Beyond just technology… the human factor

August 6, 2015

Early July the SeaFest 2015 event was held in Ringaskiddy, Co. Cork, Ireland. The Our Ocean Wealth conference was aimed at showing the potential of the sea as part of a successful economic development for Ireland. I had been invited by BIM (Bord Iascaigh Mhara, the Irish Seafood Development Agency) as a speaker and my presentation was about future technologies and how they will change seafood production, both in fisheries and aquaculture. One of my previous articles, “Robots, sensors, drones and big data are coming to the sea, too” had caught some attention.

From left to right: Joe Gill (Goodbody Stockbrokers), Susan Steele (SFPA), Kieran Calnan (BIM), Donal Maguire (BIM), Helen Brophy (UCD Smurfit Business School), Eddie Power (Green Isle Foods), Øyvind Oaland (Marine Harvest) and Yours Truly

From left to right:
Peter Marshall (RS Standards), Joe Gill (Goodbody Stockbrokers), Susan Steele (SFPA), Kieran Calnan (BIM), Donal Maguire (BIM), Helen Brophy (UCD Smurfit Business School), Eddie Power (Green Isle Foods), Øyvind Oaland (Marine Harvest) and Yours Truly (Photo: BIM)

The agricultural sector is currently implementing many new technologies at an amazing pace. The comparison with precision agriculture is quite useful for the seafood sector. The development of robotics, sensors, satellite imaging and analysis, unmanned vehicles such as drones and driverless tractors, data software, artificial intelligence and interconnected devices are already revolutionizing many sectors of food production and it is just the beginning. The picture of the future that I have in mind is amazing and the possibilities seem almost endless. Imagine if fishing vessels do not need operators anymore. Would they need to float or should they operate as submarines? What would the effect it be on their size, their shape and the way they fish? Imagine robots equipped with sensors replacing divers on fish farms, executing the current tasks and at the same time being able to inform about water quality and other production conditions, presence of contaminants or diseases. Imagine fish farms being connected to such robots and to global satellite and data collection systems making them move or change configuration to get to better production conditions or to avoid negative interaction with wild marine life, thus constantly optimizing production performance and reducing –maybe eliminating- long-lasting environmental impact. Carrying out an “Imagine Exercise” is not only useful but it is fun.

While the previous generation of automation was about adding muscle to operators, the new technologies are adding extensions to the operator’s senses and creating a nervous system. The muscle era was about strong, big and fast, but it required an operator. The nervous system era is about smart, adaptable, much faster, and decision and action will be taken without human intervention.

By combining the possibility to monitor production parameters with the ability to detecting faster than ever before the environmental impact of production activities, new technologies will play a prominent role in helping food production become more efficient and more sustainable. They will help reduce the use of resources and save money. The interconnection of databases for both production and environmental monitoring will allow many possibilities for forecasts, simulations and comparison of scenarios. They will be outstanding tools for decision making and policy making. New technologies are going to offer a platform for collaboration between all stakeholders, be it businesses, governments and NGOs. Similarly, as the data will be made available, all the links of food value chains will be able to access and exchange information like never before. The potential to reconnect consumers and producers is amazing. Transparency and interaction are the way of the future and the tools that are coming will make it so easy. The global village is going to be exactly that. Virtually, everybody will have the possibility to know about everything they need to know about everybody else. Just like in old-fashioned villages, keeping secrets will be quite difficult and social control will prevail. Just see the reactions to inappropriate statements on social media to realize that this trend is already on. Communication and behavior of food producers will have to adapt to this new form of relationship, because there always will someone watching and telling.

Adjusting to a new technological world is a necessity. Food producers need to approach the future with the right mind. After all, technology is only as useful and effective as those who use it. I like to illustrate that statement with the example of gun powder. When the Chinese invented it, they used it for fireworks and entertainment. When the Europeans discovered it, they decided for quite a different use: weapons and killing people. Current technologies and future ones will also depend on who will use it and how. In my work, I always wish to make my clients realize the importance of the human factor on the future outcome of technologies and innovation. The outcome will depend on the intentions behind the development and the use of technology, but even if the intentions are pure, the outcome will depend on the skill of the users. Continuous training is essential to get the most out of technology. As I wrote in my first book, Future Harvests, there are several recurrent drivers of innovation:

  • Reducing physical labor.
  • Helping us live better and longer.
  • Increasing efficiency.
  • Helping communication.
  • Increasing mobility.
  • Offering more leisure and entertainment.
  • Making some people a little wealthier.

