Celebrating Two years of Blogging with 300 posts

 

 

Topics Covered

 

Leadership, Motivation and Management
Decision making
Mental toughness
Earning respect
Good  leadership qualities and values
Science of Karma
Good working culture
Listening Skills
Be good feel good
Healthy working environment
importance of Tolerance
Lessons from Buddha
Difference between strength and courage
Lessons from rich and famous
Leadership lessons from Hollywood movies.
Shark in the tank theory of management
Car wheel theory of management
Aya Ram Gaya Ram syndrome – yes men.
Calculated Risks
Practical Leadership and management
Communication skills and body language
Lessons from Nanak
Being Responsible and Tolerant
Transferable Skills
Words of Wisdom
 

China

China’s Brain differently wired
China’s strategic thought
China’s military modernisation
China’s Defence industry
China – Pakistan Collusion
China – Art of deception
China: Kill Pigs List
China: Social score System
China: Active Defence Policy
China’s Joint Strategic support force (JSSF)
China – Joint Strategic Support Force.
Dealing with the Dragon
China’s grey zone operations
China: Flavours of military Reform
China: Pillars of Military Reform
China new diplomacy – drawing red lines in sand.
China – demographic analysis.
China through US Prism
China in South China Sea
China’s Military – Civil Fusion
PLAAF Analysis Strengths and weaknesses
Book review on China Airpower
Dealing with Dragon
Knowing China Better: lie flat and let it rot
Knowing China Better social life and customs
 

Geopolitics 

China
Pakistan – National security Policy, Turmoil
Afghanistan
India’s foreign policy
India’s neighbourhood
Quad
Indo – Russian relations
State of Airpower assets in Afghanistan
Indo – US relations
Afghanistan: Taliban runover
US-China shadow boxing over Taiwan
China spoiling Bhutan’s GNH.
South China sea
Gini Index and implications.
Multilateralism: Flexible Security Cooperation.
China Pak Collusivity
Collective Security
Sri Lanka Economic crisis: lessons and opportunity
Ukraine Conflict
Djibouti: Tug of war between USA and China
 

Air Power 

Airpower in Grey zone operations
Airpower in no war no peace situation
Air Power & Non-Kinetic warfare
Air Power in Multi-Domain warfare
Airpower in HADR ops and aid to civil authorities
Drone Threat the big picture
Fighter aircraft classifications by generations
Emerging Technologies and Air Defence
Air Power in Modern Day Warfare
S-400 SAM AD System
Combat Aviation
Changing nature of warfare
Air Defence operations
Air power concepts: Command / control the air, air supremacy, Air superiority & Favourable air situation.
 

Technology 

Hypersonics and hypersonic weapons
Technology and airpower
Future Trajectory of AI
Artificial intelligence
Unmanned Platforms and Swarms, Loyal wingman concept
AI and Fake News
AI: Digital twins and Surrogate models
 

Cyber Safety and Security 

Cyber warfare
Digital addiction
Economic Cyber Frauds
 

Space 

Space operations
Space warfare and organisation in India
Space-based ISR
 

Indian Air Force 

Capability development
Tejas and AMCA project
IAF role in HADR and aid to civil and other agencies
Network-centric operations
PLAAF and IAF comparative analysis
IAF Modernisation
Balakot Operations
Rafale induction and capability enhancement
S-400 Induction
Fire Power Demo: Ex Vayu Shakti
 

War and Warfare 

Types of war
Decoys and deception
Afghanistan Air Assets
Future Wars
warfare
Grey Zone Warfare
Classification of warfare into generations (Russian Thoughts)
Domains of warfare
C4ISR
Military Balance in the region
Ukraine War: Air Power aspects, a case of dog and the bone, Air superiority aspects, decoding Ukraine war
Operational Logistics
Lesser known facts about 1971the  War
Review of book on 1962 war
Review of book on 1965 war
India’s two-front challenge
Douhet theories
Duration of Conflict
Jasjit Singh on Airpower
Galwan stand off
Asymmetric Threat
Nuclear aspects revisited
Accelerating the paradigm Shift
National Security / Military Strategy
Urgent need for National Security Policy
Multilateralism: Relevance and changes
National Security Strategy
 

