Features
With Einstein and Darwin
By David R. Topper A significant part of my adult intellectual life has been spent studying and teaching about the life and works of Albert Einstein. This led to my publishing various works about this fascinating, often frustrating man. Just as fervently, but not nearly to the same extreme, I’ve studied and taught about Charles Darwin. But I never published anything on him.
Since Einstein came after Darwin, the question often occurred to me as to whether Einstein ever read, thought, or wrote about Darwin. Indeed, I’ve gone as far as posing the following proposition to myself: Maybe, if Einstein had read and absorbed Darwin’s discovery about the astonishingly dynamical and unpredictable way the natural world works, then he may have been less rigid in his thoughts about the order and structure of the universe. In fact, I could go so far as to conclude that, if he had, then in 1916 he might not have made the erroneous assumption in his model of the cosmos, which he later called the “biggest blunder of my life” (quoted in Topper, p.165).
But I’m getting ahead of my story and I need to start with some basic questions. Did Einstein know about Darwin, and if so, what? In searching through the literature on this possible juxtaposition of these two giants in their fields, as far as I can tell, I’m the first person seriously to pose this issue in some detail – which was a big surprise. It certainly gave me an incentive to pursue this diligently. Thus I did, and here is what I found – plus, at the very end, I add a zany speculation about the nature of the universe, as we know it today.
The names “Einstein” and “Darwin” are seldom juxtaposed, except in a general sense, such as when comparing Einstein’s theory of relativity with Darwin’s on evolution – as overall examples of major ideas in recent centuries. Going through all the indexes of the many dozen books on Einstein that I own, looking for “Darwin” – in the few times I found the name, the reference was always to a general comment about him as a scientist, with nothing about the content of his theory. At most, I found that Albert had read Darwin, which is important to know, but I found little information on what the theory meant to him or what he got out of it.
Hence, I began a journey to see if I could find more, since it seems that I’m the first ever to explore – or even ask – about Einstein and Darwin. My next question was: do we know when Albert was first exposed to Darwin’s theory, and what did he learn? The earliest time I found was during the school year 1895 to 1896, when he was in Aarau, Switzerland, taking remedial high school before enrolling in the Polytechnic in nearby Zurich. We know that the Swiss school he attended was very progressive and it taught Darwin’s theory of evolution. It’s worth quoting something he said much later, when looking back on those years:
“By its liberal spirit and by the austere earnestness of its teachers … this school made an unforgettable impression on me; by comparison with six years of schooling in an authoritarian German Gymnasium [i.e. High School]. … I became acutely aware how much an education directed toward freedom of action and responsibility is superior to an education resting on drill, imposed authority, and ambition (quoted in Ohanian, p.9).”
During his next four years in Zurich at the Polytechnic, we know that among the many physics and math books that Einstein read, he also read Darwin – but we don’t know the details (Pais, p.44). Thus, as we move into the 20th century, at least we can say that he knew something about Darwin’s theory.
My next source to explore was the Collected Papers of Einstein, which are at present up to May 1929, when Albert was age 50. Over all those years, there are only a few places where the name Darwin appears. There is a book review he wrote in 1917, where the author mentions Darwin. Next, is a letter from a colleague in 1918, who talks about Darwin’s theory in passing, while making comments on society and politics. The only place where Einstein himself talks about the content of the theory is in the Third Appendix to his popular book, Relativity: the Special and the General Theory, which he added around 1920. That’s all there is. Albert died in March 1955, so there are still 26 years to go for the Collected Papers, but I’m not optimistic that anything significant will surface therein. Yet, who knows?
Using what I have, let’s explore this topic further, beginning with this appendix. The title is: “The Experimental Confirmation of the General Theory of Relativity.” Einstein begins with a brief foray into epistemology in science: induction and deduction. As science progresses over time, the inductive accumulation of empirical data occasionally needs to be supplemented by deductive ideas logically based upon a few given axioms; and from this there emerges a “system of thought” or a “theory.” The justification for the very existence of the theory is the fact that it correlates with a range of observations (empirical data) and “it is just here that the ‘truth’ of the theory lies (Einstein, p. 124).” He puts the word ‘truth’ in quotes because, as is often the case, there may be several such theories competing for an explanation of the same data. The ultimate goal of this for him is, of course, the issue of his general theory of relativity to explain gravity, in competition with the old theory of Newton. But before he delves into that – which constitutes the rest of the Appendix – he makes this aside comment on biology.
