Category Archives: Computer Science

AI doom, AI boom and the possible destruction of humanity – VentureBeat

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Mitigating the risk of extinction from AI should be a global priority alongside other societal-scale risks, such as pandemics and nuclear war.

This statement, released this week by the Center for AI Safety (CAIS), reflects an overarching and some might say overreaching worry about doomsday scenarios due to a runaway superintelligence.The CAIS statement mirrors the dominant concerns expressed in AI industry conversations over the last two months: Namely, that existential threats may manifest over the next decade or two unless AI technology is strictly regulated on a global scale.

The statement has been signed by a whos who of academic experts and technology luminaries ranging from Geoffrey Hinton (formerly at Google and the long-time proponent of deep learning) to Stuart Russell (a professor of computer science at Berkeley) and Lex Fridman (a research scientist and podcast host from MIT). In addition to extinction, the Center for AI Safety warns of other significant concerns ranging from enfeeblement of human thinking to threats from AI-generated misinformation undermining societal decision-making.

In a New York Times article, CAIS executive director Dan Hendrycks said: Theres a very common misconception, even in the AI community, that there only are a handful of doomers. But, in fact, many people privately would express concerns about these things.

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Doomers is the keyword in this statement. Clearly, there is a lot of doom talk going on now. For example, Hinton recently departed from Google so that he could embark on anAI-threatens-us-all doom tour.

Throughout the AI community, the term P(doom) has become fashionable to describe the probability of such doom. P(doom) is an attempt to quantify the risk of a doomsday scenario in which AI, especially superintelligent AI, causes severe harm to humanity or even leads to human extinction.

On a recent Hard Fork podcast, Kevin Roose of The New York Times set his P(doom) at 5%. Ajeya Cotra, an AI safety expert with Open Philanthropy and a guest on the show, set her P(doom) at 20 to 30%. However, it needs to be said that P(doom) is purely speculative and subjective, a reflection of individual beliefs and attitudes toward AI risk rather than a definitive measure of that risk.

Not everyone buys into the AI doom narrative. In fact, some AI experts argue the opposite. These include Andrew Ng (who founded and led the Google Brain project) and Pedro Domingos (a professor of computer science and engineering at the University of Washington and author of The Master Algorithm). They argue, instead, that AI is part of the solution. As put forward by Ng, there are indeed existential dangers, such as climate change and future pandemics, and that AI can be part of how these are addressed and hopefully mitigated.

Melanie Mitchell, a prominent AI researcher, is also skeptical of doomsday thinking. Mitchell is the Davis Professor of complexity at the Santa Fe Institute and author of Artificial Intelligence: A Guide for Thinking Humans. Among her arguments is that intelligence cannot be separated from socialization.

In Towards Data Science, Jeremie Harris, co-founder of AI safety company Gladstone AI, interprets Mitchell as arguing that a genuinely intelligent AI system is likely to become socialized by picking up common sense and ethics as a byproduct of their development and would, therefore, likely be safe.

While the concept of P(doom) serves to highlight the potential risks of AI, it can inadvertently overshadow a crucial aspect of the debate: The positive impact AI could have on mitigating existential threats.

Hence, to balance the conversation, we should also consider another possibility that I call P(solution) or P(sol), the probability that AI can play a role in addressing these threats. To give you a sense of my perspective, I estimate my P(doom) to be around 5%, but my P(sol) stands closer to 80%. This reflects my belief that, while we shouldnt discount the risks, the potential benefits of AI could be substantial enough to outweigh them.

This is not to say that there are no risks or that we should not pursue best practices and regulations to avoid the worst imaginable possibilities. It is to say, however, that we should not focus solely on potential bad outcomes or claims, as does a post in the Effective Altruism Forum, that doom is thedefault probability.

The primary worry, according to many doomers, is the problem of alignment, where the objectives of a superintelligent AI are not aligned with human values or societal objectives. Although the subject seems new with the emergence of ChatGPT, this concern emerged nearly 65 years ago. As reported by The Economist, Norbert Weiner an AI pioneer and the father of cybernetics published an essay in 1960 describing his worries about a world in which machines learn and develop unforeseen strategies at rates that baffle their programmers.

The alignment problem was first dramatized in the 1968 film 2001: A Space Odyssey. Marvin Minsky, another AI pioneer, served as a technical consultant for the film. In the movie, the HAL 9000 computer that provides the onboard AI for the spaceship Discovery One begins to behave in ways that are at odds with the interests of the crew members. The AI alignment problem surfaces when HALs objectives diverge from those of the human crew.

When HAL learns of the crews plans to disconnect it due to concerns about its behavior, HAL perceives this as a threat to the missions success and responds by trying to eliminate the crew members. The message is that if an AIs objectives are not perfectly aligned with human values and goals, the AI might take actions that are harmful or even deadly to humans, even if it is not explicitly programmed to do so.

Fast forward 55 years, and it is this same alignment concern that animates much of the current doomsday conversation. The worry is that an AI system may take harmful actions even without anybody intending them to do so. Many leading AI organizations are diligently working on this problem. Google DeepMind recently published a paper on how to best assess new, general-purpose AI systems for dangerous capabilities and alignment and to develop an early warning system as a critical aspect of a responsible AI strategy.

Given these two sides of the debate P(doom) or P(sol) there is no consensus on the future of AI. The question remains: Are we heading toward a doom scenario or a promising future enhanced by AI? This is a classic paradox. On one side is the hope that AI is the best of us and will solve complex problems and save humanity. On the other side, AI will bring out the worst of us by obfuscating the truth, destroying trust and, ultimately, humanity.

Like all paradoxes, the answer is not clear. What is certain is the need for ongoing vigilance and responsible development in AI. Thus, even if you do not buy into the doomsday scenario, it still makes sense to pursue common-sense regulations to hopefully prevent an unlikely but dangerous situation. The stakes, as the Center for AI Safety has reminded us, are nothing less than the future of humanity itself.

Gary Grossman is SVP of technology practice atEdelmanand global lead of the Edelman AI Center of Excellence.

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AI doom, AI boom and the possible destruction of humanity - VentureBeat

Post-doctoral Research Fellow, School of Computer Science job … – Times Higher Education

Applications are invited for a Temporary post of a Post-doctoral Research Fellow Level 2 within UCD School of Computer Science.

Mild traumatic brain injury (mTBI), or concussion, is the most common type of traumatic brain injury. With mTBI comes symptoms that include headaches, fatigue, depression, anxiety, and irritability, as well as impaired cognitive function. Symptom resolution is thought to occur within 3 months post-injury, except for a small percentage of individuals who are said to experience persistent post-concussion syndrome. The number of individuals who experience persistent symptoms appears to be low despite clear evidence of longer-term pathophysiological changes resulting from mTBI.

UCD together with Contego Sports Ltd have established a new research programme, NProSend, focussed on the design and develop a computational head model (inclusive of N-Pro headgear) that can accurately predict the behaviour of the brain (specifically brain resonance patterns and transient development of stress and strain) when impacted according to typical Rugby-specific impact scenarios. We will deal with the identification and selection of sensor technologies (off-the-shelf) for the trial, contribution to the multi-modal specification and data analysis plans and identify ML models for the multi-modal datasets.

This is an advanced research focused role, building on your prior experience as a post-doctoral fellow, where you will conduct a specified programme of research supported by research training under the supervision and direction of a Principal Investigator.

The primary purpose of the role is to develop new or advanced research skills and competences, on the processes of publication in peer-reviewed academic publications and scholarly dissemination, the development of funding proposals, and the supervision and mentorship of graduate students along with the opportunity to develop your skills in research led teaching.

In addition to the Principal Duties and Responsibilities listed below, the successful candidate will also carry out the following duties specific to this project:

Post-doctoral Research Fellow Level 2 Salary range: 49,790 - 51,193 per annum.

Appointment on the above range will be dependent upon qualifications and experience.

Closing date: 17:00hrs (local Irish time) on 6th of June 2023.

