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Monday, February 02, 2026

Can Quantum Computers “Undelete” Today’s Data?

1.    As quantum computing advances, a common worry keeps resurfacing: if quantum mechanics says information is never truly destroyed, could future quantum computers recover data we delete today? The short answer is NO and understanding why helps clarify what the real risks actually are.

2.    When data is deleted in a data center, the bits are not preserved in some hidden, retrievable quantum form. Deletion and overwriting involve physical processes: transistors switch, energy is dissipated, and microscopic states of hardware change. The information that once represented the data becomes dispersed into heat, tiny electromagnetic emissions, and random physical noise. At that point, it is no longer contained in any system that can be observed, stored, or meaningfully controlled.

3.    Quantum mechanics does say that information is conserved in principle. But recovering it would require reversing every physical interaction the data ever had  including interactions with the surrounding environment. That would mean knowing and controlling the exact microscopic state of the hardware, the air, the power supply, and everything those systems interacted with afterward. This is not a problem of computation. It is a problem of reality. Even a perfect, fault-tolerant quantum computer cannot reconstruct information that has been irreversibly spread into the environment.

4.    So where does the real quantum risk lie? Not in undeleting erased data, but in breaking encryption. Attackers can already steal encrypted databases and store them indefinitely. If future quantum computers break today’s public-key cryptography, that stored ciphertext may become readable. In that case, the data was never truly gone , it was just locked.

5.    This is why modern security focuses on cryptography, not physics. Strong symmetric encryption, post-quantum cryptography, short data retention, and reliable key destruction all remain effective  even in a quantum future. Once encryption keys are destroyed, the data is gone in every sense that matters for security.

6.    Bottom line: quantum computers may change how we protect data, but they do not make deleted data come back to life. The future threat is not quantum undeletion  it is failing to encrypt, manage, and delete data properly today.


Friday, January 16, 2026

Is Science the Integral of Human Error Over Time?

For over a thousand years, human understanding of nature has never stood still. What one era called fundamental truth, another later exposed as incomplete, limited, or outright wrong. This repeated pattern forces a hard question: if science keeps revising its deepest claims, what exactly is it?


Before Newton: Certainty Without Experiments

Before modern science, knowledge rested on authority and logic. Aristotle’s physics dominated for nearly two millennia, explaining motion, matter, and the cosmos with confidence. Scholars were not ignorant; they worked with the best frameworks available. Yet today, Aristotle’s “truths” are textbook examples of error. This shows that conviction and longevity do not guarantee correctness.

Newton: The Greatest Truth That Didn’t Last

Newtonian physics was not just successful but it was revolutionary. Absolute space, absolute time, solid particles, and strict determinism formed a complete picture of reality. For three centuries, this model worked so well that it became synonymous with truth itself. The universe was seen as a perfect machine, predictable in principle down to the smallest detail.


The Collapse of Absolutes

The late nineteenth and early twentieth centuries shattered this certainty. Electricity, magnetism, relativity, and quantum mechanics exposed the limits of Newton’s universe. Absolute space and time vanished. Determinism broke down. Particles lost their solidity. Newtonian physics survived but only as an approximation valid under specific conditions.

A Repeating Pattern in Scientific History

This was not a one-time correction. Classical mechanics replaced Aristotle. Relativity and quantum theory replaced classical mechanics. Today, even these modern pillars conflict with each other. Dark matter, dark energy, and the nature of time remain unresolved. Every “final theory” eventually becomes a special case.

Science as Model, Not Reality

Science does not reveal reality as it truly is. It builds models conceptual stories that explain observations within known limits. When conditions change or new evidence appears, the story is rewritten. Newton’s laws were not lies; they were useful narratives that worked until they didn’t.

Why Science Still Works

Calling science a fiction does not mean it is useless or imaginary. Airplanes fly, medicines heal, satellites navigate. Scientific models work because they are constrained by reality. Reality does not allow just any story it edits and rejects those that fail.


The Irony of “Science Fiction”

Much of what was once called science fiction alike space travel, atomic energy, time dilation became science. Meanwhile, today’s science will one day be labeled incomplete or naïve. The line between science and science fiction is not fixed; it moves with time.

Science as Disciplined Imagination

Science is not absolute truth. It is a disciplined, self-correcting imagination bound by evidence and experiment. Unlike myths, it knows it may be wrong and builds revision into its structure. Its strength lies not in certainty, but in adaptability.

The Best Fiction We Can Write

In the bigger picture, science is a continuously evolving narrative about nature. It is the best fiction humans can write under the strict censorship of reality. And history assures us of one thing: the story will be rewritten again.

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