All the books you should be reading in 2020 – Dazed

Elena Ferrante returns to Naples, Chelsea Manning unpacks everything in her powerful memoir, and thrillers get feminist in the year ahead

Its the first full week of January and for many the first week back to work that means some good old Jan blues, a neverendingunread inbox hitting triple figures, and maybe some identity crises for good measure. To plug the gap between meetings that could be emails and the thrum of existential thoughts, theres plenty of books to get excited by and escape into throughout 2020. From unflinching fiction in the era of #MeToo to dark thriller set against post-war Hollywood, a deep dive into South Koreas cosmetic surgery craze and profoundly moving memoir weve got you covered.

From the author of the wondrous A Girl is a Half-Formed Thing comes a piercing rumination on life, desire, and painful memories across nondescript hotel rooms in various capital cities. As the nameless woman enters new and unchanged hotel suites she stayed years before, shes forced to reckon with the turning tides in her life shes tried desperately to run away from. Will home ever come calling? Eimear McBride is a stellar master of language and pitch-black humour, elasticating it out and constricting it back in like a warren of endless lobbies and hallways, to explore the darkest depths of the womans mind. My heart throbbed and ached with this one. (AC)

February 4, Faber Books

Vanessa Wye was 15 years old when she first had sex with her English teacher. Now 32, and amidst the backdrop of the Me Too revolution, the teacher, Jacob Strane, has been accused of sexual abuse by another former student. What follows is a disturbing unravelling of memory and trauma as Vanessa is forced to redefine her first love as rape, and their relationship as abuse. A powerful and nuanced take on the emotional complexity of consent and manipulation, My Dark Vanessa is a gripping debut by Kate Elizabeth Russell, and goes to the centre of this ages discourse surrounding power dynamics and abuse. (GY)

March, 4th Estate

Marieke Lucas Rijneveld is already an award-winning poet in her home country of the Netherlands, meaning lyrical language and lasting imagery come as a given in her debut novel, The Discomfort of Evening. Published in the original Dutch in 2018, the story follows a young girl, Jas, that lives on a dairy farm where Rijneveld also lives and works and how her world is warped by the death of her brother in an ice skating accident. You see the effects of the tragedy through her unflinching eyes: how it affects her family, and the strange, erotic, sometimes gruesome rituals she develops as a result. Good for a bit of light reading? Probably not. But this is an account of loss and its effects that will stay with you for some time. (TW)

March, Faber Books

Ali Smiths Seasonal Quartet will come to its much-anticipated conclusion in July this year, after first being published in October 2016. Launched with Autumn considered the first post-Brexit novel, dealing with issues raised by the EU referendum Summer is the last of the four standalone works. Though each novel tells a completely different story, they are linked by the timing of narrative each are written and published in real time. Where Autumn addresses the tragic murder of Labour MP Jo Cox four months earlier, Winter references a recent speech by Donald Trump. Though little is publicly known about the plot of Summer, its set to be a compelling conclusion to Smiths innovative quartet. (BD)

July 2, Penguin

You dont need to look to fiction to know that doomsday is coming, but you might need to read Jenny Offills third novel, Weather, to figure out how to continue ploughing on with the small stuff when the world is inevitably set to implode. Brooklyn-based protagonist Lizzie Benson is grappling with just that librarian by vocation, Lizzie also spends her time as a fake shrink, tending to her recovering addict brother. During a rare period of calm, Lizzie reconnects with her old mentor, Sylvia Lillier now famous for her prophetic podcast, Hell and High Water who wants Lizzie to answer mail she receives. Diving into the polarised world of Sylvias listeners left-wingers worried about the climate crisis and right-wingers concerned with the decline of western civilisation Lizzie becomes convinced that doomsday is approaching, and obsesses over preparations. Set against the trials and tribulations of modern-day New York over-crowded schools, the 2016 presidential election, meditation classes Offills novel is magically cynical. (BD)

February 13, Granta

The former Irish Laureate for Fiction and Irish Booker winner offers up a captivating fifth novel, where one woman traces her relationship with her mother, a legendary Irish actress. Its a delicate, knotty reflection on familial relationships, the gendered fug that hangs over Irish society, the corrosiveness of celebrity, and sexual power dynamics. As daughter Norah moves out of the wings of New York and Dublin stages from which she watched her mother to unpack her past and unknown paternity, she uncovers some startling hidden truths of the actress and saddles herself with her own. Enright author of the beautiful Green Road and The Forgotten Waltz is so brilliant at constructing her characters, and painting evocative pictures of glamorous post-war America and shaggy 70s Dublin. Its packed full of twists and turns, from bloody crime to battles with sexism, fame, and reality itself. (AC)

February 20, Jonathan Cape

No matter how #woke you think you are, Dr Pragya Agarwals Sway will probably prove you wrong. Exploring unconscious bias in a society that largely believes its egalitarian, behavioural scientist, activist, and writer Agarwal unravels how our individual biases affect the way we communicate and perceive the world, as well as impact our decision-making. Through case studies, interviews, scientific research, and personal experience, Agarwal looks at bias expressed via ageism, appearance, accents, sexism, and aversive racism, and takes on the question: if we dont know about our own bias, are we really responsible for it? Helping readers reflect on whats shaped them, Sway will encourage understanding about why we act the way we do, and open our eyes to our own bias. (BD)

April 2, Bloomsbury

Journalism lost a shining, vital light when Lyra McKee was murdered by paramilitary gunfire in Derry riots last year. McKee was astute and passionate when writing about Northern Irish politics, mental health, and LGBTQ+ issues. Later this year, Faber & Faber will release an anthology of the formidable journalists writing, both unpublished and previously released articles. Her spirit lives on in her fast-moving and fierce works, her tone of voice deeply political and radically empathetic. One of McKees most widely known pieces, on post-conflict Northern Irelands concerning rates of suicide and mental health for The Atlantic, is startling, important journalism: we were the Good Friday Agreement generation, spared from the horrors of war, she wrote. But still, the aftereffects of those horrors seemed to follow us. (AC)

April 2, Faber & Faber

Elaine Feeney debut novel As You Were is a woman's story about womens struggles. Set in the confines of modern-day Ireland, where it was until only recently that patriarchal systems controlled womens rights over their bodies, Sinad Hynes, a young property developer, finds herself in an underfunded hospital, and carrying a big secret.