Applications must be submitted by the closing date and time specified. Any applications which are still in progress at the closing time of 17:00hrs (Local Irish Time) on the specified closing date will be cancelled automatically by the system.

UCD are unable to accept late applications.

UCD do not require assistance from Recruitment Agencies. Any CV's submitted by Recruitment Agencies will be returned.

Prior to application, further information (including application procedure) should be obtained from the Work at UCD website: https://www.ucd.ie/workatucd/jobs/.

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Post-doctoral Research Fellow, School of Computer Science job ... - Times Higher Education

Why K-12 Schools Must Invest in Teaching Quantum Computing … – EdTech Magazine: Focus on K-12

Some States Add Quantum Computing to K-12 Curriculum

While the field is still developing, the White House is working with the National Science Foundation to get quantum learning materials to K-12 schools. Educators in Ohio and Texas have made this subject a high priority for K12.

Last year, Ohio updated its K-12 computer science curriculum to include quantum computing. Around the same time, Texas educators advocated in front of the state board of education for foundational quantum computing subjects such as physics to become mandatory, particularly to prepare students for careers in cybersecurity and IT.

LEARN MORE: Teaching emerging technologies empowers K12 students.

While quantum information science may not be part of every states curriculum, there are organizations working to fill the gap. Last summer, the University of Texas at Arlington offered its Quantum For Allworkshops for teachers and camps for students at several locations in Texas, Ohio and New York. The organization is planning to offer the camps and workshops again this year.

In 2020, The Coding School partnered with IBM, MIT and Oxford University to kick off Qubit by Qubit, the first global quantum computing course for students in high school and beyond. The yearlong program drew 7,500 students from around the world and has since offered additional camps, workshops and courses, and even a camp for middle school students.

RELATED: Schools are teaching the principles of computer science early.

Quantum computing is a really fantastic way to introduce students to interdisciplinary science, technology, engineering and math subjects, Warshay says.

The lessons start at a conceptual level aligned with skills students need to know for coding and relevant physics concepts, she adds. During a typical introductory class, instructors explain to students how quantum computers are differentfrom conventional computers and other machines.

For students interested in quantum computing work, the programs instructors and leaders discuss opportunities in higher education and the workplace, says Gabbie Meis, program manager for Qubit by Qubit. Our goal is creating and supporting and empowering more transdisciplinary educated young learners, regardless of whether they choose to go into quantum as well, she says.

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Why K-12 Schools Must Invest in Teaching Quantum Computing ... - EdTech Magazine: Focus on K-12

Obituary: Zachary Porter, Arts & Sciences student, 20 – The Source – Washington University in St. Louis

Zachary Porter, a rising junior in Arts & Sciences at Washington University in St. Louis, drowned Sunday, May 21, 2023, while walking on tidal mud flats near Hope, Alaska. He was 20.

Porter, from the Chicago suburb of Lake Bluff, Ill., was studying economics and mathematics in Arts & Sciences and computer science at the McKelvey School of Engineering.

Porter was a pitcher for the Washington University club baseball team, the Slayers; a member of Sigma Nu fraternity; a Campus Y volunteer at Wydown Middle School and local animal shelters; and a teaching assistant and tutor at McKelvey Engineering. His friends and he had many on every corner of campus say Porter possessed a boundless enthusiasm and innate talent for everything he tried, from data science to acoustic guitar.

Zach loved to challenge himself, said Aaron Held, Porters roommate. It wasnt just about getting good grades, which he did. It was about understanding the why behind everything he learned.

And he loved to help others, added fellow roommate Peter Nesin. On the weekends, Id roll out of bed at 11:30. And he would be like, I just got back from the pet shelter and now Im going to TA. Thats what made him happy.

Maria Canon, a senior lecturer in economics, observed Porters generous spirit in her econometrics course.

His passion to help others was reflected not only in his class project about the determinants of infant mortality, but also in how he helped classmates through his constructive feedback, Canon said. I remember reading the draft of another classmate and being surprised by the number of comments. Sure thing those were Zachs.

A talented athlete, Porter also loved sailing and was the Slayers top pitcher.

When Zach showed up for tryouts, it took one pitch and we were like, Oh yeah. Hes on the team, Slayers president Joseph Merkadeau said. He was clearly better than any pitcher on our team or anyone we would face.

But it was not Porters unhittable slider that endeared his teammates; it was his wry humor and easy nature. Porter managed the teams hilarious Twitter account and, on one memorable road trip, sang the entire Hamilton soundtrack note for note.

Hes always the first one to welcome the new guys and get people to come to events, Merkadeau said. The team will obviously be much worse without him there. It will also be less fun. He was the person who brought us together.

Porter is survived by his parents, Todd and Susan; and older sisters, Elizabeth and Sarah. Amemorial servicewas held on Sunday, May 28, on Sunrise Beach in Lake Bluff, Ill.The Porter family has startedThe Zachary Porter Foundation, currently maintained asThe Zachary Porter Fund, atthe Chicago Community Trust.The foundation willhelp subsidize enrichment activities, including music lessons, sports, park programs and outdoor field trips for kids who would not otherwise have access to these opportunities.In the longer term, The Zachary Porter Foundation aims to establish an outdoor space where species of all kinds can take refuge and children can learn about the natural world that Porter so deeply valued.

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Obituary: Zachary Porter, Arts & Sciences student, 20 - The Source - Washington University in St. Louis

Would Large Language Models Be Better If They Werent So Large? – The New York Times

When it comes to artificial intelligence chatbots, bigger is typically better.

Large language models like ChatGPT and Bard, which generate conversational, original text, improve as they are fed more data. Every day, bloggers take to the internet to explain how the latest advances an app that summarizes articles, A.I.-generated podcasts, a fine-tuned model that can answer any question related to professional basketball will change everything.

But making bigger and more capable A.I. requires processing power that few companies possess, and there is growing concern that a small group, including Google, Meta, OpenAI and Microsoft, will exercise near-total control over the technology.

Also, bigger language models are harder to understand. They are often described as black boxes, even by the people who design them, and leading figures in the field have expressed unease that A.I.s goals may ultimately not align with our own. If bigger is better, it is also more opaque and more exclusive.

In January, a group of young academics working in natural language processing the branch of A.I. focused on linguistic understanding issued a challenge to try to turn this paradigm on its head. The group called for teams to create functional language models using data sets that are less than one-ten-thousandth the size of those used by the most advanced large language models. A successful mini-model would be nearly as capable as the high-end models but much smaller, more accessible and more compatible with humans. The project is called the BabyLM Challenge.

Were challenging people to think small and focus more on building efficient systems that way more people can use, said Aaron Mueller, a computer scientist at Johns Hopkins University and an organizer of BabyLM.

Alex Warstadt, a computer scientist at ETH Zurich and another organizer of the project, added, The challenge puts questions about human language learning, rather than How big can we make our models? at the center of the conversation.

Large language models are neural networks designed to predict the next word in a given sentence or phrase. They are trained for this task using a corpus of words collected from transcripts, websites, novels and newspapers. A typical model makes guesses based on example phrases and then adjusts itself depending on how close it gets to the right answer.

By repeating this process over and over, a model forms maps of how words relate to one another. In general, the more words a model is trained on, the better it will become; every phrase provides the model with context, and more context translates to a more detailed impression of what each word means. OpenAIs GPT-3, released in 2020, was trained on 200 billion words; DeepMinds Chinchilla, released in 2022, was trained on a trillion.

To Ethan Wilcox, a linguist at ETH Zurich, the fact that something nonhuman can generate language presents an exciting opportunity: Could A.I. language models be used to study how humans learn language?

For instance, nativism, an influential theory tracing back to Noam Chomskys early work, claims that humans learn language quickly and efficiently because they have an innate understanding of how language works. But language models learn language quickly, too, and seemingly without an innate understanding of how language works so maybe nativism doesnt hold water.

