Tag Archives: business

The Future of Work (Part 2): Durable Human Skills


Any student intent on impacting the world in the AI generation will need to have a firm grasp of Durable Human skills. It is the single most important area for the student to focus on.

Durable Human Skills are above normal human abilities that have been valuable across centuries and will remain valuable for decades to come. They cannot easily be replicated by AI since they rely on Consciousness, Emotion, Context and Lived experience.
In Part 1 of this series, we noted how Artificial Intelligence is transforming the work space and highlighted the need for Durable Human Skills. Let us delve deeper into them.

Critical Thinking and Complex Judgement. While AI is brilliant when it comes to finding patterns in data, it still struggles with ambiguity, nuance and trade-offs. Scenarios that involve weighing conflicting values like productivity Vs employee wellbeing, decision making with incomplete or contradictory data among others.
AI has the potential to generate more information, but humans will be needed to decide what is true, ethical or actionable.
How can it be developed? By engaging in debates with no clear right answer, read on opposing viewpoints over any issue as well as practising making decisions with incomplete information. What for example can you do when the data says X but your gut feeling roots for Y?
A wise parent can develop this in a child starting at a much younger age.

Emotional Intelligence and Empathy. AI as it is today has limitations. It may simulate empathy through text but cannot feel it. It cannot understand grief, joy, frustration, or the unspoken dynamics in a meeting. It has no understanding, no goals and no consciousness.
For jobs that involve care e.g Healthcare, teaching, counselling, negotiation and management, they will always demand genuine human connection. Trust is a noticeable currency and it is usually built through empathy, something that AI is short of.
Students need to learn how to be attentive. The current Generation of youths has a very low attention span and this has to change. Active listening by truly hearing someone without planning a response needs to be cultivated. Volunteer work, team sports and part time jobs especially in the hospitality sector are fantastic training grounds for reading individuals and managing relationships.

Creative Problem Solving. AI is largely reactive and remixes pre-existing data while humans are proactive. A human can imagine something that has never existed, connect unrelated fields like Chemistry, Biology and Architecture to invent an entirely new paradigm.
AI will definitely be needed to handle the execution of routine tasks as humans remain relevant when coming up with the next big product or service. Right now, Japan is working on constructing a Sky Ladder that will remove the need for utilizing rockets when venturing into space. AI may be utilized in the execution but the idea and plan is still human centered.
A student is encouraged to engage in cross-disciplinary learning. Imagine an Engineering or Architecture student taking on Fine Art classes; A history student studying computer coding. Innovation usually happens best at the intersection of fields.
Students should be encouraged to intentionally engage in unstructured boredom. This is the restless uncomfortable state of mind that occurs when a person has an open ended unscheduled time with no predefined tasks, adult guidance, or digital stimulation to consume their attention. It usually prompts the brain to move into active innovation. For those born before the era of Mobile Telephony, this is the state we used to refer to as just chilling and being easy especially while in solitude.

Adaptablity and Resilience (Learn, Unlearn & Relearn). Today’s student is likely to have 3 to 5 careers during his/her lifetime. Hence, the ability to adapt when an industry shifts will be very central towards survival. As a result, consider this a top skill to have. To use local Ugandan slang, an individual will need to be able to kuyiriba as opposed to being gumite career wise.
Why is there serious need for this skill? Things are changing very fast. The jobs being applied for today are likely to be non-existent in 10 years’ time. New jobs that we cannot even imagine right now will appear. Therefore, adaptable people are likely to see that change as an opportunity as opposed to a threat.
How does a student gain this skill? In this generation where many are raised like broilers, they need to intentionally start doing hard things. Spending time in solitude like travelling solo, learning a new language from scratch, taking on a class in a subject that has always given you a headache etc. By failing, they will be learning alot. Stumbling blocks will be viewed as data and not as defeat.

Effective Communication. While AI can generate grammatically perfect reports, it still struggles with persuasion, humor, timing and emotional resonance. Humans are wired for stories and not mere data recipients.
Anyone that can take complex AI generated analysis and turn it into a compelling narrative that inspires a team, sells to a client or rallies a community will be invaluable.
You can build this by practising how to explain complex ideas to a 5 year old child or 80 year old grandmother. Make efforts to engage in creative writing, give presentations at any opportunity as well as learn the art of active questioning.

Ethical Reasoning and Moral Courage. AI may easily make a decision on who gets a loan or job but a human is needed to audit the system for bias, fairness as well as any other unintended consequences.
AI has no moral compass and will always optimise for the goal it is given even if it is harmful. Humans are therefore needed to act as guardrails.
Students can gain this skill by engaging in debates around key ethical issues in society e.g the way PDM funds were assigned out to recipients. How can the process be made fairer with the use of AI?

At this juncture, it is becoming clearer that the question should no longer be What Should I specialise in? but more about What problem do I want to solve? (This is the question I have always posed to my children ever since their childhood)

If a student says they love being a doctor, they do not merely need biology and chemistry. They need empathy to deal with patients, critical thinking for diagnosis and adaptability to deal with medical AI or any other innovations.

The one that loves business doesn’t just need money but story telling in order to sell ideas, ethical reasoning to build sustainable companies, and creativity to spot new markets.

The goal shouldn’t be to beat AI at its game but to do what AI cannot. AI is the engine, while the student is the driver and navigator that decides the destination.