Through its effortless weaving of voices and histories, and hilarious observations about life on the ward, Feeneys novel highlights the importance of discourse between women, and their eagerness to open up and trust each other all while critiquing the institutional sexism faced by them on a daily basis. (GY)

April 16, Vintage Publishing

In her timely fourth novel, American Dirt, Jeanine Cummins humanises the migrant crisis. After the death of her journalist husband and 15 other relatives at the hands of a Mexican drug cartel, Lydia Quixano Prez and her eight-year-old son Luca are forced to flee their home city of Acapulco. Finding themselves worlds away from their comfortable middle-class existence, Lydia and Luca are transformed into migrants, desperately searching for safety in the United States. Traversing the cruelty and kindness of strangers, the mother and son quickly realise that everyone is running from something, with no idea where theyre running to. Offering a heart-wrenching insight into the experiences of displaced people looking for sanctuary for their loved ones, Cummins subverts widespread misconceptions about migrants. (BD)

January 23, Headline

The dystopia of Gish Jens The Resisters is, unnervingly, quite familiar. In a near future US renamed AutoAmerica society has been divided into the Netted and the Surplus: rulers and consumers, respectively, in an AI-driven surveillance state. The former occupy the high ground, while the latter live in swampland or on water, thanks to half of the country disappearing under rising tides. When AutoAmerica rejoins the Olympics though, Gwen a baseball prodigy born to Surplus parents gets a chance to rise above her assigned place. This is a book about class mobility and its consequences that could look all too real in the near future. (TW)

February 4, Knopf Publishing

Praise be, more Ferrante! Though its another Naples-set novel, were forgoing our familiar heroines of the Neapolitan trilogy Elena and Lila to focus on Giovanna, a complicated 12-year-old who overhears her father comparing her to his very unliked estranged sister. From there, the Italian teenager cycles through the sweet-sour contradictions of adolescence, the emotional turbulence and surliness wed all love to forget if Ferrante would ever let us, to unravel a complicated family history and internal war. The novel, already out in Italian, is due in English this coming June, but has already been deemed explosive by longtime fans. Expect the wonderfully complex, unabashed writing Ferrante is loved for, and a multisensory reflection of the Italian city she loves. (AC)

June 9, Europa

On New Years Eve, Chelsea Manning tweeted a breakdown of her decade, revealing that she spent 77 per cent of it in jail, and 11 per cent of it in solitary confinement but asserted she spent 0 per cent of the last ten years backing down. In her as-yet untitled memoir, Manning details how her appeal for increased institutional transparency and government accountability ran parallel to her fight for rights as a trans woman. After exposing classified documents revealing American subterfuge against its own citizens and the killing of Iraqi civilians while working for the US military in 2010, Manning was sentenced to 35 years in prison, but was freed by Obama in 2017. The day after her initial conviction, she publicly declared her gender identity as a woman and began transitioning. In her powerful memoir, Manning recalls her childhood, what led her to join the military, and the details of her WikiLeaks involvement. Despite having her sentence commuted, Manning has spent the last year in and out of jail, telling Dazed in February: There are some people who call me a hero. But things are worse now. Even worse than they were in 2010. (BD)

July 21, Farrar, Straus & Giroux

Chas mesmerising debut novel takes place in contemporary Seoul a place where plastic surgery is a common playground, K-Pop stars are subject to obsessive fans and ancient social hierarchies determine much of South Korean life. Against this backdrop, we meet four young women with interconnected lives: Kyuri, who has a job at an exclusive bar entertaining businessmen while they drink, her roommate, Miho, a talented artist, down the hall from them Ara, a hairstylist, and one floor below Wonna, a newlywed trying to get pregnant. Their stories weave together the complexities and contradictions of modern-day Seoul, in an ultimately uplifting story of women living in defiance of oppressive customs. (DS)

April 21, Ballantine Books

The moment I got my job at Virago in 1978 I knew it would be a long time before I would leave, writes Lennie Goodings, the chair of the trailblazing feminist publishing house. I had found my home: where books, ideas, politics, imagination, feminism, and business was the air we breathed. A Bite of the Apple is part personal memoir, part history of the iconic Virago Press, told by a woman who has been with it almost since the beginning. Over her career as a publisher and editor, Goodings has worked with extraordinary authors who shaped the literary world and defined the feminist conversation, including Magaret Atwood, Marilynne Robins, and Maya Angelou. Following the chronology of Viragos titles, Goodings explores her thoughts on reading, writing, and breaking boundaries, celebrating all that can be achieved when women empower each other to make their voices heard. (PC)

February, OUP

When Deborah Orr died at age 57 last year, tributes poured in for the warm, incisive, witty, headstrong writer. Orrs posthumous memoir, Motherwell: a girlhood is her final masterpiece: a tumultuous, scintillating journey through growing up working-class in Motherwell, south-east of Glasgow, the daughter of John, a factory worker, and Win a strict, enigmatic woman Orr battles to reconcile with. With unflinching honesty and razor-sharp insights, the book mediates on what it means to mother well, scrutinising not just her mothers parenting, but also her own.

Beyond a retelling of delicate familial relations, Motherwell also provides illuminating social commentary on Britain. From the introduction of council homes to the reign of Margaret Thatcher, to the miners strikes and the move away from streaming in schools to mixed-ability education, Orr reflects on the impact each of these political decisions have had on peoples lives with clarity and boundless empathy. (DS)

January, Weidenfeld

With Instagram-perfect, feminist co-working spaces like The Wing more prevalent than ever among the rich, of course its about time there was a book set against the backdrop of one. Andrea Bartzs The Herd is set in New Yorks exclusive women-only workspace, The Herd, where in-the-know creatives desperately fight for membership. Among these hopefuls is Katie Bradley, a writer with a way in: her sister Hana is the best friend of the communitys founder, Eleanor Walsh. Just as shes determined to make Eleanor the subject of her next book, Katie is shocked to discover that The Herds founder has vanished without a trace. What unfolds is a desperate search for the truth, as Eleanors husband, colleagues, and closest friends become suspects in her mysterious disappearance. (BD)

March 24, Ballantine Books

Kevin Nguyens New Waves is a different kind of heist novel, not only because the heist goes wrong pretty much at the outset, but also because the object in question isnt money, or diamonds, or art. Dissatisfied with their jobs in a tech startup (where else?) Lucas and Margo, the companys sole and frequently-talked-down-to black employee, plot to steal its userbase as an act of revenge. But then Margo dies in a car accident and Lucas, shaken, is left to look for answers on her computer (again, where else?). Secrecy, friendship, and the idiosyncracies of online life all figure into what he finds, raising questions about whether we can really know anyone at all, deep down. Like snooping through peoples phones when theyre out of the room? This is probably one for you. (TW)

March 10, One World

What would happen if you took a group of queer activists and dropped them into the most homophobic town in the US? Thats the question Celia Laskey asks in Under the Rainbow. The novel follows various characters as a nonprofit sends a task force into the fictional community of Big Burr, Kansas, the town theyve awarded the aforementioned label to. Is it a coincidence that this is also the home state of the Westboro Baptist Church, which has driven away residents with homophobic hate speech? Probably not.