However, these drivers are not sufficient by themselves. An essential part of successful innovation lies in its practical use. I always insist in my presentations on practicality of technology. Innovation is not an intellectual exercise. When it comes to business, innovation must actually fulfil one or more of the drivers mentioned above and it must also be financially viable and advantageous. In other words, to be adopted, innovation and technology must add value. Although they may be fun, cute and exciting, gadgets do not really belong in that category.

For the future, we need to look beyond just technology. Giving the proper importance to the human factor and focusing on the practical side of new developments are two essential aspects of success. This is why the second book I published, We Will Reap What We Sow, is subtitled “Reflections on Human Nature and Leadership and Feeding a Growing Population”. Getting people to do the right things right through clear vision and solid leadership is what will eventually make the difference between prosperity and trouble. A number of qualities will help a long way towards a successful future.

Curiosity will be an invaluable quality. Innovation is taking place is all areas and many innovations can offer useful applications. It is necessary to follow what is happening elsewhere. In the past, innovations came from the own sector. It is no longer the case. Now it happens in start-ups that have nothing to do with food. The potential lies in creating applications for a particular purpose. There is much to learn from other food sectors, but also from the military, the medical sector, the tech sector, and not just in Silicon Valley. Another essential quality will be pragmatism and openness. Disruptive technologies will bring disruptive solutions. Tomorrow’s way will be different, technologically and philosophically. It will be useful to regularly brainstorm and review how things should be if they were to be set up from scratch all over again, by using all the latest knowledge and also from the experience, successes and mistakes from the past. To tackle the challenges of the future effectively with new technologies, it will be crucial to be practical. Applications must serve a purpose and deliver the solutions to the problems we face. It is not an intellectual exercise. A spirit of collaboration will be one of the keys for future success. Nobody can solve future problems alone. Wanting to help others succeed and not being shy to ask for solutions to succeed will get us a long way. Even though we seem to live in a world where pointing fingers, blaming and punishing is the preferred choice to deal with problems, it is necessary to approach the future with a 180 degree angle and reward and praise those who do things right and solve problems.

Copyright 2015 – Christophe Pelletier – The Happy Future Group Consulting Ltd.

Robots, sensors, drones and big data are coming to the sea, too – Fishermen and aquaculturists: be prepared!

December 2, 2014

There is not a day that goes by without articles about new technologies in agriculture. I enjoy seeing the excitement because I believe it is will revolutionize how farmers produce food. When I started The Food Futurist in 2009, I saw right away that this was coming. I have to say that I am even happier to see the interest for all the drones, robots, driverless tractors and sensors as when I was telling about it in my presentations until probably just 18 months ago, the audience would look amused. They would love to hear my “Star Trek” story. That is how my topic was referred to. It was entertaining. They liked the story but they reacted as if I had a bit too much of imagination. For sure I never come short of that but to me, it was no fantasy. It was going to happen. And I do not see why it would not happen at sea just as well.

The arrival of new technologies is interesting far beyond simply the technological aspect. The possibilities are many if we decide to use them to their full potential, by linking them with each other and with the management of farms and of the environment.

Just like in agriculture, so far mechanization had been mostly about adding muscle to the operators. It was about performing physical tasks faster with less manual labor. The new technologies are of a different nature. They are about creating a nervous system. With the new technologies, the ability to monitor, collect data, analyze, make decisions will not only be faster, it has the potential to be autonomous, but under supervision of the farmer. It will provide more precise information, reduce the possibility of errors and will fix mistakes mush faster when they happen.

