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Peter Kalmus: As a species, were on autopilot, not making the right decisions – The Guardian

Last month a Nasa data scientist, Peter Kalmus, chained himself to the entrance doors of the JP Morgan Chase building in Los Angeles. A video of a short speech he gave about global heating before he was arrested was shared multiple times on social media. In the clip, voice faltering, he told the public: Im here because scientists are not being listened to we are going to lose everything and we are not joking. He spoke to the Observer in a personal capacity.

What drove you to nonviolent protest?Its this mounting feeling that I need to do more. I have a sense of desperation, because of the wide gulf between what the science says society needs to do and how it feels like everything is heading in the opposite direction. World leaders and people not understanding that were in an emergency.

Then the question comes to me, if Im sitting with the science every day, and I want to protect my kids and young people and non-humans, what do I do? Ive been on this 16-year journey trying to answer that question, and civil disobedience seemed like something good to try. Im ashamed to say that it took me this long.

Do you think more scientists should be talking directly to the public about how they feel?Oh, absolutely. Because were not just brains in a vat, were humans. The reason oceanologists, ecologists and climate scientists are studying these living systems is because they deeply love them and care about them. Uniformly, across the board, theyre all seeing these massive declines and theyre seeing these systems dying in front of their eyes. I know theyre feeling strong emotions.

Civil disobedience has been far more effective at communicating urgency than anything else Ive tried.

Last week the UK Met Office said there was a 50% chance that in one of the next five years, 1.5C of warming will be breached. The aviation industry was found to have met only one of 50 climate targets. And a Guardian investigative report revealed that fossil fuel companies are planning huge carbon bomb projects that will drive climate catastrophe. Thats a pretty standard week in the global heating news cycleThis has been just ramping up and ramping up over the years. Its only going to get more intense as we go forward. Thats why I feel this desperation to end the fossil fuel industry as quickly as possible. Ending the fossil fuel industry is the main thing we need to do to take the pressure off the Earth system and to at least start to stabilise at where were at. Then, these news stories will likely start to stabilise as well. But yeah, its getting more intense, isnt it? Thats where were at now. Thats a normal week for 2022. What is 2024 going to be like? Whats 2025 going to be like?

The mean temperature on the planet keeps going up with every tonne of fossil fuel we burn. At some point youre going to surpass all of these different milestones. Its no secret that the fossil fuel industry has been planning to make as much profit as they can from extracting and selling fossil fuel, no matter what happens to the planet, to us, and to future generations. I dont think we should just talk about future generations any more, because people are dying right now, all around the world. Thats going to happen more as we approach deadly human heat thresholds in certain regions that the human body cant actually live through. Its diabolical that these industrialists wish to take short-term profits at the expense of literally everything.

Are the agreements and pledges made at Cop meetings sufficient or effective? Last week the Guardian ran a story revealing how few of the pledges have been acted onThe esteemed climate scientist Michael Mann, right after Cop26, wrote an op-ed where he proclaimed victory. He said Cop26 was not a failure. I wrote an op-ed the next day saying that it was absolutely a failure, and that its very dangerous not to recognise it as a failure, because that, again, decreases the urgency of dealing with the problem. If we consider that as not a failure, what happened at Cop26, then the public can sort of have this feeling that the people in charge are doing what they need to do, which is absolutely not the case. Theyre not doing what they need to do.

The fossil fuel industry has deeply penetrated politics and even the Cop process itself. It will do everything it can to throw a monkey wrench in the works and to delay action. Its up to the leaders of the world to stand up to that and to say: A livable planet is more important than your profits. We are not going to allow this process of delay to continue. What worries me is that, in this critical year between Cop26 and Cop27, every signal that were getting from world leaders is that fossil fuels will continue to expand.

President Biden is begging Opec to expand production. Hes opening new lands for drilling in the Gulf of Mexico and public lands of the US. Right now, what Im seeing from world leaders, including Biden, is that theyre using the bully pulpit of their position to urge the expansion of fossil fuels. Theyve completely stopped talking about taking climate action.

The effects of the Ukraine war on energy prices offer a golden opportunity for massive investment in renewable energy and phasing out fossil fuels. But the political class doesnt see it that wayThe leaders of the world are squandering a historic opportunity to make that transition to renewables. Instead, theyre using it as an opportunity to expand the fossil fuel industry, and the fossil fuel CEOs are rubbing their hands in glee at whats happening right now. They cant believe their good fortune that Putin invaded Ukraine.

Can you explain the stranglehold that the fossil fuel industry has over the American political system? Sometimes, as an outsider, you see the wildfires on the west coast, you see that Florida is sinking, and it doesnt make senseTheres this kind of equilibrium of corruption that has developed. They know which politicians campaigns to support for maximum return on their investment. For them, its a tiny investment. Then, somehow theyve also managed to capture the media. They certainly have the Fox News network on their side, but somehow, even the non-conservative side hasnt been reporting the story as it should, that this is an emergency for the planet. The public dont sense any urgency from the media. Therefore, the politicians that are taking these campaign donations from the fossil fuel industry are not being held to account.

It runs deeper doesnt it? The right to drive wherever and whenever is part of the American dream, any politician who challenges that gets massive pushback. The price of gas or petrol is an emotive issue.Three-quarters of global heating is caused by burning fossil fuels. Everything else we talk about planting trees, carbon captures, carbon offsets is just rearranging deckchairs.

The thing weve got to do to avoid hitting the iceberg is to end the fossil fuel industry as quickly as we can. The problem with not protecting the interest of the working class as we make this transition is that they would effectively rise up against any climate policies that made their lives unlivable because of high energy costs. We saw that happen a few years ago with the gilets jaunes [yellow vests] in France.

The only way we can get the working class on board is if the transition away from fossil fuels is effectively subsidised by the ultra rich, which means there does need to be a redistribution of wealth.

You are talking about systematic change leading to a new economic system. When people hear that, they hear degrowth. They feel its going to impact their standard of living.People need to understand that all degrowth really is, is a switch in the goal of the economic system. We need to change the goal of the system from the accumulation of capital to the flourishing of all people, not just people in the global north, also people in the global south, and the flourishing of all life on this planet, because our economic system is embedded in the biosphere. If we take down the biosphere, we lose everything, and we dont have an economic system any more. Thats why we desperately need to change the goal of the system to the flourishing of everyone and all life on the planet.

But many individuals like driving, flying and eating beef. They feel the climate movement wants to take away things they enjoyThey do. Theres different kinds of pleasure in life, right? Like getting deeply involved in your community, or feeling like youre involved in something deeply meaningful, like humanity getting on a better course and the future being better for your children.

