Double Celebration: One year of Blogging and 200th Post

Air Marshal’s Perspective

(Candid and to the point – काम की बात)

Ranked 13th in the list of Top 25 Indian Defence Blogs and Websites

 

 

 

This blog was started in the month of September 2020.  It has been one year since then, with 200 posts.

 

Enjoyed researching topics related to defence, security, geo-politics, technology, leadership and management etc. The posts were interspersed with some humour and quotes.

 

Tried to live up to the motto of the blog – “Candid and to the point – काम की बात”. Most of the posts are short ones (two to three pages), covering the essence of the topic in bullet form.

 

The credit for starting the blog goes to my course mate and friend Col Murali. He provided me the space, encouraged me and held my hand initially.

 

Credit also goes to another course mate Vicky Sheorey for getting me all the equipment needed for video conference and recordings.

 

Sincere Thanks to all the subscribers and readers for the encouragement.

 

To provide a panoramic view of the blog, here are the links to the posts on various topics:-

 

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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?

 

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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/

Flight Safety: Importance of Standard Operating Procedures (SOPs).

 

SOPs enhance flight safety by helping flight crews conform their actions to recommendations by aircraft manufacturers and by standardising operations. SOPs should include and emphasise aspects that avoid errors and deviations that are frequently associated with incidents and accidents.

Standard Operating Procedures evolve over a long period of time with much thought and experience gone into them. They need to be followed strictly in letter and spirit.

 

Purpose. Standard Operating Procedures (SOPs) serve a number of purposes such as:

  • Ensuring that aircraft is flown correctly in accordance with the manufacturer’s guidelines.
  • Promote adherence to the manufacturers operating philosophy.
  • Promote operational safety.
  • Promote operational efficiency.
  • Utilise aircraft resources and functionality appropriately.

 

Violations. Sometimes pilots do get tempted to adjust, reorder or even skip some SOPs. Reasons could be:

  • They feel that the SOP doesn’t exactly fit the situation at hand.
  • They would take more time than a widely accepted shortcut.
  • Perception of existence of a better method.

 

Ramifications. Not following SOPs in letter and spirit could create problems as follows:

  • Ad hoc operations have the risk of missing out on some critical factor.
  • Reordering SOP have the risk of forgetting something important or failing to consider any sequential priorities.
  • Crew resource management (CRM) becomes more difficult as other crew members will have to guess about our procedures and techniques.
  • First Violation (and getting away with it) may encourage subsequent repeated violations.
  • Violation by one may encourage others making it organisational culture to skip SOPs.

 

Correct Approach. Any situation that creates a doubt about an SOP in the minds of crew should be reviewed in a formal and planned manner. The steps could be as follows:

  • Analyse the existing SOP, try to understand why the SOP exists in its form.
  • If one feels that some aspect needs to be changed as a better and improved alternative solution exists – study the changes and repercussion in more detail.
  • Discussion with other more experienced crew and peer group helps in this process and is recommended.
  • The suggestion needs to be put up for change to those who have the power to change it.
  • Flight department leaders should, select a well-experienced team to spearhead the study and obtain manufacturer comments if required.
  • The change should be adequately debated and tested if required.
  • Once it is decided that the SOP is to be changed, it should be documented at all the relevant places.
  • All Crew should be made aware of the new SOP.

 

Adherence to SOPs: Some Other Factors.

Training. Training is only as good as the teaching staff or instructor. Relevant aspects are as follows:

  • Any Instructor with a deviant behaviour of cutting corners or ignoring SOPs can have a damaging influence on potential crew.
  • Lack of proper oversight by the instructors could also lead to development of deviant habits.
  • Simulators have lot of scope for getting away with deviations and short cuts. This may encourage such behaviour becoming a habit. Simulator Instructors need to be aware and vigilant about this aspect.
  • Training should not become a square filling exercise.

 

Peer Group Influence. Peer group has a strong influence (especially during training period). In a peer group a subtle desire to demonstrate skills, impress others and compete can become a recipe for increased risk. Good crew can be corrupted by a poor peer groups.

 

Organisational Pressures. Crew at times come under extreme pressure to overlook SOPs to meet organisational goals and targets. This can lead to disastrous situations.

  • Resorting to formal waivers should be an exception rather than a rule.
  • Target fixation should be avoided at all costs.
  • Mission accomplishment should not be at the cost of safety risk.
  • “Safety first” motto should not only be quoted but religiously enforced.

 

Experience and Expertise. The machine does not know the expertise level of the pilot. The title of EXPERT demands maturity and extra safety consciousness. Skill, knowledge and experience of an expert does not give a license to deviate. Superior skill and experience should be used to avoid potential dangerous situations rather than getting out of them. There is no room for over confidence or complacency in the field of aviation.

 

Always Remember

In aviation mistake can occur anytime and even by best of the aviators. There is no scope of letting one’s guard down.

 

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