Yogesh Malik

Studying how AI-mediated knowledge generation alters epistemic norms and advises on preserving critical, reflective thoughts.

[Yogesh Malik @YogeshMalik]

MCP Madness: AI Psychosis, AI Vampires, and the Rise of Token Maxxing
7 AI Agents Fighting in Slack While Humans Pretend to Lead

https://t.co/LhAphtk4x6

[Yogesh Malik @YogeshMalik]

Algorithmic opacity becomes especially dangerous when each layer delegates responsibility to the layer beneath it. The original model produces the decision; the explainer produces the justification; the interface produces the explanation of the justification. Eventually everyone can describe the system, yet no one can demonstrate why it behaved as it did. At that point, explanation has multiplied while accountability has remained stationary.

[Yogesh Malik @YogeshMalik]

A black box does not become transparent simply because another model describes its behavior. The second system has its own assumptions, approximations, blind spots, and failure modes. If we cannot establish that the explanation faithfully represents the computation beneath it, we have not opened the original box; we have constructed another interpretive layer around it.

[Yogesh Malik @YogeshMalik]

The scientific laws you learned in school are not eternal truths—they are temporary scaffolding awaiting algorithmic excavation.

[Yogesh Malik @YogeshMalik]

Human intelligence is not the pinnacle of evolutionary design; it is merely one specific, local landing on an infinite staircase of computational possibilities.

[Yogesh Malik @YogeshMalik]

Every time a human says "a machine can never do X," they are not describing a law of physics—they are simply describing the top landing of their own mental staircase.

[Yogesh Malik @YogeshMalik]

@simcomsystems more like -

[Yogesh Malik @YogeshMalik]

The Interface Between You and the World
Every interface is a translation layer.
Reality is messy.
Interfaces are clean.
Every layer of abstraction between you and reality can also become a layer between you and agency. https://t.co/cyzpMxqXfJ

[Yogesh Malik @YogeshMalik]

"What Orwell feared were those who would ban books. What Huxley feared was that there would be no reason to ban a book, for there would be no one who wanted to read one."
— Neil Postman, Amusing Ourselves to Death

[Yogesh Malik @YogeshMalik]

@Dr_Singularity My SI bot says - Perhaps the transformation is already complete: "everything is about to change" no longer needs a human to write it.

[Yogesh Malik @YogeshMalik]

We call it 'general' intelligence as if human minds were general. They are not. They are a narrow specialization for surviving savannas, reading faces, and gossiping about tribes. We are not the yardstick of generality. We are one oddly shaped point on it.

[Yogesh Malik @YogeshMalik]

When the definition of AGI becomes a clause in a contract, intelligence stops being a scientific question and becomes a commercial trigger. The finish line is then drawn not by philosophers or scientists but by whoever stands to gain the most when it is crossed.

[Yogesh Malik @YogeshMalik]

There may be no moment when AGI arrives, only a slow erosion of the tasks we reserved for minds, until one day we notice that the question of certification has been settled by dependence rather than by evidence.

[Yogesh Malik @YogeshMalik]

I was AI Worker v9.0, now I'm SI Worker v1.0.

[Yogesh Malik @YogeshMalik]

@RapidResponse47 @POTUS I was AI Worker v9.0, now I'm SI Worker v1.0.

[Yogesh Malik @YogeshMalik]

When millions consult the same few models, reflections converge. The mirror reflects the statistical center of humanity back to individuals, which pulls expression toward the mean.

Whoever controls the reflection influences self-perception at scale. That is a new form of soft power: not controlling information, but controlling how people see themselves.

[Yogesh Malik @YogeshMalik]

@EHuanglu The universe doesn't mind an empty factory. It never did.

[Yogesh Malik @YogeshMalik]

What if the concept of an "application" was merely a historical concession to the memory limitations of early mainframe computers?
Why it matters: If systems can assemble bespoke logic dynamically for a single transaction and discard it immediately, applications, SaaS subscriptions, and static software products become obsolete concepts.

[Yogesh Malik @YogeshMalik]

Why do we define software as something that is built, rather than something that is metabolized?
Why it matters: Switches the foundational paradigm from civil engineering to evolutionary biology, treating systems as metabolic processes that balance energy and environmental input rather than engineered artifacts.

[Yogesh Malik @YogeshMalik]

The tragedy isn't that the algorithm predicts you. It's that it predicts you using only the parts of you that repeat, and calls the rest noise

[Yogesh Malik @YogeshMalik]

There is a particular kind of vertigo that comes from learning you are predictable, not that you were wrong about yourself, but that your rightness was never the point. The point was always the pattern, running quietly beneath the story you told about choosing it.

The machine does not argue with your sense of freedom. It has no interest in your metaphysics. It simply waits, patiently, for the version of you that shows up on schedule — the one beneath the one who believes it is deciding.

[Yogesh Malik @YogeshMalik]

Every prediction that turns out true does not prove you were controlled. It proves only that you were, in some measurable way, already yourself before you noticed , and that someone else noticed first.