Google Applies For Patents That Touch On Fundamental AI Concepts

mikejuk writes: Google may have been wowing the web with its trippy images from neural networks but meanwhile it has just revealed that it has applied for at least six patents on fundamental neural network and AI [concepts]. This isn't good for academic research or for the development of AI by companies. The patents are on very specific things invented by Geoffrey Hinton's team like using drop out during training, or modifying data to provide additional training cases, but also include very general ideas such as classification itself. If Google was granted a patent on classification it would cover just about every method used for pattern recognition! You might make the charitable assumption that Google has just patented the ideas so that it can protect them — i.e. to stop other more evil companies from patenting them and extracting fees from open source implementations of machine learning libraries. Google has just started an AI arms race, and you can expect others to follow.

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The world political situation as a whole is chiefly characterized by a historical crisis of the leadership of the proletariat.

The economic prerequisite for the proletarian revolution has already in general achieved the highest point of fruition that can be reached under capitalism. Mankind’s productive forces stagnate. Already new inventions and improvements fail to raise the level of material wealth. Conjunctural crises under the conditions of the social crisis of the whole capitalist system inflict ever heavier deprivations and sufferings upon the masses. Growing unemployment, in its turn, deepens the financial crisis of the state and undermines the unstable monetary systems. Democratic regimes, as well as fascist, stagger on from one bankruptcy to another.

The bourgeoisie itself sees no way out. In countries where it has already been forced to stake its last upon the card of fascism, it now toboggans with closed eyes toward an economic and military catastrophe. In the historically privileged countries, i.e., in those where the bourgeoisie can still for a certain period permit itself the luxury of democracy at the expense of national accumulations (Great Britain, France, United States, etc.), all of capital’s traditional parties are in a state of perplexity bordering on a paralysis of will.

The “New Deal,” despite its first period of pretentious resoluteness, represents but a special form of political perplexity, possible only in a country where the bourgeoisie succeeded in accumulating incalculable wealth. The present crisis, far from having run its full course, has already succeeded in showing that “New Deal” politics, like Popular Front politics in France, opens no new exit from the economic blind alley.

International relations present no better picture. Under the increasing tension of capitalist disintegration, imperialist antagonisms reach an impasse at the height of which separate clashes and bloody local disturbances (Ethiopia, Spain, the Far East, Central Europe) must inevitably coalesce into a conflagration of world dimensions. The bourgeoisie, of course, is aware of the mortal danger to its domination represented by a new war. But that class is now immeasurably less capable of averting war than on the eve of 1914.

All talk to the effect that historical conditions have not yet “ripened” for socialism is the product of ignorance or conscious deception. The objective prerequisites for the proletarian revolution have not only “ripened”; they have begun to get somewhat rotten. Without a socialist revolution, in the next historical period at that, a catastrophe threatens the whole culture of mankind. The turn is now to the proletariat, i.e., chiefly to its revolutionary vanguard. The historical crisis of mankind is reduced to the crisis of the revolutionary leadership.