“As an example, a case of general interest is available in the province of biology, in the Darwinian theory of the development of species by selection in the struggle for existence, and in the theory of development which is based on the hypothesis of the hereditary transmission of acquired characteristics (Einstein, p. 124).”
That’s it. As far as I know, that is the only direct statement about Darwin’s ideas that Einstein ever wrote. Let’s look closer at this, for we will need it later. First, I want to point out another way of putting this. Einstein is contrasting the difference between Charles Darwin’s random selection method of evolution, with Jean-Baptiste Lamarck’s developmental process, which had a predetermined direction or goal for the evolutionary process. Thus, Darwin’s “struggle for existence” revealed the dynamical nature of plants and animals as they change over a long time-period. I’m assuming that Einstein realized all this, along with the lack of a specific direction for the evolutionary process according to Darwin. I just wish Einstein had said more; but we go with what is given. Moreover, the stage has now been set for why I have raised the name of Darwin in the first place.
In 1915 Einstein published his landmark paper on the general theory of relativity, which was essentially an explanation of gravity. Whereas Newton had pictured gravity as an invisible attractive force between all the elements of matter throughout the universe (from rocks to planets and stars), Einstein pictured it as a four-dimensional curvature of space (or, more precisely, space-time) around all those elements. Although Einstein’s paper constitutes pages and pages of tensor calculus equations, the conceptual image is quite simple. A rock is not falling to earth by an invisible attractive power; rather, the rock is simply moving into a dimple in space.
After completing this arduous task of many years, Einstein immediately wrote the popular account of the entire theory of relativity for the general reader, with a minimum of mathematics. In his Preface to the first edition, dated December 1916, he ends with this: “May the book bring some one a few happy hours of suggestive thought!” It was the Third Appendix to that work that I quoted above.
Next, he made a prediction. Still in 1916, from his general relativity theory, he wrote another paper, predicting the existence of gravitational waves. Over his lifetime such waves were never found, and in his latter years he doubted that they ever would be – since they are so infinitesimal in nature. But in 2015, almost exactly a century after their prediction, gravitational waves were detected by the clever design of a very big experimental apparatus that was necessary to find these minuscule waves. The three scientists who designed and did the experiment got the Nobel Prize two years later.
Back to 1916, for Einstein was not yet done. The entire enterprise had triggered another thought, and yet another paper. It started with a question. If the space around all elements of matter is bent locally, what does this say about the universe as a whole? Thus, Einstein went back to those equations for locally bending space and – so to speak – he summed them up for the space of the entire universe. In doing so, he found that the resulting universe – unlike the infinite space of Newton and others after him – was finite, since all space curves back into itself. It was as if we were living on the surface of a four-dimensional sphere of finite size. This finite universe was okay with Albert; he saw it as just another discovery that he made.
Yet there was a problem: according to the equations, the whole thing was unstable, due to the gravitational attraction among all the elements of matter. Such a universe would slowly collapse – and that would not do. Surely, the universe was stable; and so, in order to save this theory – after all those years of gruelling work – he stabilized the equation by adding another term; this term symbolized another force, having an equal and opposite repulsive power that balanced the two, and hence stabilized the universe. He called it the cosmological constant. To him, this was another discovery; that is, it was just another constant in nature. All this he published in 1917, and it formed the basis of a new cosmology. Indeed, all modern cosmology goes back to these landmark papers on general relativity by Einstein. Over the next decade, there were a few challenges to his model; particularly around the cosmological constant. Einstein did not see all of them, but the ones he saw, he rejected – thus holding fast to a stable universe.