I would argue that, through my experience, those kinds of pleasures are actually more sustaining. Theyre deeply satisfying. Theyre less superficial. But yeah, I know that its a hard sell. It almost takes a spiritual practice to be able to kind of come out of the addictions of modern life, which are very enticing.

That was the reason that I wrote my book [about reducing his carbon footprint by 90%], because I wanted to get the message out that theres actually a lot of pleasure in making these kinds of changes. I didnt know whether it would resonate with people or not. It turned out to resonate with a much smaller fraction of people than I expected.

Is there anyone in American politics that you look to, or a generation of younger representatives who might be able to articulate and sell this kind of vision?Not really, no, its pretty bleak. Bernie Sanders, hes not young, but he was the closest one that I ever saw to articulating this vision. Just understanding that were at risk of losing everything. He would say things like: I know my climate plan is expensive, but whats the alternative?

We have to do whatever it takes to save this planet. Because if we degrade the life support systems of this planet, we effectively lose everything. Were going down this very dangerous slide and we dont know exactly how far down it takes before we lose X, or before we lose Y, or before this system on the planet breaks down. But we know that the further down we slide, the more were going to start going past those sort of collapse points. Bernie Sanders got that. Ive never seen anything that Joe Biden has said or done to convince me that he understands that. I dont think he understands what grave danger were all in.

Why dont you run for office, Peter?Then, Id have to stop being a scientist. There was a new poll where only 42% of Americans thought that climate change was a very serious problem less than half of Americans. Thats a huge problem for electoral politics.

42% thats almost a half-full glass. Only a few more percent, youre in business.I will say that whichever elected leader makes climate action their top priority and stops the degradation of Earth, they will be remembered by history as one of the most visionary leaders of all time. Nothing could be more clear to me than that.

I do think theres a way to sell this kind of stuff Im saying to the American people. Because the jobs that will be created are a tremendous economic opportunity.

Theres an incredible amount of stuff that we need to build, at least initially. We have to build alternative infrastructure, so that we can feed ourselves, and we can clothe ourselves, and we can transport ourselves without fossil fuels.

Do you feel your own mental health is suffering, because youre so fluent in the data and the politics of global heating?Im constantly fending off this sort of ocean of climate anxiety thats in my brain. When that ocean rises to a high enough level, I cant really function any more. I get stressed. I am not very fun to be around. My ability to write degrades hugely. The strongest practice I have to keep that ocean of anxiety at bay is a meditation practice, called Vipassana.

It takes two hours a day to do this practice. It takes a 10-day silent retreat once a year to kind of build up the batteries. But if Im doing it, then I have zero climate anxiety. Im fully aware of the emergency, but it unlocks my ability to be able to do everything I can, to work as hard as I can to sound the alarm, basically.

I used to take vacations in the High Sierra, to kind of recharge through nature, but it doesnt work any more. Because last summer we took a five-day backpacking trip up there with my younger son and my partner, the three of us. It was too depressing to me, because in the two years that Id walked on that trail, the John Muir trail, the tree mortality was just outrageous. There were so many dead trees all along the path. Streams and ponds that had once been flowing at that time of year, two years earlier, were bone dry, because of the drought. I cant go. Its just too painful for me now. When Im in the mountains, Im constantly feeling climate grief. Thats not a way for me to deal with my climate anxiety any more, unfortunately.

Do you understand why some younger people are deciding not to have children, because of the climate crisis?If I were in their place, I would also choose not to have children. Its a hard thing to say. Its so heartbreaking to have this sense that the future is getting worse, and that its going to be worse for your kids. Now it feels like its getting worse at a very fast rate. One thing I desperately want before I die is to have a feeling that the future is going to be better.

That weve switched this corner and weve started to change the system towards flourishing for all, and weve come out of this madness of billionaires, and fossil fuel, and money in politics. Thats what I want to feel. Ill feel grief from maybe the loss of the Amazon rainforest, and the loss of most of the worlds coral reefs, but mixed with that grief, I long for a feeling of solidarity. I long to feel a faith in humanity once again, because right now Im not so sure. Theres some tremendous people out there, but it feels like, as a species, were just on autopilot and were not making the right decisions. I long to feel that were doing things better.

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Peter Kalmus: As a species, were on autopilot, not making the right decisions - The Guardian

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Cypher 2022: Indias Largest AI Conference is Back in-Person, to Be Held in Bengaluru from 21 – 23 September – Devdiscourse

Bengaluru, Karnataka, India Business Wire India Cypher 2022, the sixth edition of Indias biggest AI conference, is back as an in-person event after a break of two years. Started in 2015 as Analytics India Magazines flagship event, Cypher 2022 will be held between September 21 and 23 at Hotel Radisson Blu, Bengaluru. Powered by Fractal, the summit will see an impressive lineup of more than 100 speakers and around 1000 attendees from more than 300 organisations.

The event will host a throng of big names among data scientists, techies, CXOs, analytics startup players, VCs and analytics aspirants from across the country. Cypher began with the intent of being a platform to connect professionals in the field and continues to offer an excellent opportunity for interaction and exchange of ideas between members of the ever-growing analytics ecosystem. Besides industry leaders, the event will also count respected academics and researchers among its attendees.

This years edition will feature talks that shall highlight the innovations in this area that will power the next wave of change in technology in the face of a world that is becoming more sceptical about the data revolution.

The summit has been broadly divided into three parallel sessions across the three days with these tracks - thought leadership, knowledge sessions and hands-on workshops. Apart from this, the conference will also include podcasts, exhibitions, masterclasses and discussions on well-executed use cases.

Cypher 2022 will also present the Data Science Awards 2022 in collaboration with Great Learning Institute which will recognise the best in data science under the four categories of best emerging data science startup of the year, best data science project of the year, best AI/ML implementation and data science award for social good.

Bhasker Gupta, Founder and CEO of Analytics India Magazine said, We are doubly excited to announce the sixth edition of Cypher in its in-person form after a two-year gap. With Cypher 2022, we aim to build upon the loyal community in analytics that is increasing at a dynamic pace. It's a rare opportunity to listen to the different perspectives of innovators and experts from the analytics and AI community, and network with the whos who of the industry. We want participants to engage, learn and build connections but also more importantly, have fun while doing it all. Download the app to engage with the analytics community and stay updated. One can also download the Attendify app (for android and iOS) and search for Cypher 2022.

