Showing posts with label information. Show all posts
Showing posts with label information. Show all posts

Sunday, February 15, 2015

Blockchains as a Granular Universal Transaction System

Blockchain technology is a new concept in large-scale coordination due to a number of key features. First, a blockchain is an open universal transaction system. Every transaction worldwide is processed the same way and posted and made available for viewing on the blockchain. The transaction ledger is publicly-inspectable on-demand at any future moment.

Second, blockchains are trustless in the sense of not having to find or trust any of the other parties in the transaction; it is just necessary to trust the system. This suggests that orders-of-magnitude more transactions may be possible in trustless systems since the architecture is a mechanism allowing anyone to transact with anyone anywhere; geographical proximity, personal knowledge, and the search problem are all reduced or resolved. This is conceptually a next step in the progression of how Amazon (a global system) opens up trading in a way that Craigslist (geographically-local) does not.

Third, blockchains are a universal tracking system that might be able to accommodate infinitely more granularity than has been feasible and cost-effective to monitor previously. The optimality of what level of transaction detail is best to post directly to the blockchain (thus invoking the expensive mining operation for their recording) is being sorted out in different ecosystem tiers. The overall blockchain ecosystem is developing to avoid bloating the blockchain with too many micro-transactions by making use of special-purpose sidechains, decentralized off-chain storage (for example with MaidSafe, batched transactions (like batched notary sidechains to register large groups of legal documents), and Merkle trees (confirming and storing a whole corpus of data with one meta-hash).
Blockchains are a Supercomputer for Reality, a Mechanism for Orchestrating Quanta
The key idea of blockchains as a universal transaction system is that they are an automated computational mode, a seamless universal infrastructural element for the coordinated activity of granularity. Blockchains could be a universal transaction system on an order never before imagined that could possibly be used to coordinate the whole of human and machine activity. In this sense, blockchain technology is a supercomputer for reality. Any and all phenomena that can be quantized (defined in discrete units or packages) can be denoted this way and encoded and transacted in an automated fashion on the blockchain. As big data seeks to perhaps eventually model and predict all phenomena, natural and otherwise, so too might blockchains accompany big data for the tracking and administration of all phenomena.

One summary and prognostication of this dynamic and the potential universal applicability of blockchains is that anything that can be decentralized will be. This has an implied assumption about the inherent efficiency, benefit, and potential superiority in certain situations of the blockchain model. Decentralization is ‘where water goes’ (where water flows naturally, along the path of least resistance and least effort). The blockchain is an Occam’s razor, a natural efficiency process.

Blockchains are thus an intriguing model for coordinating the full transactional load of any large-scale system, whether the whole of different forms of human activity (social systems) or any other system too like a brain. In a brain there are quadrillions of transactions that could perhaps be handled in the universal transactional system architecture of a blockchain, like with Blockchain Thinking models.

Further, it is not just the transaction-handling capability of the blockchain as a universal coordination system but other properties that can also be applied through-out such as demurrage incitory stimulation for dynamic resource redistribution across the system. In Blockchain Thinking, this could be redistributing brain currencies like ideas and potentiation. Thus, it is not the mere orchestration features of universal blockchain systems but their enhancement possibilities that is perhaps the more interesting point. Not only can we better organize larger-scale existing activity with blockchains, but we can also possibly open up new classes of as-yet unimagined functionality and potentiality.

More information: Swan, M. (2015). Blockchain: Blueprint for a New Economy. O'Reilly Media.

Sunday, February 08, 2015

Technology is ‘The Other’ with whom Humans Engage the most

The Contemporary Media Environment (CME) is the current situation of the widespread connected world of computing, which features the pervasive presence of technology in an increasingly rich information environment between and amongst human and machine entities.

One aspect of the CME is the increasing emergence of technology as ‘the other’ in the human-technology relation. Humans are now in a wholly new conceptualization and interaction with technology, and also information, where non-human entities are the primary other party in the majority of interactions (Floridi 2014). Technology is ‘the other’ with whom humans are engaging the most.

The theme of the ‘technology other’ has often been explored in film, with the increasing trend of humans and technology being portrayed in full partnership, for example in Big Hero 6 (2014), Her (2013), and Robot & Frank (2012).