The challenge is that language models learn very differently from humans. Humans have bodies, social lives and rich sensations. We can smell mulch, feel the vanes of feathers, bump into doors and taste peppermints. Early on, we are exposed to simple spoken words and syntaxes that are often not represented in writing. So, Dr. Wilcox concluded, a computer that produces language after being trained on gazillions of written words can tell us only so much about our own linguistic process.

But if a language model were exposed only to words that a young human encounters, it might interact with language in ways that could address certain questions we have about our own abilities.

So, together with a half-dozen colleagues, Dr. Wilcox, Dr. Mueller and Dr. Warstadt conceived of the BabyLM Challenge, to try to nudge language models slightly closer to human understanding. In January, they sent out a call for teams to train language models on the same number of words that a 13-year-old human encounters roughly 100 million. Candidate models would be tested on how well they generated and picked up the nuances of language, and a winner would be declared.

Eva Portelance, a linguist at McGill University, came across the challenge the day it was announced. Her research straddles the often blurry line between computer science and linguistics. The first forays into A.I., in the 1950s, were driven by the desire to model human cognitive capacities in computers; the basic unit of information processing in A.I. is the neuron, and early language models in the 1980s and 90s were directly inspired by the human brain.

But as processors grew more powerful, and companies started working toward marketable products, computer scientists realized that it was often easier to train language models on enormous amounts of data than to force them into psychologically informed structures. As a result, Dr. Portelance said, they give us text thats humanlike, but theres no connection between us and how they function.

For scientists interested in understanding how the human mind works, these large models offer limited insight. And because they require tremendous processing power, few researchers can access them. Only a small number of industry labs with huge resources can afford to train models with billions of parameters on trillions of words, Dr. Wilcox said.

Or even to load them, Dr. Mueller added. This has made research in the field feel slightly less democratic lately.

The BabyLM Challenge, Dr. Portelance said, could be seen as a step away from the arms race for bigger language models, and a step toward more accessible, more intuitive A.I.

The potential of such a research program has not been ignored by bigger industry labs. Sam Altman, the chief executive of OpenAI, recently said that increasing the size of language models would not lead to the same kind of improvements seen over the past few years. And companies like Google and Meta have also been investing in research into more efficient language models, informed by human cognitive structures. After all, a model that can generate language when trained on less data could potentially be scaled up, too.

Whatever profits a successful BabyLM might hold, for those behind the challenge, the goals are more academic and abstract. Even the prize subverts the practical. Just pride, Dr. Wilcox said.

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Would Large Language Models Be Better If They Werent So Large? - The New York Times

Fueled by problem-solving | MIT News | Massachusetts Institute of … – MIT News

Every time I try to solve a problem whether it be physics or computer science I always try to find an elegant solution, says MIT senior Thomas Bergamaschi, who spent four years learning how to solve problems while an Undergraduate Research Opportunities Program (UROP) student in the Engineering Quantum Systems (EQUS) laboratory at MIT.

Of course, he adds, there are many times where a problem doesn't have an elegant solution, or finding an elegant solution is much harder than a normal solution, but it is something I always try to do, as it helps me understand at most something. Another compelling reason is that these solutions are usually the simplest to teach other people, which is always appealing to me.

Now, as thephysics and electrical engineering and computer science (EECS) major ponders post-graduation life, he believes hes ready to tackle challenges in his career as a software engineer at Five Rings, where he had an internship. There are a lot of hard and interesting problems to be solved there, he says. Challenges are something that fuels me.

STEM family

Born in Brazil, Bergamaschi lived in the United States until he was 6, when his family moved back to a small town in rural Sao Paulo called Vinhedo. His Brazilian father is a software engineer, and his mother, who is from England, studied biology in college and now teaches English. He followed in the footsteps of his older brother, Thiago, who was the first in the family to be drawn to physics. And when his brother entered physics competitions in high school, Thomas did too.

He had high school teachers who encouraged him to study physics beyond the usual curriculum. One teacher accompanied me on many bus and plane rides to physics competitions and classes, he recalls. She was a huge motivator for me to continue studying physics and helped find me new books and problems throughout high school.

The younger Bergamaschi went on to win silver medals at the International Physics Olympiad and at the International Young Physicists Tournament, and more than a dozen other medals in national and regional Brazilian science competitions in physics, math, and astronomy.

MIT Time

Thiago Bergamaschi '21 joined MIT as a physics and EECS major in 2017, and his brother wasnt far behind him, entering MIT in 2019.

Bergamaschi ended up spending nearly all four years at MIT as a UROP student in the Engineering Quantum Systems (EQUS) laboratory, under the supervision of PhD student Tim Menke and Professor William Oliver. Thats when he was introduced to quantum computing his supervisors were constructing a device that had a phenomenon where many qubits could interact simultaneously.

This type of interaction is very useful for quantum computers, as it gives us a possible way that we can map problems we are interested in onto a quantum computer, he says. My project was to try to answer the question of how we can actually measure things, and prove that the constructed device actually had this coupling term we were interestedin.

He proposed and analyzed methods to experimentally detect many-body quantum systems. These systems are extremely important and interesting as they have many cool applications, and in particular can be used to map computationally hard problems such as route optimization, Boolean satisfiability, and more to quantum computers in an easy way.

This project was supposed to be a warmup project for his UROP. However, we soon noticed that the problem of accurately measuring these effects was a pretty tricky problem. I ended up working on this problem for around six months my summer, the fall semester, and the beginning of IAP [Independent Activities Period] trying to figure out how we can measure these effects.

He presented his research at the 2021 and 2022 American Physical Society March meetings, and published Distinguishing multi-spin interactions from lower-order effects in Physical Review Applied.

The experience of presenting my work in a conference and publishing a paper is a huge highlight from my time at MIT and gave me a taste of scientific communication and research, which was invaluable for me, Bergamaschi says. Being able to do research with the help of Tim Menke and Professor Oliver was inspiring, and is one of the largest highlights from my time at MIT.

He also worked with William Isaac Jay, a postdoc at the MIT Center for Theoretical Physics, on lattice quantum field theory. He studies quantum theories at the microscopic level, where strong nuclear interactions are relevant. This is particularly appealing as we can simulate these theories on a computer albeit usually a huge supercomputer and try to make predictions about phenomena involving atoms at a minuscule scale. I UROP'd in this lab over both my junior and senior year, and my project involved implementing techniques from one of these computer simulations, how can we go back to the real world and obtain something that an experiment would measure.

Brazil blues

Bergamaschi missed Brazil but found community playing soccer with intramural teamsOusadia and Alegria Futebol Clube, and eating churrasco with his friends at Oliveiras Brazilian-style steakhouse in Somerville, Massachusetts. He also loved going to college with his brother, who graduated in 2021 and is now pursuing his PhD in physics at the University of California at Berkeley.

One of my favorite memories of MIT is from my sophomore spring, when I managed to take two classes with him just before he graduated, he recalls. It was a lot of fun discussing physics problem sets and projects with him.

What also keeps him in touch with his homeland is working with Brazilian high school students competing in physics tournaments. He is part of an academiccommittee that creates and grades the physics problems taken by the top 100 Brazilian high school students. Those with top scores go on to the International Physics Olympiad. He says he sees this as a way to pay forward what his high school teacher did for him: to encourage others to study physics.

These olympiads were one of the main reasons for my interest in physics and me coming to MIT, and I hope that other Brazilian students can have these same opportunities as I had, he says. These students are all incredibly talented. A large amount of them end up coming to MIT after they graduate high school, so its a very gratifying and incredible experience for me to be able to participate and help in their physics education.

Post-graduation thoughts

What will he miss most at MIT? Late-night problem set sessions immediately before a deadline, trying to find a free food event across campus, and getting banana lounge bananas and coffee.

And what were his biggest lessons? He says that MIT taught him how to work with other people, handle imposter syndrome, and most importantly, unravel complicated challenges.