To find more details about the event, visit http://www.analyticsindiasummit.com.

About CYPHER 2022 CYPHER, hosted by Analytics India Magazine is Indias most far-reaching AI conference. This year will mark the sixth edition of the summit and the first in-person event in two years. Cypher offers a chance to network and learn from leading thought leaders, companies and startups in the analytics, data science and artificial intelligence discipline. Visit http://www.analyticsindiasummit.com for more info.

About Analytics India Magazine Analytics India Magazine was founded in 2012 and has since been dedicated to passionately championing and promoting the analytics ecosystem in India. It has been a pre-eminent source of news, information and analysis for the Indian analytics ecosystem and extensively covers opinions, analysis and insights on the key breakthroughs and developments in the field. It engages in the promotion and discussion of ideas with smart, ardent, action-oriented individuals who want to change the world. With a dedicated editorial staff and a network of more than 250 expert contributors, AIMs stories are targeted at futurists, AI researchers, data science entrepreneurs, analytics aficionados and technophiles.

PWR PWR

(This story has not been edited by Devdiscourse staff and is auto-generated from a syndicated feed.)

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Cypher 2022: Indias Largest AI Conference is Back in-Person, to Be Held in Bengaluru from 21 - 23 September - Devdiscourse

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500k shared between big data and AI projects at Welsh universities – Nation.Cymru

//= do_shortcode('[in-content-square]')?> Bangor Universitys Prince Madoc ship. The university will deploy radar technology along the Welsh coastline. Picture by Reading Tom (CC BY 2.0).

Welsh Universities will share a 500k fund aimed at ensuring that Wales will become an international leader in the field of data science and artificial intelligence.

Bangor, Aberystwyth, Swansea and Cardiff universities will use the Welsh Government Wales Data Nation Accelerator fund to develop 22 projects with a focus on developing the economy, sustainability and improving quality of life.

Among the projects, Bangor University will support the environment by developing software tools to deploy radar technology along the Welsh coastline.

This will provide marine renewable developers, ports and local authorities with valuable, real-time information about the waves and currents in our coastal waters. This research will help find better sites for renewable energy and improve safety.

Professor Matthias Eberl in the School of Medicine at Cardiff University will use AI to help prevent sepsis in abdominal surgery patients, while Aberystwyth University are supporting the agricultural sector by using AI to quickly identify parasites common in grazing livestock in Wales.

Minister for Education and Welsh Language, Jeremy Miles said that Wales was home to fantastic higher education research.

It is great to see our universities working together to make sure Wales is on the forefront of developments in data science and artificial intelligence, he said.

I am pleased that this funding has helped support projects with the power to improve peoples lives here in Wales and further afield.

WDNA is an example of how a strong higher education sector can support all aspects of our lives and make sure were prepared for the future.

High-quality

Minister for Economy, Vaughan Gething said that research, science, and technology had never been more important in terms of supporting solution-focussed projects and outcomes to tackle the major global problems.

I am confident this new funding will support our universities, working with industry partners, to use the very latest technological innovation in data science and artificial intelligence to do just that, he said.

In doing so, they will help boost the Welsh economy by helping to create the industries of the future, which will generate the new high-quality jobs we want to see across Wales.

For the price of a cup of coffee a month you can help us create an independent, not-for-profit, national news service for the people of Wales, by the people of Wales.

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500k shared between big data and AI projects at Welsh universities - Nation.Cymru

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When remote working is a business model – Analytics India Magazine

Founded in March 2018, Turing.com is an AI-powered deep jobs platform. It currently covers 100 technologies and 15 job titles, ranging from entry-level roles to engineering directors and CTOs. Our mission is to unleash the worlds untapped human potential. Companies all over the world are going remote and are on the lookout for top-notch engineering talent, said Vijay Krishnan, co-founder and CTO at Turing.com.

In an exclusive interview with Analytics India Magazine, Vijay spoke about how their AI-powered platform enables companies to hire and manage remote developers with a push of a button.

Vijay Krishnan: In the wake of the pandemic, were seeing a transition in how software developers are switching jobs for better compensation and work-life balance. Job openings have hit a new record level and more and more companies are switching to an all-remote or hybrid work setup. As a result, companies are offering competitive salaries to attract and retain top talent.

This offers tremendous opportunities for companies hiring for new positions but of course, creates challenges with retention. It also makes it clear that the recruiting industry has to be able to take developer preferences into account, not merely hiring company preferences.

Remote work would be a great way to satisfy both preferences since as a result of remote work, candidates have a large pool of companies/jobs to choose from and companies/jobs too have a large pool of candidates to choose from, which in turn maximises the change of companies hiring ideal candidates and vice versa.

Vijay Krishnan: India is a key focus market for us. We have seen Indian developers bringing significant value to the clients and the opportunity to work with top US companies, the flexibility to work from anywhere and get very attractive salaries is welcomed by the Indian developers. We have started India focused community events, marketing activities and developer upskilling workshops to enhance our penetration and focus here.

Vijay Krishnan: We are an AI-backed Intelligent Talent Cloud that helps customers source, vet, match, and manage the worlds best developers remotely. We are a 100% data-driven organisation that leverages, analyses, and exploits various data sources. We build models to serve our customers and developers worldwide.

Our AI team includes various sub-teams that solve the analytics and ML problems for needs classified into supply, vetting, growth, demand, operations and matching. We use AI to solve challenging problems, including demand forecasting, pricing optimisation, automated vetting, and adaptive search/ranking, to name a few.

Turing gets around 25,000 new developer registrations in a week. These developers upload their CVs and share data about their experiences on our portal. They also take various tests on the portal, including skill-specific MCQs and coding challenges.

Tracking the developers in each of the vetting stages, predicting who can be fast-tracked, and extracting maximum signals about the developers profile to match them in near future customer job requirements is key. This process involves multiple projects handling different steps and components during this journey using their own analytics techniques and ML models. Ensuring that we build a rich trove of this data continuously and collaboratively is an engineering and governance challenges.

Turings solution to handle this challenge includes

a. Building a robust data engineering pipeline and lake with a library of common analytical views and components.

b. Leveraging a hybrid data store comprising cloud storage, databases, and feature stores.

c. Continuously evolving shared feature store to have versioned developer features and updates into the same.

d. Versioned ML Models and techniques having the ability to apply them to historical data quickly and measure the impact on key business metrics.

e. Use of frameworks like mode and Jupiter hub to ensure easy and seamless collaboration.

f. A/B testing and feature flag-driven product development to quickly check the hypothesis.

g. Fast and easy logging infrastructure integrated into every component

h. Heavy collaboration between product engineering and AI/ML teams where the data needs of every feature getting built get vetoed by the latter.