Also, around this time, Einstein had another bright idea. Since the first decade of the 20th century, when he published his first papers on relativity, he also published major papers on the parallel theory of the atomic constitution of matter; namely, the quantum theory. His other bright idea, which absorbed his scientific attention starting in the 1920s, was to unite the two (relativity and quantum) into a unified theory of everything. He eventually called it the “unified field theory,” and it became his key obsession for the rest of his life.
In the meantime, by the start of the 1930s, he was forced to reconsider his cosmological model. It began in the summer of 1930, when he received an honorary degree from Cambridge University, where he met Arthur Eddington – the astronomer who had led the solar eclipse experiments that proved Einstein’s relativity theory in 1919, by measuring the bending of light from a star around the sun, as predicted by Einstein. Eddington now was familiar with important results coming from American astronomers, such as the work of Edwin Hubble at the Mt. Wilson observatory near the California Institute of Technology (Caltech) – holding the largest telescope in the world at that time. The results, as Eddington interpreted them, meant that the universe was expanding. It was as if that four-dimensional sphere was a balloon being blown up. Since this model contained a force of expansion outward, then no cosmological constant was needed. The universe was, indeed, unstable – and as well, expanding over time.
Serendipitously, at this time, Einstein was on his way to Caltech for three winter sojourns (1930-1933). While at Caltech on his first visit, he therefore had to abandon his commitment to the static model. He was quoted in the American press as saying that his old model was “smashed … like a hammer blow,” and he swung his arm with a fist while declaring this (Topper, p 174). Never again did he bring up the cosmological constant. In the early 1950s, when the topic arose in cosmology again, he was questioned about it: and, as mentioned before, he called the use of that constraint “the biggest blunder of my life.” (I should note here that in recent years it’s been discovered that this expansion of the universe is, in fact, accelerating. Hence, another repulsive force must be added, which today is called ‘dark energy’. Ironically, this may be seen as just another way of bringing back Einstein’s cosmological constant. Perhaps it wasn’t a mistake, after all.)
It’s important here to remember that Einstein’s extraordinary contributions to physics, ranging from his own theory of relativity to a wide range of topics in quantum physics, lasted from around 1905 into the mid-1920s. By then he became obsessed with his unified field theory, and essentially ignored all other important new fields, such as nuclear physics. Although popular culture likes to juxtapose an image of him with his halo of hair next to a mushroom cloud from a nuclear bomb – for example, the cover of Time magazine for July 1, 1946 – in fact, he made nary an iota of input to the actual development of that important branch of 20th century physics. This runs counter to what you may be told in popular accounts of Einstein’s life and work, such as on TV and in the movies. (Yes, I know about that little equation about energy and mass that Einstein is famous for. It was there in those early years of the quantum physics of subatomic particles. Nevertheless, it’s a very long haul from that seemingly innocent equation, through decades of work in nuclear physics, and then designing technological contraptions to making a bomb or any other applications for nuclear energy. All of which was done without Einstein. Incidentally, in that famous Time cover, E = mc2 is embedded in the mushroom cloud.)
More importantly, as quantum physics evolved into quantum mechanics around the mid-1930s, Einstein vehemently rejected the statistical nature of the subject. Although he himself, starting around 1905, had published many important papers using statistics within the quantum world, he interpreted it as a limit imposed by the experimental tools that we have in probing the subatomic world. To him the statistical features were not a part of the world itself, which is – at least, potentially – completely predictable. Yet by the 1930s, especially as expounded by his friend the Danish physicist Niels Bohr and others, the quantum mechanical interpretation of the statistical nature of the equations was that the underlying subatomic world itself was statistical in nature, and had no predetermined or predictable order. Only probabilistic statements can be made about that minuscule world – and that was its fundamental nature, according to quantum mechanics.
Einstein would have none of this. To make an analogy that I believe he would like: consider the use of statistics in actuarial tables by insurance companies, in order to predict the behaviour of groups of people, since individual behaviour can’t be predicted. Using Bohr’s interpretation of statistics in quantum mechanics, there would be no real people – only probable people! However, for Einstein electrons (along with other subatomic particles), like people are real. And so, the fact that quantum mechanics must rely upon statistics to work, means that the theory is incomplete. The problem is with the theory, not the world. Indeed, he believed that one result of achieving his unified field theory someday, would be the deduction of a complete, predictable and real subatomic world. That was another reason to pursue his quest.