The idea is that the task force will live among the community for two years, bringing new perspectives, but of course new tensions as well. In a world where discourse seems to be getting increasingly divisive, a generous, witty book about encouraging more open minds doesnt sound like a bad option. (TW)

In Warhol, art critic Blake Gopnik attempts to unpack the legend and lore surrounding the cult artist, whose name alone is enough to conjure images of Campbell soup cans, the notorious Silver Factory, brightly-coloured celebrity silk screens, tales of amphetameme-riddled parties, and his brush with death at the hands of Valerie Solanas.

Despite this, the misinformation surrounding Warhols life has made it difficult for biographers to accurately reflect the man behind the wigged persona, and Warhol, drawing on years of archival research and interviews with hundreds of the New York artists surviving friends, lovers, and rivals, tracks the idiosyncratic artists life from his working-class upbringing in Pittsburgh as the child of Polish immigrants, to his twenties as a successful commercial illustrator, and his ascent into global stardom. (GY)

February, Allen Lane

Diane Keaton has had a successful fifty years in Hollywood, starring in many films since her first major role in The Godfather, but maybe most popular for starring in Woody Allen films. Brother & Sister, however, is a memoir that explores the other side of her life, examining the close relationship she shared with her younger brother, Randy, when they were kids, and how they drifted apart as he became alcoholic and reclusive in adulthood. Alongside Keatons prose it contains photographs, poetry, letters, and diary entries from the family including Randy to reflect on sibling relationships, mental illness, and ultimately the regret that comes with mortality. (TW)

February 4, Knopf

The exciting debut of Maggie Doherty brings together the important yet untold stories of five women that came together in the Radcliffe Institute for Independent Study. The institute, at Radcliffe College in Harvard, offered women postgraduate study opportunities at a time when women were expected not to step out of the domestic sphere. Doherty, a lecturer at Harvard, traces the history-making steps and lives of painter Barbara Swan, writer Tillie Olsen, sculptor Mariana Pineda, and poets Anne Sexton and Maxine Kumin. Its a rich tapestry brought to life by Dohertys access to their personal notes, recordings, letters and works, weaving her own strong voice in with the individual women to tell stories of art, radical politics, relationships, and unfettered ambition. Though her eye is on the past, its most certainly a story to inspire our futures.

May 19, Knopf

Dares debut novel tells the story of Adunni a fourteen-year-old Nigerian girl looking to escape the life of servitude imposed on her. She soon learns that the only way to develop what her mother calls a louding voice the ability to speak for herself and determine her own future is through education. But Adunnis father has other plans for her, removing her from school and selling her on as the third wife of a local man. Despite being instilled with a belief that her worth amounts to nothing, Adunni refuses to be silent, resolving to stand up not just for herself, but the generations of lost girls who came before her and those wholl inevitably sucede her. (DS)

March 5

When faced with the prospect of impending ecological collapse, its easy to slip into overwhelming feelings of hopelessness and despair. In their book, Digueres and Rivvet Carnac two principle creators of the Paris agreement offer an alternative narrative: that we can and that we will survive. At a critical moment for the future of humanity, the authors outline what we can do to safeguard our world with practical steps, willing us to face the crisis head on in this rousing call to arms. (DS)

February 25, Manilla

Following the groundbreaking, wildly successful first Slay In Your Lane: The Black Girl Bible in the summer of 2018,Adegoke and Uviebinen are back with an anthology follow-up. Featuringover 20 established and emerging black British writers, the anthology gives space to votes made largely invisible in the publishing sphere. Contributors write with wit and sharp insight on navigating life as a black woman today, amid political chaos and uncertainty with Brexit, the rise of the far right, and beyond to look to a future in which black women thrive brightly. An absolute must-buy for understanding and making your way in the world.

June 25, 4th Estate

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All the books you should be reading in 2020 - Dazed

Charles Hoskinson Predicts Economic Collapse, Rise of Quantum Computing, Space Travel and Cryptocurrency in the 2020s – The Daily Hodl

The new decade will unfurl a bag of seismic shifts, predicts the creator of Cardano and Ethereum, Charles Hoskinson. And these changes will propel cryptocurrency and blockchain solutions to the forefront as legacy systems buckle, transform or dissolve.

In an ask-me-anything session uploaded on January 3rd, the 11th birthday of Bitcoin, Hoskinson acknowledges how the popular cryptocurrency gave him an eye-opening introduction to the world of global finance, and he recounts how dramatically official attitudes and perceptions have changed.

Every central bank in the world is aware of cryptocurrencies and some are even taking positions in cryptocurrencies. Theres really never been a time in human history where one piece of technology has obtained such enormous global relevance without any central coordinated effort, any central coordinated marketing. No company controls it and the revolution is just getting started.

And he expects its emergence to coalesce with other epic changes. In a big picture reveal, Hoskinson plots some of the major events he believes will shape the new decade.

2020 Predictions

Hoskinson says the consequences of these technologies will reach every government service and that cryptocurrencies will gain an opening once another economic collapse similar to 2008 shakes the markets this decade.

I think that means its a great opening for cryptocurrencies to be ready to start taking over the global economy.

Hoskinson adds that hes happy to be alive to witness all of the changes he anticipates, including a reorganization of the media.

This is the last decade of traditional organized media, in my view. Were probably going to have less CNNs and Fox Newses and Bloombergs and Wall Street Journals and more Joe Rogans, especially as we enter the 2025s and beyond. And I think our space in particular is going to fundamentally change the incentives of journalism. And well actually move to a different way of paying for content, curating content.

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Charles Hoskinson Predicts Economic Collapse, Rise of Quantum Computing, Space Travel and Cryptocurrency in the 2020s - The Daily Hodl

AI, edge computing among Austin tech trends to watch in 2020 – KXAN.com

AUSTIN (KXAN) Technology companies in Austin will continue to integrate tech into the physical world in 2020, making the city smarter and more connected, analysts say.

The Austin Forum on Technology and Society will dive into the top tech trends for the coming year at its first event of 2020 Tuesday night at the Austin Central Library downtown.

Well talk about both technologies that will really become mainstream next year, even more so than now, and others that the buzz will continue, but maybe theyre not ready to become mainstream, said Jay Boisseau, the Forums founder and executive director.

Boisseau gave KXAN a preview of some of the trends to watch, including artificial intelligence, edge computing and quantum computing.

A lot of companies are already deeply involved with AI, but Boisseau believes it will move into more real-world applications this year.

Companies like SparkCognition and and Valkyrie Intelligence are already experimenting in the AI space in Austin.

KXAN profiled Valkyrie last year. The company developed a way to identify and track cars on Austin roads and hoped the technology would have an application with Army Futures Command.

Austin is also primed to capitalize on advances in edge computing, Boisseau said.