Just like on the land, new devices will be available. Satellites, drones and sensors will be able to be the eyes and the senses of the operator. Data processing software and artificial intelligence will be able to monitor in real time and 24/7 any event on the fish farm and in its environment. It will be able to report and initiate relevant actions. Robots will carry tasks that used to be done by the farmers. Fish robots are being developed. Fish robot MITFor instance, the Massachusetts Institute of Technology (MIT) has created a soft body fish robot. The development of such fish robots is aimed at carrying out research on fish schools in the oceans, but there is no reason why similar robots could not be made to swim between the fish on farms, to monitor them and to record and report information about proper feeding, fish growth and fish health. From a technical point of view, nothing stops us from adding biometrics software in the fish robot that could be used for ongoing sampling to estimate the size of the fish in production, and the size distribution as well. It would replace static cameras and the need to dive in the nets. The “vision” of robot fish would probably be better than the human eye. Of course, the information collected by the robot would be sent to the computer to continuously determine technical production results and readjust feeding and harvest schedules. Sensors inside and outside the nets would allow to monitor environmental conditions such as water quality, in particular oxygen content. Biosensors could monitor levels of plankton and risks of algae blooms as well as the presence or the level of pathogens. All that information would be linked to the computer and fed to the central nervous system assisting the farmer. Satellites and aerial drones can also help monitor events inside the pens and provide further production information to complement what originates from the fish robots. They also can give a bird’s eye view of the farm environment. This would work in two directions. One is the prevention of harmful events to enter the nets. The other is the monitoring of the environmental impact of farms to prevent any pollution or take corrective action at once. Sensors at the bottom of the ocean and aquatic drones could also take continuous sample of the environment around the farm to detect any potentially harmful component for the environment. This would help making fish farms more environmentally friendly. In such a design, the farm becomes part of the nervous system. It can be managed even from a distance. After all, some people have already built a number of houses that are connected in such a way these houses can send tweets to the owner to tell them of any event inside or outside, even if someone is at the door. It is also possible to think of linking the system to the nets and have the net size adjusting automatically to the production conditions inside and the need of the proper volume based on water quality data. The farms could also move –horizontally and/or vertically if needed, depending on water quality, but also to avoid harmful interaction with wild fish, which is always a contentious issue between fish farming and commercial fisheries. Such mobile cages already exist. With all these systems, the farmer could actually follow several sites, instead of one, at the same time on interactive screens and interact with the machine and the systems.

It gets even more interesting by looking from further away and higher up. By having robots and aquatic drones roaming the oceans, it will become easier to have a full monitoring of ocean ecology, environmental conditions, sources of pollution, stocks of the different seafood species and all other life forms present. It would make fisheries’ management easier and more effective. It would address sustainability issues both for fisheries and for aquaculture. It would not only help seafood producers, but it would provide fact-based support to make policies -locally and globally- and to manage an important part of food production in better harmony.

The use of new technologies does not stop at the farm or in the ocean, though. Seafood processing, like any other food production, is also going to use robots more and more. Quality will also be monitored through new technologies and reports will be produced automatically. Robotics and data collection will ensure production and quality system that can take corrective action automatically. By connecting all the data produced along the entire production chain, traceability and transparency will be improved further. If used well big data can help improve food quality, sustainability and cooperation between the different stakeholders. It will help manage more efficiently. It also will be a tool to increase trust in the way food is produced and allow a closer connection between producers and consumers.

Here is a presentation about new technologies I did recently at a Precision Agriculture Conference. If you invite me to a Seafood conference, I will be happy to talk about the future with your audience.

Copyright 2014 – the Happy Future Group Ltd.

Precision is the future of agriculture and our future

August 22, 2014

By the end of last July, the InfoAg conference took place in St Louis, Missouri. Matt Waits, CEO of SST Software, a conference sponsor, introduced me before my presentation titled “Beyond the Farm of the Future”. In his brief introduction he told the audience that he strongly believes that precision agriculture is the future of agriculture. His statement resonated quite positively with me. I see only advantages in making agriculture more precise. Just for starters, per definition the opposite of precision agriculture would be an imprecise agriculture. That is already reason enough to become a supporter of precision agriculture.