In the closest writing to an autobiography, which Einstein penned in 1946, he said this: “Beyond the self, there is this vast world, which exists independently of human beings, and that stands before us like a great, eternal riddle” (Topper, p.10, italics mine). Nonetheless, Bohr’s viewpoint prevailed amongst most physicists. Hence, Einstein fought a losing battle to the end of his life.
What all this shows is that throughout his life, the concepts of stability, predictability, and order were fundamental in Einstein’s picture of the universe – the way he believed his one equation for the unified field theory (if found!) would unite the worlds of relativity and quantum physics. He died in 1955 without finding this equation. Nevertheless, the quest continues, with myriad physicists today searching for, what they now call, a theory of everything.
Now back to cosmology. We now know – and by “now” I mean in only the last few years – that the universe is much more dynamical than it was ever imagined to be, even with all this expanding and accelerating going on. Stars group together as galaxies, and galaxies group together into larger clusters, due to their gravitational attractions. But – and this was realized with the help of the Hubble and now the James Webb telescopes – galaxies merge and interact in a process producing new galaxies. One might call it an internal dynamical change among the galaxies that we never knew about, until now. Closest to home, consider our Milky Way galaxy, where “we” – namely our solar system, with a star (our sun) at the centre – are near the outer edge. Being far from the black hole at the centre of our galaxy, it’s a rather quiet place (astronomically speaking) – and hence life was able to take hold and evolve into what we have today. This will go on until our sun runs its course. Our star is now almost halfway through its 10-billion-year cycle. In about 0.5 – 1.5 billion years, as it starts running out of hydrogen fuel for nuclear fusion, it will expand into a “red giant” that will encompass the orbits of Mercury, Venus, and our Earth – and hence all life as we know it will end. (Unless, of course, humans, with their nuclear weapons, hasten that event.) After that, the sun will collapse into a cold “white dwarf.”
Independently of all this, and on a larger scale, our Milky Way is part of a group of galaxies, the largest being the so-called Andromeda Nebulae, visible as a smudge to the naked eye. Due to gravity, these two galaxies are on a collision course, moving closer at the rate of 110 kilometers per second. They will meet in about 3.5 billion years, long after life has ended here. At the same time, a much smaller galaxy, M33 (also called the Triangulum Galaxy) will also take part, along with the Large Magellanic Cloud (another nearby small galaxy), which may join in on this merger. What happens next is not clear, since we need much more information from the Hubble and the James Webb telescopes. Even so, we will never know if any prediction is true or not, since no humans will be around to see all this happen!
Nonetheless, we do know a lot about such an event. Importantly, I need to clarify what we mean by a collision of galaxies. Or, maybe better said: what we don’t mean. There will be no fireworks, like clashing and exploding stars. To understand this, we must realize this fact: although from a huge distance, any galaxy looks like a compact mass of stars, in reality the individual stars are extremely far apart. As an example, consider our sun and the closest star, Proxima Centauri, which is about 4.2 light-years away. If the sun were a ping-pong ball, Proxima Centauri would be a pea about 1100 kilometres away. And so it goes throughout our galaxy and beyond, with all the other galaxies. In short, the universe is mainly empty space – strange as that may seem. Accordingly, when galaxies merge and form larger ones, there are no fireworks – just a different arrangement of the way stars group together. As for our Milky Way and Andromeda collision – along with the smaller ones – they may just pass through each other, and go on their astronomical ways. Or not. There are several possible groupings that may take place among these merging galaxies in the distant future. All this may be seen by some sentient beings on a planet in orbit around a star, both of optimum size, and in a quiet place similar to us in the Milky Way, such that a life-form evolved to our state of self-consciousness. What would they make of all this?
