AI Is Changing Software Development. Is It Changing Business Success?

AI can write code, but can it build a product?  In this fascinating episode A.J. Singh walks us through the strengths and weaknesses of AI code generation and its potential impact on business success, both good and bad, now and in the future.


My new book, The Future of Human Leadership, is now available here!

*I use AI in all my work.
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Kevin Benedict
Futurist, and Lecturer at TCS
View my profile on LinkedIn
Follow me on X @krbenedict
Join the Linkedin Group Digital Intelligence

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

The Leadership Revolution

Traditionally, leaders were evaluated for their ability to establish objectives, develop plans, allocate resources, organize people, supervise execution, and deliver results.

Those responsibilities are no longer sufficient to explain what effective leadership requires.

During the Sixth Great Transition, leaders increasingly govern systems that can observe, analyze, recommend, decide, communicate, and act with reduced direct human involvement. These capabilities operate at different velocities, extend across organizational boundaries, and generate consequences that may outrun traditional oversight.

A leader cannot personally supervise every consequential action. Nor can leadership depend upon the assumption that somewhere in the process a knowledgeable person will notice what is going wrong and intervene in time.

Instead, leaders must design the conditions under which intelligence can contribute responsibly, decisions can remain legitimate, errors can be corrected, people can adapt, and the organization can continue learning.

This changes the focus of leadership from the individual leader's ability to maintain control toward the organization's ability to remain governable.

It changes the value of human judgment from being present at every decision to establishing where judgment must remain meaningful.

It changes the objective of speed from moving faster to moving at rates the whole system can responsibly sustain.

And it changes the meaning of performance from delivering results today to delivering results without destroying the capabilities required for tomorrow.

My latest book on this topic is available here.


*I use AI in all my work.
************************************************************************
Kevin Benedict
Futurist, and Lecturer at TCS
View my profile on LinkedIn
Follow me on X @krbenedict
Join the Linkedin Group Digital Intelligence

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

Future Leadership Requires an Update

I have spent much of my professional life studying technological change and trying to understand what comes next.

One question has become increasingly important to me.

What is all this progress actually for?

We are creating machines that can reason, write, analyze, predict, and increasingly act with extraordinary capabilities.

Our organizations are becoming more intelligent, more connected, and more powerful.

But will those advances make us better human beings? Will they create stronger communities, healthier institutions, more meaningful work, and better opportunities for future generations?

Or will we simply become more efficient at pursuing objectives that ultimately leave people less capable, less connected, and less in control?

I wrote The Future of Human Leadership because I believe these questions deserve much more attention from the people designing our future.

The true test of progress is not how powerful our technologies become.

It is whether the world we leave behind is better for those who follow us.

To learn more: https://a.co/d/0c8AVw9H




*I use AI in all my work.
************************************************************************
Kevin Benedict
Futurist, and Lecturer at TCS
View my profile on LinkedIn
Follow me on X @krbenedict
Join the Linkedin Group Digital Intelligence

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

The Beliefs We Bring to the Future

Before we examine evidence about the future, our beliefs, experiences, and desires already shape what we expect to see. These influences affect what we notice, whom we trust, and whether we are willing to change our minds. This essay examines those influences so we can better distinguish what the evidence suggests from what we hope, fear, or believe must happen.

A dramatic black and white illustration of Earth viewed from space, with rays of light shining from a distant celestial city amidst clouds.
Imagine a company discussing whether to use artificial intelligence to do more of its work. One manager sees a chance to save money. An employee worries about losing a job. Another person remembers an earlier technology project that failed. Someone else has already promised the boss that the new system will succeed. They hear the same presentation, but different parts catch their attention. Before anyone studies the results of a trial, each person has reasons to welcome or resist what those results might show.

The Lever, the Fulcrum, and the Future of Human Leadership

More than 2,000 years ago, the Greek mathematician Archimedes explained one of the simplest and most powerful ideas in mechanics: the lever.

The principle was straightforward. Give someone a long enough lever and a properly positioned fulcrum, and a relatively small force can move an enormous weight. Archimedes is famously associated with the statement, “Give me a place to stand, and I will move the Earth.”

The important insight was not that humans had suddenly become stronger. They hadn’t.

The architecture around the human had changed.

The lever multiplied what a person could accomplish.

Human history can be understood, in part, as the continuing search for better levers.

