Archive for November, 2021

How climate change could bring humans and animals closer, and intensify the spread of zoonotic diseases

Wednesday, November 3rd, 2021

Climate change is changing the natural behaviour of many plants, animals and insects, and this actually has major implications on the human population as well. Studies are showing that due to climate change, the dry regions will become drier and the wet regions will become wetter. 

Overall, most of the places around Earth are steadily heating up and some places are at risk of running out of water. Based on new data inputs from the natural environment, climate models’ results are slowly converging to roughly about the same prediction outcomes as to where the liveable locations are on Earth. Even the birds have begun to change their migration patterns in response to climate change.

This is a serious concern because firstly, cities are going to be denser as more people start to move into urban areas. Secondly, new urban environments are going to sprout up in places where it is going to be more liveable and less affected by climate change. Thirdly, animals might also seek out the same liveable spaces to ensure their livelihoods. 

Animals will want to seek out places where they can find food, water and safe living spaces. When forest area reduces, there is a high possibility for the animals to forage beyond natural greenery. Inevitably, we could eventually find that we might have to live even closer to the animal kingdom than we previously thought.  

City people have poor animal husbandry practices, if any at all. Combined with high density living in urban areas, the social distance between humans and humans, also animals and humans, could only get less and less as the years go by. We are being led by our nose into a future whereby the spread of zoonotic diseases will only intensify. 

I was running through several climate models and showed particular interest in tying the results to the population density model. Just take a brief look at the following visualisations. 

The density of the blue spots is an indication of the population density of any country. If you look at the visualisations that are presented for Jarkarta, Indonesia, it looks like it could do well with some decentralisation. Indonesia has a lot of land spaces (white areas) but everyone chooses to congregate in Jakarta. 

The Indonesians made their choices which I am sure are certainly based on practical reasons but there is a serious need for decentralisation. The density of the red spot indicates hyper densification and West Jakarta is growing steadily to match the likes of Chennai, Bangalore, Delhi and Mumbai. 

These cities are real living proofs to how dense a living space can become. 

Just for information, a study found that at least 500,000 species of mammal virus are estimated to have the potential to spread in human populations, but the vast majority are currently circulating in wildlife, largely undescribed and undetected by disease outbreak surveillance (Carlson, Zipfel, Garnier, Bansal, 2019). Birds can also be carriers of diseases that could harm humans. Now, there is a growing body of evidence and research also showing that bird migratory patterns are changing due to climate change. It is subtle but surely happening. 

I zoomed into birds because countries are going to find it difficult to close its borders to this class of animals. This visualisation was produced by the UN Food and Agriculture Organization and helps us to better appreciate the migratory pathways of birds. From this, we can see that it is possible for avian disease outbreaks to spread from as far as Russia to Australia and vice versa. 

While governments are busy tackling the negative effects of the Covid-19 virus, certain parts of Europe and some East Asian countries are signalling red alerts for the appearance of Avian flu such as H5N5, H5N8 and H5N1. 

H5N1 is a type of influenza virus that causes a highly infectious, severe respiratory disease in birds called avian influenza (or “bird flu”). Human cases of H5N1 avian influenza occur occasionally, but it is difficult to transmit the infection from person to person (Taken from WHO). 

H5N8 is a subtype of the influenza A virus and is highly lethal to wild birds and poultry. H5N8 is typically not associated with humans; however, seven people in Russia were found to be infected in 2021 (Taken from Wikipedia). 

H5N5 virus is a type of highly pathogenic avian influenza that is supposedly replicating among domestic ducks and wild birds that share the same water. Such new subtypes of influenza viruses may pose pandemic threat (Li, Lv, Li, Peng, Zhou, Qin & Chai 2021).

There are already 6 avian influenza outbreaks in Europe this year. Now, health officials have stepped up to warn that large scale infections are possible if many variants appear during the same window period. 

While this is not an immediate danger at the moment, governments and planners around the world should keep tabs on such developments and find ways to grow sustainably and safely. 

 

References

Carlson, C. J., Zipfel, C. M., Garnier, R., & Bansal, S. (2019). Global estimates of mammalian viral diversity accounting for host sharing. Nature ecology & evolution, 3(7), 1070-1075.

Li, X., Lv, X., Li, Y., Peng, P., Zhou, R., Qin, S., … & Chai, H. (2021). Highly Pathogenic Avian Influenza A (H5N8) Virus in Swans, China, 2020. Emerging infectious diseases, 27(6), 1732.

The future of work: Fusion of humans, robots and artificial intelligence

Tuesday, November 2nd, 2021

The retail industry has certainly been through a lot throughout the entire Covid-19 saga and its still undergoing a lot of staffing challenges. Some workers refused to go to work because they are concerned about being infected by the Covid-19 virus. On top of this, the number of takeaways has increased dramatically, resulting in massive work load.

The industry has already been suffering from staffing shortages even before the Covid-10 pandemic and this pandemic only exacerbated the problem. So, some companies have decided to develop retail stores that are entirely powered and controlled by IT technology, such as the ones in Singapore. They call it AI-stores and the operations were designed to be cashier-less and checkout-free.

AI-Powered Retail Therapy

While most of the operations are powered by IT capabilities, humans are still required to replenish dwindling stocks and there is also limitations to how the IT capabilities could react to unforeseen circumstances.

Recently, Japan released their prototype robot that can be controlled remotely to replenish drinks stock. I think that this could augment the AI stores. This robot has a wider range of motions as compared to the stores’ mechanised fixtures. Workers who are concerned about being infected by Covid-19 can simply choose to work from home with this robot.

Plus, those who are differently-abled can now work with this robot to perform tasks that they could not perform previously. Managing the shift-work is also a major issue among management. With this robot, the manager can schedule tasks among different employees without concern about travelling time.

In a way, it is also much safer for the workers because they are not physically exposed to any potential high-risk situations (robbery?) as well.

The companies that worked on this robot are pushing for the next frontier in that they are coding more scenarios and improving hardware capabilities. This so that the robot can handle different types of products other than drinks.

While the prototype is just meant for the retail sector, the potential to extend this capability to other sectors is certainly possible. Funnily, the prototype initially comprised the robotic arm, carrier box and the motorised wheel system, and the “head” was later added on to make it more human-like to the customers.

This idea could also be extended to sectors like construction, manufacturing, maintenance work, healthcare and many other sectors as well. A company can simply set up this system in any parts of the world and access workers from anywhere. There is improved efficiencies in manpower allocation and cost-saving from having to deal less with visa applications (if the deployment is cross-border).

A lot of people focus on the idea that AI is going to exclude humans in the future of work but there are other possibilities as well.  I think maybe we should stop dwelling on how this technology could be weaponised. Instead of that, why not focus our attention on a positive future and manifest that possibility. This is a clear example of how humans, AI and robotics can come together in the future of work.

I am looking forward to the prototypes’ update. They will be announcing it soon. With this, we will be able to open up a new working environment to differently-abled people and embrace whoever was excluded from proper employment.

Imagine receiving a welcome-to-work mail package comprising the remote-controllers and googles and that is it, you can begin to start work in your room when your shift has begun!