Now, bringing all this back to the present, and recent past: with Einstein & Darwin. So, here’s my bright idea. Thanks especially to the James Webb space telescope, and thus having this most recent information about how dynamical the universe really is – and, thankfully, not having an obsession with order and stasis – I find myself speculating about the process of galaxies merging and interacting, thus giving rise to new dominant ones and eliminating the old. As such, I picture this as an evolutionary process of survival and extinction – Darwinian in nature. A struggle for existence among the galaxies. A random process producing new galaxies throughout the universe, with no predetermined direction or goal. As such, it’s parallel to Darwin’s notion of natural selection. But now writ large (very large!), to encompass the entire universe and everything in it.
This, at least, is what all this information is telling me. Makes sense, I say.
What would Einstein say? Or Darwin? What do you think?
As a kind of footnote to this essay, I want to point this out: I know where most of Einstein’s commitment to the structured and ordered universe came from. It was his adulation of the Jewish philosopher Baruch Spinoza. I too read Spinoza’s Ethics, and was in awe of the depth of logic entailed in this incredible but difficult work. Unlike all other philosophers that Einstein read – and he read many; remember, he was educated in a 19th century German system – he never critiqued Spinoza. Rather, he absorbed the arguments from the Ethics for his views of the world, as well as for his theology. However, I, with my understanding of history, am able to see how Spinoza’s book was squarely centered in the world-view of the 17th century – not the present world that I live in. Too bad Albert didn’t do the same.
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Bibliography:
Einstein, Albert. Relativity: the Special and the General Theory. A Popular Exposition. Translated by Robert W. Lawson. London: Methuen & Co., 1920. I’m using the paperback reprint of 1977.
Ohanian, Hans C. Einstein’s Mistakes: The Human Failings of Genius. New York: W. W. Norton, 2008.
Pais, Abraham. “Subtle is the Lord”: The Science and the Life of Albert Einstein. New York:Oxford University Press, 1982.
Topper, David. How Einstein Created Relativity out of Physics and Astronomy. New York: Springer, 2013.
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David R. Topper writes in Winnipeg, Canada. His work has appeared in Mono, Poetic Sun, Discretionary Love, Poetry Pacific, Academy of the Heart & Mind, Altered Reality Mag., and elsewhere. His poem Seascape with Gulls: My Father’s Last Painting won first prize in the annual poetry contest of CommuterLit Mag. May 12, 2025.
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Features
What Is Next for Israel and Hezbollah?
By HENRY SREBRNIK During Operation Rising Lion in 2025, the Iranians discovered that the proxies they had built up for years failed to provide the assistance expected of them. Hezbollah, their most important ally, refrained from opening a front against Israel.
But in the current war, Hezbollah’s Secretary-General Naim Qassem responded to pressure from Tehran and carried out his threat to open fire on Israel. It sent tens of thousands of Israelis in the Galilee into shelters several times a day. This time Hezbollah proved effective. What now?
On June 26, after a series of five bilateral meetings hosted by the United States, representatives of the Israeli, Lebanese, and U.S. governments signed the Trilateral Framework Agreement, declaring their shared “ambition to end conflict between them, ensure the sovereignty and security of both countries, and establish peaceful neighborly relations between the two countries.”
Israel and Lebanon agreed to a framework which would include the disarming of Hezbollah, the phased withdrawal of Israel from areas conquered over the last three years of war, and the deployment of the Western supported Lebanese Armed Forces (LAF) to the areas evacuated by Israel. So far, three “pilot zones” have been established, in the areas of Faroun, Srifa and Zawtar al-Gharbiya. “It’s the beginning of the beginning. There’s a lot of work ahead,” U.S. Secretary of State Marco Rubio said after the signing ceremony. That’s an understatement!
Lebanon’s President Joseph Aoun, a Maronite Christian, made his first ever White House visit on July 21. The Washington meeting with President Donald Trump, the first for a Lebanese president since 2009, was meant to move forward on the project to sever Lebanon from Iran’s orbit, disarm Tehran’s proxy Hezbollah, and pave a way toward Lebanon-Israel peace.
Aoun recalled that the army’s collapse in 1975 led to the emergence of militia groups, a civil war and the Palestinian takeover of the country’s south, which was used to launch attacks on Israel.