Another way that the CME is manifesting the technology other is through embodiment, and in an escalation in the forms and types of human interaction. The technology other is no longer conceived narrowly as Amazon and Netflix recommendations, but instead as a fully-embodied agent. An example of this is robotic personal assistants for home and work like Robotbase’s Personal Robot, MIT’s JIBO, and Amazon’s Echo. Likewise artificial companions, for a variety of functional interaction with humans, may be the next innovation.

A sense of embodiment might also be perceived with advanced voice assistants like Apple’s Siri, Google Now, and Microsoft’s Cortana; they are a new kind of object-person.

Even beyond technology-as-other is technology-as-partner: the best ‘worker’ for many contemporary jobs in the automation economy, perhaps soon to be the machine economy, is a human and a machine in collaboration (Cowen 2013, Carr 2014).

Monday, January 26, 2015

Blockchain Consensus Models Increase the Information Resolution of the Universe

There is ample opportunity to explore blockchains as a new form of information technology, including what consensus models as a core feature might mean and enable. A key question is “What is consensus-derived information?” that is, what are its properties and benefits vis-à-vis other kinds of information? Is consensus-derived information a different kind or form of information? One way of conceiving of reality and the universe is as information flows, where blockchain technology helps to delineate three distinct levels of information:
  1. Level one: Dumb, unenhanced, unmodulated data
  2. Level two: Socially-recommended data. These are data elements enriched by social network peer recommendation, which has been made possible by networked Internet models. The quality of the information is denser because it has been recommended by social peers. 
  3. Level three: Blockchain consensus-validated data. Now a third level of data has been exposed, blockchain consensus-validated data, data’s highest yet recommendation level based on group consensus-supported accuracy and quality. Not just peer recommendations, but a formal structure of intelligent agent experts, have formed a consensus about the quality and accuracy of these data. Blockchain technology thus produces a consensus-derived third tier of information that is higher resolution in that it is more densely modulated with quality attributes, and simultaneously is more global, more egalitarian, and freer-flowing. The blockchain as an information technology provides high-resolution modulation regarding the quality, authenticity, and derivation of information.

Consensus data is thus data that comes with a crowd-voted confirmation of quality, a seal of approval, the vote of a populace standing behind the quality, accuracy, and truth value of the data, in its current incarnation effectuated by a seamless automated mining mechanism. The bigger questions are “What can a society do with this kind of quality of data?” or more realistically, “What can a society do with this kind of widespread mechanism for confirming data quality?

Thinking of the benefits of consensus-derived information only helps to underline that blockchain technology might be precisely the kind of core infrastructural element, and scalable information authentication and validation mechanism, necessary to scale human progress and to expand into a global and eventually beyond-planetary society. Further, blockchains are a system of checks and balances that might help to effectuate not only friendly Blockchain AI, but also the transition to a future world of multipsecies intelligence. The speculative endgame vision is that the universe is information, where the vector of progress means transitioning toward higher-resolution information flows. Information may be conserved, but its density is not. Even beyond conceiving of blockchain technology as a core infrastructural element to scale the future of human progress, ultimately it might be a tool for increasing the information resolution of the universe.

Sunday, October 19, 2014

iSchools: Contemporary Information Technology Theory Studies

The perfect merger of academic rigor and contemporary thinking has come together in the concept of iSchools, which give practical consideration and interesting learning opportunities to the most relevant issue of our time: information. So far there are over 50 worldwide iSchools; a global pool, like bitcoin for academia. The March 2014 conference was held in Berlin and the March 2015 conference will be at UC Irvine. With higher education under reinvention pressure from all directions, the possibility of making institutional learning relevant again cannot be underscored enough.

iSchools are the perfect venue to take up not just the practical agenda within the information technology field but also the theoretical, philosophical, and societal dimensions of the impact of information technology. There have started to be some conferences regarding ‘big data theory’ (Theory of Big Data, University College London, Jan 2015), and a calling out of the need for ‘big data theory’ (Big Data Needs a Big Theory to Go with It, Scientific American, Rise of Big Data underscores need for theory, Science News). These efforts are good, but mostly concern having theory to explain the internal operations of the field, not its greater societal and philosophical effect. In addition to how ‘big data theory’ is currently being conceptualized, an explicit consideration of the general theoretical and social impact of information technology is needed. Floridi’s distinction re: philosophy of information is apt; the main focus is how the field changes society, not the internecine methods of the field.