Not all computing will be in data centers and clouds, but much of it will start to move out to the real world where the data actually occurs, where things happen, he explained.

More of the physical world will be equipped with sensors and data processors that can act on data in real time as they get it.

This is especially important for self-driving cars, he said, allowing vehicles to communicate with their environment to keep people safe inside and outside the car.

Ford announced last year Austin will serve as a test market for its self-driving vehicles. The car company plans to map out the citys roads this year.

Standard computing uses binary code 0s and 1s to process data, imposing limits on the amount of processing power traditional computers can generate.

Quantum computing exploits characteristics of atoms and other tiny particles to vastly expand the abilities of processors, allowing researchers to tackle problems in fields like medicine that computers currently cant.

Well hear a lot of buzz about that, Boisseau said, even though its probably going to be three to five years before we see a lot of business adoption of quantum computing.

The Austin Forum on Technology and Society will dig into those topics and others more deeply at Tuesdays event, Top Tech Trends for 2020 (And Beyond). It starts at 6:15 p.m. at Austins Central Library.

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AI, edge computing among Austin tech trends to watch in 2020 - KXAN.com

AI, ML and quantum computing to cement position in 2020: Alibabas Jeff Zhang – Tech Observer

From the emerge of cognitive intelligence, in-memory-computing, fault-tolerant quantum computing, new materials-based semiconductor devices, to faster growth of industrial IoT, large-scale collaboration between machines, production-grade blockchain applications, modular chip design, and AI technologies to protect data privacy, more technology advancements and breakthroughs are expected to gain momentum and generate big impacts on our daily life.

We are at the era of rapid technology development. In particular, technologies such as cloud computing, artificial intelligence, blockchain, and data intelligence are expected to accelerate the pace of the digital economy, said Jeff Zhang, Head of Alibaba DAMO Academy and President of Alibaba Cloud Intelligence.

The following are highlights from the Alibaba DAMO Academy predictions for the top 10 trends in the tech community for this year:

Artificial intelligence has reached or surpassed humans in the areas of perceptual intelligence such as speech to text, natural language processing, video understanding etc. but in the field of cognitive intelligence that requires external knowledge, logical reasoning, or domain migration, it is still in its infancy. Cognitive intelligence will draw inspiration from cognitive psychology, brain science, and human social history, combined with techniques such as cross domain knowledge graph, causality inference, and continuous learning to establish effective mechanisms for stable acquisition and expression of knowledge. These make machines to understand and utilize knowledge, achieving key breakthroughs from perceptual intelligence to cognitive intelligence.

In Von Neumann architecture, memory and processor are separate and the computation requires data to be moved back and forth. With the rapid development of data-driven AI algorithms in recent years, it has come to a point where the hardware becomes the bottleneck in the explorations of more advanced algorithms. In Processing-in-Memory (PIM) architecture, in contrast to the Von Neumann architecture, memory and processor are fused together and computations are performed where data is stored with minimal data movement. As such, computation parallelism and power efficiency can be significantly improved. We believe the innovations on PIM architecture are the tickets to next-generation AI.

In 2020, 5G, rapid development of IoT devices, cloud computing and edge computing will accelerate the fusion of information system, communication system, and industrial control system. Through advanced Industrial IoT, manufacturing companies can achieve automation of machines, in-factory logistics, and production scheduling, as a way to realize C2B smart manufacturing. In addition, interconnected industrial system can adjust and coordinate the production capability of both upstream and downstream vendors. Ultimately it will significantly increase the manufacturers productivity and profitability. For manufacturers with production goods that value hundreds of trillion RMB, if the productivity increases 5-10%, it means additional trillions of RMB.

Traditional single intelligence cannot meet the real-time perception and decision of large-scale intelligent devices. The development of collaborative sensing technology of Internet of things and 5G communication technology will realize the collaboration among multiple agents machines cooperate with each other and compete with each other to complete the target tasks. The group intelligence brought by the cooperation of multiple intelligent bodies will further amplify the value of the intelligent system: large-scale intelligent traffic light dispatching will realize dynamic and real-time adjustment, while warehouse robots will work together to complete cargo sorting more efficiently; Driverless cars can perceive the overall traffic conditions on the road, and group unmanned aerial vehicle (UAV) collaboration will get through the last -mile delivery more efficiently.

Traditional model of chip design cannot efficiently respond to the fast evolving, fragmented and customized needs of chip production. The open source SoC chip design based on RISC-V, high-level hardware description language, and IP-based modular chip design methods have accelerated the rapid development of agile design methods and the ecosystem of open source chips. In addition, the modular design method based on chiplets uses advanced packaging methods to package the chiplets with different functions together, which can quickly customize and deliver chips that meet specific requirements of different applications.

BaaS (Blockchain-as-a-Service) will further reduce the barriers of entry for enterprise blockchain applications. A variety of hardware chips embedded with core algorithms used in edge, cloud and designed specifically for blockchain will also emerge, allowing assets in the physical world to be mapped to assets on blockchain, further expanding the boundaries of the Internet of Value and realizing multi-chain interconnection. In the future, a large number of innovative blockchain application scenarios with multi-dimensional collaboration across different industries and ecosystems will emerge, and large-scale production-grade blockchain applications with more than 10 million DAI (Daily Active Items) will gain mass adoption.

In 2019, the race in reaching Quantum Supremacy brought the focus back to quantum computing. The demonstration, using superconducting circuits, boosts the overall confidence on superconducting quantum computing for the realization of a large-scale quantum computer. In 2020, the field of quantum computing will receive increasing investment, which comes with enhanced competitions. The field is also expected to experience a speed-up in industrialization and the gradual formation of an eco-system. In the coming years, the next milestones will be the realization of fault-tolerant quantum computing and the demonstration of quantum advantages in real-world problems. Either is of a great challenge given the present knowledge. Quantum computing is entering a critical period.

Under the pressure of both Moores Law and the explosive demand of computing power and storage, it is difficult for classic Si based transistors to maintain sustainable development of the semiconductor industry. Until now, major semiconductor manufacturers still have no clear answer and option to chips beyond 3nm. New materials will make new logic, storage, and interconnection devices through new physical mechanisms, driving continuous innovation in the semiconductor industry. For example, topological insulators, two-dimensional superconducting materials, etc. that can achieve lossless transport of electron and spin can become the basis for new high-performance logic and interconnect devices; while new magnetic materials and new resistive switching materials can realize high-performance magnetics Memory such as SOT-MRAM and resistive memory.

Abstract: The compliance costs demanded by the recent data protection laws and regulations related to data transfer are getting increasingly higher than ever before. In light of this, there have been growing interests in using AI technologies to protect data privacy. The essence is to enable the data user to compute a function over input data from different data providers while keeping those data private. Such AI technologies promise to solve the problems of data silos and lack of trust in todays data sharing practices, and will truly unleash the value of data in the foreseeable future.