But there remain legitimate doubts about Beirut’s willingness to follow through on promises to disarm and dismantle Hezbollah. The last round of such efforts in late 2025 failed. Lebanese leaders have promised to disarm Hezbollah multiple times over the past thirty-five years, without success. The United States has sent the LAF more than $3 billion in aid since 2006. And yet two decades later, Hezbollah is still armed and still on Israel’s northern border.
“America needs to support the LAF,” Aoun told Trump. “Without the LAF,” he continued, “everything will collapse.” And as he told a group after his meeting with Trump, the aid must be “immediate and unconditional.” Could the army plausibly disarm Hezbollah? Since 2022 Washington has been paying LAF salaries directly, yet there has been no change.
The LAF is generally thought to consist of about 50 per cent Shia Lebanese among its rank and file, and around 30 per cent in its officer corps. Such a force would split along sectarian lines were it to be deployed against Hezbollah. Until Hezbollah’s control over the Shiite community weakens, it remains unclear whether the army can perform the task.
Anyhow, eliminating Hezbollah is virtually impossible, because its very existence is just part of what makes Lebanon an ongoing failed state. Hezbollah is not merely a military organization. It is the product of a particular geopolitical environment, a particular historical experience, and a particular understanding of survival.
Over the past four decades, it has evolved into a political party, social welfare provider, military force and ideological movement deeply rooted in Lebanon’s Shia communities. While military action can weaken it, the social and political foundations that sustain Hezbollah are much harder to remove.
The people who demand Hezbollah’s disarmament often begin with an idealized image of Lebanon rather than the Lebanon that exists. They imagine a state capable of protecting all its citizens equally and defending its borders independently. That is very far from reality.
Modern Lebanon was constructed around a delicate sectarian formula that sought to balance competing communities rather than forge a single national project. Lebanon’s sectarian power-sharing arrangement was formed under the National Pact of 1943 and the Taif Agreement of 1989. Different factions cultivated different external patrons, be they France, Iran, Saudi Arabia, or Syria. Political identity often became intertwined with foreign sponsorship and external alliances. The result was a state that never succeeded in creating a unified national consciousness.
For much of the country’s history, the Shia Muslims were widely regarded as the country’s most politically and economically marginalized community. They were often viewed with suspicion by the authorities and lacked the institutional recognition enjoyed by other religious communities.
So, for the Shia population, Hezbollah is not merely a political party or an armed movement. It is an insurance policy against annihilation. The Shia community in Lebanon looks around the region today and sees opponents everywhere — not just Israel, but Sunni Muslim militants ruling Syria, Turkey, Jordan, and Saudi Arabia as well – states that consider Shia Islam a heresy to be extinguished. (Lebanon’s own Sunnis also fit that description.) Under such conditions, disarmament begins to look like suicide.
President Donald Trump’s suggestion that Syria might get involved in Lebanon again is ridiculous. Any Syrian intervention under its new Sunni rulers would allow Hezbollah to claim credibly that Lebanon faces a new external threat. Whereas many Lebanese question Hezbollah’s claims that it is protecting Lebanon from Israel, there would likely be greater agreement that a Syrian incursion merits resistance. Many Lebanese would view it through the lens of Syria’s 29-year occupation of Lebanon, fuelling concerns about a return of Syrian influence over the country.
Since the fall of the Assad regime, Hezbollah has portrayed the new government in Damascus as a jihadi organization that seeks to carry out sectarian massacres against the Shias. This has actually increased Hezbollah’s legitimacy within its own support base – those who already view Hezbollah as a resistance movement that seeks to fight against any external actor.
Nonetheless, in the recent conflict Israel has significantly weakened Hezbollah. The organization since the Gaza war began has lost most of its long-range and heavy missiles, and about 8,000 of its fighters and commanders have been killed, out of roughly 30,000.
But Hezbollah has not been decisively defeated, nor will it be. The problem is that when a state is faced with an armed force on its soil that doesn’t want to disarm, the usual recourse available to the state is coercion. The Lebanese state has neither the will nor capacity to do so and is no longer sovereign, in any meaningful sense.