Research Agenda:
Contemporary Information Technology Theory Studies 
Here is a thumbnail sketch of a research agenda for Contemporary Information Technology Theory Studies. Early examples of topics taken up at institutes and think tanks (like Data&Society) are a good start and should be expanded and included in the academic setting. A more appropriately robust agenda will consider the broad theoretical, social, and philosophical impact of the classes of information technology below that are dramatically reshaping the world, including specifically how our ideas of self and world, and future possibilities are changing.

Sunday, January 12, 2014

Integrated Information as a Measure of Consciousness

The fourth FQXi international conference was held in Vieques Puerto Rico January 6-10, 2014 on the Physics of Information.

The first and primary focus was on information in the quantitative physical sense, as opposed to the epistemic sense, particularly as information is used in quantum mechanics. There are several objective measurable definitions of information such as Shannon information. Objective information and other mathematical and physics theories were also used to formalize definitions and distinctions between determinism, free will, and predictability, and intelligence versus consciousness.

Many talks and debates helped to sharpen thinking regarding consciousness, where we have been stuck with crude explanatory heuristics like ‘consciousness may be an emergent property of any sufficiently complex system.’ Interesting and provocative research was presented by Giulio Tononi and Larissa Albantakis from the Center for Sleep and Consciousness at the University of Wisconsin. They have an objective measure called ‘integrated information’ which is meant as the compositional character of experience (including subjective experience), and represents the causality amongst macro-level elements within a system. There could be systems that are complex at the macro level but have low integrated information if there are not extensive mechanisms with causal relations within the system. In other words, complexity does not necessarily confer consciousness, and the relevant factors to look for could be causality and experience. 

Sunday, June 23, 2013

Interconnected Big Data World: API Services Marketplaces

A feature of the data-driven modern world is different companies (e.g.; Walgreens, BestBuy) and web properties (e.g.; eBay) offering access to their data and services via API (application programming interface).

In some part an ingenious crowdsourcing ploy and more broadly having the effect of enmeshing even more deeply the interconnected data world, API access requires a lot of coordination.

A new market segment, API management services, has sprung up to facilitate both public and private (white-label) access. Some of the leading companies in the segment include: Mashape, the cloud API platform, offering developer access to hundreds of APIs, Mashery (acquired by Intel in April 2013), an API network with standardized and richly-documented access to over 50 APIs, and Apigee, a leading provider of API services for enterprises and developers. Other related companies include 3scale, WebServius, and Layer 7 Technologies. A related company Zapier enables task-automation between online services like Salesforce, Basecamp, and Gmail.

API management services are growing marketplaces for the management, distribution, and consumption of APIs. Developers gain the ability to have a standard interface for quickly accessing and working with data from hundreds of sources. Web properties and corporations gain a standardized and outsourced management solution to coordinate external developer interactions and extend their ecosystems.

Sunday, July 15, 2012

Behavior change through information availability and financial incentives

The presence of the big data era is increasingly difficult to ignore, but what is its influence exactly? Even if big data results in some beneficial outcomes, are humans being enslaved or empowered?

One example of behavior change through the availability of big data is personal power consumption. Home electricity consumption was reduced when individuals were able to self-monitor and obtain feedback on their resource use. There were 7-10% reductions with data and feedback [1,2], and a 32% reduction with data and feedback plus incentives [3].

It is a subtle line between the coercion of social pressure and other invisible influences and the ability to make a truly self-empowered choice whilst living in society. One answer philosophers have had to this question is that at least awareness of the issue helps. Irrespective of the source of motivations, the fact that responsibility-taking through greater awareness and access to information has been demonstrated could possibly be extended to have a similarly transformative impact on health and other sectors.

References
[1] Wood G, Newborough M. Dynamic energy-consumption indicators for domestic appliances: environment, behaviour and design. Energy and Buildings 2003 Sep;35(8);821-41.
[2] Parker DS. Pilot Evaluation of Energy Savings from Residential Energy Demand Feedback Devices. Solar Energy 2008 Jan; 13.
[3] Petersen JE, Shunturov V, Janda K, Platt G, Weinberger K. Dormitory residents reduce electricity consumption when exposed to real-time visual feedback and incentives. International Journal of Sustainability in Higher Education 2007;8(1);16-33.

