there are some sources of energy which  which create a negative value because of   00:48:39 of of global climate change and climate working  and warming and you know all the negative   external effect of using some energy so we have  some to make some of the energy uh sources just   illegal you know we have to keep some of the oil  in the ground we have to stop looking for new oil   and gas so you know so the solution to some of  the of the energy questions we have is just to to   00:49:04 to make illegal you know the use of certain energy  and to to to move to other energy so that's part   of the answer now if we if we have done that  and we deal with with energy that don't have the   the negative this much bigger negative impact  on mankind than their positive productive impact   then you know redistribution of wealth must be  about all forms of wealth you know whether it's   00:49:32 rent or energy or financial assets or i  was seeing you know we we need to have a   permanent circulation of wealth and power so you  know that's the way i i view you know taxation of   wealth is will be a permanent you know progressive  tax on net wealth which in effect will will will   wipe out all the biggest uh wealth right away you  know say up to 90 percent tax per year for you   00:49:59 know for for billionaires but among you know there  will still be some people who want 100 000 dollars   some people who earn 1 million or 2 million but  there will be a permanent circulation of wealth   holdings within within this limited uh wealth  gap that that will still exist and this should   be for all forms of wealth you know whether it's  land or housing or whatever whatever the origin

need for transformative changes in consumption patterns is particularly pertinent for wealthier nations and the rising global middle-class, given higher per capita levels of material consumption and aspirational effects on others. In contrast, for the most disadvantaged people in the world, material consumption must increase to meet multiple SDGs including eradicating poverty and hunger (McMichael et al., 2007); this may also help reduce unsustainably high rates of population growth in many regions if coupled with education and empowerment of women

Redistribution can easily become a bottleneck due to the bandwidthof cross-device links usually being magnitudes smaller than that of the on-device memory bus.

Modern large-scale deep learning workloads highlight the need for parallel execution across many devicesin order to fit model data into hardware accelerator memories. In these settings, array redistribution maybe required during a computation, but can also become a bottleneck if not done efficiently

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十三五

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分析：“十三五”中国寄望内需拉经济 收入分配改革首当其冲

Creating a Workforce Housing Equity Fund: Tech companies taking advantage of tax breaks should pay into a Workforce Housing Equity Fund for building affordable housing as part of their Community Benefits Agreements.

There is no benevolent historical force, however, that will inexo- rably lead the technological-economic moment to develop towards an open, diverse, liberal equilibrium. If the transformation occurs, it will lead to substantial redistribution of power and money from the twen- tieth-century, industrial producers of information, culture, and com- munications—like Hollywood, the recording industry, and the tele- communications giants—to a widely diffuse population around the globe. None of the industrial giants of yore are going to take this re- distribution lying down. Technology will not overcome their resis- tance through some insurmountable progressive impulse. The reor- ganization of production, and the advances it can bring in democracy, autonomy, and social justice will emerge, if it emerges, only as a result of social and political action.