Complexity

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AutoML нейросеть от MIT обучается в 14 раз быстрее state-of-the-art Исследователи предлагают One For All модель для автоматизации поиска архитектуры нейросети. Основное отличие OFA от предыдущих решений заключается в том, что не нужно о....

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Of-the-moment consumerism rewards a level of complexity that answers the question “why not have it all?” You can like both Dimes and Doritos, sincerely and without irony. The mixing of “high and low” points both to self-awareness and being in the know. Lux T-shirts with licensed DSL logos, fashion presentations taking place in White Castle, Pop Rocks on your dessert at Mission Chinese. This sincerity has taken precedence over critique or resistance. Somewhere along the line it became acceptable to be authentic, earnest, honest, and sincere, even if the object of this sincerity is a complete celebration of consumerism. The primacy of affect over rational thought has, in large part, led us to our current state of political affairs far beyond the realm of art. Subjective emotional truths are being taken as objective rationality-driven realities. With alternative facts, truth is malleable, and as we see with crime footage posted to social media, forensic visual evidence has not resulted in structural change.

On Ketamine and Added Value - Journal #82 May 2017 - e-flux Artists like to role-play scenarios in order to max-out concepts to their logical ends. Art is the space where practices that cannot function within generic constraints run up against the walls and expose fissures in the structures they are working in. Think of documentary or narrative films that do...

Один из способов решения комплексных проблем — строительство сложных моделей, которые позволят выдвигать и проверять гипотезы, обнаруживать риски и новые возможности в существующей системе. Именно с помощью таких моделей можно эффективно работать с идеями и планировать свою деятельность — не только в науке, но и в повседневной жизни.

Правила обучения в эпоху сложности Советы одного из ведущих современных специалистов по нейронаукам, которые помогут эффективно работать с информацией и решать с её помощью реальные задачи.

ООГИ - Подарочная сессия 2 Ателье социальных проектов "двойного назначения" - сфераЖКХ

John Maeda - and need each other

Artificial intelligence isn’t based on the truth

Deepak Chopra: AI Will Never Rival the Deep Complexity of the Human Mind The field of artificial intelligence has been a boom market almost from its beginning 60 years ago with the brilliant but doomed British mathematician Al...

Miller asserts that “effective decentralized decision making may be one of the best new old ideas to emerge from complex systems.” This observation acknowledges the plain fact that we human beings are terrible at foresight. Humanity advances economically, technologically, politically and yes, morally, only through an iterated process of trial and error. There are no trials without errors. Miller astutely quotes James Joyce who once noted that “mistakes … are the portals of discovery.”

Is Complexity Science Ready for Prime Time? Complexity Science and John Miller

This is but one of the benefits of data mining, machine learning, and predictive modeling. When we turn loose the algorithms that uncover previously hidden clusters, correlations, and patterns—and as well-built, continuously self-improving predictive models test and assimilate new hypotheses and learnings into their iterative decision-making processes—we are identifying the very nuances and complexities that make real-world root-causes so impossible to identify manually.

Modeling complexity: Iterative risks and opportunities Single points of failure rarely happen in real life – they’re literally the stuff of movies. In the real world, no organization can count on luck alone to identify risks and opportunities for improvement. The opportunities are too many and too diverse; the risks are too complex and too subject to ch…

I studied physics, network theory, complexity theory, applied mathematics and so on. I took all that learning and applied it to the markets, which the Fed does not do. The Fed assumes so many things about markets that are simply false, like that markets are always efficient, for example. They’re not. So, the Fed’s models are empirically false. But it’s not just my opinion. Studies have proven how faulty their models are.

The Fed Can’t Match Complexity Theory and Bayes’ Theorem - Daily Reckoning Michael Covel and Jim Rickards discuss how complexity theory and Bayes’ theorem put the Fed’s obsolete forecasting models to shame...

Mastering Complexity in the Value Chain

Mastering Complexity in the Value Chain Technology will become essential in managing complexity in global supply chains.

The shift to the postmodern world is continuing, Gartner says. The majority of organizations now operate in a hybrid environment, leading to greater complexities in the application portfolio with new integration, analytics and governance challenges that can increase the risk of failure.