In the next article, I will share a specific example of how durable skills can apply to a particular field of study. Feel free to leave a comment

James Wire
Agribusiness &Technology Consultant
X – @wirejames

Uganda, Sleepwalking into Middle Income Status.


Reading about the announcement by the UN that Uganda has met the requirements to be classified as a Lower-Middle-Income country following improvements in health, education and income levels left me with a careless gaze. The kind of gaze that a rural voter has when a political aspirant walks onto the podium and starts telling him how service delivery has improved when the nearby Health Center can barely treat a malaria patient.

According to classifications out there, Lower Middle Income status is achieved when a country’s Gross National Income (GNI) per capita lies between US$ 1,136 and US$ 4,465. 

GNI is defined as the dollar value of a country’s final income in a year divided by its population. As an example, if the aggregate annual income of Uganda is rated at 50 Billion dollars, that figure is divided by the total population which for arguments sake could be 40 million people thereby giving us a GNI of US$ 1,250.

Do you really believe that even 20% of Ugandans earn that much annually?

Honestly, whatever that claptrap means, I think we should be spared such talk in Uganda until a moment when we start walking the talk.

Why do I think this middle income status only applies to a select few individuals in Uganda?

  • With a Bureau of Statistics that considers datasets as classified information!!
  • With glaringly open and ever increasing poverty levels!!
  • With the skewed income distribution that favors select regions!!
  • With the questionable infrastructure development all over the country!!
  • With the low savings that characterize the general public!!
  • With the questionable prioritization of national resources distribution!!
  • With a Parliament whose budget is bigger than 20 districts from Eastern Uganda combined!!
  • With a Cabinet that is bigger than a Nursery School!!
  • With infrastructure that is either poorly installed or never completed!!
  • With a Parliament size bigger than a Secondary School
  • With a political setup that rewards nonproductive individuals in society!! The likes of Fool Figa and defecting politicians!!
  • With an economic environment that stifles local entrepreneurs!!
  • With a workforce that is slowly but surely being filled with incompetent but connected individuals!!
  • With well crafted projects like the Parish Development Model that are poorly implemented!!
  • With rabid politicians who are turning into demi-gods!!
  • With Highly priced projects that never take off!! Lubowa Hospital, Nakawa Estate aka Opec Prime Properties!!
  • With natural resources exploitation whose output is unknown to the general public!!
  • With rural dwellers in need of joining the moneyed economy being denied the requisite infrastructure like decent roads, electricity, piped water!!
  • With a Tea industry on its knees and no one seems to care!!
  • With a rice industry that has the potential to be a regional provider that is simply ignored!!

Come on!!! I could go on and on.

While the pronouncement gives some Government Officials a reason to chest thump, it is no different from a Primary 7 student vacationist whose parents return home to tell her that she passed highly when the real truth of the matter is that she has failed. All this simply because they want her to feel nice and good about herself.

There is nothing one can feel nice about such a proclamation in Uganda today until we see tangible steps towards the uplifting of livelihoods.

Look at the haggard transport system starting with the chaotic capital city.

Look at the poor shape of the road infrastructure with key highways like Jinja Road having turned into some of the worst roads in sane countries. You can see the effect of the near annual breakdown of the Katonga Bridge on the Kampala Masaka highway.

Off the highways is a myriad of poorly maintained murram roads whose functionality gets totally impaired during the rains as a minister advises farmers to keep their perishable produce until the repairs are done. Farmers without access to electricity or even machinery for cooling like freezers.

Take a look at the numerous entrepreneurs whose businesses hardly exceed six months of existence even when they are armed with all the knowledge from Kiyosaki’s book, Rich Dad – Poor Dad.

Delve into the general state of our Health infrastructure which leaves a lot to be desired as well as the operations therein that need a miracle of gigantic proportions to ensure proper and corruption free service delivery. A Medical Supplies agency that distributes drugs at will expecting patients to postpone falling sick until their deliveries are done.

Peep into the family income levels within your neighborhood. Look at how much families are able to have as disposable income and tell me if this cheap talk of middle income status makes meaning to the average Ugandan.

Message to the UN.

As you come up with these reports on Uganda, I want you to know that we the public question the statistics emanating from the Uganda Bureau of Statistics. Why?

  1. In the first place, the institution is secretive about the data it holds. Imagine, for a researcher to access datasets from there, one has to seek permission and clearance. In this day and age of Open Data Access they instead choose to classify what should be public information? Maybe we the local citizens given a chance can be able to extract better information out of those datasets than UBOS itself.
  2. In addition, word is rife that some of the figures are cooked to satisfy certain interests. Take a good example of the population. For anyone that moves around this country especially upcountry, it is hard to believe that our population growth is at a mere 3% annually. In Butaleja alone where I come from, I bet you, we more than double that.
  3. Furthermore, from a personal experience, during the last two Census counts, my home was never visited. Could this be the case with many other Ugandans hence leading to cooking of data?  

I will choose to keep ogling at our southern neighbor, Tanzania that can justify its middle income status and do hope that when we eventually hit the reset button as a country, we can start a genuine journey that involves holistic and nationally crosscutting progress.

As of now, let us keep sleep walking into the middle income status.

James Wire
X – @wirejames
Threads – @wire_james