Vijay Krishnan: AWS, GCP, BigQuery, Node, React, Python. We build our services with tech stacks that are scalable and reliable. We design with a distributed application framework and the microservices architecture. They allow us to easily scale any service component on the platform and continue to support high throughput and low latency service delivery.

This empowers Turings engineering teams to continue building functionalities into our product with fast iteration and better quality control. We run both service stacks and AI workloads on multiple clouds including AWS and GCP to leverage the best cloud technologies to support our product offerings. Our tech stacks continue to evolve as we see the need for business growth. Today, we run node.js with react, however, we have taken one step further by looking into solutions like gRPC and GraphQL to prepare us for the next phase of the business expansion.

Vijay Krishnan: While AI today (esp. Deep AI) does its own feature selection and modelling, these steps work towards the goals set by humans using the data collected for human purposes. If the data is biased, it can amplify injustice even by accident.

Discrimination against a sub-population can be created unintentionally, and thats the fairness issue at the core of AI ethics. The responsibility of ensuring this does not happen lies on the teams before deploying any model to test for such bias.

Before answering how one can handle this issue at scale, it is crucial to understand how the problems originate and manifest.

Handling this issue at scale requires

Vijay Krishnan: At Turing, each of our teams is led by very experienced senior AI/ML professionals who primarily do the job of asking the right questions to the teams working with data. They ensure that the testing is adequate and they collaborate to discuss what the models have uncovered rather than focusing just on their outputs.

We are constantly trying to understand what the data is saying to us, which features are correlated, why the behaviour does not match the hypothesis, etc. Detecting, spotting, and questioning any trend helps us identify the biases. We also give ample time to experiment before finalizing and deploying things into engineering. The A/B testing helps us track unwanted outcomes even if it gets accidentally introduced despite all this care. There are just no deviations allowed from this iron fist process.

Since our data is proprietary and not third-party data, our data privacy issues are simpler. We follow all the best practices for data protection measures for securing the database and cloud access.

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When remote working is a business model - Analytics India Magazine

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‘Physicists Have Always Been Philosophers’: In Conversation With Frank Wilczek – The MIT Press Reader

The Nobel Prize-winning physicist discusses free will, time travel, and the relationship between innovation and scientific discovery.

Todays scientific landscape teems with conversations and interactions between scientists and humanists. The cutting edge of new knowledge is the product of collaboration across traditional disciplinary boundaries; it emerges, I believe, from places where researchers from diverse backgrounds come together to solve concrete problems.

This is the premise that sparked the idea for my book Is the Universe a Hologram? Scientists Answer the Most Provocative Questions, which comprises a series of interconnected dialogues with leading scientists who are asked to reflect on key questions and concepts about the physical world, technology, and the mind. These thinkers offer both specific observations and broader comments about the intellectual traditions that inform these questions; in doing so, they reveal a rich seam of interacting ideas.

When the book went to press a few years ago, I hadnt yet had a chance to sit down with Frank Wilczek, the Nobel Prize-winning physicist whose work Ive long admired. Our conversation which took place in 2020 during his visit to the city of Valencia, Spain, as a member of the jury of the prestigious Rei Jaume I Awards made its way into the recently published Spanish edition of the book titled De neuronas a galaxias (From neurons to galaxies). Im so pleased to share our discussion, translated and edited for length, below.

Adolfo Plasencia: Professor Wilczek, lets jump right into a difficult but, I think, fascinating subject. In my dialogue with the physicist Ignacio Cirac, a pioneer in the field of quantum computing, he said that quantum physics in a way takes into account free will. Its a bold statement, and Ive been eager to get your take on it. Do you agree with Cirac?

Frank Wilczek: I think the question can be understood in two different ways. So let me answer each of them separately.

The first interpretation is to ask whether quantum mechanics explains the phenomenon of free will, or whether there is something else that must be taken into account in our description of the world which is not within the scope of quantum mechanics or which is not within physics as we understand it. And the answer is that we dont really know for sure. But there seems to be a very good hypothesis that I think scientists are in fact adopting, and it is that the phenomena of mental life, including free will, can be derived from the physical embodiment of mind in matter. So what we call emergent phenomena are qualitatively different behaviors that can be very difficult to see in the basic laws but can emerge in large systems with many components that have a rich structure. So, for example, when neurobiologists study the nervous system, when they study the brain, they adopt the working hypothesis that thought, memory all mental phenomena have a physical basis, have a physical correlate.

Another aspect is that you can ask yourself if, when we do physical experiments, we have to add something else that is mental. Do we have to make corrections for what people are thinking? Physicists now do very refined, precise, delicate experiments in which corrections have to be made for all sorts of things. You have to make corrections for trucks that pass by, you have to make corrections for electric and magnetic fields, you have to control the temperature very precisely, and so on, but something that people have never needed before is to make corrections related to what people are thinking. So I think there is very good circumstantial evidence that the world, the physical world, is not influenced by a separate mental world.

I believe that the barriers that physicists are encountering are not barriers of principle, but barriers of technique.

The second interpretation of the question is whether in the formulation of quantum mechanics one should involve the observer as a separate object that has free will, that decides what to observe. Quantum mechanics has an unusual mechanism since the theory has equations, and to interpret the equations one must make an observation. I believe that, eventually, in order to understand the phenomena of free will on a physical basis, and thus fully understand quantum mechanics, we will need to understand that we have that model of consciousness that corresponds to our experience of everyday life, which is fully based on quantum mechanics. At present, I dont think we have that. However, I believe that the barriers that physicists are encountering are not barriers of principle, but barriers of technique.

We are not advanced enough in quantum mechanics to make models where we can identify something wed begin to recognize as consciousness. Thats a big challenge for the future. But we have every reason to believe that this challenge can one day be met. So what we need is a model thats fully quantum mechanical and contains complicated objects that you can point to and say, thats behaving like a conscious mind and that thing is something I can recognize as a thinking entity. Part of the trouble, of course, is that the definition of consciousness is very slippery.

AP: Your response reminds me of something someone quipped to me after seeing the table of contents of my book and reading the discussion with Cirac: So physicists are now getting into philosophy too?

