Decision Making as Output and Bounded Rationality

  The classical economics theories proceed on the assumption of rational agents. Rationality implies the economic agents undertake actions or exercise choices based on the cost-benefit analysis they undertake. The assumption further posits that there exists no information asymmetry and thus the agent is aware of all the costs and benefits associated with the choice he or she has exercised. The behavioral school contested the decision stating the decisions in practice are often irrational. Implied there is a continuous departure from rationality. Rationality in the views of the behavioral school is more an exception to the norm rather a rule. The past posts have discussed the limitations of this view by the behavioral school. Economics has often posited rationality in the context in which the choices are exercised rather than theoretical abstract view of rational action. Rational action in theory seems to be grounded in zero restraint situation yet in practice, there are numerous restra

Networked Information Economy and Social Production


A distinctive feature of the digital economy emergent in the last couple of decades or so has been the rise of networked computer mediated communication environment. This is in contrast to scale enabled industrial information economy that permeated the business backdrop for more than three and half centuries. A byproduct of new digital topography has been the movement of  non-market and non-proprietary  means of production and exchange to the core from the periphery.

The industrial information ecosystem compelled production on a commercial scale. Given the factors of production and costs associated with them, it was relatively difficult if not impossible to build up alternative models of production based on non-proprietary and non-market models. However, a robust nonprofit sector did exist for centuries. What has however changed is the scale and scope of the operations of the same. The propositions of Alfred Chandler are being restructured and revisualised in the digital era.

An exploration of the factors than made possible the alternative models of production and distribution would be worth pursuing. The input patterns are observing a significant change. In contrast to the machines and factories that dominated the landscape in the industrial era, it is the humble personal computer or its derivatives like laptops, palmtops or even mobile handsets that symbolize the physical capital of the networked information era. To add to the personal computer is its connectivity to the rest of the universe through the internet. The rapid diffusion of internet has exceeded the expectations of even its most ardent advocates. Internet has brought about a radical change in consumption patterns at all layers of the society. Therefore, a mobile handset or a personal computer is not merely a tool of production but also a device for consumption. It adds to the production function as much as it enhances the utility function.

A mobile handset or a PC is essentially a mid granular input. Granualrity refers to the size of the modules in terms of time and effort that an individual must invest in producing and using them. Further it is linked to affordability and usability by an individual. A car is highly granular in underdeveloped country but mid granular in developed country. Moderating a website of restaurant reviews in finely granular while debugging an open source project is highly granular. A personal computer or a mobile handset can be termed as mid granular inputs. To add to their granularity they are lumpy. Lumpiness refers to indivisibility of the same. They come with certain discrete storage capacity and processing speed, empirical studies of which have shown less than 50% usage in the normal course. Large slack of capacity utilization exists.  Further the production tasks are increasingly modularized. Modularization enables the work to be divided and circulated among multiple nodes before recombining the same at the central hub.

At a commercial level, the rise of cloud and fog computing are manifestations of the above phenomenon. Yet there is a vast space for non-commercial applications like pure sciences. Building supercomputers operating at high teraflops speed. Yet the same can be achieved through distributed computing and parallel processing. The examples of Search for Extra-terrestrial Intelligence (SETI), protein mapping, gene mapping etc. demonstrate the applications of what Benkler would term as commons based peer production. Computational biology, astronomy are perhaps greatest beneficiaries at the moment though the applications are still at the tip of the iceberg.  To India, the rapid growth of mobile device adoption has resulted in around 15 billion GB per month of mobile data consumption. Given that India’s mobile data consumption exceeds combined aggregate of US and China, opportunities abound in noncommercial distributed computing.

The granularization of inputs have created an output in human meaning and communication. Computation, storage and communications capacity are in the hands of practically every connected person. It gives potential for abundant creativity and noncommercial creative output on YouTube, TIk Tok, Instagram, Facebook, Twitter etc. are symbolizing the shift to an economy centered on information and cultural production and manipulation of symbols. The industries engulfed by the switch range from financial services to software to films to branding to advertising to many more. The critical message is the increasing centrality of information, knowledge & culture to human freedom and progress.

The use of a connected PC or a mobile device as an input has resulted in the societal distribution of capital costs. To pure sciences, research and development involves high capital costs and the key capital input would be the computing devices. By enabling the shift of computing for SETI, protein@fold among others to host of parallel processing systems making use of idle capacity of its users, the capital costs have been spread across the society. To an individual users who is essentially is lending his or her personal computing device for the scientific research, it is the sense of achievement or affiliation that emerges from the entire process. Moreover, it could be an constructive application of the cognitive surplus.

Wikipedia built upon by the contributions of thousands of users is classic example of constructive cognitive surplus as opposed to passive receptivity like television couch potatos or whiling away time in pubs etc. Analogues to Wikipedia would be open source platforms and communities that harness the cognitive surplus through an application of what economists would call backward bending labour supply curve. The emergence of numerous user interest communities and platforms too are an outcome of this societal distribution of costs of knowledge creation, dissemination and distribution something Britannica could perhaps have never come about with.  

The Google Supply Chain through its search algorithm monetizes the production from such thousands of spokes who search for their self-interest. In fact the design and enhancement of Google Search algorithm making use of user preferences and clicks to improvise future searches is a interesting illustration of monetizing self-interest principle of Adam Smith.  The information exchanges confined to the elite has now been released to the masses. The confinement of exclusivity seems archaic.

the shift is manifested in changing terms of access to information and knowledge assets from corporation to individual. It is not corporation doesn’t control the access but it is no longer an undisputed monopoly or a one way street of information flow. The augmented connectivity is unfettered by geography, class or scale, alluring small producers with irresistible opportunities. The only constraint seems the software being the rate limiter, to borrow a phrase from chemistry. The emergent dynamic value chains and consequent ubiquity of IT products and services have generated internet interfaces which no longer seem a scarce exquisite specialty. The vertical communication is giving way to horizontal communication altering the entire dynamics of ‘raja-praja’ information hierarchy predicted on the industrial information superstructures.



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