Showing posts with label machinelearning. Show all posts
Showing posts with label machinelearning. Show all posts

Apr 8, 2023

Information, connectivity and networked life as understated but intrinsic qualities of smart cities.

Please visit my web page "Urban Tenets" at https://urbantenets.nl/

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The flow of information has evolved from farmers reading the sign of nature to estimate rainfall, to kingdoms relying on harbinger posted on hilltop communicating warning signs about approaching enemy convoys, to messages critical getting delivered through telegraph using Morse code, to modern-day ICT and mass media revolution.

Connectivity has not just emerged in terms of shortening the physical distance but assumed a new role and meaning that simply didn’t exist centuries back i.e., virtual connectivity.

Networked life, though has existed from the very beginning of societal structural formation, the emergence of trade activities, and evolution of economic ecosystem; it was never as organised, resilient, and transitory as today.

The way social and technological evolution occur, like an almost unstoppable but invisible force; it remained almost unnoticeable, until recently. While we assume that getting timely information, availing universal connectivity, and living a networked way of life is fundamental and intrinsic to society, almost like the presumed service rights; only until we encounter paucity of information, obstruction in connectivity or experience friction or blockage in network.

What it takes for cities to offer a seamless flow of information, ubiquitous connectivity, and resilient modern networked life? Almost all of the above values and conveniences of modern life can be encapsulated under the ambit of the smart city concept; with the concerted efforts of multiple stakeholders.

The city administrations, city managers, and urban planners have to leverage all of these in a holistic, inclusionary, and cautionary manner while creating a fail-safe provision for system redundancy. The discourse around amorphous and shape-shifting “smart city concepts”, yet seemingly an unstoppable force, is increasingly required to be directional and formulative (instead of divisive) to be constructive. 

Author: Anoop Jha

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[Recent update

Starting 2024, launching urban management, interior design, home decor and commissioned artwork services in the Netherlands, serving local as well as international remote clients.

Please Note, that I am also conducting a FREE 45-minute online individual consultation on your interior design and home decor needs and aspirations if you are in the Netherlands or even internationallyDrop me an email at anoop.jha@gmail.com 

Please visit my web page "Urban Tenets" at https://urbantenets.nl/

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#smartcity #urbanmanagement #urbandevelopment #ICT #Digitalisation #governance #egovernance #publicpolicy #ml #machinelearning #iot #Rotterdam #Amsterdam #DenHaag #Delft #Alkmaar #DenBosch #Eindhoven #Utretch #Hague #Netherlands

Feb 20, 2023

Need of reinventing planning and analysis processes in view of colossal data and novel technology.

Please visit my web page "Urban Tenets" at https://urbantenets.nl/

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Projections, theories, conclusions and research methodologies being put together, shaped over years, formulated over months, are susceptible of getting outdated even before getting published and usually starts losing significance by the time actually put into practice. Even moment after arriving at a conclusion, outcomes are getting overshadowed and gets diluted considering unavoidable quantum of intellectual insights, discussions, counterarguments and constructive criticism on subject which follows on multiple public forums, not to speak of colossal new raw data surfaced post publication which was never part of base data and assumptions in the first place and poised to lead outcome to a different conclusion. Even scientific theories, concepts and methods change over time or sometimes radically on a new discovery.

We need to acknowledge that data being an amorphous, colossal and dynamic entity and a foundational attribute as a common denominator across knowledge streams has unprecedented and overwhelming potential to disrupt edifice of accumulated knowledge. To give a perspective and to substantiate thoughts its noteworthy that as per Forbes 2018 report there are 2.5 quintillion bytes of data created each day and 90 percent of data was generated over just two years. Its nearly impossible for any individual or expert to process such flux of data in a limited time with exiting widespread tech-tools, where any random piece of newly generated data may be vital and not to be overlooked. We also need to acknowledge that most of existing workforce around the world is neither equipped to handle such amount of data nor skilled enough today to use exascale computing system which may arrive anytime soon. It’s difficult to come to terms to the fact that a substantial quantum of unfiltered near real-time data can supersede a legitimate factual outdated piece of information. There is also an urgent need to recognise the upcoming role of machine in data processing and experts should increasingly focus more on human aspects of planning and policy.

Learning, for individuals as well as community, is an enlightening journey from one conclusion followed by disruption leading to another conclusion and so on, that’s how we evolve, hence policies, governance and planning processes have to take cognizance of the ever emerging information and data set, quickly and constantly adapting to the new data inferences and insights and should mimic the dynamic attributes based on which they are drafted and implemented.

