Thoughtful Technology, Ethical Thinking, Real-World Experience
Robert Elliott 
Most codebases tell you what was built.Very few tell you why. Functions exist. Classes interact. Features appear. But the reasoning behind them — the trade-offs, constraints, debates, and discarded alternatives — is often lost to time. Decisions that once felt obvious become opaque. Assumptions that once made sense become invisible. When the “why” disappears, transparency … Read more
Truthfulness is often treated as a moral baseline — something expected rather than cultivated. We assume that telling the truth is simply a matter of willpower. Either we lie, or we do not. Either we deceive, or we are honest. But Scripture presents truthfulness as something deeper than avoiding falsehood. It is a discipline — … Read more
Data has become one of the most valuable assets in modern systems. It informs decisions, shapes services, trains models, and influences outcomes at scale. Yet for many users, data practices remain largely invisible. Information is collected quietly. Processed silently. Stored indefinitely. Shared selectively. Decisions are made — and those affected often have little understanding of … Read more
Few verses are quoted as often — or as loosely — as this one. “The truth will set you free” has become a slogan, detached from its context and reduced to a vague affirmation about honesty or self-expression. But Jesus’ words are far more demanding than that. They are not a promise of comfort. They … Read more
There is a kind of dishonesty in software that has nothing to do with deception. It appears in code that technically works but obscures what it is doing. In logic that passes tests while hiding assumptions. In systems that behave correctly under ideal conditions but fail unpredictably when reality intrudes. This dishonesty is rarely intentional. … Read more
Truth is something we often assume we already have. We speak of facts, evidence, data, and correctness as though truth naturally emerges whenever enough information is gathered or the right processes are followed. In technical fields especially, truth is frequently treated as an output — the result of accurate measurement, clean logic, or well-designed systems. … Read more
Truth is something we often assume we already have. We speak of facts, evidence, data, and correctness as though truth naturally emerges whenever enough information is gathered or the right processes are followed. In technical fields especially, truth is frequently treated as an output — the result of accurate measurement, clean logic, or well-designed systems. … Read more
By this point in the month, one thing should be clear: bias is not an occasional intruder in technical work. It is a constant presence. Bias does not enter systems only when something goes wrong. It enters when things feel routine. When decisions feel obvious. When assumptions go unchallenged because they have worked before. If … Read more
Much of the Christian life can be described as a journey of learning to see differently. We begin by seeing the world largely through our own needs, fears, habits, and assumptions. Over time — often slowly and unevenly — Christ invites us into a transformed vision. Not simply new beliefs, but a new way of … Read more
Artificial intelligence is often spoken about as though it were an independent agent — something that decides, learns, or optimises on its own. This language is seductive. It distances us from responsibility and creates the impression that bias in AI is a mysterious technical problem rather than a human one. But AI systems do not … Read more