The first reason why a precise agriculture is the way to go is the necessity to manage finite resources more efficiently. Precision agriculture means sustainability. The philosophy behind precision agriculture is to use only what is needed where it is needed when it is needed in the mount that is needed by crops. In practical terms, this means that every molecule of input in agricultural production has to be transformed into food and not end up in the environment. Precision agriculture reduces waste. When I was writing my first book on the future of agriculture in 2009, the estimated worldwide amount of nitrogen loss due to leaching was of about 50%. The example of nitrogen shows what reducing waste can mean. In an ideal world where nitrogen would be used much more efficiently, it could be possible theoretically to use only half of the nitrogen we have been using, or in other terms, the current amount of nitrogen used should help produce twice as much food. Considering that the FAO claims that between 2010 and 2050, agricultural output should increase by 70%, it means that in an ideally precise agriculture, the world could meet the demand for agricultural products by using 15% less nitrogen than it did in 2010, theoretically. Also considering that the production of chemical nitrogen fertilizers represents about half the use of fossil fuels in agriculture, the positive impact on the carbon footprint of agriculture would be substantial. Similar calculations can be done on other inputs, such as water and crop protection products. By bringing just the right quantities at the right time at the right place, the consumption of water and chemicals will be reduced substantially, too. As recent droughts have reminded us how precious water is, precision watering is also becoming more important than ever. Water is precious, but in many cases, its price has not emphasized this enough. The main reason for wasting is always the result of economics. If inputs appear cheap, the low price is always implicitly perceived as a sign of abundance and of negligible value. Such a perception goes against the reflex of sustainability. Our elders did not waste anything (candle bits, soap bits, socks, you name it). They were frugal simply because the cost of replacement was too high, and at least was higher than the cost of repairing and saving. When a government subsidies inputs to make them cheaper, the users end up wasting much more. It is sad because such subsidies always have a well-meant starting point. The idea is to make it affordable to poor farmers so that they can increase their production. The result is when the less poor ones get the subsidies, they do not see the new price as affordable anymore but they see it as cheap instead. Managing for sustainability really is about managing the fine line between affordable and cheap. That is not easy, because the difference is not just about the price of inputs; it is also about the financial situation of the subsidy’s recipient. Subsidies should not be aimed at just price, but at more at efficient use of inputs and should be based on achievable yields. If governments wish to spend money, it should not result in farmers overusing and wasting water and production inputs. That is counterproductive. These governments, which often are in developing countries where resources are scarce and access to inputs difficult, had better spend money on helping farmers being more precise. The math is simple: efficiency is the ratio output/input, and the difference between what comes out and what got in the field in the first place is what is wasted – or lost. A precise agriculture reduces the waste, and therefore increases the ratio. This means that precision is the way toward increased efficiency.

As I mention developing countries, here is another important point to bring up: precision agriculture is not just for large farms but can be implemented everywhere. The development of precision agriculture goes parallel with the development of new technologies. At first, it would seem that such technologies are too expensive for small and/or poor farmers. If the point of view were to be that every farmer should own all the precision equipment, the answer is: yes, it is only for the large and wealthy, but looking at precision agriculture from that angle would be rather dull. Satellite imagery, drones, sensors, robots and other big data software can also be shared. In the era of the cloud and social media which are all about sharing, so can new technologies. Just like ownership of agricultural machine has also been shared through equipment coops for instance, so can these new devices. After all, it does not matter so much who owns them, as long as those who need it to do a good job can have access to them. Mobile communications have changed how farmers everywhere can get the latest information on markets. Smart phones have become affordable to the point that there are about as many mobile phones as people on the planet. Similarly to mobile communications, precision agriculture will also become more affordable in the future. If precision agriculture tools can monitor, map and help make fast decisions on farms of tens – and even hundreds – of thousand acres, they just as well can look after an area of the same size even if it is divided between many farms. It is just a matter of management and coordination between farmers. In poorer regions, it could very well be that the authorities be the owner of the equipment and proactively communicate with farmers through extension services to help the groups of farms manage the region efficiently for higher output. Such tools will help developing agriculture, in a sustainable manner. The benefits will be many. It will help increase farmers revenues, create economic activity, enhance social stability and help reduce the waste of water, energy and all other inputs. It will pay off in the long run and actually probably in the not-so-long run at all. Agricultural development requires financing and investments. Precision agriculture is in my opinion a very good place to put money at work.