With the ongoing development of cloud computing technology, the cloud has grown far beyond the scope of IT infrastructure, and gradually evolved into the center of all IT technology innovations. Cloud has close relationship with almost all IT technologies, including new chips, new databases, self-driving adaptive networks, big data, AI, IoT, blockchain, quantum computing and so forth. Meanwhile, it creates new technologies, such as serverless computing, cloud-native software architecture, software-hardware integrated design, as well as intelligent automated operation. Cloud computing is redefining every aspect of IT, making new IT technologies more accessible for the public. Cloud has become the backbone of the entire digital economy.

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AI, ML and quantum computing to cement position in 2020: Alibabas Jeff Zhang - Tech Observer

Superconductor or Not? Exploring the Identity Crisis of This Weird Quantum Material – SciTechDaily

Northeastern researchers have used a powerful computer model to probe a puzzling class of copper-based materials that can be turned into superconductors. Their findings offer tantalizing clues for a decades-old mystery, and a step forward for quantum computing.

The ability of a material to let electricity flow comes from the way electrons within their atoms are arranged. Depending on these arrangements, or configurations, all materials out there are either insulators or conductors of electricity.

But cuprates, a class of mysterious materials that are made from copper oxides, are famous in the scientific community for having somewhat of an identity issue that can make them both insulators and conductors.

Under normal conditions, cuprates are insulators: materials that inhibit the flow of electrons. But with tweaks to their composition, they can transform into the worlds best superconductors.

The finding of this kind of superconductivity in 1986 won its discoverers a Nobel Prize in 1987, and fascinated the scientific community with a world of possibilities for improvements to supercomputing and other crucial technologies.

But with fascination came 30 years of bewilderment: Scientists have not been able to fully decipher the arrangement of electrons that encodes for superconductivity in cuprates.

Arun Bansil, University Distinguished Professor of physics and Robert Markiewicz, professor of physics, are part of a team of researchers who are describing the mechanism by which copper-oxide materials turn from insulators to superconductors. Credit: Matthew Modoono/Northeastern University

Mapping the electronic configuration of these materials is arguably one of the toughest challenges in theoretical physics, says Arun Bansil, University Distinguished Professor of physics at Northeastern. And, he says, because superconductivity is a weird phenomenon that only happens at temperatures as low as -300 F (or about as cold as it gets on Uranus), figuring out the mechanisms that make it possible in the first place could help researchers make superconductors that work at room temperature.

Now, a team of researchers that includes Bansil and Robert Markiewicz, a professor of physics at Northeastern, is presenting a new way to model these strange mechanisms that lead to superconductivity in cuprates.

In a study published in Proceedings of the National Academy of Sciences, the team accurately predicted the behavior of electrons as they move to enable superconductivity in a group of cuprates known as yttrium barium copper oxides.

In these cuprates, the study finds, superconductivity emerges from many types of electron configurations. A whopping 26 of them, to be specific.

During this transition phase, the material will, in essence, become some kind of a soup of different phases, Bansil says. The split personalities of these wonderful materials are being now revealed for the first time.

The physics within cuprate superconductors are intrinsically weird. Markiewicz thinks of that complexity as the classical Indian myth of the blind men and the elephant, which has been a joke for decades among theoretical physicists who study cuprates.

According to the myth, blind men meet an elephant for the first time, and try to understand what the animal is by touching it. But because each of them touches only one part of its bodythe trunk, tail, or legs, for examplethey all have a different (and limited) concept of what an elephant is.

In the beginning, we all looked [at cuprates] in different ways, Markiewicz says. But we knew that, sooner or later, the right way was going to show up.

The mechanisms behind cuprates could also help explain the puzzling physics behind other materials that turn into superconductors at extreme temperatures, Markiewicz says, and revolutionize the way they can be used to enable quantum computing and other technologies that process data at ultra-fast speeds.

Were trying to understand how they come together in the real cuprates that are used in experiments, Markiewicz says.

The challenge of modeling cuprate superconductors comes down to the weird field of quantum mechanics, which studies the behavior and movement of the tiniest bits of matterand the strange physical rules that govern everything at the scale of atoms.

In any given materialsay, the metal in your smartphoneelectrons contained within just the space of a fingertip could amount to the number one followed by 22 zeros, Bansil says. Modeling the physics of such a massive number of electrons has been extremely challenging ever since the field of quantum mechanics was born.

Bansil likes to think of this complexity as butterflies inside a jar flying fast and cleverly to avoid colliding with each other. In a conducting material, electrons also move around. And because of a combination of physical forces, they also avoid each other. Those characteristics are at the core of what makes it hard to model cuprate materials.

The problem with the cuprates is that they are at the border between being a metal and an insulator, and you need a calculation that is so good that it can systematically capture that crossover, Markiewicz says. Our new modeling can capture this behavior.

The team includes researchers from Tulane University, Lappeenranta University of Technology in Finland, and Temple University. The researchers are the first to model the electronic states in the cuprates without adding parameters by hand to their computations, which physicists have had to do in the past.

To do that, the researchers modeled the energy of atoms of yttrium barium copper oxides at their lowest levels. Doing that allows researchers to trace electrons as they excite and move around, which in turn helps describe the mechanisms supporting the critical transition into superconductivity.

That transition, known as the pseudogap phase in the material, could be described simply as a door, Bansil says. In an insulator, the structure of the material is like a closed door that lets no one through. If the door is wide openas it would be for a conductorelectrons pass through easily.

But in materials that experience this pseudogap phase, that door would be slightly open. The dynamics of what transforms that door into a really wide open door (or, superconductor) remains a mystery, but the new model captures 26 electron configurations that could do it.

With our ability to now do this first-principles-parameter-free-type of modeling, we are in a position to actually go further, and hopefully begin to understand this pseudogap phase a bit better, Bansil says.

Reference: Competing stripe and magnetic phases in the cuprates from first principles by Yubo Zhang, Christopher Lane, James W. Furness, Bernardo Barbiellini, John P. Perdew, Robert S. Markiewicz, Arun Bansil, and Jianwei Sun, 8 November 2019, Proceedings of the National Academy of Sciences.DOI: 10.1073/pnas.1910411116

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Superconductor or Not? Exploring the Identity Crisis of This Weird Quantum Material - SciTechDaily

Where will technology take us in 2020? – Digital News Asia

FROM cognitive intelligence, in-memory-computing, fault-tolerant quantum computing, new materials-based semiconductor devices, to faster growth of industrial IoT, large-scale collaboration between machines, production-grade blockchain applications, modular chip design, and AI technologies, we can expect technology advancements and breakthroughs to gain momentum and generate a great impact on our daily lives in the year ahead.