As long as the conditions that created Hezbollah remain intact, the expectation that it will voluntarily surrender its weapons will remain a fantasy. It is up to Israel alone to keep Hezbollah north of the Litani River, where the group’s short-distance missiles and drones cannot reach Israel’s population centres.
Henry Srebrnik is a professor emeritus of political science at the University of Prince Edward Island.
Features
WINNIPEG EMPLOYERS SHOULD USE AI TO TRAIN, NOT JUST TRIM
By Dr. GLEB TSIPURSKY Generative AI has already entered everyday Canadian work. Statistics Canada reported that 35.9% of workers used generative AI in the previous 12 months. For Winnipeg employers, the important question is no longer whether staff will use these tools. The more consequential question is what kind of workforce employers will build while they use them.
An updated Stanford University analysis found employment among workers ages 22 to 25 in AI-exposed occupations 19% below where it would be had it kept pace with less-exposed peers, with the gap widening over time. That trend should concern Winnipeg employers because the work most exposed to automation often overlaps with the work through which beginners develop professional judgment.
Entry-level employees do more than produce first drafts, conduct basic research, summarize information, prepare routine analyses, or handle standard customer questions. Those tasks are also training. Repetition teaches people what good work looks like, where common mistakes appear, when a situation is routine, and when something unusual requires escalation.
If employers simply remove that work, they may save time today while weakening the pipeline of people capable of handling harder work tomorrow. A firm can automate a junior task quickly. Rebuilding several years of missing experience later is much harder.
The better approach is to redesign entry-level work around AI-assisted apprenticeship. New employees can use AI to produce a first draft, but they should also verify the output against reliable sources. They can use AI to summarize a customer issue, but they should explain which facts matter and what remains uncertain. They can use AI to analyze routine information, but they should flag exceptions and bring consequential decisions to experienced colleagues.
That changes the role of junior employees without eliminating the learning built into the role. Instead of rewarding people for producing routine work manually, employers can reward them for checking AI output, spotting edge cases, asking better questions, and knowing when human judgment is required.
Managers also need to change how they supervise. If a junior employee submits an AI-assisted answer, the manager should ask how the employee verified it, what assumptions the system made, what could go wrong, and what would cause the employee to escalate the issue. Those questions turn AI use into a training process rather than a shortcut around learning.
Winnipeg’s small and mid-sized employers may be especially well positioned to take this approach. They often cannot afford to separate technology adoption, training, and talent development into different departments. The same manager who wants more productivity today also needs capable employees next year. That makes it practical to connect AI use directly to coaching and skill development.
Employers should also resist measuring AI adoption only by time saved or tasks completed. Those metrics matter, but they can hide whether the organization is developing stronger judgment. A more useful set of questions is whether employees are catching more errors, escalating the right exceptions, becoming more independent over time, and learning which decisions should remain human-led.
None of this requires employers to preserve every old task exactly as it was. Some routine work should disappear. The goal should be to preserve the learning function, not the old workflow. If AI removes one form of repetition, employers should deliberately replace it with another way for junior staff to practice, receive feedback, and encounter progressively harder decisions.
Winnipeg businesses can gain real productivity from AI without turning entry-level work into a dead end. The strongest employers will use AI to accelerate the development of beginners rather than treating beginners as the easiest cost to remove. That approach can improve productivity now while still producing the experienced professionals Winnipeg will need in the years ahead.
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Adapted from: The Psychology of AI Adoption at Work: From Resistance to Results (Georgetown University Press, 2026). https://disasteravoidanceexperts.com/aibook
Dr. Gleb Tsipursky, a behavioral scientist called the “Office Whisperer” by The New York Times, helps tech-forward leaders stop overpaying for AI while boosting engagement and innovation. He serves as the CEO of the AI consultancy Disaster Avoidance Experts, and wrote eight books, including The Psychology of AI Adoption at Work: From Resistance to Results (Georgetown University Press, 2026).
