Snapshot
What Martin Ford predicts in his book, The Rise of the Robots, about the state of jobs in the future is far from bright. Are jobs getting away from us?
Winner of the FT & McKinsey & Company Business Book of the Year 2015 Award, Martin Ford’s The Rise of the Robots: Technology and the Threat of Mass Unemployment (2015) talks about how businesses are automating jobs in large numbers, causing unemployment in the millions. Another book deals with the same theme: the ebook Race Against the Machine (2011), written by professors Erik Brynjolfsson and Andrew McAfee of Massachusetts Institute of Technology.
Brynjolfsson and McAfee narrate the story of the inventor of chess.
On inventing chess, the inventor shows his creation to the emperor. The emperor, pleased with the game, asks him to name his reward. The clever inventor asks for one grain of rice for the first square of the chessboard, two grains for the second, four for the third and so on, with each square receiving twice as many grains as the previous square.
The emperor underestimates the size of the reward and agrees to it. The constant doubling results in very large numbers and, at the 64th square, the clever inventor stands to receive a pile of rice much bigger than Mount Everest – much more rice than ever existed on the planet.
Brynjolfsson and McAfee make the point that up to the 32nd square, the quantity of rice is not very large; at the 32nd square, the inventor stands to receive about four billion grains of rice, a reasonable number.
It is when they proceed to the second half of the chessboard that the compounding yields devastatingly large numbers. Brynjolfsson and McAfee use this chessboard scenario as an analogy to explain what’s happening with technology and jobs today.
The authors tell us that we are seeing a constant doubling in the technology domain.
Moore’s law predicts a doubling of computing power every 18 to 24 months. Are we in the second half of the chessboard yet?
More than 32 doublings have taken place since the computer was introduced in the 1950s, and Moore’s law still holds valid. This persistent doubling has resulted in some drastic changes to both society and business.
In the United States, in the first decade of the twenty-first century, the net job growth rate has been zero. Zilch.
This is not only because of the 2008 crisis, but also because several jobs are getting automated by technology and robots. In spite of this (towards the end of their ebook), Brynjolfsson and McAfee see an optimistic future where people will work harmoniously in tandem with robots, and the world will continue to hum along.
In The Rise of the Robots: Technology and the Threat of Mass Unemployment, Ford takes a more pessimistic view. Ford writes:
In general, computers are becoming very proficient at acquiring skills, especially when a large amount of training data is available. Entry-level jobs, in particular, are likely to be heavily affected, and there is evidence that this may already be occurring. Wages for new university graduates have actually been declining over the past decade, while up to 50 percent of new graduates are forced to take jobs that do not require a degree.
In the beginning of the Industrial Age, there were many cotton workers who lost their jobs due to automation of cotton spinning. But other sectors flourished, and many cotton workers secured employment elsewhere.
Now, we are seeing automation in virtually every sector and it raises the spectre of mass unemployment across sectors. The world, according to Ford, may be controlled by an elite minority who own automated industries – and inequality will be high and widespread.
Ford is an expert at tackling the technology part – he covers things like nanotechnology and 3D printing and deep learning – and he is no less adept at economics. He asks what the government can do when faced with the threat of mass unemployment.
We need a paradigm shift in economics, he says. Citing Austrian economist Friedrich Hayek, he recommends the provision of a basic, or guaranteed, income which would help people survive in times of adversity without killing off ambition or aspirations.
What does the future bode for us: the Pollyannaish picture painted by Brynjolfsson and McAfee, or the dismal doom depicted in Ford’s book? This is an important question since the outcome is going to affect us and our children
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In a diverse country like India, where each State is socially, culturally, economically, and politically distinct, measuring Governance becomes increasingly tricky. The Public Affairs Index (PAI 2021) is a scientifically rigorous, data-based framework that measures the quality of governance at the Sub-national level and ranks the States and Union Territories (UTs) of India on a Composite Index (CI).
States are classified into two categories – Large and Small – using population as the criteria.
In PAI 2021, PAC defined three significant pillars that embody Governance – Growth, Equity, and Sustainability. Each of the three Pillars is circumscribed by five governance praxis Themes.
The themes include – Voice and Accountability, Government Effectiveness, Rule of Law, Regulatory Quality and Control of Corruption.
At the bottom of the pyramid, 43 component indicators are mapped to 14 Sustainable Development Goals (SDGs) that are relevant to the States and UTs.
This forms the foundation of the conceptual framework of PAI 2021. The choice of the 43 indicators that go into the calculation of the CI were dictated by the objective of uncovering the complexity and multidimensional character of development governance

The Equity Principle
The Equity Pillar of the PAI 2021 Index analyses the inclusiveness impact at the Sub-national level in the country; inclusiveness in terms of the welfare of a society that depends primarily on establishing that all people feel that they have a say in the governance and are not excluded from the mainstream policy framework.
This requires all individuals and communities, but particularly the most vulnerable, to have an opportunity to improve or maintain their wellbeing. This chapter of PAI 2021 reflects the performance of States and UTs during the pandemic and questions the governance infrastructure in the country, analysing the effectiveness of schemes and the general livelihood of the people in terms of Equity.



Growth and its Discontents
Growth in its multidimensional form encompasses the essence of access to and the availability and optimal utilisation of resources. By resources, PAI 2021 refer to human resources, infrastructure and the budgetary allocations. Capacity building of an economy cannot take place if all the key players of growth do not drive development. The multiplier effects of better health care, improved educational outcomes, increased capital accumulation and lower unemployment levels contribute magnificently in the growth and development of the States.



The Pursuit Of Sustainability
The Sustainability Pillar analyses the access to and usage of resources that has an impact on environment, economy and humankind. The Pillar subsumes two themes and uses seven indicators to measure the effectiveness of government efforts with regards to Sustainability.



The Curious Case Of The Delta
The Delta Analysis presents the results on the State performance on year-on-year improvement. The rankings are measured as the Delta value over the last five to 10 years of data available for 12 Key Development Indicators (KDI). In PAI 2021, 12 indicators across the three Pillars of Equity (five indicators), Growth (five indicators) and Sustainability (two indicators). These KDIs are the outcome indicators crucial to assess Human Development. The Performance in the Delta Analysis is then compared to the Overall PAI 2021 Index.
Key Findings:-
In the Scheme of Things
The Scheme Analysis adds an additional dimension to ranking of the States on their governance. It attempts to complement the Governance Model by trying to understand the developmental activities undertaken by State Governments in the form of schemes. It also tries to understand whether better performance of States in schemes reflect in better governance.
The Centrally Sponsored schemes that were analysed are National Health Mission (NHM), Umbrella Integrated Child Development Services scheme (ICDS), Mahatma Gandh National Rural Employment Guarantee Scheme (MGNREGS), Samagra Shiksha Abhiyan (SmSA) and MidDay Meal Scheme (MDMS).
National Health Mission (NHM)
INTEGRATED CHILD DEVELOPMENT SERVICES (ICDS)
MID- DAY MEAL SCHEME (MDMS)
SAMAGRA SHIKSHA ABHIYAN (SMSA)
MAHATMA GANDHI NATIONAL RURAL EMPLOYMENT GUARANTEE SCHEME (MGNREGS)