It also leads to the realisation that traditional predefined data sets and tools to analyse and interpret data, including popular methodology of research and planning are somewhat overrated and calls for a new renaissance.

Author- Anoop Jha

Feb 17, 2023

What it would mean to live in a Smart City 2035, for instance?

Please visit my web page "Urban Tenets" at https://urbantenets.nl/

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Thinking of a future time when basic efficiency has already been achieved through several rounds of smart interventions.   

So, what comes to mind, when one thinks of living in a true smart city on a future time, is possibly the ease, efficiency, on-demand, quality life, that is there for inhabitants; while for institutions of all kinds, both public and private, it may mean better information, management and rate of return. 

Will it be more flat or more hierarchical? Top down or bottom-up? Uniform or asymmetric? Need to deliberate more on “what would be?” Vs “what should be?”

Are there any trade-offs? Possibly yes, as it may have to do with “choices” Vs “(new) obligations”, “ease” Vs “dependency”, “security” Vs “infringement”, “carefree” Vs “competency”, “fragile” vs “fittest”; where each trade-off requires deep inspection, logical adjustment and subtle handling.   

Thinking of belongingness; does that mean “those inside the smart city” Vs “those outside”, “those deserving to be inside” Vs “those better left outside”? Further to brainstorm, how do we assure its equitable and widely acceptable. 

Will it reinstate the concept and need of city boundary, may be virtual geofencing, like a regression in time; boundary which took past several decades to get blurred on the contrary. 

Subject like this which touches so many lives including several facets of life, requires a visionary introspection, lengthy collaborative thinking and sympathetic approach; a true smart city cannot simply be achieved through big data, disruptive technology and linear institutional thinking. 

There seems to be a lot of room for debate, before we conclude on idea of smart city.  

Author: Anoop Jha

#smartcity  #urbanmanagement #urbanplanning #systemthinking #institution #smartsolutions #futuretech #design #future #technology #equility #sustainability #resilience #Rotterdam #bigdata #community #Netherlands #India #Delhi #iot #AI #5G #sensorfusion #connectedinfrastructure #autonomus #machinelearning

Feb 16, 2023

Not anytime sooner AI or ChatGPT will surpass human intelligence or completely fulfil human desire for excellence.

Please visit my web page "Urban Tenets" at https://urbantenets.nl/

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As the saying goes - there are finer fishes in the ocean then ever been caught. Likewise, there is way too much human experiences than ever been documented, way too much knowledge then ever been published, countless layers of emotions then ever been fathomed. Worth mentioning, as above knowledge and experiences never made their way to big data with which machines are being trained in principle.

Machine intelligence may amuse one, may even trick one, for a moment or two for sure, may serve the worldly purpose to much extent as well, but not going to surpass human intelligence (not in terms of weather prediction) and instinct any time sooner, neither fulfil their quest and expectations. Needs of human intellect is more than ever possibly to be fulfilled by machine or AI, at least not in near term.

History is dotted with precedents. Take a look at art for instance, photography and digital media were perceived to have immense disruptive potential, and they actually disrupted creativity and aesthetics, but never could kill art, rather made art more stronger. Take example of internet, it had potential to disrupt knowledge and it did, but could never uproot academia, rather it strengthened it. Take for instance cars, there was technically no going back to non-motorised vehicle, but bicycle prevailed and rather going stronger. When there came polyester, there was no going back to handloom, but it left people longing even more for cotton. Likewise the advent of genetically modified food and reactionary human quest for organic produce. And robots that could never render manpower obsolete.

As human needs and reactions to external events are way complex, hence their self organising tendency around any new disruption is also evident. Human being prefer to dwell at the borderline of existence, to have a chance to immerse oneself in experience in one instance (sometimes driven by technology) and withdraw in private seclusion in next moment. Essentially delocalised and never to be confined in one orbit.

Human quest remains unchallenged, as there is no technology which can quench their thirst, their quest for excellence, and search for newness. The best thing one can do in such times of technological flux is to embrace the change and keep calm!

Author: Anoop Jha

#technology #ChatGPT #AI #ML #bigdata #machinelearning #futuretech #disruption #smartcity #urbanplanner #architect #Rotterdam #Hague #Eindhoven #Utrecht #Amsterdam #Netherlands

Image:Pixabay 

Feb 8, 2023

What with data protection and privacy in smart city debate?

Please visit my web page "Urban Tenets" at https://urbantenets.nl/

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DataProtection and Privacy must be assessed without fixating on SmartCity.