Here are the top 10 technology trends for 2020, as seen by the Alibaba Damo Academy, Alibaba Groups global research initiative.

Artificial intelligence evolves from perceptual intelligence to cognitive intelligence

Artificial intelligence has reached or surpassed humans in the areas of perceptual intelligence such as speech to text, natural language processing, video understanding etc; but in the field of cognitive intelligence that requires external knowledge, logical reasoning, or domain migration, it is still in its infancy.

Cognitive intelligence will draw inspiration from cognitive psychology, brain science, and human social history, combined with techniques such as cross domain knowledge graph, causality inference, and continuous learning to establish effective mechanisms for the stable acquisition and expression of knowledge. These make machines understand and utilise knowledge, achieving key breakthroughs from perceptual intelligence to cognitive intelligence.

In-Memory-Computing addresses the "memory wall" challenges in AI computing

In Von Neumann architecture, memory and processor are separate and the computation requires data to be moved back and forth. With the rapid development of data-driven AI algorithms in recent years, it has come to a point where the hardware becomes the bottleneck in the explorations of more advanced algorithms.

In Processing-in-Memory (PIM) architecture, in contrast to the Von Neumann architecture, memory and processor are fused together and computations are performed where data is stored with minimal data movement. As such, computation parallelism and power efficiency can be significantly improved. We believe the innovations on PIM architecture are the tickets to next-generation AI.

Industrial IoT powers digital transformations

In 2020, 5G, the rapid development of IoT devices, cloud computing and edge computing will accelerate the fusion of information, communications, and industrial control systems. Through advanced Industrial IoT, manufacturing companies can achieve automation of machines, in-factory logistics, and production scheduling, as a way to realise C2B smart manufacturing.

In addition, interconnected industrial systems can adjust and coordinate the production capability of both upstream and downstream vendors. Ultimately it will significantly increase the manufacturers productivity and profitability.

Large-scale collaboration between machines becomes possible

Traditional single intelligence cannot meet the real-time perception and decision needs of large-scale intelligent devices. The development of collaborative sensing technology of between the Internet of Things and 5G communication technology will realise the collaboration among multiple agents -- machines cooperate and compete with each other to complete target tasks.

The group intelligence brought by the cooperation of multiple intelligent bodies will further amplify the value of the intelligent system: large-scale intelligent traffic light dispatching will realise dynamic and real-time adjustment, while warehouse robots will work together to complete cargo sorting more efficiently; driverless cars can perceive the overall traffic conditions on the road, and group unmanned aerial vehicle (UAV) collaboration will get through last -mile delivery more efficiently.

Modular design makes chips easier and faster by stacking chiplets together

Traditional chip design cannot efficiently respond to the fast evolving, fragmented and customised needs of chip production. The open source SoC chip design based on RISC-V, high-level hardware description language, and IP-based modular chip design methods have accelerated the rapid development of agile design methods and the ecosystem of open source chips.

In addition, the modular design method based on chiplets uses advanced packaging methods to package chiplets with different functions together, which can quickly customise and deliver chips that meet specific requirements of different applications.

Large-scale production-grade blockchain applications will gain mass adoption

BaaS (Blockchain-as-a-Service) will further reduce the barriers of entry for enterprise blockchain applications. A variety of hardware chips embedded with core algorithms used in edge, cloud and designed specifically for blockchain will also emerge, allowing assets in the physical world to be mapped to assets on blockchain, further expanding the boundaries of the Internet of Value and realising "multi-chain interconnection".

In the future, a large number of innovative blockchain application scenarios with multi-dimensional collaboration across different industries and ecosystems will emerge, and large-scale production-grade blockchain applications with more than 10 million DAI (Daily Active Items) will gain mass adoption.

A critical period before large-scale quantum computing

In 2019, the race to reach Quantum Supremacy brought the focus back to quantum computing. The demonstration, using superconducting circuits, boosted the overall confidence on superconducting quantum computing for the realisation of a large-scale quantum computer.

In 2020, the field of quantum computing will receive increasing investment, which comes with enhanced competition.

The field is also expected to experience a speed-up in industrialisation and the gradual formation of an ecosystem. In the coming years, the next milestones will be the realisation of fault-tolerant quantum computing and the demonstration of quantum advantages in real-world problems. Either is a great challenge given present knowledge. Quantum computing is entering a critical period.

New materials will revolutionise semiconductor devices

Under the pressure of both Moore's Law and the explosive demand of computing power and storage, it is difficult for classic Si based transistors to maintain sustainable development of the semiconductor industry.

Until now, major semiconductor manufacturers still have no clear answer and option to chips beyond 3nm. New materials will make new logic, storage, and interconnection devices through new physical mechanisms, driving continuous innovation in the semiconductor industry.

For example, topological insulators, two-dimensional superconducting materials, etc. that can achieve the lossless transport of electrons and spin can become the basis for new high-performance logic and interconnect devices; while new magnetic materials and new resistive switching materials can realise high-performance magnetics Memory such as SOT-MRAM and resistive memory.

Growing adoption of AI technologies that protect data privacy

The compliance costs demanded by recent data protection laws and regulations related to data transfer are increasing. In light of this, there has been growing interests in using AI technologies to protect data privacy.

The essence is to enable the data user to compute a function over input data from different data providers while keeping the data private. Such AI technologies promise to solve the problems of data silos and the lack of trust in today's data sharing practices, and will truly unleash the value of data in the foreseeable future.

Cloud becomes the centre of IT technology innovation

With the ongoing development of cloud computing technology, the cloud has grown far beyond the scope of IT infrastructure, and gradually evolved into the center of all IT technology innovations.

Cloud has a close relationship to almost all IT technologies, including new chips, new databases, self-driving adaptive networks, Big Data, AI, IoT, blockchain, quantum computing and so forth.

Meanwhile, it creates new technologies, such as serverless computing, cloud-native software architecture, software-hardware integrated design, as well as intelligent automated operation.

Cloud computing is redefining every aspect of IT, making new IT technologies more accessible for the public. Cloud has become the backbone of the entire digital economy.

Continued here:
Where will technology take us in 2020? - Digital News Asia

January 9th: France will unveil its quantum strategy. What can we expect from this report? – Quantaneo, the Quantum Computing Source

It is eagerly awaited! The "Forteza" report, named after its rapporteur, Paula Forteza, Member of Parliament for La Rpublique en Marche (political party of actual President Emmanuel Macron), should finally be officially revealed on January 9th. The three rapporteurs are Paula Forteza, Member of Parliament for French Latin America and the Caribbean, Jean-Paul Herteman, former CEO of Safran, and Iordanis Kerenidis, researcher at the CNRS. Announced last April, this report was initially due at the end of August, then in November, then... No doubt the complex agenda, between the social movements in France, and the active participation of the MP in the Parisian election campaign of Cdric Villani, mathematician and dissident of La Rpublique en Marche... had to be shaken up. In any case, it is thus finally on January 9th that this report entitled "Quantum: the technological shift that France will not miss", will be unveiled.