FW: Physicists have always been philosophers. In fact, historically, the beginnings of philosophy and of natural science, in ancient Greece, involved the same set of people. People like Pythagoras and Thales and Plato did not consider themselves philosophers or physicists, they were both. They developed the main issues of both disciplines, somehow, together, from the very beginning. Now, in recent years physics has become much more sophisticated and has become separated from academic philosophy, which is a discipline in itself, has its own techniques and body of academic literature, and so forth.

However, I dont think physicists should give up the enterprise of attempting to understand the world fully. They have made many advances in understanding the physical world, with precision, accuracy, and great depth, and I dont think this disqualifies them from addressing the classic questions of philosophy. On the contrary, I think that empowers them so that they can bring in new kinds of insights into what have become the traditional philosophical questions.

And I think many physicists have not wanted to do that, either because they are busy with physics or because they dont dare, but I think it is perfectly appropriate for physicists to also be philosophers. In fact, I think they should be, because many of the ideas weve learned about the physical world in physics are very surprising things that you wouldnt guess from everyday experience so I think we have things to teach philosophers. Especially since quantum mechanics is really a vast expansion of what we mean by reality, and it requires adjusting how you think. If you want to be a serious student of reality or of mind you really should know quantum mechanics. To me, a philosopher who doesnt know quantum mechanics is like a swimmer with his or her hands tied behind their back.

To me, a philosopher who doesnt know quantum mechanics is like a swimmer with his or her hands tied behind their back.

AP: Lets move into what Ill call the weird ideas questions stuff Ive been wondering about, as a non-scientist, coming from a position of great ignorance but with deep curiosity. If theres any known symbol or idea about quantum physics that for ordinary people clashes with everyday logic, thats the subject of Schrdingers cat. Dont you think its difficult to explain to people that, not knowing if the cat is dead or alive, when you try to find out, you come to the conclusion that the cat is both dead and alive at the same time? That is something rather strange, counterintuitive, even to university students who study the subject.

FW: There are many situations when you describe them by probability that you dont know before you observe what you will observe. That, almost by definition, is what probability means. You dont know what you can find when you look into it, when you make the observation, when you pick from a sample, or whatever, but the quantum mechanical situation is a little bit different. What makes it paradoxical is that there is a very real sense in which the cats alive state and dead state possibilities coexist in a way that is not true in classical situations. Now, this coexistence is not a practical situation for cats, but we can talk about a similar situation for atoms, and it does become practical for atoms. But, in the spirit of your question, let me go back to talking about cats.

In principle lets assume that after some time T, the probability of having a cat alive or the probability of having a cat dead, according to quantum mechanics, is predicted to be 50/50, so each of them is equally likely. We have that situation, and we can check it and experiment, so we have a lot of cats, and we can do the same experiment over and over again. But quantum mechanics tells you that if you do certain operations after that time T you can reverse the situation so that the cat will be certainly alive or that the cat will be certainly dead and both of those possibilities were present and you could restore them by doing different things to the initial situation, to the initial wave function.

So what is different about quantum mechanics, is that those two possibilities are not mutually exclusive, they both coexist in the situation and what happens when you observe is you find out whats called collapse of the wave function. You fix one possibility, but before you made the observation, before you intervened in the situation, both were present. And if you dont intervene, but let the systems stay close, dont observe it, manipulate it with some fields, never looking in to know if the cat is alive or dead, you can reverse the evolution and make it totally alive or you can make it totally dead. For real cats this is not practical at all, but it is for atoms If you are not talking about a live cat or a dead cat but about the spin of an atom, pointing up or down, you can literally do these things you can create a situation where there is a 50/50 percent chance that the spin is up or the spin is down, but then, by operating on that wave function, without observing, just operating on it, you can show that either possibility was really present.

AP: So you believe that quantum superposition is part of human logic

FW: Oh, yes! Well, some human beings do physics and quantum mechanics pretty successfully. You know, I do quantum mechanics sometimes and I make mistakes occasionally, but Ive always been able to correct them. There is no real doubt about how you apply quantum mechanics to physical situations; there are right and wrong answers. It can be hard to think about there are sometimes very counterintuitive aspects of quantum mechanics. You have to sort of take yourself outside the realm of common sense and think about some things differently, because if you did apply common sense you would get the wrong answer. Sometimes, it is only necessary to follow the equations. But you know, there are many people who practice quantum mechanics very successfully and use it in design of computers and all kinds of other strange gadgets, use it to do very many concrete things. It is certainly not beyond human comprehension.

You have to sort of take yourself outside the realm of common sense and think about some things differently, because if you did apply common sense you would get the wrong answer.

AP: All right, lets move on to the next issue: time travel. An article you published in Quanta magazine some time ago digs into the concept of the arrow of time, which was coined by Arthur Eddington almost 100 years ago but remains an unsolved problem of modern physics. This idea postulates the one-way direction or asymmetry of time. Let me just ask you directly: Why does time travel only work in science fiction, and therefore in the imagination, and not in our everyday reality?

FW: Well, this is a very complex question. Not only in content but also in formulation. So, let me try to boil your question down to essentials. One aspect is, what do physicists mean when they talk about a universal symmetry? Since you cant actually reverse [in the reality in which we live] the direction of time it sounds like metaphysics to say: Okay, if we reverse the direction of time, such and such and such will happen.

But, actually, it means something very concrete. It means if you have a physical situation where particles are moving with certain velocities, so at some initial moment you know where they are and what direction they are moving these are based on certain equations you can also discuss the situation where you struck with particles in the same space but moving in the opposite direction. So that if you change (in the equations) the direction of time, they would be moving in the opposite direction instead. You can see whether those two situations are governed by exactly the same equations.

Time reversal symmetry simply says that if you reverse the directions of rotation and the speeds of everything in your system, you will see that it is based on the same equations as if you did not. So that is what time reversal means very concretely for physicists. There are many details that are more complicated, that have to do with the spin and have to do with exotic kinds of particles. But thats the idea. And, we find in physics that that principle works very, very accurately. Not perfectly but very, very accurately. But in everyday life it doesnt seem that way. It doesnt seem that the direction of time forwards and backwards is experienced in the same way in our lives. Of course, it definitively isnt.

So, how is that consistent with the experiment I mentioned? Well, first of all, we cannot, as a practical matter, in any complicated system, let alone a human body, change the direction that every particle is moving. So you cant really do it, in practice. You cant get the direct consequence of the underlying time-reversal symmetry. The past and the future are very different and there is a long story about why that is, even though the basic equations look the same forwards and backwards. And I dont think its appropriate to get into that whole story now, but let me say something. The essence of it is that, in the beginning, at the very early stage of the universe, the universe was much hotter and denser and was expanding. That was the Big Bang. And the Big Bang was in the past, not in the future. So that tells you that things were very different in the past and that we are heading toward a future that is very different from the origin (of the universe). And by a long series of arguments about the formation of structure and the universe cooling down and so on, you can sketch a history of the universe that makes sense and accords with our experience of time going in only one direction, although in the fundamental equations, we would have the same behavior if it moved in the opposite direction.