I think one of my major motivators is my desire to learn new things, whether it be physics or computer science. So, I am a big fan of very difficult problems or projects which require continual work but have large payoffs at the end. I think there are many instances during my time at MIT in which I worked all night for a project, just to get up and hop back on because of the excitement ofobtaining a result or solution.

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Grad profile: Tapping datadriven health solutions – Dal News – Dal News

This article is part of a series focusing on the grads of the Dalhousie Class of 2023. Spring Convocation runs from May 29 to June 7 in Halifax and Truro.Read all our profileshereas they are published, and for more information visit theConvocation website.

Nathaniel Brown's passion for probability and mathematics led him to explore a virtual computer programming course while attending high school in Shelburne, Nova Scotia. Little did he know that this initial leap would mark the beginning of an extraordinary journey into the realm of computer science.

Today, he stands as a renowned researcher, captivating audiences on the global stage with his groundbreaking work.

To Nathaniel, Dalhousies Faculty of Computer Science was an easy choice. The east coaster has a special appreciation for the ocean and hospitality of the region, but it was the Faculty of Computer Sciences reputation that first drew Nathaniel in.

It was very important to me to make sure that my professors were just as engaged on the teaching side as they were being world-class researchers, says Nathaniel.

Nathaniel started his educational journey as a Bachelor of Computer Science student, and his relentless pursuit of knowledge led him to pursue a Master of Computer Science. As he nears the completion of his degree with a focus on cutting-edge research in bioinformatics and genomics, Nathaniel eagerly anticipates his momentous walk across the stage on Thursday (June 1).

Nathaniel recently presented at conferences in Germany and the United States on his research in genomics and bioinformatics, which he describes as being at the intersection of biology and computer science.His research works to advance our understanding of how closely related these fields are and how we can enhance the future of healthcare using computer science.

Nathaniel strives to make his research on compact data structures easy to understand by using analogies.

Say you have a piece of paper you want to be able to crumple it up and squash it down and make it small. But, when you want to read words off the paper, you don't want to have to unfold it all again. You want to be able to keep it in a small space and maybe just look at little pieces you care about; thats what were doing with DNA code, he explains.

More than ever, health organizations are searching for tools to simplify and advance their screening and disease-identification processes, creating the need for efficient tools and technologies by researchers like Nathaniel.

Nathaniel dives deeper into the explanation of his research, adding to the above: This is very important for DNA, because after the Human Genome Project we had a human genome for reference, so we were able to use that to then take other people's DNA samples and do something called alignment.That means we take short pieces of DNA and look at where they might match up in that reference.

This has been very useful. However, if you just use one of these reference sequences, you'll get something called reference bias.Human DNA is 99.9 per cent the same, but the genome is so big that there can still be big stretches where people differ significantly from the reference. Pieces of DNA from those stretches may not match well enough to align them.

Squashing down very large DNA datasets is important because it means that instead of using one person's genome as a reference, you can use genomes from 100 or 1000 people.This allows the capture of genetic diversity in more than one population group.

Instead of just using a Eurocentric DNA reference which the first human genome was Nathaniel works to also capture the diversity of populations in Asia, Africa, South America, and beyond.

If you have more references to look at, you're more likely to pinpoint a spot that causes a rare disease, he explains. This becomes very important with increased computational resources to process all this information we're gathering, to actually make improvements in health.

There were two notable influences from the Faculty of Computer Science during Nathaniels time at Dalhousie. During his first semester, a course with Dr. Srini Sampalli made all the difference.

I was already familiar with Dr. Sampalli before going to Dalhousie and it's because his emphasis on teaching almost feels effortless, hes so engaged, it builds an incredible foundation.

Nathaniels second mentor is his current supervisor Dr. Travis Gagie, an associate professor. Dr. Gagie has been one of Nathaniels biggest supporters.

He challenged me to not just look at learning the material but to be great at the material, to see it and then be able to apply it, says Nathaniel. For me, that is what took me from a student to a researcher was being challenged in the safe environment of the classroom.

Nathaniel hopes to continue his research and make an impact on healthcare.

Working to make a bigger impact in healthcare on the theory side that eventually is going to change medicine and change the way that we can give personalized healthcare to people is the goal for me, explains Nathaniel. Especially as a biracial Nova Scotian, its very important because I see some of this in myself and some of my family members being left out of these approaches. Being able to bridge that gap specifically for those that have been neglected in the past such as minority groups and multi-ethnic populations.

Nathaniels research is fundamentally important to the future of equity, diversity, and inclusion in medicine.

During his time at Dalhousie, Nathaniel has contributed to two published papers and has been the recipient of several awards, including most recently the 2022 NSERC CGS-M award recipient for Academic Excellence and Research Potential.

Nathaniel has an impressive number of accomplishments on his resume already, including a life-changing scholarship early in his academic career recognizing his academic excellence and African Nova Scotian community involvement. Dalhousie Universitys Forsyth Family Nova Scotia Scholarship, valued at $80,000, is an award Nathaniel is still in disbelief about to this day and was a pivotal contributor to his ability to focus on his studies and research.

Following this award in his undergraduate degree, Nathaniel has also been awarded the Horatio Alger Canadian Scholar and the NSERC USRA/U Waterloo Undergraduate Research Fellowship.

All that being said, Nathaniels academic journey extends beyond graduating from Dalhousie. As he prepares to conclude his masters degree, he begins a new chapter in his life at Johns Hopkins University. Nathaniel has accepted an offer to pursue his PhD in Computer Science starting in the fall as the recipient of their Computer Science Fellowship award.

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Grad profile: Tapping datadriven health solutions - Dal News - Dal News

HBCU’s online program littered with pitfalls at students expense – USA TODAY

After six years working at a rental car company at the airport, Dayne Burns approached his 30s longing for a change.

So, it felt like fate in early 2021 when he saw Morehouse College in Atlanta was offering online classes. In promotional materials, the school touted its mission to serve prospective students like Burns, one of the millions of Black men in America who started college but never graduated. Beyond offering a degree, Morehouse was offering a second chance.

To help more men like you transform into the leaders they were meant to be, weve created an empowering, affordable educational experience thats accessible from anywhere in the country, said the Morehouse Online website.

For Burns, the opportunity to complete his studies at one of the nations top historically Black colleges and universities from his home in South Carolina felt like a way to turn everything around.

After being accepted, the setbacks started quickly and kept coming. Burns learned the advertised computer science degree wasnt ready. Only after starting classes did he discover that about half his college credits had not transferred, making him a freshman when he expected to be almost a junior. Confusion about the financial aid process led to Burns and others being dropped from classes a few weeks into his summer term.

After a year in the program, with the computer science degree yet to launch, Burns decided he was done.

This was a cash grab. I feel like they saw an opportunity and they knew that they could leverage their name, Burns said. One day, if they take it serious enough, this program could be something. But right now they wanted to get by on Were Morehouse. Give us your money. And well figure out the rest.

Burns frustration is with Morehouse, but the school isnt solely responsible for the program. Morehouse Online is a partnership between the 156-year-old institution and 2U, a for-profit education tech company that helps operate degree programs at institutions including Yale; University of California, Berkeley; and Emerson College.

Online program managers, of which 2U is among the most prominent, offer an enticing service for colleges looking to boost their enrollment numbers or add offerings because they take on much of the upfront work and cost of building an online program. The arrangements could be particularly alluring for HBCUs, which studies show have been chronically underfunded compared to other colleges.

In return for footing the upfront costs, the company also at times keeps a majority of the revenue. Under its agreement with Morehouse, 2U receives 60% of the programs revenue for up to a decade, according to the college.

Concerns over online program managers have been building for years. Critics say the revenue-sharing model incentivizes both partners to push for higher enrollment than a university can serve. Online program managers have less federal oversight than colleges, which education advocates say leaves them free to prioritize profits over student success.

The U.S. Education Department in February moved to expand the definition of third-party servicers to include companies such as 2U, a step that would require universities to disclose when they work with online program managers and subject them to further regulations. 2U is suing to block the expanded definition, saying the label has traditionally applied only to parties involved in financial aid. The department is considering revisions to its guidance.