Military 

Military diplomacy
Military spending: trends and analysis.
Collusive threat and Deterrence: Air and Space Aspects
Integrated Capability Development.
Joint war game training systems
Fighter Pilot: Traits
Agni veer and Agnipath / Tour of duty / making best of the scheme
Andaman and Nicobar Command and Islands
Joint Operations and Joint man ship
 

Higher Defence Organisation 

Department of military affairs
Theaterisation
Air defence command
Civil-military fusion
 

Flight Safety 

Golden rules of safety
Importance of SOPs
A proactive approach to safety
Damage due to Bird Hits and Foreign Objects
Good safety Culture
 

Defence Industry 

Indigenous defence industry
HAL and DPSUs
Role of the private sector in defence production
Arms Transfer to Afghanistan
Defence Budget issues
Atmanirbharta
IAF and indigenisation
Indian Initiatives to promote self-reliance
 

Stories 

My tryst with HT-2 aircraft: The day god flew with me
The day I flew my dad’s car
Male Lake: Tale of two coursemates
Flying Tales

 

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References and credits

To all the online sites and channels.

 

Disclaimer:

Information and data included in the blog are for educational & non-commercial purposes only and have been carefully adapted, excerpted, or edited from sources deemed reliable and accurate. All copyrighted material belongs to respective owners and is provided only for purposes of wider dissemination.

 

 

 

Artificial Intelligence (AI) & the Fake News INFODEMIC

Internet users are inundated with info every single day. Each minute, there are approximately 98,000 tweets, 160 million emails sent, and 600 videos uploaded to YouTube.

To make critical decisions in life, one requires facts. People crave a way to sort through all the information to find valuable content, they can use.

 

The Fake News “Infodemic”

Since anyone has the ability to publish information on the internet, false / fake news can be generated very easily and it travels fast and can have dire consequences.

 

World desperately needs a way to discern truth from fiction in our news and public, political and economic discussions.

 

World’s largest social media networks (companies such as Facebook, Twitter, and others) have come under fire for the part they play in spreading fake news.

 

Artificial intelligence (AI)

Artificial Intelligence is spearheading the way towards eliminating fake and toxic news.

 

Technology and the Artificial intelligence (AI) tools are now on the job to combat the spread of misinformation on the internet and social platforms.

 

AI algorithms use natural language processing to understand and analyse text.

 

The AI models label the credibility of the source of the content with a rating of low, medium, high, and an article as reliable or unreliable based on comparisons of similar content from more than 100,000 sources.

 

The algorithms are checking not only content, but metadata and images too.

 

The algorithms also check the toxicity of content and can block out profane and obscene content.

 

Man Machine Interface

While AI is able to analyse the   enormous amounts of info generated daily on a scale that is impossible for humans, ultimately, humans need to be part of the process of fact-checking to ensure credibility.

 

Any solution for the purpose of verifying the veracity of news, images, and social discussions will have to to combine artificial intelligence and human intelligence.

 

Machines are adept at quickly analysing volumes of content. They can flag questionable items for review by a human fact-checker as well as become smarter over time with feedback from results.

 

Future Trajectory

AI-based fact checkers can be useful but they still are not fool proof.

 

As the pursuit of fighting fake news becomes more sophisticated, technology leaders will continue to work to find even better ways to sort out fact from fiction.

 

Deep learning can help automate and further refine the AI Tools that help in fake news and disinformation detection.

 

Bottom Line

It is still a Spy versus Spy game

 

Question

Will this problem be ever solved?