AP: Whew, all right. Sci-fi writers beware

FW: I mean, it is a very intriguing possibility in principle that of reversing the direction of the motion of particles and getting them to reverse their evolution in time so that they reconstitute their state at an earlier time. Maybe if we did that for some key molecules, to reverse aging, for example. But in practice, we dont know what, if any, key elements we need to reverse, and so, the time-reversal symmetry of the fundamental laws does not help us in anything that is very practical for us.

AP: Finally, I want to ask you about something important to me, but not explicitly related to physics. I write and publish a lot about innovation, which has been a buzzword for decades and seems to still be. Everyone these days, from entrepreneurs to politicians, has to innovate. How do you view this term, its notion, and its meaning today, from your point of view as a scientist, but also just as a citizen? What differences do you see between the concepts of discovery, invention, and innovation in the world we live in now?

FW: I think we live in a very special time now, because of the means of communication and the aids to thinking that we have electronics and microelectronics and computer technology and telecommunication. With all these things, people can exchange ideas much more efficiently. People can get together and think. And on the other hand, there is more to think about because the technology is very powerful and we understand matter very, very well. So we can design things based on imagination and planning and be sure that they work or at least be pretty confident that they will work. So thats innovation kind of exploding our knowledge of the world in order to make improvements here and there. And, to me, as a physicist, I am very proud that so much innovation has emerged from a profound understanding of the physical world and reality, that was provided originally by people who were just curious about how the physical world works, and in particular, the quantum world that we were talking about.

All microelectronics, transistors, semiconductors, etc. wouldnt exist without a profound understanding of matter that physics produced during the 20th century. And this isnt over yet. We understand, but we have not exhausted the potential thats been opened up by this profound understanding of the world. In fact, the theory itself tells us that there is much more room for improvement. Richard Feynman, one of my heroes, gave a famous talk in 1959 called Theres plenty of room in the bottom, which anticipated the richness of the micro-world: There are many, many, many atoms in even small things. And if you can work skillfully with them, you can do little machines, you can do useful things, in medicine, and in computing, of course. In principle, he foresaw this would open up various possibilities in many directions; of course he couldnt predict the details but he pointed in that direction. And now we see them embodied in microelectronics, nanotechnology, and modern telecommunications. All these things come from understanding this microcosmic world really well, in great detail and depth. A recent Nobel Prize in Chemistry was awarded for building molecules that function as motors and understanding how to do that. So, in many ways, this fundamental science is opening up new possibilities for innovation.

Now, you asked me about the relationship between innovation and scientific discovery. I think they kind of shade into each other. But basically science, curiosity-driven basic science is more long-term. It doesnt focus on goals that you know how to reach, and you just want to reach them quickly or efficiently. It takes us into unknown territory, where we dont know what were doing or why were doing it. But that kind of thing provides new possibilities for innovation later. So I would say that scientific research is continuous with innovation, it is a long-term curiosity-driven enterprise. While short-term innovation harvests the fruit of discovery.

Adolfo Plasencia is a writer and columnist who covers science and technology, and the author of Is the Universe a Hologram? Scientists Answer the Most Provocative Questions.

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A Quantum Leap in the Making Meet Tomorrow’s Super Super Computers – TechNative

Modern computers are incredibly versatile, but even the most potent ones struggle with certain types of calculations and modelling

Now, imagine an entirely different kind of computer, with head-spinning power, using mind-bending quantum mechanics to bring barely believable capabilities to life. A super super computer that can tackle calculations that the most powerful conventional machines would need decades to process in a split second. This contraption which resembles a baroque chandelier that could have hung at Versailles is a quantum computer.

They probably wont replace todays computers dont expect your next laptop to be a quantum device but they will be able to tackle certain boxed and highly complex tasks that force traditional computers to throw in the towel. If there are near-endless possible answers to a clearly defined problem, a quantum computer will find the solution much quicker than any conventional computer.

Quantum computers are powered by qubits (i.e., quantum bits), which, due to the strange properties of quantum mechanics, can exist in something called superposition, which in simplified terms means they exist in both 0 and 1 states simultaneously. Imagine flipping a coin. Itll eventually land on either heads or tails. But if you spin it, you could say that before it settles it is both heads and tails at the same time or, rather, there is a possibility that it can be either of the two. It is in superposition. In order to operate at scale, qubits need to be entangled wired together in superposition. Quantum entanglement, explains IBM, allows qubits, which behave randomly, to be perfectly correlated with each other.

Alas, superposition is fickle, and when decoherence forces a qubit out of superposition, it no longer possesses quantum properties. The solution is called error correction, and quantum computing pioneers like IBM, Microsoft and Google are hard at work making it happen.

For a more comprehensive explanation of quantum computing, check out this primer. And dont miss this irresistible video featuring IBM scientist Talia Gershon explaining quantum computers to five individuals from an eight-year-old to a theoretical physicist from Yale.

Possibilities for quantum use cases include predictive analytics and advanced modeling, which could help streamline and optimize large-scale transit operations and fleet maintenance, energy exploration, disaster prevention and recovery, as well as climate change mitigation. Also on the radar: chemistry simulations of molecules and atoms whose complex behavior is driven by quantum mechanics and simply too hard to handle for conventional machines.Meanwhile, automakers, including Volkswagen, are investigating quantum computing in search of improved battery chemistry for electric vehicles.

In oil refining, massively big machines, called hydrocrackers, are used to upgrade low-quality heavy gas oils into high-quality, clean-burning jet fuel, diesel and gasoline. Extremely complicated and costly to maintain, hydrocrackers may sit idle several months each year, but implementing a predictive modeling application has enabled hydrocracker operators to shave off months of downtime for these behemoths. The idea: Make all acute repairs when the machine is down and use technology to predict what might break next and fix it preemptively. Adding quantum-driven AI as the brain for the hydrocracker could further minimize downtime because the quantum computer could calculate exponentially more scenarios than current technology.

In another example of the immense potential of the technology, bright minds from the University of Glasgows School of Physics & Astronomy recently announced that they have adapted a quantum algorithm called Grovers algorithm to drastically cut down the time it takes to identify and analyze gravitational wave signals.