Agriculture gave us leverage over food production. Machines gave us leverage over physical labor. Steam engines and electricity gave us leverage over energy. Industrial organizations gave us leverage through coordination and scale. Computers gave us leverage over calculation. Networks gave us leverage over communication and connectivity.

Now artificial intelligence is giving us leverage over something different: intelligence itself.

This is one of the defining characteristics of what I call the Sixth Great Transition.

For most of human history, intelligence was scarce, expensive, local and overwhelmingly human. If an organization wanted more analysis, writing, planning, design, problem-solving or decision support, it generally needed more people with the necessary knowledge and experience.

That assumption is changing.

Machine intelligence can increasingly analyze information, generate ideas, write software, create content, recognize patterns, coordinate activities and operate systems. One human working with intelligent machines may soon be able to accomplish things that once required dozens, hundreds or even thousands of people.

We are building an extraordinarily long lever.

But Archimedes’ lesson contains something else that deserves our attention.

A lever requires a fulcrum.

Where you place that fulcrum determines what happens when force is applied. The same is true of technology. Artificial intelligence does not determine its own purpose. People, organizations and institutions decide where it is deployed, what it is optimized to accomplish, what authority it receives and what boundaries surround it.

That makes leadership increasingly important, not less.

When intelligence becomes abundant, the central leadership question shifts from simply, “What can we do?” to “What should we do?”

Capability is not purpose.

Intelligence is not wisdom.

And intelligence does not confer moral authority.

The more powerful our technological leverage becomes, the more important human judgment, ethics, responsibility and stewardship become.

This is why one question runs through my book, The Future of Human Leadership: When Intelligence Is Everywhere:

“Whom do I serve?”

It is a deceptively simple question. But it forces us to think about the purpose toward which all this extraordinary capability is being directed.

Are we using our new leverage simply to make organizations faster? To reduce costs? To automate more work? To increase profits? Those may all be legitimate objectives. But they are incomplete answers.

The larger question is whether the systems we create ultimately help people, organizations, societies and ecosystems flourish together.

Archimedes taught us how a small force could move an enormous object.

The Sixth Great Transition gives us increasingly powerful technological levers of our own.

The challenge for this generation of leaders is deciding where to place the fulcrum, who controls the lever, what we intend to move—and, ultimately, whom all that power is meant to serve.

*I use AI in all my work.
************************************************************************
Kevin Benedict
Futurist, and Lecturer at TCS
View my profile on LinkedIn
Follow me on X @krbenedict
Join the Linkedin Group Digital Intelligence

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

The Backstory to the Book - The Future of Human Leadership

The backstory begins with something I kept hearing: “We’re doomed."

In conversations people kept expressing the same concern that technology is moving too fast. That artificial intelligence is taking our jobs! That AI is destroying our future, and that it will ultimately kill us all!” 

What bothered me the most was the sense of helplessness underneath it all. People were talking as though the future had already been decided, and all we could do was wait to find out how bad it would be.

I found myself asking, “Who is doing this to us?” And the uncomfortable answer was: we are. 

Humans are developing these technologies, funding them, choosing their purposes, and deciding how to use them. We don’t all have equal power, and nobody controls the whole process. But human decisions are shaping this future. That means we still have responsibilities, and we still have choices.

What’s AI For?

Telos is an ancient Greek word meaning end or purpose. Aristotle thought that to understand anything fully, we have to ask not only what it does, but what it’s for. That question sits very close to the philosophy in my new book,”The Future of Human Leadership.”

Today we have astonishing and fast growing capabilities. We can analyze faster and automate almost anything, but telos asks toward what? Capability answers “can we?”, while telos asks “should we, and for whom?” 

That’s why my book’s guiding principles, flourishing together and whom do I serve, really matter. They provide a direction, a reason beneath the speed. Aristotle thought that the highest telos for humans was flourishing. Today we face the same question at a civilizational scale. 

What is all this intelligence ultimately for? In an age of abundant capability, telos reminds us that purpose is not optional, it is the point.

*I use AI in all my work.
************************************************************************
Kevin Benedict
Futurist, and Lecturer at TCS
View my profile on LinkedIn
Follow me on X @krbenedict
Join the Linkedin Group Digital Intelligence

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

What Leadership Becomes When Intelligence Is Everywhere

Available on Amazon
For most of human history, intelligence was scarce. Leaders mattered because they knew more or could decide better. That world is ending. Artificial intelligence is making powerful forms of intelligence cheap, fast, and everywhere. That raises a much bigger question than productivity or management. When intelligence is everywhere, what are humans for? 

