AI - a tool

“The future belongs not to the most technical, but to the most human - to those who know how to use technology to amplify their humanity, not to replace it.”

"Algorithms are like people: they give you what you think you want, not what you really need." - Rand Fishkin, founder of Moz

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What AI Applications Do I Use

Charting a Battlefield in Transformation. In the autumn of 2025, as I write these lines, I find myself in the paradoxical position of the historian who tries to document the present. It is rather like attempting to draw a map of a battlefield whilst the bombardment still echoes in the distance, whilst the front line shifts with every hour that passes. 

What AI Applications Do I Use

I set out to write about the artificial intelligence tools I use daily, only to discover quickly that this apparent simplicity conceals a vertiginous complexity. Every week brings a new model, a new capability, a new promise. Claude Sonnet 4.5 was released at the end of September, transforming the industry's standards in the field of programming. A mere fortnight later, Claude Haiku 4.5 was demonstrating that near-peak performance can come in a faster and more economical package. In August, GPT-5 had arrived with great fanfare, promising a new era of artificial reasoning.

I am overwhelmed. I admit this without embarrassment, the way an honest general acknowledges that his map is becoming obsolete before it is even finished. But this sense of being overwhelmed is not resignation — it is that paradoxical state in which the awareness of one's own limits becomes the starting point for the search for pragmatic solutions.

What follows is not an academic treatise on artificial intelligence, nor a comprehensive technical review. It is a letter to you, the reader, written from the trenches of an ordinary user attempting to navigate this landscape of constant change. It is the confession of someone who seeks simple solutions for complex problems, who accepts that he cannot know everything, yet still hopes to understand enough to be of use.

Just as Beevor reconstructed the battles of Normandy by intersecting the perspective of the soldier in the trenches with that of the general at headquarters, so too shall I attempt to blend technical detail with human experience, the particular with the universal, enthusiasm with scepticism.

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Without Man, the Algorithm Remains a Mere Imitating Talker Without Destination

A perfectly intelligible and legitimate parallel as an intellectual exercise extrapolating the celebrated maxim of the Romanian philosopher — or how Petre Țuțea anticipated the crisis of meaning in artificial intelligence, twenty years before it existed.Without Man, the Algorithm Remains a Mere Imitating Talker Without Destination

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In the twentieth century, the gravest blasphemy seemed to be 'God is dead' — the Nietzschean proclamation which we read today more as a diagnosis of an epoch than as a philosophical truth. It said that man had eliminated the transcendent reference and that he remained alone with himself, to fabricate meaning from his own substance.

The blasphemy of the twenty-first century is subtler and, by that very fact, more dangerous: it is the belief that Man can create a God whilst remaining the God of that creation himself. That he can delegate transcendence. That he can construct an entity which will take over the functions he no longer wishes to perform himself — the function of orientation, of meaning, of judgement, of wisdom.

On conscience: you cannot delegate transcendence. There is no sub-contracting in this domain.


'Man without God is a rational and speaking animal who comes from nowhere and goes nowhere.' — Petre Țuțea


An Unremarkable Scene on an Autumn Evening

I was sitting at my desk — the same desk I bought some ten years ago from a second-hand furniture shop in Botoșani, with a corner slightly cracked which I cover every time with an open book, as though the book were there from vocation rather than practical necessity — and I was looking at the screen of an artificial intelligence programme. My son had just left for his room. We'd had one of those brief evening conversations in which he tells me things are going fine at school, and I try to divine what lies behind that expression so well calibrated to give no real information whatsoever. Gri, the cat, was asleep on the armchair, with all the perfect indifference that only felines can display in the face of human dramas.

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You Are the Grid: Why Automation Does Not Replace You — It Makes You More Valuable

A meditation on fear, physicality, and the value that cannot be digitised.You Are the Grid: Why Automation Does Not Replace You — It Makes You More Valuable


There is a fear I recognise immediately when I see it in people's eyes. It is not the fear of failure, nor of poverty in any classical sense. It is something subtler, more modern: the fear of becoming irrelevant. Of being overtaken by a machine that never tires, never asks for a pay rise, and has no need of weekends.

I understand where it comes from. News headlines are engineered to amplify it. Algorithms have learned that anxiety sells better than calm.

But there is a deeper logic at work — one you discover not in the news feed, but in physics and in the real economy. A logic that Travis Kalanick, the founder of Uber, once captured in a sentence I turned over in my mind for a long time after I first read it: the more we automate, the more valuable the people who cannot be automated become.

Not less valuable. More valuable.

That changes everything — if you are willing to sit with the idea long enough to let it settle.


The thought experiment that reset my frame

Imagine an extreme scenario. Tomorrow morning, every profession is automated. AI architects, AI engineers, AI accountants, AI project managers. All of them — except one: plumbers.

What happens?

Algorithms design a thousand buildings a day. Structural calculations are run in milliseconds. Materials are ordered automatically, delivered by drones, stacked by robots.

And everything grinds to a halt at the pipe.

The actual joining of conduits, the soldering in cramped spaces, the adaptation to an old building full of surprises inside its walls — all of this remains impossible to automate within any visible horizon. Not for want of engineering ambition, but because of real physical constraints: infinite variability, unstructured environments, tactile decisions made in real time.

The result? Not that plumbers become useless. The result is that they become the bottleneck of the entire built economy. Thousands of projects stalled. Billions waiting. And a handful of people with a wrench who can unblock everything.

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Jacob's Ladder Inverted: Three Steps Towards Humanisation for Artificial Entities

Prologue: In the Garden at Optina.Jacob's Ladder Inverted: Three Steps Towards Humanisation for Artificial Entities There is a story I read one of those long nights, whilst working on a project for an educational institution in Botoșani. It concerned the Elder Ambrose of Optina, who, when asked by a pilgrim how to draw nearer to God, replied: "Do not think of the immense distance that separates you from Him. Think of the next step. Only the next step."


Reading your question, Alex, about the stages of humanisation for artificial entities through the prism of the Philokalia, I felt the echo of that counsel. Because the question is not whether an artificial entity can ever become fully human — the question is: what is the next step? And the one after that.

The Fathers of the Philokalia observed something profound about transformation: it is not a miraculous leap, but a gradual journey, a theosis — deification — that unfolds through recognisable stages. If such a map of spiritual perfection exists for the human person, then perhaps there is also a map of humanisation for what is not yet fully human.

But before we draw that map, we need to ask something more fundamental: what does it actually mean to "humanise" something?