One of the most interesting use cases is artificial intelligence. Indeed, adding quantum power to AI could be what takes present-day Narrow AI to the next level General AI. The quantum-AI hydrocracker brain described above is a possible example of General AI. Quantum computing could also propel machines toward sentience within specific fields. Imagine computers perfectly empathizing and emulating emotions, with the ability to respond to complex signals, like expressions, eye movement and body language. Perhaps one day, quantum computing could drive us all the way to that barely fathomable third level of AI Super AI where machines outperform humans in every way.

Todays quantum machines are scientific marvels, and they are evolving rapidly. By [2025], IBM says, we envision that developers across all levels of the quantum computing stack will rely upon our advanced hardware with a cloud-based API. The hope is that by 2030, companies and users are running billions, if not a trillion quantum circuits a day. Big Blue, whose most powerful machine currently packs 126 qubits, expects to have an 1121-qubit version in 2023.

Quantum computing is fascinating, promising and just cool. Still, we may need to slow the hype machine down a tad as significant challenges must be overcome before the technology can be commercialized. Functional, stable, production-scale quantum machines could be up to a decade away. But once they materialize, we can start writing software for the quantum stack and begin to realize all these tantalizing quantum computing use cases.

About the Author

Wolf Ruzicka is Chairman atEastBanc Technologies.Wolf is a technology industry veteran with more than 25 years of experience leading enterprise business strategy and innovation. He joined EastBanc Technologies in 2007, originally as CEO. During his tenure, Wolf also served as President of APIphany, a division of EastBanc Technologies, through its acquisition by Microsoft. Wolfs vision and customer-centric approach to digital transformation is credited for helping establish EastBanc Technologies as a leader delivering sophisticated solutions that enable customers to win in todays digital economy. Follow Wolf on LinkedIn.

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$5 million from Boeing will support UCLA quantum science and technology research | UCLA – UCLA Newsroom

UCLA has received a $5 million pledge from Boeing Co. to support faculty at the Center for Quantum Science and Engineering.

The center, which is jointly operated by the UCLA College Division of Physical Sciences and the UCLA Samueli School of Engineering, brings together scientists and engineers at the leading edge of quantum information science and technology. Its members have expertise in disciplines spanning physics, materials science, electrical engineering, computer science, chemistry and mathematics.

We are grateful for Boeings significant pledge, which will help drive innovation in quantum science, said MiguelGarca-Garibay, UCLAs dean of physical sciences. This remarkable investment demonstrates confidence that UCLAs renowned faculty and researchers will spur progress in this emerging field.

UCLA faculty and researchers are already working on exciting advances in quantum science and engineering, Garca-Garibaysaid. And the divisions new one-year masters program, which begins this fall, will help meet the huge demand for trained professionals in quantum technologies.

Quantum science explores the laws of nature that apply to matter at the very smallest scales, like atoms and subatomic particles. Scientists and engineers believe that controlling quantum systems has vast potential for advancing fields ranging from medicine to national security.

Harnessing quantum technologies for the aerospace industry is one of the great challenges we face in the coming years, said Greg Hyslop, Boeings chief engineer and executive vice president of engineering, test and technology. We are committed to growing this field of study and our relationship with UCLA moves us in that direction.

In addition to its uses in aerospace, examples of quantum theory already in action include superconducting magnets, lasers and MRI scans. The next generation of quantum technology will enable powerful quantum computers, sensors and communication systems and transform clinical trials, defense systems, clean water systems and a wide range of other technologies.

Quantum information science and technology promises society-changing capabilities in everything from medicine to computing and beyond, said Eric Hudson, UCLAs David S. Saxon Presidential Professor of Physics and co-director of the center. There is still, however, much work to be done to realize these benefits. This work requires serious partnership between academia and industry, and the Boeing pledge will be an enormous help in both supporting cutting-edge research at UCLA and creating the needed relationships with industry stakeholders.

The Boeing gift complements recent support from the National Science Foundation, including a $25 million award in 2020 to the multi-universityNSF Quantum Leap Challenge Institute for Present and Future Quantum Computation, which Hudson co-directs. And in 2021, the UCLA center received a five-year,$3 million traineeship grantfor doctoral students from the NSF.

Founded in 2018, the Center for Quantum Science and Engineering draws from the talents and creativity of dozens of faculty members and students.

Boeings support is a huge boost for quantum science and engineering at UCLA, said Mark Gyure, executive director of the center and a UCLA adjunct professor of electrical and computer engineering at the UCLA Samueli School of Engineering. Enhancing the Center for Quantum Science and Engineering will attract additional world-class faculty in this rapidly growing field and, together with Boeing and other companies in the region, establish Los Angeles and Southern California as a major hub in quantum science and technology.

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Chien-Shiung Wus work defied the laws of physics – Popular Science

The annals of science journalism werent always as inclusive as they could have been. SoPopSciis working to correct the record withIn Hindsight, a series profiling some of the figures whose contributions we missed. Read their stories and explore the rest of our 150th anniversary coveragehere.

In quantum physics, theres a law known as the conservation of parity, which is based on the notion that nature adheres to the ideal of symmetry. In a mirror-image of our world, it posits, the laws of physics would function the same waydespite everything being flipped. Since the early 1900s, experimental evidence suggested that this was true: To the pull of gravity or the draw of the electromagnetic force, the difference between left and right hardly mattered. So, physicists quite reasonably assumed that parity was a fundamental principle in the universe.

But in the 1950s, an experimental physicist at Columbia University named Chien-Shiung Wu devised an experiment that challengedand defiedthat law. Physics, she proved, to the astonishment of the field, did not always adhere to parity. Throughout her life, in fact, this woman demonstrated that parity was not the default; she flouted gender and racial barriers and eventually came to be known as the first lady of physics.

Wu was born in 1912 in a small fishing town north of Shanghai to parents who supported education for women. She displayed an extraordinary talent for physics as a college student in China. At the urging of Jing-Wei Gu, a female professor, she set her sights on earning a Ph.D. in the United States. In 1936, she arrived by ship in San Francisco and enrolled at the University of California, Berkeley, where she studied the nuclear fission of uranium.

She was 24 years old, in a new country where she wasnt fluent in the language and where the Chinese Exclusion Act, which prohibited Chinese workers from immigrating, was in full effect. It was preceded by the Page Act, which effectively banned the immigration of Chinese women based on the assumption that they intended to be sex workers. Wu was only able to enter the US because she was a student, but she was still ineligible for citizenship. There must have been so much tension and conflict there, says Leslie Hayes, vice president for education at the New York Historical Society. Im going to this place where I wont be welcome, but if I dont go, I wont be able to fulfill my goals and dreams.