Sunday, February 27, 2011

Reality: analog, digital, or information compression continuum?

The Foundational Questions Institute (FQXi) has a thought-provoking new essay challenge for seasoned physicists, cosmologists, and lay-persons to answer: “Is Reality is Digital or Analog?

In one sense, analog and digital is not an either/or question but two points on a continuum. Analog and digital are different information compression algorithms, using frequency and amplitude as levers for modulating information onto electromagnetic spectrum. As analog has progressed to digital, so too could there be several subsequent phases of information compression algorithms that are denser than digital.

Along the electromagnetic spectrum (Figure 1), analog communication uses radio waves, analog and digital satellite communication uses microwave frequencies, and digital communication uses fiber optics in the visible spectrum. Next-gen terahertz communications systems are already under development.

Figure 1. Electromagnetic spectrum


Quantum computing modulates atoms with information. Eventually, maybe all atomic and energy quanta could be modulated with information (smart matter). In the farther future, modulating information onto the other three forces (strong, weak, and gravitational) could be explored, along with the modulation of dark energy and dark matter. Gadget of the future: dark energy multiplexer.

Figure 2. Harnessing gravity waves through muons despite their 1.56 microsecond half-lives?

Sunday, January 23, 2011

Cognitive and social enhancement tools

Computer software and the internet have long been cognitive enhancement tools. Spellchecker obviated the need for spelling skills. Wikipedia and the internet obviated the need for fact memorization. There is less reason to earn a PhD if the module might be available as a cognitive plug-in within a few years.

The need to speak foreign languages is reduced with Google Translate for Android.

Social networks like Facebook are acting as a social prosthetic. It is now possible to have a massively larger context-driven social apparatus with deep-interest specificity.

Accessing, assimilating, applying, and interacting around knowledge and information has become the critical 21c skill set.

Tuesday, July 31, 2007

Alt approaches to AGI

50+ year old attempts at creating AGI have not been successful. It is possible that AGI cannot be generated from current methods and technologies; the wrong tool is being used, sort of like trying to build a 747 with a toothbrush. Electromagnetism, silicon and Von Neumann architectures may not ever have the capacity to achieve AGI even allowing for continued increases in processing, storage and memory and architectural shifts such as parallelism.

Other substrates might work
Getting around the rigidity of Von Neumann, mathematical, logic-based, computational approaches, symbolic approaches and traditional computers, other computational substrates like quantum computing, DNA computing, etc. might work and also those that humans have not yet invented, discovered or exploited for this purpose like light, air, memes and information. There must be other substrates, and other viable approaches that are not constrained by mathematics and logic.

Information as a substrate
Narrowly, the only existing example of general intelligence is the human brain and the basic requirements of AGI are self-replication and self-improvement. Considering self-replication, there are many examples of more effective self-replication than humans, for example, memes, disease and microbes. Considering self-improvement, memes also self-improve more effectively than humans as they are refined through repetition, and have the unbounded ceiling for improvement of true AGI.

Taking advantage of the self-reproducing and self-improving properties and using memes and information as a novel computing substrate might be one way of extending AGI progress.

Information as a substrate could be developed symbiotically with a very broadly applicable new understanding of the laws of physics based on information and entropy as opposed to mass and energy.

Friday, December 17, 2004

Stratified information

There needs to be an increasing number of levels of information about certain topics, especially technology areas. People want to understand things at different levels and there is tremendous value in receiving information tailored to different tiers. Unless one is in the practitioner area, the full technical detail is not relevant and the salient concepts and issues summary will be most relevant, at a variety of levels of detail. Horizontal studies, like identifying and working with similar patterns and linkages across fields is perhaps as important as the vertical levels.

The need for stratified information is an effect of having so many more areas and sub-areas, especially in science. In the days of Darwin, polymaths could really be technical experts in many if not most fields. While that may still be somewhat possible today, it is challenging and not useful for one to be an expert in one's entire field. For the practitioner, the focus is on the application and extension of the specific. For the generalist, the value is not in being a deep technical expert in multiple areas but rather to be versed in the key concepts and issues of multiple areas.

The need for stratified information is also driven by the sheer volume of information and the limited capability of the human mind to process, comprehend, retain and use this amount and complexity of information. There should be ways for humans to more effectively interact with information, for example to comprehend-on-demand.