In the future, the key for these technologies will be to also help see the bigger picture, not just the field and not just production data. The potential for applications and interfaces seems almost endless. By connecting all the devices and allowing sharing information of all events taking place on farms, these technologies are going to help reconcile the interests of all stakeholders much more effectively than it has been the case in the past. By monitoring production parameters as well as environmental parameters, proactive action will help anticipate instead of reacting. Actions will be targeted timely. One of the difficulties to manage sustainability is one of timelines. It is possible to monitor financial performance on a second to second basis, even faster actually, in the case of financial markets where algorithms can execute millions of transactions in less than a second. Environmental impact does not manifest immediately. It takes decades to notice the impact of a particular type of activity. With this time discrepancy between financial performance and environmental performance, it is only logical that money has trumped environment, even though there is a price to pay some day. That is the dilemma of externalities: how to factor such externalities when the exact cost is unknown. The future generations of technologies to monitor and map agriculture and environment will bring solutions. Once the focus widens from the field to the level of regions, countries and the entire planet, then it is possible to envision monitoring systems for all resources, environmental impact of agriculture and production output. It is only logical to expect dynamic information systems that could look like Google Earth, but with many editions, such as, the aquifer status edition, the nutrient edition, the crop yield edition, the soil erosion/restoration edition, the pest edition, the contaminants edition, and so on and so on. With such dynamic systems, it will be possible to not only monitor but to also produce simulations and test different scenarios. It would become possible to have an idea of how long resources can last, depending on different production techniques. It could be possible to make estimates and develop policies to adapt agriculture timely and ensure that future practices will maintain sustainable production systems. With such tools, precision agriculture, it will possible to develop worldwide policies and strategies to coordinate agricultural production. It also will help make markets much more transparent, as such dynamic systems would take into account consumption demand, worldwide stocks and production updates. Such transparency will reduce risks of speculation as the system would present a continuous update on the most likely scenario. Let’s face it! The computers will eventually replace the market places or agricultural commodities.

I agree with Matt Waits, precision agriculture will be the agriculture of the future. I also believe that the technologies that agriculture will use will play a role at a much larger scale and beyond just agriculture to shape the way we deal with our planet and our societies. Precision agriculture will play a crucial role in ensuring food security and prosperity.

Copyright 2014 – The Happy Future Group Consulting Ltd.

Just for fun, a bit of science fiction

October 15, 2011

One of the issues that I regularly raise during my presentations is the one of the farmers of the future. As about everywhere in the world, the average age of farmers is increasing, this brings the question of who will take over and what effect it will have on the future of agriculture and future production systems.

One topic that generates interest from audiences is the possibility of having farming robots. Surprisingly, the same intrigued enthusiasm comes from audiences that have a bias against industrial large-scale agriculture. Yet, the prospect of robots roaming the fields does not seem to be a cause for concern.

Because of the lack of interest by the youth to take over farms, the Japanese are actively working on setting up farms that could be run by robots, instead of humans. In many other countries the aging farming population with the limited interest from younger people to become farmers, also linked to the rising price of agricultural land, raises the question of how big farms might become, and how to manage them.

Currently, the many developments in the field of robotics, of satellite applications, of field sensors and of computer programs make a futuristic picture of farming become more realistic.

With the expected rise of the cost of energy and of the price of all compounds made with massive use of fossil fuels, precision agriculture is the future. The name of the game will be zero-waste. Future economics will not allow for wasting energy, water or fertilizers or any other input. It will be imperative to get the most out of the least, not just simply producing more with less.

The use of satellites to map fields and indicate the variation of the content of fertilizing elements in the soil is already a reality. The use of GPS for harvest is now common with modern equipment. We are really only one step away from having computers processing all this data and operating fertilizer spreaders by automatically regulating the distribution of fertilizer on the field, based on the soil scan assessment. This will avoid overuse of fertilizer in zones that already contain enough nutrients. With the expected exhaustion of phosphate mines, and the large variation of phosphate contents in soil, it will pay off.

We are also only one step away from having tractors, harvesters and other agricultural equipment doing the fieldwork without drivers. A company in Iowa is already developing such a technology by linking the position of a tractor to the harvester via GPS. Such an approach makes the use of human operators less of a need than it used to be. This would allow farmers to manage much larger areas from one remote location. Their role would become more one of process controller, monitoring and steering the fieldwork by ways of cameras and remote control. This also would require less physical work, thus allowing aging farmers to manage at least as much production as they would have at a younger age. This would become even more of a possibility, as farming robots would be developed to replace humans for the physically more demanding activities.

Developments in the area of sensors also offer many possibilities in terms of farm and risk management. The ability of monitoring variations of temperature, humidity, plant growth, the presence of diseases, fungi and other pests in real-time would help make use of resources much more efficiently. Current developments of biosensors used in food packaging are amazing. Some of such sensors have the ability to turn fluorescent in presence of food pathogens. They can help prevent risks of food poising. Sensors help to detect undesirable “visitors”. Sensors also would help farmers detect potential threats at an earlier stage, even before they actually become visible by the human eye. This would allow starting treatment before problems could take proportions that would threaten production. This has the potential to help farmers produce more optimally, and to produce higher yields than they would otherwise. Linking such sensors to devices that can release the necessary amounts of water, nutrients, pesticides and possibly herbicides would help produce quite efficiently, and would reduce the use of inputs. This would help reduce waste, work towards more sustainable farming methods and reduce the use of chemicals, as they would be used only at the right time, at the right place and in the right quantities, instead of being applied systematically to the whole fields, including areas where they are not needed. The use of airplanes to spread chemicals could be eliminated, which would also reduce the use of fossil fuels. Instead of airplanes, it is possible to envision the use of drones that would have a “patrolling” function to detect anomalies or the extension of pests in the fields. By bringing the huge amount of data that these robots, sensors and drones would produce, fields would be monitored on a 24/7 basis and decision-making would be faster than today. Corrective action could be implemented automatically just as well.

