com/2017/02/13/elon-musk-humans-merge-machines-cyborg-artificial-intelligence-robots.html. [9] Humanity+ —World Transhumanist Association. (n.d.). Retrieved from https://humanityplus.org.
Do you want to learn more about Transhumanism? Check out these sources! [Kurzgesagt – In a Nutshell]. (2020, December 10). Can You Upload Your Mind & Live Forever?[Video]. YouTube. Retrieved from https://www.youtube.com/watch?v=4b33NTAuF5E. [Kurzgesagt – In a Nutshell]. (2017, October 20). Why Age? Should We End Aging Forever?[Video]. YouTube. Retrieved from https://www.youtube.com/watch?v=GoJsr4IwCm4&t=1s. [Kurzgesagt – In a Nutshell]. (2017, November 3). How to Cure Aging – During Your Lifetime?[Video]. YouTube. Retrieved from https://www.youtube.com/watch?v=MjdpR-TY6QU [BBC Ideas]. (2019, December 31). Transhumanism: Will humans evolve to something smarter? | A-Z of ISMs Episode 20 — BBC Ideas[Video]. YouTube. https://www.youtube.com/watch?v=RVmuU04-X5E
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In their quest to discover effective new medicines, scientists search for drug-like molecules that can attach to disease-causing proteins and change their functionality. It is crucial that they know the 3D shape of a molecule to understand how it will attach to specific surfaces of the protein.
But a single molecule can fold in thousands of different ways, so solving that puzzle experimentally is a time consuming and expensive process akin to searching for a needle in a molecular haystack.
MIT researchers are using machine learning to streamline this complex task. They have created a deep learning model that predicts the 3D shapes of a molecule solely based on a graph in 2D of its molecular structure. Molecules are typically represented as small graphs.
Right after the Big Bang, in the Planck epoch, the Universe occupied a space region with a radius of 1.4 x 10-13 cm – remarkably, equal to the fundamental length characterizing elementary particles. Analogue to the way nearly all cells contain the DNA information required to build the entire organism, every region the size of an elementary particle had then the energy necessary for the Universe’s creation.
As the Universe cooled down, electrons and quarks were the first to appear, the latter forming protons and neutrons, combining into nuclei in a mere matter of minutes. During its expansion, processes started happening slower and slower: it took 380,000 years for electrons to start orbiting around the nuclei, and 100 million years for hydrogen and helium to form the first stars. Even more, it wasn’t until 4.5 billion years ago that our young Earth was born, with its oceans emerging shortly after, and the first microbes to call them home for the first time. Life took over our planet in what seems, on the scale of the Universe, a sheer instant, and turned this world into its playground. There came butterflies and tricked the non-existence of natural blue pigment by creating Christmas tree-shaped nanometric structures in their wings to reflect blue’s wavelength only; fireflies and lanternfish which use the chemical reaction between oxygen and luciferin for bioluminescence; and it all goes all the way up to the butterfly effect leading to the unpredictability of the weather forecasts, commonly known as the reason why a pair of wings flapping in Brazil can lead to a typhoon in Texas. The world as we know it now developed slowly, and with the help of continuous evolution and natural selection, the first humans came to life.
Without any doubt, we are the earthly species never ceasing to surprise. We developed rationality, logic, strategic and critical thinking, yet human nature cannot be essentially defined without bringing into the equation our remarkable appetite for art and beauty. In the intricate puzzle human existence represents, this particular piece has given it valences no other known being possesses. Not all beauty is art, but many artworks both in the past, as well as today, embody some understanding of beauty.
To define is to limit, as Oscar Wilde stated, and even though we cannot establish clear definitions of art and beauty. Yet, great works of art manage to establish a strong thread between the creator and receptor. In contrast to this byproduct of human self-expression that encapsulates unique creative behaviour, beauty has existed long before our emergence as a species and isn’t bound to it in any way. It is omnipresent, a metaphorical Higgs field that can be observed by the ones who wish to open their eyes thoroughly. From the formation of Earth’s oceans and butterflies’ blue wings to Euler’s identity and rococo architecture, beauty is a subjective ubiquity. Though a question remains – why does it evoke such pleasure in our minds? What happens in our brains when we see something beautiful? The question is the subject of an entire field, named neuroaesthetics, which identified an intricate whole-brain response to artistic stimuli. As such, our puzzling reactions to art can be explained by these responses similar to “mind wandering”, involving “thoughts about the self, memory, and future”– in other words, art seems to evoke our past experiences, present conscious self, and imagination about the future. There needs to be noted that critics of the field draw attention to the superficiality and oversimplification that may characterize our attempts to view art through the lenses of neuroscience.