 

Suggestions and value additions are most welcome

 

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References

https://www.forbes.com/sites/bernardmarr/2021/01/25/fake-news-is-rampant-here-is-how-artificial-intelligence-can-help/?sh=442daa9b48e4

https://www.mygreatlearning.com/blog/role-of-ai-in-preventing-fake-news-weekly-guide/

https://www.verdict.co.uk/social-media-hate-fake-news/

Knowing China Better:  Chinese Social Score System

 

China’s social credit system isn’t a world first but  it is unique.

Pic courtesy:https://www.bertelsmann-stiftung.de/fileadmin/files/aam/Asia-Book_A_03_China_Social_Credit_System.pdf

The Social Credit System is part of Xi Jinping’s vision for data-driven governance. 

 

The goal of the China social credit system is to provide a holistic assessment of an individual or a company’s trustworthiness.

 

The China social credit system, is an extension of existing social rankings and ratings in China which have existed for millennia.

 

The Social Score is a system that collects all kinds of data about citizens and companies, sorts, analyses, evaluates, interprets and implements actions based on it.

 

In concrete terms, this means that if you wait at a red light, you get plus points. If you pay your taxes and bills on time, you get plus points. If you are socially involved and accept the rules, you also get plus points.

 

If you have a good Social Score, you get unsolicited benefits for your social behaviour. These include, for example, faster visa application processing and more freedom to travel. When dating online, algorithms higher prioritize the own profile. Banks offer lower interest rates for company loans or private real estate purchases. People with a high Social Score are promoted faster and get better job offers.

 

However, people who go red, cut off someone while driving, spit on the street or stick their chewing gum under their seat get minus points.

 

Anyone who criticizes the state in social media or pays their bills too late also receives minus points.

 

The consequences of a poor social credit score could be serious. It may affect travel prospects, employment, access to finance, and the ability to enter into contracts. On the other hand, a positive credit score could make a range of business transactions for individuals and corporations much easier.

 

It is essential that any foreign business consolidating or establishing their presence in China seek professional advice for managing a social credit score. This applies both to individual scores, and the corporate social credit score. 

 

Machine (AI) based Implementation

Every country has laws, cultural norms, social morals and social agreements. The police, courts, politicians, administrations, media and citizens are involved in a constant dialogue; it determines what we define as right or wrong.

 

In China, this task has partly been taken over by Artificial Intelligence based machine i.e. controlling and managing the society – with machines instead of people. The machine decides on correct and incorrect behaviour.

 

Inputs are obtained from:

  • Financial Data
  • Digital Data (Internet websites, apps, videos and pictures visited/browsed)
  • Mobile Data (Calls and messages)
  • Health Data

 

The data is used to make individual profiles (Behaviour, movement and content).

 

Based on the profile credit scores are allotted and reviewed.

 

Based on the credit score the privileges are granted or curbed.

 

Ethical Issues

This system raises a lot of ethical questions related to freedom and privacy.

 

  • Who monitors the score, who imports the data and who configures the system?

 

  • How ethical and moral aspects (if any) are integrated?

 

 

  • Who monitors the system to prevent manipulation, and abuse of power?

 

  • What data is collected? Who has access to it?

 

 

  • How is the privacy of citizens and companies ensured?

 

  • Are only Chinese citizens monitored or all people on Chinese territory?

 

 

  • Does the government also collect data on Chinese people abroad?

 

End piece

Collecting data and setting up administrative systems to ensure protection, freedom and security for all concerned is a legitimate tool for states. However, as surveillance increases, privacy must be respected as long as the welfare of society is not affected.

 

Titbits

In China everyone’s movements are monitored continuously. In the AI based monitoring system besides face recognition, even gait recognition has been introduced to make it more fool proof.

 

 

Question

Do you approve of such a system?

 

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References

 https://www.wired.co.uk/article/china-social-credit-system-explained

 https://merics.org/en/report/chinas-social-credit-system-2021-fragmentation-towards-integration

 https://nhglobalpartners.com/china-social-credit-system-explained/

 https://www.bertelsmann-stiftung.de/fileadmin/files/aam/Asia-Book_A_03_China_Social_Credit_System.pdf