By adding more monitoring functions and developing ecological modeling, this futuristic approach would be a way of managing the interaction between the crop itself, which is the purpose of food production, and the need to manage the ecosystem surrounding the fields, to ensure that production is carried out in an environmentally sustainable manner. Monitoring living organisms in and outside the fields would help optimizing production. The farmer would know the status of soil organisms, mostly worms, insects and microorganisms. He would be able to deal with pests in a targeted manner, almost in a similar way as the images of surgical strikes that we can see in the news. Mapping the extent of weeds through such devices would also allow their control in a targeted manner and with minimal use of potentially harmful compounds. The emphasis would be about control and management, not on killing out everything that seems a threat.

Further, monitoring fields as described above would support the environmental steward’s role of farmers, while making it easier to execute as well. Farmers would be informed timely about production effects on groundwater quality and possible residues in the soil and the crops.

Of course, all of the above sounds like a bit of science fiction, but considering the amazing innovations taking place in the all the areas mentioned, together with the constant miniaturization of devices and the increased processing abilities of computers, it might not be as far-fetched as it may sound today. Although many of these developments are not taking place in the agriculture sector as such, they are real and happening faster than one could imagine. Farming in 50 years from now will probably look different from it does today.

Copyright 2011 – The Happy Future Group Consulting Ltd.

The vertical farm

October 26, 2009

Here is a think-out-of-the-box article about the “vertical farm”.

It is an interesting vision of a replacement of agricultural land, by indoor robot-tended hydroponic agriculture. They also envision the possibility of raising farm animals and developing aquaculture in the water used to grow the plants; and the fish waste would be used as fertilizer.

All of this would be grown in a 30-floor skyscraper located in the city, powered by the energy coming from city sewage, and the ground floor would be a food supermarket that would provide food for 50,000 people.

Such projects are under review in Abu Dhabi, South Korea, Seattle, WA and Las Vegas, NV.

It looks like science-fiction, yet there are some really interesting arguments in favor of such a development.

Humans and robots will work closely together in meat and poultry plants

September 28, 2009

The level of automation in processing plants have increased continuously over the years and the statement made above makes some sense.
This article from reports of an interview with Jeff Burnstein, president of the Robotics Industries Association. Although there is no specific details of things, if any, that may come, other examples in other food industry can be an indicator of future possibilities.
Something to follow on.

The fish farming of the future?

August 21, 2009

Here is an article of the National Geographic about “Giant Robotic Cages to Roam Seas as Future Fish Farms?”

This article addresses a number of very interesting and valid points, such as the possibility to move to better farming environment, or getting farms closer to consumer markets.

Photograph Ocean Farm Technologies Having the ability to change location has several advantages. It allows finding areas where water quality is better as this varies with seasons and climate conditions. It also can allow farms to move away from the routes of wild fish and substantially reduce risks of disease and parasite contamination and spreading. Being closer to consumers market also has the advantage of reducing the amount of transportation and have the fish brought to market faster, therefore fresher, theoretically.

However, this article does not address a number of important aspects of fish farming. Going far offshore brings some organizational issues, such as rotating the crews working on farms, or dealing with rough weather. Probably some fine tuning would be needed to organize feed deliveries to such farms as well and the mobility must not happen at the expense of the life of equipment or the functioning of cameras and computers used for management purposes. As such, nothing that cannot be resolved, but it would come at a cost as well. Then it is to the farmers to weigh the pros and cons and make their decision.

Nonetheless, this is an interesting idea that shows that this industry is in full evolution and is adapting to the future.

Pioneering the oceans and robotizing aquaculture connects quite well with my previous articles “Innovation and tradition shape the future” and “The ocean, not Mars, is the next frontier