Withal, our fascination for art and beauty is certified by facts from immemorial times — let’s go back hundreds of thousands of years, even before language was invented. The past can prove our organic inclinations towards pleasing our senses and communicating ourselves to the world and posterity. Our ancestors felt the need to express themselves by designing exquisite quartz hand-axes, symmetrical teardrops which surpassed the pure functional purposes and represent the first artistic endeavours acknowledged. Around 100,000 years ago, the first jewellery (shell necklaces) were purposefully brought from the seashore as accessories for the early Homo sapiens in today’s Israel and Algeria. 60,000 years later, we marked the beginning of figurative art through the mammoth-ivory Löwenmensch found in today’s Germany, the oldest-known zoomorphic sculpture, half-human and half-lion. Just shortly after, we started depicting the reality of our everyday lives on cave walls: from cows, wild boars and domesticated dogs to dancing people and outlines of human hands; we told our stories the best we could, and we never stopped ever since.
We conferred the strongest of feelings to our workings, making them a powerful showcase of our minds and souls. Time gradually refined and sublimated our taste, going from Nefertiti’s bust to Johannes Vermeer’s Girl with a Pearl Earring, up to the point where Robert Ryman’s ‘Bridge’– a white-on-white painting, a true reflection of minimalism – was sold for $20.6 million. But what are we heading towards?
The future holds the enticing promise of a legacy like no other: passing the artistic capabilities to machines, the ultimate step in making them human-like. How would this be possible since real art cannot catch contour without the touch of human creativity? The emergence of computational creativity aims to prove us that designing machines exhibiting creative behaviour is, in fact, a possibility that can be achieved. The earliest remarkable attempt was AARON, a computer program generating artworks with the help of AI, with its foundations put in 1968 by Harold Cohen. It continued to be improved until 2016, but regardless of the switch between C programming language to the more artistic-friendly Lisp, it was still restricted to hard coding and could not learn on its own. A giant leap was made after Generative Adversarial Networks (GANs), first introduced in 2014, started being used for generating art. A noteworthy example is AICAN, “the first and only AI artist trained on 80,000 of the greatest works in art history”, its artworks having been exhibited in major New York galleries and dropping as NFTs in 2021. It is complemented by AIs that experiment with fragrances and flavours (such as the ones designed by IBM), or compose emotional soundtrack music (see AIVA). The artistic community allowed for other countless tasks to be taken over by AIs; take ArtPI, an API optimized for visual searching based on style, color, light, composition, genre and other characteristics. The world seeks to improve whatever can be improved, technology mimicking whatever can be mimicked, never seeming to run out of options and ideas.
For an indefinite period of time, we will continue to assimilate and replicate the world’s astonishing beauty, transposing it into art and eventually passing it on to machines. This idea of continuity is deeply rooted in human nature, giving us hope for the much-yearned transcendence: we want to feel that we can overcome our transience, loneliness, fears, and limitations. And art is here, for humans and posthumans alike, to serve this purpose for as long as we need it and yield beauty as never seen before.
Very technical and it’s from the usually secretive Calico.
Jacob Kimmel of Calico Labs discusses how cells can be reprogrammed to restore youthful expression through transient suppression of cell identity at Lifespan.io’s 2021 EARD conference.
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Jacob Kimmel is a Principal Investigator at Calico Life Sciences leading a research program focused on repurposing developmental programs to address aging and age-related disease. His recent work has revealed the influence of cell identity on aging trajectories, discovered mechanisms of age-related impairment in muscle stem cells and developed machine learning methods for the analysis of single-cell genomics data. Prior to Calico, Jacob completed Ph.D. training with Wallace Marshall and Andrew Brack at the University of California San Francisco where he developed methods to measure cell state transitions with timelapse microscopy techniques.