Growing Complexity of Data Integration, Governance Could Harm Companies The increasing complexity of the enterprise resource planning (ERP) application portfolio is driving the need for a defined postmodern application integration strategy, according to Gartner Inc.

Нейронные сети

Во главе происходящей революции стоит несколько типов алгоритмов. Флагманами являются нейронные сети. Про них и будет речь.

Нейрореволюция в головах и сёлах

I’m not against “Big Government”, and frankly, I don’t think you are either. Even the most extreme of us (that still believe in some form of governed society) expect the government to protect us from physical threats to our safety, and that alone makes it massive. Unfortunately, it also leads to systems that no single person can understand, and that’s the real problem.

Complex Government - Words, In Some Order I’m not against “Big Government”, and frankly, I don’t think you are either. Even the most extreme of us (that still believe …

Complexity in organizations is created by the inefficient number of steps, resources, or decisions required to complete a function, task, or comply with a rule. Complexity Reduction is the process of identifying and revising management practices, removing resource wasters, and addressing other inefficiencies in order to create an environment that is efficient and effective.

Complexity Reduction—Making Government Simple | COE Blog Complexity Reduction—Making Government Simple Posted on Friday, September 26th, 2014 at 3:21 am.Written by Steve Goodrich Listen to Steve Goodrich discuss Complexity Reduction in an ‘In Depth’ interview with Francis Rose on Federal News Radio. As budget reductions take hold and the federal workfor…

Scientific Data Has Become So Complex, We Have to Invent New Math to Deal With It

Scientific Data Has Become So Complex, We Have to Invent New Math to Deal With It Scientific data has gotten so complex that researchers are starting to invent a whole new mathematical field in order to handle it. This change is on par with the revolution of calculus, which allowed scientific discovery like never before.

A new quantum approach to big data

A new quantum approach to big data From gene mapping to space exploration, humanity continues to generate ever-larger sets of data—far more information than people can actually process, manage, or understand.

Genetic City

Eco-cities or just new ghost cities? B.A.R.C. proposes an alternative design for China's green cities

Genetic City __ Ten architects cheating urban evolution Does it make sense that the new green cities heralded in Asia and the Middle-east look the same? That they are designed like any car city and constructed far from…

- from Big Bang to Big Data | Klaus Mainzer

Complexity - from Big Bang to Big Data | Klaus Mainzer | TEDxRWTHAachen on computer modeling of complex systems in the natural world, science and technology, business and society Klaus Mainzer studied mathematics, physics and phi...

This E-Special Issue collects together 11 articles from the archives of Theory, Culture & Society. These articles all articulate and debate the contribution of what some have described as either ‘complex complexity’ or ‘general complexity’. In contrast to reductionist or restricted attempts to understand complexity, the articles collected here move away from the tendency to assume mastery of complexity by expounding a set of universal and simple laws. Rather, the position of general complexity is that we cannot grasp the complexity of the world in its complexity, and therefore depend upon models which are always incomplete, provisional and contingent. Yet, these models make knowledge and action possible, and it is therefore the contribution of general complexity to provide the means through which we can ethically and pragmatically engage with complexity in the hope of realizing alternative, perhaps better, worlds.

Theory, Culture and Society - Complexity This E-Special Issue collects together 11 articles from the archives of Theory, Culture & Society. These articles all articulate and debate the contribution of what some have described as either ‘complex complexity’ or ‘general complexity’. In contrast to reductionist or restricted attempts to under…

Lessons from the Front: A Practitioner’s Guide to Waging War on Complexity

Lessons from the Front: A Practitioner’s Guide to Waging War on Complexity | The European... Complexity is now top of the agenda for many Chief Executives. In today’s world—that is, after the financial collapse—companies’ plans for top-line growth are being scrutinized to determine whether they will deliver profitable top-line growth. Investors are questioning cost structures that are out o…

The Philosophy of Complexity: Are Complex Systems Inherently Tyrannical?

The Philosophy of Complexity: Are Complex Systems Inherently Tyrannical? The philosophy of complexity is developing as a field of philosophical inquiry to accompany, support, and question advances in the science of complex systems. This is warranted given that the issues surfaced by science findings signal a full slate of philosophical questions in the three main areas o…