Morehouse is the only all-mens historically Black college in the country and counts among its graduates Martin Luther King Jr., director Spike Lee and numerous congressmen and Cabinet secretaries. In launching the online program, the school and 2U offered returning students the opportunity to join that elite brotherhood and become a Morehouse Man for roughly half the price of an on-campus degree.

More than 5,000 people inquired about the program within three days of the February 2021 announcement, a school official said at the time. Morehouse Provost Kendrick Brown told USA TODAY that the school had expected to enroll fewer than 100 online students that first year. Faced with such high interest, it accepted twice that number in the first semester alone.

Morehouse and 2U have struggled to meet the demand, leaving students to pay the price. The school and 2U advertised the computer science major that caught Burns eye, only to shelve plans for the degree months later. Morehouse had intended to launch up to six majors within two years, but still offers just one: business administration.

Even then, the school has yet to develop all the classes for that program and is filling in the gaps by sending students to other schools. One Morehouse adviser is responsible for all of the programs students.

Current and former Morehouse online students who spoke with USA TODAY largely said they chose to share their frustrations because they support the college, believe the online program has potential and want to see improvements for future students. Even many with complaints praised the quality of the classes and said they have made meaningful connections with fellow students. Some students said the program has met their expectations.

Im happy I did it, and Im going to stick through it and see it forward. I think its amazing, the platform for learning about my own culture and learning about myself, said Teddy Dukuly, a 32-year-old clerical associate at the New York City Department of Environmental Protection. He cited a class on the history of Black entrepreneurship as particularly rewarding.

But many students also described persistent problems and setbacks, including some that mean it could take them longer and cost more to graduate than they had planned.

Last month, more than three-dozen online students signed a letter to Morehouse administrators saying that they were deeply concerned about a number of issues such as limited class availability, seemingly arbitrary acceptance of transfer credits and a lack of student support including high turnover among 2U-assigned advisers.

The students asked for a meeting with administrators and a written plan to address the problems.

We also ask that this plan give us a detailed sense even if the ideas are not final of where the online program is heading over the next 3 to 5 years with respect to projected enrollment, dedicated faculty and staffing, student support, degree program expansion and course offerings, the May 8 letter says.

The following week, a few days after USA TODAY informed the school of its plans to publish this article, Brown acknowledged to online students in an email that the schools entry into online learning has progressed more slowly than initially planned.

The provost said the school always planned to roll out the program in phases but faculty had to adjust classes to account for the non-traditional, degree-completion learning needs of Morehouse Online students. He listed nine classes currently in development, four of them required for graduation. He has instructed the schools records department to accept transfer courses from accredited colleges, he said, to fulfill those requirements.

Brown also said the school is hiring two program directors to support and advise students in the online program, and will launch a newsletter to keep students updated.

I have appreciated the grace many of you have extended to us as we strive to continually meet your learning needs so that you can complete your education, he wrote.

Christopher Chip Paucek, co-founder and CEO of 2U, praised the companys partnership with Morehouse and said it is normal for colleges to launch programs that are still being developed. But he stressed that Morehouse alone enrolls students, decides when a degree should be marketed and develops the curriculum. He said 2U launched the program on their timeline, with their approval.

Its our job to support the students through the program, Paucek told USA TODAY. But you know, obviously, they control the development of the courses, they control the approval of the courses, they control the timeline of the programs. And in this particular case, are there challenges in setting up these programs? Of course. We stand behind our partner in trying to face those challenges.

In a message earlier this week informing 2U employees of this impending article, Paucek said Morehouse Online was the colleges first entry into online learning and acknowledged that 2U has much less experience with undergraduate education programs conditions that resulted in some real operational challenges as the program was getting up and running. Paucek also criticized news coverage of his company as a predetermined narrative. He said that generally both Morehouse and 2U are pleased with the program, bumps aside.

Morehouse and 2U officials both described the program as an innovative and, at roughly $14,000 for tuition annually, affordable way for Black men to finish their degrees. Students can go at their own pace, and most in the program are taking classes part time. So far, just over 600 men have been accepted and taken at least one class, with approximately 325 enrolled in the most recent semester, according to the college.

Some students told USA TODAY they never thought they would be a Morehouse Man at this stage of their lives. For others those who started at Morehouse in their teens but didnt finish the online program is a chance to fulfill a long-stalled dream.

Paul Carr, 48, dropped out of Morehouse a few credits shy of graduating in 1997 but still considers his Morehouse classmates family. His children refer to his closest Morehouse brothers as uncle. He called the school one of the last places in the country where young Black men can learn in a safe space, unapologetically, without being attacked for their race or having to apologize for being excellent.

Carr recently skipped what would have been his 25-year class reunion because he wasnt really part of that graduating class. Not finishing had always stung.

I wanted to finish my degree and have integrity, he said.

But two years since enrolling in Morehouse Online, that hope has been replaced by disappointment.

Im not done, he said. And I have no idea when Im going to be done.

On an earnings call the week after Morehouse Online was announced, Paucek stressed that 2U was aiming to get better and faster at launching new programs.

You can see that in the case of an expectation of Morehouse to actually serve students this calendar year, even though we just announced it, Paucek said on the February 2021 call. If we can keep driving higher quality programs and get them rolling faster, thats better for our schools, better for our students.

Within Morehouse, some faculty worried the company and university were moving too fast.

Keith Hollingsworth, a business administration professor at the school, was chairman of a faculty committee that approved new courses.

$1 for the first 3 months.

He said some faculty initially had concerns about working with an outside company. But they ultimately approved the business administration degree in May 2021, about three months after Morehouse and 2U announced the program.

Meanwhile, the computer science degree languished in the universitys bureaucracy.

Hollingsworth said faculty members were surprised at the demand for the business degree and wanted to assess the quality of that program before launching another. They also worried about offering a second degree while business classes were still being developed.

The group ultimately sent the computer science proposal back to the computer science department for review.

You cannot offer it if the faculty hadnt approved it, and the faculty were still talking their way through it, Hollingsworth said. I dont know how 2U felt about that, but it really didnt matter. We cannot offer things that have not been approved yet.

The lack of faculty buy-in didnt stop Morehouse and 2U from continuing to promote the computer science degree. In marketing materials, they said the program would prepare students for graduate studies or entry into the workforce as a computer science professional at the highest level possible.

Youll be more than just a leader in computer science, the schools website said. Youll be a Morehouse Man.

Students planning to study computer science said they didnt find out the degree wasnt available until they were about to begin classes in August 2021. Several students told USA TODAY that those who planned to enroll in the program were assured the major was still coming and that they could transfer when it launched.

It was just really upsetting because you guys accepted me to do this, Burns said. And even when they realized they didnt have the computer science program, they never stopped advertising about it.

By September 2021, the school had added a disclaimer to its website that the major was pending approval by the Morehouse College Faculty and Board of Trustees, according to a digital archive of the programs website. Soon, after advertising it for roughly six months, computer science was no longer mentioned.

As the first students enrolled, the high demand and limited class options created a bottleneck. A Morehouse administrator notified students by email that some would likely see changes to their schedules.

We are trying to maximize our course schedules based on the overwhelming response in registering in our new online program, the official wrote. With the increased response, we have found that our courses are filling up so we are trying to accommodate as many of you as we can.

Kedric Benefield, a 47-year-old Morehouse Online student who lives near Atlanta and first attended Morehouse in 1993, said it has been unclear to many students what classes they need to graduate and when those classes will be available. From the start, he said, Morehouse did not lay out a clear path to graduation a phrase multiple students used in interviews with USA TODAY.

Benefield persevered and is among the students nearing graduation in business administration in the programs second year. But he has gotten there by taking six classes at Atlanta Metropolitan State College, a neighboring public college, through a partnership Morehouse entered with the institution.

He plans to take two of his last three classes at the Indiana Institute of Technology and Wesleyan College, a small womens college in Georgia, through another partnership Morehouse forged in April with an online course-sharing platform. In an email to students, the school said the option would allow them to graduate in a timely fashion.