If machines can analyze, predict, recommend, create, and even act, then what becomes valuable is not simply having answers. It’s something else. Judgment, responsibility, ethics, trust, imagination, purpose, the ability to decide not just what can be done, but what should be done. 

That’s the territory of my new book, The Future of Human Leadership: When Intelligence Is Everywhere. This is not a book about becoming a better manager. It’s about what we must choose to become, as humans, when our machines become extraordinarily capable.


*I use AI in all my work.
************************************************************************
Kevin Benedict
Futurist, and Lecturer at TCS
View my profile on LinkedIn
Follow me on X @krbenedict
Join the Linkedin Group Digital Intelligence

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

Whom Do We Serve?

The world is racing to build smarter artificial intelligence. We want AI that can think, plan, decide, and act autonomously. We want machines that can do more work, solve more problems, increase profits, and make organizations more efficient.


But there is a question we should ask before we go much further:

Whom do we serve?

Why are we building all of this intelligence and automation? What is the destination?

Making things faster is not the destination. Cutting costs is not the destination. Increasing profits is not the only destination. Even creating more powerful AI is not the destination.

These are tools and means. They are not the reason for the journey.

The goal, I believe, should be Flourishing Together.

That means using our growing intelligence—human and machine—to help people, organizations, societies, and the natural world flourish together.

This does not mean everyone always wins. Hard choices will still have to be made. But it does mean we should think carefully about who benefits from our decisions, who pays the price, and what kind of future those decisions are creating.

*I use AI in all my work.
************************************************************************
Kevin Benedict
Futurist, and Lecturer at TCS
View my profile on LinkedIn
Follow me on X @krbenedict
Join the Linkedin Group Digital Intelligence

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

A Concise Synopsis of The Future of Human Leadership: When Intelligence Is Everywhere

The central argument of my new book, The Future of Human Leadership is that humanity has entered a historically significant transition in which capability is expanding faster than people and institutions can understand, govern, or absorb it. Artificial intelligence is an important part of this change, but the transformation is much larger than AI. Science, technology, society, geopolitics, economics, philosophy, and the environment are changing simultaneously and interacting with one another. I describe this convergence as the Sixth Great Transition. Its defining characteristic is not one invention or technology, but the redistribution and expansion of intelligence, perception, decision-making, and action across humans, machines, networks, institutions, and living systems.

The institutions we inherited were designed around an assumption that is becoming increasingly unreliable: somewhere in the system, a capable human being would have enough information, time, understanding, and authority to recognize what was happening, make sense of it, intervene when necessary, and accept responsibility for the result. Modern organizations still depend heavily on this assumption even as the operating environment moves beyond human scale. Information can circulate faster than people can verify it. Machines can analyze and act before people fully understand the situation. Consequences can spread across highly connected systems before formal authority has time to respond. At the same time, leaders face eight New Operating Conditions—Acceleration, Temporal Compression, Consequence Compression, Distributed Intelligence, Persistent Connectivity, Growing Interdependence, Continuous Exposure, and Compounding Complexity. These conditions greatly expand what organizations can accomplish, but they also make responsible leadership more difficult.

A major consequence is that organizations can exceed human limits while still appearing successful. People may remain productive while Judgment deteriorates, attention fragments, trust weakens, and their ability to understand what is happening declines. Technology may increase organizational capacity without increasing the human capacity required to govern it. This is why the book argues that human limits should not simply be treated as weaknesses to overcome through additional pressure. They are design realities. Human beings require certain conditions if they are to remain capable participants in increasingly complex systems. I identify six Human Viability Conditions: Coherence, Agency, Belonging, Fairness, Meaning, and Identity Continuity. When these conditions deteriorate, the deeper Human Capacities organizations increasingly need—Judgment, Ethics, Empathy, Creativity, Narrative, and Relational Trust—also become harder to exercise. Meaningful transformation consumes finite adaptive energy as people reconstruct skills, roles, routines, relationships, and identities. Leaders therefore cannot assume that every technically possible transformation is humanly absorbable.

Interviews with Kevin Benedict