Features
IPL 2026/27 Preview: Beer Sheva Defends Its Crown
Israeli football enters the 2026/27 season with a genuinely open title race for the first time in years. Hapoel Beer Sheva claimed a dramatic sixth championship last May, edging Beitar Jerusalem by just three points after a campaign interrupted by regional conflict and settled almost entirely on head-to-head form. That kind of finish leaves scores unsettled, and every major club has spent the summer either reinforcing a title push or plotting revenge. With four Israeli sides now competing in European qualifiers simultaneously, the new Ligat ha’Al campaign carries more weight than it has in years.
How Beer Sheva Won It
Ran Kozuk’s side did not simply outscore the league last season; they won the moments that mattered against the team chasing them hardest. Beitar Jerusalem lost twice to Beersheba across the regular campaign and could only draw both playoff meetings, a pattern one report summed up bluntly: if you want to be champions, you have to beat the champions, and Beitar never managed it. Kings Kangwa was named the league’s most valuable player, while captain Miguel Vitor and goalkeeper Ofir Marciano anchored a squad that closed out the title with a 4-2 win over Maccabi Tel Aviv. Owner Alona Barkat has kept that core together, giving Beersheba a real shot at back-to-back titles, assuming Champions League fixtures don’t wear the squad down.
Beitar’s Response and the Chase Pack
Losing a title race by three points after leading for large stretches tends to force change, and Beitar Jerusalem has responded accordingly. Almog Cohen, previously the club’s sporting director, has stepped into the head coach role, replacing Barak Itzhaki after the campaign ended in disappointment. Captain Yarden Shua, veteran forward Omer Atzili and Dor Hugi remain the attacking core, though the club opens the season without injured midfielder Adi Yona, a blow given how much Beitar leaned on midfield control last year. Maccabi Tel Aviv arrives with a different kind of statement: despite finishing outside the top two domestically, they won the Israel State Cup in a chaotic 2-1 final against Beersheba that produced six red cards, suggesting the squad has quality to challenge again even if consistency remains the question mark.
The Return of European Football on a Bigger Scale
What separates this season from recent ones is the sheer number of Israeli clubs competing for continental places at once. Beersheba enters Champions League qualifying as domestic champions, though for security reasons their ties have been relocated to Szombathely, Hungary rather than played at home. Maccabi Tel Aviv, seeded thanks to a healthy UEFA coefficient, goes into Europa League qualifying against the winner of Sheriff Tiraspol and Aluminij. Beitar Jerusalem and Hapoel Tel Aviv both enter Conference League qualifying, the latter having secured their spot via a fourth-place playoff finish. Playing qualifiers on neutral ground has become routine for Israeli clubs, and it hasn’t stopped them from competing credibly.
Mid-Table Ambition and the Promotion Effect
Beyond the four clubs chasing European nights, the middle of the table looks unusually competitive heading into August. Hapoel Petah Tikva and Hapoel Tel Aviv both returned to the top flight after a season away, and Hapoel Tel Aviv’s playoff run last term shows promoted clubs can climb quickly rather than simply survive. Maccabi Haifa and Ironi Kiryat Shmona, both capable of springing results against the traditional big three, will look to use a full pre-season to close the gap. That added depth tends to produce the unpredictable midweek results that make a 14-team division worth following from the opening whistle.
What to Watch as the Season Kicks Off
Beersheba’s fixture list is the one to track first, since balancing Champions League qualifying with league form in August and September will say a great deal about whether this squad has the depth to go back-to-back. Beitar’s response under a rookie head coach is the second storyline, particularly whether Cohen can get more out of a group that dominated possession last season but couldn’t finish off the champions when it counted. For fans following these storylines match by match, tracking how the market prices each side into the opening rounds is a useful gauge of who bookmakers actually rate, and anyone comparing options for the season ahead can check out the best betting sites in Canada for a sense of how odds and coverage are shaping up before a ball is kicked.
Between a defending champion carrying continental fixture congestion, a rival reshaping its coaching staff, and a deepening mid-table, Ligat ha’Al enters the new season with more storylines running in parallel than it has had in years. Whether Beer Sheva backs up their sixth title or Beitar finally converts near misses into silverware, the opening weeks should offer the first real clues.