Data vulnerability and privacy is a subject that goes beyond surveillance and facialrecognition and many a times has nothing to do with smart city, as people are usually no less vulnerable even outside smart city jurisdictions.

To give this a perspective, from the moment a child is born they tend to become a data point for someone or other, sometimes with or without parental consent depending on which part of world they are in. From their medical test report, to vaccination record, to genetic database, to TV shows they watch, to all the schools they go to or not, even those drop out from school become data points for some research or statistics. Strange enough this is achieved without children necessarily requiring to own a phone.

Collecting data from adults is far easier. Child again become a goldmine of data as they become adult, the moment they are obliged to own a phone without which it may be impossible to access even many day to day or other services in almost every part of world, or whether they own phone by choice. Interestingly our interaction, inaction and rejection (e.g. with website) all becomes equally valid data element for someone out there. 

Hundreds of access and tracking permissions that we give to random sites and apps including saving passwords and what not, all the cookies sitting in our phones and laptops, altogether with our linked identity, possibly makes us more vulnerable sitting at home compared to being out there in street facing surveillance cameras and street sensors.

We entrust and never usually question scores of institutions who take our important data and identity information, including banks, e-commerce, phone manufacturers, assuming they will protect it, but use of data by #governments and entities for smart city purpose remains a much debatable subject. Fear surrounding data and privacy is real and natural, as threats are also real and stakes are high. It is seen that governments and knowledge institutions across the world are increasingly getting aware of this fact and are relentlessly working on safeguarding data of their citizens in smart cities, forming policies, laws and contracts. They are also seen transferring knowledge to other municipalities equipping them for future smart cities. What is also required is national, regional and global cooperation and common framework of data privacy and ethics. Bringing all possible stakeholders of smart cities in the common wider net of law is also important as you never know who is teaching their machines what bias language.

The focus has to be on how to #anonymize and #safeguard data within the network and hierarchy of stakeholders.

Author: Anoop Jha
#data #egovernance #governance #policy #machinelearning #ml #iot #mobility #AR #VR #urbanmanagement #Rotterdam #Delft #Eindoven #Amsterdam #Utretch #Hague #Netherlands 

Feb 4, 2023

While working in a fuzzy space of smart city development public institutions may like to think of innovative approaches in different parts of the world!

Please visit my web page "Urban Tenets" at https://urbantenets.nl/

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[01] For instance, #PublicInstitutions may (a) address the apprehensions of the community at large, upfront, by acknowledging the legit concerns over #privacy, #datasecurity and may like to widely publish how they intend to tackle such issues including what safeguard mechanisms are in place, before actually launching the project.

[02] While role of community involvement in smart city development process is increasingly being considered important, the approach should consider exploring innovative ways to go beyond conventional notion of #CommunityParticipation and #CommunityEngagement; i.e. going beyond community workshop venues, road shows and smart city webpage to seek stream of timely inputs from community and expert members and think of devising mechanism (b) to seek early input (e.g. through #LinkedIn, series of short #VideoConference etc.) from wider professional segment who are anyways going to write much of their critical insights on professional media sooner or later about the subject, post-implementation, suggesting what could have been done better (c) Likewise, need of a mechanism to find ways to offer a chance of involvement for wider latent community members to contribute in the process (eg. through #Facebook, #Twitter, #Instagram etc.), those who are going to post, share and possibly vent much on social media (direct #stakeholder), about what interventions couldn’t work well in their city or challenges they are still facing post implementation.

[03] While the critical role of #academia in developing smart cities can’t be denied (d) it may be a good idea to form a mechanism for the active representation of students as well, as they can leverage more creative freedom and contribute through out of box thinking, adding to much-needed innovation.

[04] While the #industry is invited or offers innovative and disruptive tech and solutions, (e) there can also be room for engaging those in the smart city development process who may be having sound innovative ideas but lack the entrepreneurial spirit or resources to launch a #startup or to make it to VC round. Like shopkeepers pitching ideas for the redevelopment of the street next to their shop, or kids floating ideas about retrofitting streets around their school for instance.

When there is no clear pathway to #innovation or maybe multiple pathways, then it makes sense to also innovate on approaches we take towards making better cities, sometimes under the title of the smart city.

Author: Anoop Jha

#smartcity #urbanmanagement #urbandevelopment #governance #egovernance #publicpolicy #ml #machinelearning #iot #Rotterdam #Amsterdam #DenHaag #Delft #Alkmaar #DenBosch #Eindhoven #Utretch #Hague #Netherlands