Whats really disappointing to me is my last classes that I need for graduation wont be from Morehouse, Benefield said. The one degree that youre offering, you dont have the classes.

Brown, Morehouses provost, told USA TODAY that the first seven students graduated from the program last month. Brown said the school hopes to roll out two additional majors in the next academic year.

As for the computer science major, Brown said it is not atypical for a program to be promoted ahead of final approvals, especially when approval appears to be imminent. But he said that ultimately the school wanted to ensure the integrity of the program and that faculty believed it wouldnt meet the needs of non-traditional students.

Brown said the university tried to be forthcoming with students about the change in plans. He said the school apologized to students who signed up for the major and offered them refunds or the chance to enroll in the business administration degree.

Morehouse is committed to delivering an exceptional educational experience and was therefore willing to forego offering a degree program to preserve the highest quality experience, he said in a statement to USA TODAY.

When 2U launched in 2008, there were few prominent universities online and even fewer companies helping them translate in-person classes to digital spaces. It went public six years later after signing up nine academic partners which the company says have multiplied to more than 185 today. It also acquired edX, a nonprofit focused on free online courses, for $800 million in 2021.

As 2U has grown, so have criticisms of the company.

Last month, graduates of the University of Southern Californias online masters in social work sued the school, claiming its program, in partnership with 2U, is a degree mill. The suit alleges that the university has largely hidden 2Us involvement.

Though 2U is not named in the suit, its legal counsel Matthew J. Norden told USA TODAY the company reviewed the lawsuit and its internal records and said the claims are completely without merit. In a statement, university spokeswoman Lauren Bartlett said USC has one accredited Master of Social Work program that is, delivered through on-campus and online options.

We look forward to defending this matter in court, Bartlett said.

Ashley Bell, a former professor at Arcadia University, said that when 2U set up a virtual physician assistant program for the school, the company pushed the college to accept 65 students, beyond the typical class size for such programs, then failed to deliver the resources needed to serve the extra demand.

The quality of the program was simply not a concern to the (online program manager), she said during public comments at the March Education Department listening session related to the agencys proposed regulations.

At the same session, academic leaders also praised 2U. Helen Drinan, interim president of Pennsylvanias Cabrini University, said working with the company has allowed her institution to recruit students in new markets, bringing in much-needed revenue. She said that Cabrini couldnt have afforded to front the capital for online recruiting.

We only pay for 2Us services once we enroll and then reenroll students, Drinan said. We and 2U are together engaged in supporting persistence to graduation because it pays off for our students, for the university, and for 2U.

Among the services 2U provides its partners are student success advisers 2U employees who regularly check in with students in the program.

Two former 2U advisers told USA TODAY that despite what their job title implied, they often felt powerless to provide meaningful assistance to students. They said they mostly acted as go-betweens, connecting students with university departments, and as quasi-therapists to students struggling with personal challenges, a role for which they felt unprepared.

Because calls are recorded, they felt limited in how forthcoming they could be with students frustrated with their programs.

The former employees, who USA TODAY agreed not to name because they signed nondisclosure agreements with 2U, said the company in recent years increased its focus on hitting metrics goals, a shift one described as going from providing whatever the student needs to telling students what they need to keep them enrolled.

At times she told students more classes would be available from a university, she said, even if she did not know or believe that to be true. Students occasionally brought up taking a leave of absence from their studies. But even if the adviser felt that was in their best interest, she said she was required to follow guidelines and talking points aimed at keeping students enrolled.

The other past adviser said she was required to call students on leave as often as every 30 days, a practice she found extremely invasive, especially since some were taking time off for medical reasons.

I would safely say it felt more and more like a call center, she said.

As at a call center, 2U employees use software that alters their area codes to local numbers a Georgia area code when calling Morehouse Online students. Employee emails end in online.morehouse.edu.

Several Morehouse Online students told USA TODAY they were unaware when they were dealing with 2U staff, and some only learned from reporters that advisers they believed worked for the college actually worked for 2U.

Oh, wow, Burns said. That would explain why it felt like all of our student advisers were clueless themselves.

In his email last month to students, Brown pointed out that 2U employees are not academic advisers and said students should contact Morehouse staff with any academic questions.

Paucek told USA TODAY the company has never hidden its role but that going forward it will recommend to its partners that employees identify themselves more clearly. He also rejected criticism that the companys business model can lead to over enrollment, or that that is what happened with Morehouse Online. He said it takes years for 2U to receive a return on the investment of setting up a new program, and that only happens if students succeed.

This discussion, its a little forest from trees, he said. Were talking about a program that is 50% of the campus cost, creating access for people to attend one of the most important HBCUs ... in the United States. We hope it scales tremendously to help solve the problem. And we launched it on their timeline with their approval. And I think we did it pretty well.

Jay Davis, a 44-year-old Morehouse Online student who lives in Los Angeles, said it often feels as though his 2U adviser is figuring out things about the program at the same time as he is once with disastrous consequences.

A few weeks after he started classes in summer 2022, Davis said he got an email from the Morehouse financial aid office telling him to pay his balance due or be dropped. Davis, who believed that he had until the end of the term to pay, said his 2U adviser suggested the email was not a firm deadline.

Davis missed the cut off. Soon after, he went to log in for a class and found he no longer had access. Burns told USA TODAY that he similarly was unexpectedly dropped during the summer 2022 term because of confusion over financial aid. A professor who taught Spanish that summer said that about half of his class was dropped because of the mix-up. Davis took the fall off to save money before reenrolling, an eight-month delay in his studies.

For Davis, who had dropped out of Dillard University a small historically Black school in New Orleans in 2000 after he ran out of money, the poor guidance he received from his 2U adviser was about more than lost time. It was crushing, he said.

Your mind starts replaying what happened to you 20 years ago, he said. And all that doubt starts rising up to the top: Oh, you know, this just wasnt for you. Youll never finish school.

When Morehouse Online students get fed up with the programs growing pains, they often turn to one another for support through an online messaging group. Recently, the chat was flooded with students trying to piece together when classes they need would be available and venting about the school outsourcing courses to other institutions when they were promised a Morehouse education.

Benefield and others also formed a nonprofit to streamline communication with the university. The group in February 2022 sent a letter to the university administration outlining issues including the lack of course availability. In response, university officials held a town hall.

But Fred Quinn, 31, an online student who first attended Morehouse in 2009, said a university official also responded by telling the group to stop fundraising using Morehouses name after they had gathered donations to support students in need, such as those who had family members pass away.

We clearly love the school, said Quinn, who is transferring to another college this fall. We want this program to succeed, but there are brothers who are suffering in this process, and thats the last thing we need to come back to school to do.

Many of the students earlier attempts to earn their degrees were waylaid by unexpected life events and the complexity of higher education. According to the U.S. Census Bureau, roughly 2.2 million Black men 25 or older in America have some college credits but no degree. Morehouse and 2U officials stressed the desire to serve this demographic when they articulated their vision for the program.

Quinn said he failed to finish his first time at Morehouse when he missed a financial aid deadline following his grandfathers death in 2011 and returned from the funeral to find his belongings in the hallway outside his dorm room. Another student has taken classes for years at various institutions during breaks in military service but never had the time to fully commit to finishing a degree. Others said they became overwhelmed by the academic rigors and bureaucratic hurdles of higher education when they first enrolled.

Carr, the online student who was a few credits shy of graduating from Morehouse College in 1997, left school when his girlfriend became pregnant. He planned to take a one-semester break. Then life picked up the pace marriage, two more kids, a career and one semester stretched into 24 years.

Carr found success without a degree thanks to his grandmother, who started homes for at-risk youth and adults with mental illnesses in Detroit, a family business he now helps operate. But Carr never gave up on graduating.

When Morehouse announced its online degree completion program, it seemed like a perfect fit. Carr assumed he would be able to complete the political science degree he had started in 1993, especially given assurances by both Morehouse and 2U staff that more majors would be added.