Calico (Calico Life Sciences LLC) is an Alphabet-founded research and development company whose mission is to harness advanced technologies and model systems to increase our understanding of the biology that controls human aging.
The annual Ending Age-Related Diseases (EARD) conference by Lifespan.io brings together longevity thought leaders together to exchange research reports, inspire and get inspired with new ideas, find collaborators, supporters, and mentors. In terms of thumbnails, maybe you can do something with the life cycle of a frog, but in reverse? The way he starts the presentation is by asking whether ontogeny or the origination of an organism, can be reversed.
Following last week’s surprise update, Google is back again with the December Feature Drop for Pixel owners. This time around, Google is bringing some Pixel 6-exclusive features to Pixel 4a 5G “or newer” Pixel devices. https://youtu.be/FmznwhHlCP8 These include the all-new Quick Tap to Snap, making it possible for you to quickly access and send Snaps through Snapchat right from the Lock Screen. Going along with the Quick Tap to Snap functionality, Google has introduced an all-new Pixel-exclusive lens called “Pixel Face”. The company claims that “more Pixel-exclusive Lenses” will arrive in future Feature Drops. In addition to the Feature Drop, this update includes the December Android Security Patch, and includes the following versions for these devices: Pixel 3a (XL): SQ1A.211205.008 Pixel 4 (XL): SQ1A.211205.008 Pixel 4a: SQ1A.211205.008 Pixel 4a (5G): SQ1A.211205.008 Pixel 5: SQ1A.211205.008 Pixel 5a (5G): SQ1A.211205.008 Owners of the Pixel 6 and 6 Pro will begin receiving their December updates “next week”. With last week’s update, Google announced compatibility with the Pixel 6 and 6 Pro to enable a digital car key with select BMW models. After being set up, you can simply place your Pixel on the key reader and press the engine start button. But now, Google is activating the Ultra-Wideband chip found in the Pixel 6 Pro to improve functionality. Not only will this make it easier to use your Pixel 6 Pro as a digital car key, but Google also states this will offer improved Nearby Share compatibility. Another new feature arriving for Pixel devices comes via the Sound Amplifier app. With this Feature Drop, Google is adding a new “Conversation Mode” to Pixel devices. This uses on-device Machine Learning to “help anyone who has a hard time hearing in loud environments by tuning out competing noise.” It works by pointing your phone at the person you want to have a conversation with, pinning the person, and then being able to actually enjoy hearing what they have to say. Google states this is a “sneak peek” version of the feature, but we could end up seeing it arrive for more devices in the future. Now Playing is getting an updated experience, as you’ll not only be able to identify the song with your Pixel but there’s a new music note icon next to the track information. When tapping on the music note, you’ll be able to save it as a favorite, while being able to view and search your history, along with the list of favorite songs. Keeping with the music trend, Google is bringing enhanced bass-level controls to the Pixel Buds A-Series. After the update has arrived, you’ll be able to adjust the slider between-1 and +4, which is “twice the bass range you currently have”. As we’ve seen with previous events, Google is adding a few new wallpapers to celebrate the International Day of Persons with Disabilities. In celebration of International Day of Persons with Disabilities, we collaborated with Dana Kearly, a disabled multidisciplinary artist from Vancouver B.C., to create three beautiful new wallpapers for the Curated Culture collection. Last, but certainly not least, Google is bringing car crash detection support to owners of the Pixel 3 or newer in Taiwan, Italy, and France. With this feature, your phone will check with you in the event that you are in a car accident. If you do not respond within the pre-determined amount of time, your Pixel will contact emergency responders and will provide your location.
Get 20% off your first Mack Weldon order and try out the Daily Wear System when you go to http://www.mackweldon.com/joescott and enter promo code “JOESCOTT” at checkout. From the potential of orbital railguns, to space elevators on the moon and Mars, to the threat of AI taking over your job, to the latest on Neuralink, today’s lightning round video features questions from Patreon supporters. Thanks for the great questions guys!
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Clearview AI, the company known for its facial recognition technology that fills its database with images it scrapes from the web, is a step closer to obtaining a US patent for its controversial tech. The company has received a “notice of allowance” from the US Patent and Trademark Office.