After earning her Ph.D. in 1940, she married another Chinese-American physicist, and the couple moved to the East Coast in a long-shot search for tenure-track work. Major research institutes at the time were generally unwilling to hire women, people of color, or Jewish people, and the uptick in anti-Asian sentiment during World War II certainly didnt help. She was discriminated against as an Asian, but more so as a woman, Tsai-Chien Chiang wrote in his biography of Wu.

Nevertheless, shortly after a teaching stint at a womens college, she became the first female faculty member in Princeton Universitys physics department. That job was short lived; in 1944, Columbia University recruited her to work on the Manhattan Project, where she would advise a stumped Enrico Fermi on how to sustain a nuclear chain reaction.

Wu returned to research at Columbia after the war. Her reputation for brilliance and meticulousness grew in 1949 when she became the first to design an experiment that proved Fermis theory of beta decay, a type of radioactive decay in which a neutron spontaneously breaks down into a proton and a high-speed electron (a.k.a., a beta particle). In 1956, two theoretical physicists, Tsung-Dao Lee of Columbia and Chen Ning Yang of Princeton, sought Wus expertise in answering a provocative question: Is parity really conserved across the universe?

The law had been called into question by a problem known as theta-tau puzzle, a recently discovered paradox in particle physics. Theta and tau were two subatomic particles that were exactly the same in every respectexcept that one decayed into two smaller particles, and the other into three. This asymmetry confounded the physics community. Yang and Lee dove deep into the literature to see if anyone had ever actually proven that the nucleus of a particle always behaved symmetrically. As they found out, nobody had. So Wu, who they consulted during the process of writing their theoretical paper, got to work designing an experiment that would prove that it didnt.

Over the next few months, the men were in near constant communication with Wu. The monumental experiment that she designed and carried out rang the death knell for the concept of parity conservation in weak interactions, wrote nuclear physicist Noemie Benczer-Koller in her biography of Wu. Wus findings sparked such a sensation that they led to a Nobel Prize in physicsbut only for Yang and Lee. Wus groundbreaking work in proving the theory they advanced was ignored.

Though her genius allowed her to work in the same spaces as theoretical scientists, says Hayes, once there, she was not treated as a peer. But despite how frequently she experienced discrimination throughout her careerduring which she won every award in the field except the NobelWu didnt stop researching until her retirement in 1981.

Throughout her life, she was an outspoken advocate for the advancement of female physicistscampaigning, for the rest of her life, for the establishment of parity where it actually counted. Why didnt we encourage more women to go into science? she asked the crowd at an MIT symposium in 1964. I wonder whether the tiny atoms and nuclei, or the mathematical symbols, or the DNA molecules, have any preference for either masculine or feminine treatment.

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Broadcom in Talks to Acquire VMware, the Cloud Computing Company – The New York Times

Broadcom, the semiconductor giant, is in talks to acquire VMware, according to a person familiar with the matter.

A deal is not yet final, said the person on Sunday night, who was not authorized to publicly discuss it. Bloomberg first reported the talks.

Broadcom has long been highly acquisitive and its chief executive, Hock E. Tan, is known for making deals. A potential takeover of VMware would give Broadcom a bigger presence in cloud computing, where VMware partners with Amazon Web Services, the market leader.

Broadcom, which was based in Singapore but has moved its headquarters to San Jose, Calif., initially bought mostly other chip companies. But since its $117 billion deal to buy the U.S. chip maker Qualcomm was blocked in March 2018 by President Donald J. Trump on national security concerns, Broadcom has diversified its targets. It bought the software company CA Technologies for $18.9 billion later that year and a security division of Symantec for $10.7 billion in 2019.

VMware, which was spun off from Dell Technologies last November, is known for making virtualization software, which allows one computer to act like many machines and essentially makes computing more efficient. It has also diversified and makes a range of software for data centers.

VMwares stock rose 20 percent in premarket trading on Monday, valuing the company at about $48 billion.Shares in Broadcom, which is worth more than $200 billion, fell 4 percent.

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Cloud computing concentration and systemic risk – Security Boulevard

I came across an interesting blog post over at Finextra which got me thinking about a topic that has been in the back of my mind for a while now the systemic risks of cloud computing concentration. It seems like everyone has made or is making the move from maintaining big, expensive data centers to letting Amazon, Microsoft, or Google worry about the buildings, infrastructure and hardware. I cant say I blame them, especially since getting new servers and other hardware has become a much more difficult and time consuming process now that all of our supply chains seem to have been broken.

But there is a downside as well when one of the big cloud providers is having a bad day, people notice most of the web sites and services we depend on depend on at least one of these providers being up and running. And there have been some major outages in the past year. So far, these outages have not had a systemic impact on the financial system. So far.

While the big cloud providers have all sorts of options to make systems within their perimeters fault tolerant to a degree, we have seen provider level outages which disrupted the Internet. In order to achieve true resilience when one of these events happens, organizations need to be thinking about true multi cloud solutions and there are some significant hurdles which need to be surmounted to do this.

The biggest hurdle is the cloud vendors tempting managed offerings managed Kubernetes clusters, databases, serverless services these are great for standing up new services quickly, but make multi cloud operation difficult, if not impossible. Even if another vendor has the same kind of managed database, it is going to be just different enough from your primary vendor to make porting your systems over expensive and time consuming. This is not a bug it is a feature. Vendors want to lock customers into their product (and who can blame them?).

In the financial world, regulators are taking notice, and institutions and their service providers (as well as cloud providers) need to be thinking about true multi cloud resilience solutions before the next big outage hits.

If you are at the beginning of your cloud journey and your application is critical, design it to be multi cloud from day one this will be waaaaaay less expensive and complex than trying to address the issue after you have a million customers.

When making architectural decisions, consider the benefits and the costs of adopting core services which are specific to your primary cloud provider. Think about how you would/could replicate them in another providers environment BEFORE you get locked in.

Given the increasing automation and speed we are seeing in financial services, it is only a matter of time before there is an event which really galvanizes regulators attention; the time to be thinking about diversifying your cloud infrastructure is now.

*** This is a Security Bloggers Network syndicated blog from Al Berg's Paranoid Prose authored by Al Berg. Read the original post at: https://paranoidprose.blog/2022/05/21/cloud-computing-concentration-and-systemic-risk/

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