I kept getting pitched that the political science department would be coming later, So just hold tight. Meanwhile, take these classes. And so thats what I did, he said.

That included paying for a class that Carr said he was later told he shouldnt have been enrolled in because he had taken an equivalent class during his time on campus.

Carr said it wasnt until he was well into the program that he realized a political science degree likely wouldnt materialize soon. If it doesnt, most of his political science credits do not apply to the business administration degree he is enrolled in, so it could take him at least another year and a half to finish.

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HBCU's online program littered with pitfalls at students expense - USA TODAY

Meet the extraordinary class of 2023 – Education – Irvine Standard

Click to view the special edition on the class of 2023

Across the city, the class of 23 will graduate this month, on its way to changing the world. These graduates are the realization of the Irvine Master Plans vision to create a City of Intellect designed around a world-class university with neighborhood schools at the heart of villages.

Inside, youll learn about a Harvard-bound senior who is already seeking cures for Alzheimers disease, a Stanford-bound senior who built an app to help homeowners conserve natural resources, and a UCI-bound student pledging to help fill the national need for more therapists treating young adults.

These accomplished and motivated students have been nurtured by extraordinary teachers and one of the nations best-educated groups of parents. Theyre the products of a California top 10 school district, a U.S. top 10 public university and a community college with the Golden States highest rate of transfers to four-year schools.

Dont be afraid to give everything you have into something, says University High School graduate Aniyah Shen. Read on to learn more about these exceptional young people who have been fearlessly focused on their futures.

Aniyah Shen

University H.S.

Stanford University: Human Biology and Creative Writing

Shen believes in a humanistic approach to science, with dreams of becoming a poet-physician. Shes won over 100 medals in the Science Olympiad and another 13 at Science Fair events. She also built an app to help homeowners conserve natural resources. Yet even with a 4.66 GPA, she is proudest of her human connections, staying in touch with teachers, mentors, classmates and extended family. As a freshman, she founded the Science Olympiad Student Coaching Committee, personally providing over 100 lessons and mentoring 37 student-coaches helping to launch five middle school teams.

Manasvini Varatharaj

Irvine H.S.

UC Irvine: Biological Sciences

Varatharaj is focused on helping the next generation. She helped launch a nonprofit to encourage kids to read and write and hosted a book drive that donated over 500 childrens books to a rural library in Sri Lanka. Be OK with hearing no, she tells younger students. Even if you are rejected for an opportunity, you may be redirected toward something more fitting or be paired with a mentor. Following an internship at Childrens Hospital of Orange County, she aspires to become a physician helping young patients.

Grace Zhou

University H.S.

Harvard University: Chemistry & Physics, and Classics

A classically trained violinist, Zhou has performed with the L.A. Philharmonic and co-directs the regional Back to Bach Project, which brings classical music to elementary students. I think exposure to music is an essential part of young peoples development, says Zhou, who holds a 4.54 GPA and also performs at local retirement homes and hospitals.

Andre Lombardi

Beckman H.S.

Rice University: Health Sciences and Organ Performance

Lombardi hopes to become a health care administrator at a major hospital while maybe, just maybe finding time to travel to war-struck countries to perform organ concerts. An accomplished musician, hes already sung at St. Peters Basilica in Rome and been selected as an organ scholar at Christ (formerly Crystal) Cathedral, performing on one of the worlds largest pipe organs. He also founded a nonprofit group that brings music and STEAM education to homeless youth. Regardless of where I end up, my goal is to constantly refine, adapt and root my actions to better serve the community by actively listening to myself and others, he says.

Emma Halle

Northwood H.S.

University of the Pacific: PreDentistry

Sportsmanship and sticktoit-iveness define Halle. Early in her basketball career, she lost confidence but persisted to eventually become team captain earning both a scholar-athlete award and this years Sportsmanship Award. She also pushed herself to take summer courses before her sophomore year, which prepared her for calculus and led to a 4.4 GPA. In the field of athletics, I love to support and watch female athletes pave the way for future female athletes and make history.

Owen Texter

Beckman H.S.

New Jersey Institute of Technology: Biomedical Engineering

Texter aspires to pursue medical advancements through entrepreneurship, using his skills in physics, math and engineering to help people. I am passionate about the way science is able to improve the lives of millions, says the varsity lacrosse player, who holds a 4.57 GPA. Last summer, he interned at Life Science Outsourcing, gaining valuable real-world experience as a data and production analyst. He hopes his career, as well as his volunteering at Marys Kitchen and the Orange County Rescue Mission, will leave a lasting impact on the world.

Anika Nandakumar

Beckman H.S.

Harvard University: Linguistics and Literature

Nandakumar serves as principal bassist in Beckmans chamber orchestra, is one of the countys top high school dancers, volunteers with children and is an aspiring lawyer. My lifelong goal has always been to be in the room where change happens, she says, so law is the pathway I want to pursue. A lover of literature and languages, she already has published a paper on linguistics. Find what you genuinely love and run with it, she says.

Abigail Chu

Northwood H.S.

UC Davis: Cell Biology

A scholar, athlete and volunteer, Chu was named MVP of the girls basketball team her junior year and Coachs Player her senior year. She volunteers at the citys annual Global Village Festival and at Lakeview Senior Center, where she helps seniors with tech problems on their phones, tablets and computers. Her dream is to become a veterinarian because she believes that healing animals to ensure they can comfort their owners is the best way I can help people.

Cooper Novosel

Woodbridge H.S.

Georgetown University: Nursing

Volunteering with the Red Cross and at nursing homes steered Novosel toward a career in nursing. These were amazing experiences that showed me I wanted to have a direct impact in helping people, he says. His success in school, sports (varsity tennis team) and the community earned him multiple local and state scholarships, which will prepare him to become a psychiatric mental health nurse practitioner. Try new things and put yourself out there, he advises younger students. Youll figure it out.

Ana Rodriguez

Woodbridge H.S.

Baldwin Wallace University: Music Theater

After moving to Irvine from the Dominican Republic in 2020, Rodriguez made new friends through theater. I love being able to share stories with audiences, she says. The connection it creates is magical. Starring as Ariel in the schools production of The Little Mermaid reinforced her desire to become a professional actress. Rodriguez, who volunteers at the Orange County Rescue Mission, also is passionate about being kind to others without expectation of something in return. We never know what someone is going through, so being kind really has an impact.

Neil Pal

Irvine H.S.

UC Berkeley: Engineering

Community is important to this aspiring tech entrepreneur. As a youth coordinator for the Irvine 2/11 Marine Adoption Committee, hes organized several donations to support Marine families. The Eagle Scout also has initiated book drives, community cleanups and helped save two lives one on a plane and one on a camping trip using his Scout emergency medical training. I am committed to using my skills and expertise to make a difference and create a better world for all, says this recipient of several school, city, state and international awards.

Kara Lao

Woodbridge H.S.

UC Santa Barbara: Political Science

You can add athletics, art and altruism to Laos 4.4 GPA. As co-captain of the girls basketball team, she led them to a Pacific Coast League title last year. She also founded the schools Makerspace Club, which uses 3D printers, laser-engraving tools and CNC milling machines to create everything from personalized cards to electric guitars and fiber-optic dresses. And she organizes events for students with disabilities in preparation for the Special Olympics. She plans to attend law school, she says, to become a lawyer to defend womens rights.

Vritti Chopra

San Joaquin H.S.

Duke University: Computer Science and Public Policy

An avid reader and writer, Chopra has amassed over 30,000 followers on TikTok, where she talks about books. She also founded Musicmakery, a nonprofit that provides free, virtual musical education to students in grades K-6, and mentors students in voice and music theory. She serves as ASB president of San Joaquin High, an IUSD Virtual Academy, and this year was selected to go to Sacramento to speak with state senators, lobbyists and California Department of Education officials. My goal is to become a novelist, she says. I write short stories, compete in writing competitions, and I am currently writing a full-length novel.