"Entrusted by the Prime Minister in April 2019, the mission on quantum technologies ends with the submission of the report by the three rapporteurs Paula Forteza, Jean-Paul Herteman, and Iordanis Kerenidis. Fifty proposals and recommendations are thus detailed in order to strengthen France's role and international position on these complex but highly strategic technologies. The in-depth work carried out over the last few months, fueled by numerous consultations with scientific experts in the field, has led the rapporteurs to the conclusion that France's success in this field will be achieved by making quantum technologies more accessible and more attractive. This is one of the sine qua non conditions for the success of the French strategy", explains the French National Congress in the invitation to the official presentation ceremony of the report.

The presentation, by the three rapporteurs, will be made in the presence of the ministers for the army, the economy and finance, and higher education and research. The presence of the Minister of the Armed Forces, as well as the co-signature of the report by the former president of Safran, already indicates that military applications will be one of the main areas of proposals, and possibly of funding. Just as is the case in the United States, China or Russia.

Of course, the report will go into detail about the role of research, and of the CNRS, in advances in quantum computing and communication. Of course, the excellent work of French researchers, in collaboration with their European peers, will be highlighted. And of course, France's excellence in these fields will be explained. France is a pioneer in this field, but the important questions are precisely what the next steps will be. The National Congress indicates that this report will present 50 "proposals and recommendations". Are we to conclude that it will be just a list of proposals? Or will we know how to move from advice to action?

These are our pending questions:

- The United States is announcing an investment of USD 1.2 billion, China perhaps USD 10 billion, Great Britain about 1 billion euros, while Amazon's R&D budget alone is USD 18 billion... how can a country like France position itself regarding the scale of these investments? To sum up, is the amount of funds allocated to this research and development in line with the ambitions?

- Mastering quantum technologies are becoming a geopolitical issue between the United States and China. Should Europe master its own technologies so as not to depend on these two major powers? On the other hand, is this not the return of a quantum "Plan calcul from the 60s? How can we avoid repeating the same mistakes?

- Cecilia Bonefeld-Dahl, Managing Director of DigitalEurope recently wrote that Europe risks being deprived of the use of quantum technologies if it does not develop them itself. Christophe Jurzcak, the head of Quantonation, stated that it is not certain that France will have access to quantum technologies if it does not develop them itself. Is this realistic? Do we have the ressources?

- French companies currently invest very little in research in the field of quantum computing. With the exception of Airbus, the main feedback that we know of is in Canada, Australia, Spain, Germany, etc. Should we also help companies to embrace these technologies, or should we only finance research and development on the part of universities and business creators? Is there a support component for companies? So that technologies are not simply developed in France and sold elsewhere, but that France is the leading market for local developments.

See you on January 9th on Decideo for more details and our objective analysis of the content of this document.

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January 9th: France will unveil its quantum strategy. What can we expect from this report? - Quantaneo, the Quantum Computing Source

Goldman Sachs and QC Ware Join Forces to Develop Quantum Algorithms in Finance – Quantaneo, the Quantum Computing Source

"During the past year, researchers at QC Ware and Goldman Sachs have worked on analyzing the effect of noise on the accuracy of quantum algorithms for approximate counting," said Paul Burchard, lead researcher for R&D at Goldman Sachs. "The research confirmed that the current state-of-the-art quantum algorithms for Monte Carlo sampling and approximate counting will eventually lead to more efficient simulation, but that these algorithms are sensitive to noise in current quantum hardware. As a result, implementing these algorithms on near term quantum hardware will depend on techniques analogous to importance sampling that reduce the circuit depth of these algorithms."

"QC Ware's work with Goldman Sachs is essential to gaining a better understanding of how quantum computing algorithms can eventually be used in finance and how to make the practical use of quantum computing a reality faster," said Matt Johnson, CEO, QC Ware.

"QC Ware believes that quantum computing will significantly impact the future of finance," said Wim van Dam, Head of Quantum Algorithms, QC Ware. "Current quantum computers are limited in the number of qubits and the circuit depth that they support. We are focused on applying QC Ware's expertise in meeting this challenge by delivering access to QC Ware's Forge cloud service to test near-term quantum applications and help build in-house quantum computing skills."

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Goldman Sachs and QC Ware Join Forces to Develop Quantum Algorithms in Finance - Quantaneo, the Quantum Computing Source

The World Keeps Growing Smaller: The Reinvention Of Finance – Seeking Alpha

In the prominent headlines, we keep reading about the attempts to keep the world fragmented by imposing tariffs and constraining the exchange of ideas in many ways, but information keeps spreading, and with the continued spread of information, the world progresses. John Thornhill writes in the Financial Times about how China is completely redesigning finance...

Yes, the United States is working through the FinTech era, where efforts are being made to use evolving finance and technology to deliver familiar services more efficiently, but the Chinese effort, writes Mr. Thornhill, is trying to do something entirely different.

China wants to change the platform.

In the past, I have written about how the United States banking industry has lagged behind the rest of the world is moving toward a more electronic and integrated finance platform. Even in some less-developed countries, payment systems have been evolving at a faster pace than in the United States because of the need to reduce the impact of geographical distances.

Only in the past year or two have some of the larger US banks moved forward, trying to develop a more advanced system.

Commercial banks in the United States have been the biggest and most important banks in the world and have concentrated upon the more sophisticated areas of finance, rather than the basic payments systems that are the foundation of the whole financial system. And, although there have been efforts to advance the financial platforms of the American banks, it is somewhat ironic that several of the largest banks have moved toward quantum computers to revolutionize activities like risk management and trading.

Richard Waters writes about how JPMorgan Chase & Co., Goldman Sachs and Citigroup have entered this space in the last couple of years.

For example, Mr. Waters quotes Paul Burchard, a senior researcher at Goldman Sachs: We think theres a possibility this becomes a critical technology.

And Despite the challenges, advances in quantum hardware have persuaded the banks the time has come to leap.

One can smile at this leap, but what about the basics of banking?

Here Mr. Thornhill writes that, The speed at which China has moved from a cash to a digital-payments economy is staggering: some $17 trillion of transactions were conducted online in 2017. Chinas mobile payment volumes are more than 50 times those in the US.

The growth has come from two corporate sources, Alibaba (BABA) and Tencent (OTCPK:TCEHY). The number of users is staggering.

