This article focuses on Deep Learning, the sub-field of Artificial Intelligence that leads the current exponential development of the sector. As we seek to envision how a future AI-powered world will look and what it will mean to its actors, notably in terms of politics and geopolitics, it is indeed fundamental to first understand what is AI.
We shall first give examples of how Deep Learning is used in the real world. We distinguish two types of activities: classical AI-powered activities and totally new AI-activities, related to the very emergence of DL. In both cases we shall point out their revolutionary potential.
Then, we shall take a deeper dive in the world of Deep Learning, taking as practical example the evolution of Google’s DeepMind AI-DL program initially developed to win against human Go masters: AlphaGo, then AlphaGo Zero and finally AlphaZero. After briefly presenting where DL is located within AI, we shall focus first on Deep Neural Networks and Supervised Learning. Second we shall look at the latest evolution with Deep Reinforcement Learning and start wondering if a new AI-DL paradigm, which could revolutionise the current dogma regarding the importance of Big Data, is not emerging.
Tag Archives: featured
The Renminbi on the Tracks of the U.S. Dollar?
China has entered a “new era” where it should “take centre stage in the world” said President Xi Jinping during his opening speech at the 19th National Congress of the Communist Party of China (18-24 October) (Xi Jinping: “Time for China to take centre stage”, BBC News, 18 October 2017). This is poised to have …
Continue reading “The Renminbi on the Tracks of the U.S. Dollar?”
Artificial Intelligence on the Chinese New Silk Road
In this article, we shall study how the deployment of the B&R integrates the deployment of the sinosphere through the increasing use of AI as a tool to reinforce the efficiency of the international transport, information and communication infrastructures that actually shape the New Silk Road/B&R.
When Artificial Intelligence will Power Geopolitics – Presenting AI
“Killer Robots” worry the international community. From 13 to 17 November 2017, the Group of Governmental Experts on Lethal Autonomous Weapons Systems (LAWS), also familiarly designed as “killer robots” met for the first time in Geneva (UN Office at Geneva). LAWS are, broadly speaking, autonomous systems (robots) animated by artificial intelligence, which can kill without …
Continue reading “When Artificial Intelligence will Power Geopolitics – Presenting AI”
Challenges Looming over the Petrodollar System
This article focuses mainly on the petrodollar system, which is at the heart of the U.S. dollar supremacy, and on the challenges it meets. Meanwhile, these trials start outlining potential futures for the international currency system.
The Chinese Artificial Intelligence Revolution
The artificial intelligence (AI) world summit took place in Singapore on 3 and 4 October 2017 (The AI summit Singapore). If we follow this global trend of heavy emphasis on AI, we can note the convergence between artificial intelligence and the emergence of “smart cities” in Asia, especially in China (Imran Khan, “Asia is leading …
Continue reading “The Chinese Artificial Intelligence Revolution”
The Paradox of U.S. Decline … and the Tensions with North Korea
This article stresses the paradoxical character of a U.S. decline, and addresses the impossibility for the U.S. to accept its demise as superpower. It applies this framework to the case of the 2017 tensions with North Korea, and deduces a possible future path for the U.S. course of action, as well as possible levers regarding …
Continue reading “The Paradox of U.S. Decline … and the Tensions with North Korea”
Everything you Need to Know to Understand the Islamic State’s Terrorist Attacks, Cope … and Fight Back
Whatever way one wants to see it, despite defeats in Syria, Iraq, Libya, and the Philippines, the Islamic State has not disappeared and will most probably remain a feature of our world for some times. The regular terrorist attacks taking place throughout the world are there to remind us that to win over ideas – …
Towards the End of the US Dollar Supremacy? How Currency Internationalization Impacts State Power
In this article, we shall look further upon the impacts that currency internationalization has not only on the issuer’s economy but also on its foreign policy, international power and status, as stemming from each currency function (medium of exchange, unit of account, store of value, both at the private and the public level). This will …
China: Towards the Digital and Ecological Revolution?
“Airpocalypse” turns the air of the great Chinese cities into a kind of chronic and massive chemical attack. Meanwhile, ecological issues are gaining a new and strong political traction. In the meantime, China is also becoming a world leader of the digital transformation. In other words, two major dynamics run through China in the same …
Continue reading “China: Towards the Digital and Ecological Revolution?”