Camden Peterson

Irvine H.S.

UC Merced: Civil Engineering

A member of the water polo team all four years, Peterson served as captain the last two years, mentoring younger players and leading the team to the state finals while earning the leagues MVP title. During the summer, hes a popular volunteer coach of the Irvine Swim Leagues College Park Splash. Proudest thing Ive done in my life is honestly just making my parents proud, he says. Doing things that theyd want to see me do and just being a kid theyd like to have.

Arman Nemati

Woodbridge H.S.

Princeton University: Public and International Affairs

Nemati wants to become a lawyer specializing in international law and human rights. Immigrating to America from Iran came with many benefits, but at first he struggled with his identity, he says. Over time, I realized how beautiful it is and that I can take pride in where I come from. He co-founded a Persian cultural club and took an interest in international politics and relations. His advice to freshmen? Do things youre passionate about and get outside your comfort zone, says Nemati, who holds a 4.65 GPA. That will help you grow as a person.

Alex Richmond

Portola H.S.

UCLA: Biochemistry

Richmond broke six track-and-field records at Portola, earning the Pacific Coast Leagues track MVP title all while maintaining her high standards in the classroom. My favorite subjects are all STEM classes I love chemistry and science, says the scholar-athlete. Along the way, Richmond also found time to package over 1,000 meals for the needy and, as a former gymnast, teach kids tumbling. Now shes focused on her lifelong dream of becoming an orthodontist to help children build confidence behind their smiles.

Caitlyn Liao

University H.S.

UC Berkeley: Political Economy

Liao helped Uni win the 2020 National High School Ethics Bowl, in which 500 teams competed in rounds by analyzing cases about complex ethical dilemmas. We won as public-school underdogs in a competition largely dominated by East Coast private schools, she says. In 2021, they placed second. Liao also leads two musical groups at school, including an a cappella vocal group, and plans to become a policymaker who can better the lives of every citizen.

David Kim

Portola H.S.

Harvard University: Neuroscience

Kim leads three nonprofits, including the Student Research Society, which he founded to connect students with local research professors. I want to inspire the next generation of scientists and innovators, says Kim, who graduates with a 4.57 GPA. Hes already begun researching brain cancer and Alzheimers disease to one day, hopefully, identify cures for these seemingly incurable diseases.

Maya Krajicek

Beckman H.S.

University of Utah: Business Administration

Dance has been Krajiceks passion since she was 3. It allows me to portray my emotions through simple movement and creates a sense of happiness in my mind, she says. It also has given her a wealth of friends, mentors and opportunities. She flourished on the schools Connect Team, helping new students adapt by being a friend they could reach out to. And shes long been a volunteer at soup kitchens, hospitals and childrens dance studios, saying, I like to put a smile on others faces.

Annabel Tiong

Northwood H.S.

Massachusetts Institute of Technology: Biological Engineering

Tiong dreams of becoming a virologist who someday eradicates an infectious disease. She already has conducted research projects on hepatitis B virus, hepatitis delta, Alzheimers disease and traumatic brain injury. She leads Northwoods Science Olympiad, Biology Olympiad and Odyssey of the Mind clubs and placed fourth in the nation at the USA Brain Bee, which tests students knowledge of neuroscience. I am passionate about research, she says. Ive met so many amazing people and grown so much because of how its pushed me academically.

Alexis Nguyen

B.A., Art History

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Meet the extraordinary class of 2023 - Education - Irvine Standard

Overcoming the tech skills confidence gap – Chief Learning Officer

The growing use of technology across job functions is designed to streamline processes, boost productivity, improve customer service and reduce costs. Unfortunately, it can also discourage job seekers from applying for positions because of concerns that they lack the right tech skills.

And its not just in tech-specific roles. Today, marketers are expected to have experience in coding, data analytics and UX design; financial services roles increasingly require experience with programming languages such as Python and MATLAB; and even health care professionals benefit when they have a better understanding of Epic, the leading electronic health record system in the U.S.

To prepare the workforce for the jobs of the future and reduce the tech skills confidence gap, companies must play a greater role helping educate emerging talent in schools. This will provide more people with opportunities to build their tech competency, giving them the confidence to pursue careers they might otherwise find out of reach. Even more importantly, it will help build the tech-ready workforce the country desperately needs.

Public-private partnerships can build a strong tech foundation

While many think younger Americans are digital natives with tech skills that go far beyond social media, research shows this often isnt the case.

A Dell study found over a third of Gen Z felt that their school education did not prepare them with the technology skills needed for their planned career and 56 percent received either very basic or no digital skills training. When it comes to the tech workforce specifically, a CompTIA study of 18-34 year-olds revealed a confidence gap that is discouraging them from pursuing tech careers.

In the U.S, K-12 public schools often have limited resources and time to go beyond the basic curriculum of English Language Arts and math, especially in the elementary grades. This is where leading businesses can help fill the tech skills gap.

While companies may not be able to directly influence whats taught in the classroom, there are opportunities to work with school districts to offer access to tech experts, lessons, materials and other resources such as financial assistance.

The following ideas are thought starters to help companies develop programs that work best for their business and community.

Elementary School (Grades K-6)

In the elementary grades, educators often focus on teaching technology basics such as search techniques, password management and digital citizenship. These are all important skills, but theres an opportunity to go further as emerging tech becomes more user-friendly and accessible to everyone.

Coding, artificial intelligence and augmented reality have become more mainstream, making it easier for educators to not only incorporate these disciplines into lesson plans, but teach them to their students.

Corporate learning and development can play a pivotal role by partnering with school districts to provide professional development to teachers so they can work with students each day, offering to run after-school coding classes to reinforce students learning and planning fun tech competitions to give students an opportunity to exhibit what skills they learned.

Because even the youngest students ask why they need to know certain skills, business and learning leaders can also help teachers make the connection between the tech being used in the classroom and whats happening in the real world using their companies as examples.

Finally, theres an opportunity to provide administrators and teachers with informational sessions on everything from how to stay safe from cyber security threats to responsible use of AI chatbots like ChatGPT. As technology rapidly advances, these early introductions in students education can give them a significant head start toward rewarding careers.

Secondary School (Grades 7-12)

Across the U.S., 53 percent of public high schools offer foundational computer science classes, but participation can be unequal, especially among underrepresented groups such as girls and economically disadvantaged students.

One issue is that even young people dont understand that coding programs have become more accessible and intuitive, and that coding skills can be put to many uses from building websites and apps to creating digital art. Another issue is that districts may not advocate coding programs because they dont have enough funds and staff, or administrators dont see the value.

Theres an opportunity for companies to step in to help educate students, parents, teachers and administrators about the computer science field to help overcome these obstacles. They can also connect students with computer science professionals through mentor programs, tech fairs, school assembly presentations and on-site company visits.

In fact, a Gallup report found that students with computer science role models are over 10x more likely to say they will pursue a computer science career than students without.

The journey needs to continue in higher ed

Its not just young job seekers who have a lack of confidence when it comes to workforce preparation. Employers also feel the next generation isnt ready.

While most organizations value a college degree, they also express that higher education institutions need to make more progress in getting students ready for the corporate world, including developing better tech and soft skills.

Students are eager and see the value as well. According to a Cengage study, 66 percent of college graduates want more real world work experiences and believe colleges should prioritize school-sponsored co-ops and internships as well as mentorships and introductions to local businesses.

But the onus shouldnt fall solely on colleges and universities to provide these opportunities. Instead, business and learning leaders can take a few steps to help build better partnerships in higher education by:

Theres a long way to go before the tech skills confidence gap is a thing of the past, and the route to get there can seem overwhelming. But inaction will only allow the problem to grow as tech increasingly becomes more advanced and pervasive in our workplaces.

If corporations want to have a tech-savvy future workforce, theyll need to fully collaborate with educators now to build a solid tech background that starts early in a childs life and continues throughout their educational journey and beyond.

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Overcoming the tech skills confidence gap - Chief Learning Officer