However, the biggest potential lies ahead. As Mr. Thornhill states, the most enticing opportunities lie abroad. About 1.7 billion people in the world remain unbanked. When they come online they will be looking for cheap, convenient, integrated digital financial services, such as China has pioneered.

China has the chance to rewire 21st-century finance.

The implication here is that United States banks will have to adjust to this payment system that China is spreading to the rest of the world.

In other words, information spreads, and even though the spread of information may be constrained in certain parts of the world, it will expand in the areas where there are fewer constraints. This is the way it has always worked throughout history. Quantum computing is currently not the answer for the US banking system.

Oh, yes, it will be fun to design new types of algorithms for quantum computers, as Mr. Waters writes, and the first of these involves a class of optimization problems that take advantage of the probabilistic nature of quantum computing to analyze a large number of possible outcomes and pick the most desirable...

But who is going to own the payments platform?

Mr. Thornhill believes that the trend in finance over the next decade will be led by the Chinese and the payments system that is being developed within China.

This has all sorts of implications for the US banking system, the US economy and the US political system. A question coming from this conclusion concerns whether or not the US dollar can maintain its position within the world financial system.

When we start trying to insulate ourselves from the world and try and control little pieces of it for ourselves, we tend to lose our place in the bigger picture. This is just another one of the unintended consequences we find in the field of economics.

But it has huge implications for American banks and the United States banking system. Consequently, this has huge implications for investors in the commercial banking industry. And it should be put within the context of what is just happening in the United States.

I guess that banking in 2030 will not look at all like what is going on right now.

Disclosure: I/we have no positions in any stocks mentioned, and no plans to initiate any positions within the next 72 hours. I wrote this article myself, and it expresses my own opinions. I am not receiving compensation for it (other than from Seeking Alpha). I have no business relationship with any company whose stock is mentioned in this article.

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The World Keeps Growing Smaller: The Reinvention Of Finance - Seeking Alpha

Achieving Paperless Operations and Document Automation with AI and ML – ReadWrite

Paper is an essential commodity for office operations. Most conventional offices rely on paper for completing the simplest tasks. Even after digitization, the dream of a completely paperless office is far from reality. Humans are used to a standard form of note-taking and documentation. Here is how to achieve paperless operations and document automation with AI and ML.

Progressive technologies like artificial intelligence and machine learning help enterprises achieve their goal of paperless offices. Using these technologies, the issues associated with managing large volumes of data documented on paper can be efficiently solved.

Paperless enterprises run on digital devices with minimum paper consumption. In a digitally connected world, this gives businesses an unprecedented edge. All data is stored digitally, on the cloud or on-premise, which can be used in real-time to derive valuable insights about operational efficiency, marketing campaigns, employee engagement and a lot more.

Machine Learning (ML) is making it possible to achieve next-gen digital transformation by automating several business operations, that requires filling up loads of paper documents. Already, businesses are making an effort to integrate machine learning and artificial intelligence to go digital and achieve higher efficiency.

Source: https://www.fingent.com/blog/machine-learning-to-accelerate-paperless-offices

Automation can offer several benefits to modern enterprises. Not only the tedious task of filing and storing a large number of documents can be minimized, but organizations can improve their data discovery and utilization capabilities. Here are some of the benefits of adopting paperless processes:

Digitization through artificial intelligence and machine learning allows companies to organize all information in easily accessible formats. This saves time as employees dont have to waste hours searching for a document. Also, this promotes remote working culture and bring next-level authentication as the origin of digital information can be identified.

One of the biggest drawbacks of paper-based data storage is associated with the security and safety of data. Conventionally, office cultures were not serious about data protection and stored critical information either in filing cabinets or any similar method.

All these methods are prone to data theft or damage due to unavoidable circumstances. Paperless office enhances the security measures as companies can take a backup of data, secure data through passwords and take steps to enforce security measures.

Storing data using paper-based techniques is a cumbersome and costly affair. Companies can save millions of dollars annually by eliminating the need for paper, copier equipment, and maintenance. Also, companies dont have to waste valuable real estate for storage of files and other documents.

Paperless digitization promotes easy accessibility from anywhere, which means less money is spent on the physical transmission of data using conventional methods.

Digitally stored data serves as a massive data pool to derive real-time insights from available data. This means that the information available to an enterprise can be put to better use for boosting efficiency. Marketing managers can utilize real-time data gathered from various campaigns; production teams can understand customer preferences.

Machine learning and artificial intelligence can enhance data analysis capabilities and make organizational processes closer to the customers needs and preferences.

AI/ML-based paperless workflows will significantly improve the productivity of law firms. Traditionally, the legal profession is seen as a labor-intensive task- browsing through thousands of legal case files, reviewing past case studies, examining legal contracts and more.

AI can reduce manual intervention for data analysis and processing, leaving more time with advocates, lawyers and legal firms to advise their clients and appeal in courts. Artificial intelligence (AI) can be leveraged to keep a record of legal contracts and provide real-time alerts on renewals, proofreading legal documents and locate valuable information in seconds. For the legal system, artificial intelligence is the key to paper-free litigation and trials in the future.

2. Automobile industries

The automobile industry is one of the biggest beneficiaries of the AI/ML innovation. Machine learning has allowed automobile factories to create autonomous systems for managing large volumes of data generated during the manufacturing process.

Moreover, AI is reducing the effort required for filing claims in case of shop-floor accidents as data is digitized and form filing can be automated. Also, ML algorithms allow customers to get real-time diagnostic support without needing to file paper-based forms as a vehicle can be directly connected to the manufacturer via cloud infrastructure. This means that repairs, service and general performance issues can be reported in real-time without the need for paper.

The insurance sector can use machine learning to automate claims will prove delightful for customer service processes. Machine learning and artificial intelligence can be leveraged to create sophisticated rating systems for evaluating risks and predicting an efficient pricing structure for each policy. All this can be automated, which reduces the need for manual intervention from human agents for classifying risks.

Also, artificial intelligence can streamline workflow by managing a large volume of claims data, policy benefits, medical/personal records, digitally. The data stored on the cloud can be used by an AI algorithm to derive real-time insights about policyholders and bring efficiency to the fraud detection process.

Wrapping Up

Artificial intelligence has the potential to revolutionize workspaces like never before. With the help of an AI development company, small, medium and large-scale enterprises can make a substantial move towards a paperless future. Not only will it reduce the cost of operations but it will boost the overall efficiency of the existing business processes. The industry use cases suggested above is just the tip of a massive iceberg.

The possibilities are limitless. An AI-driven product development companycan understand your existing business processes and suggest custom solutions that can be a suitable fit for your business operations.

Im Namee, a digital marketer working for Azilen Technologies. Im also passionate about exploring and writing about innovation, technology including AI, IOT, Big Data and HR Tech.

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Achieving Paperless Operations and Document Automation with AI and ML - ReadWrite