Viewing profile — gormen

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I have this thought. In many stochastic environments, over a long interval, patterns emerge that occupy an optimal position. This is how structure arises, for example cognitive str…

Of course, we need to give the robot a cognitive architecture so that it understands the task, the context, and corrects its actions, and then it will autonomously make such sandwi…

It is possible to force AI to understand intent before responding.

Different approach: copy the programmer's logic, not the agent's behavior.

Excellent article. But to be fair, many of these effects disappear when the model is given strict invariants, constraints, and built-in checks that are applied not only at the begi…

As far as I understand, this is about banning the use of Anthropic for autonomous weapons and domestic surveillance. And while the idea of building one fully controlled, nationwide…

I approached the puzzle using an A11‑style reasoning architecture, which focuses on compressing the hypothesis space rather than decoding every neuron. Instead of “understanding th…

Assessing "AI capabilities" only makes sense if we stop viewing it as a technical skill. The real measure is a person's ability to structure their intentions, constrain their model…

Indeed, fears about deanonymization are a reaction to three structural shifts: the cost of analysis has plummeted, the volume of stored data has increased dramatically, and models …

Most of what helps LLMs here is exactly what helps humans: less noise, clearer signals, predictable output.

The cost of code never lived in the typing — it lived in the intent, the constraints, and the reasoning that shaped it. LLMs make the typing cheap, but they don’t make the reasonin…

Most interpretability methods fail for LLMs because they try to explain outputs without modeling the intent, constraints, or internal structure that produced them. Token‑level attr…

The appeal of libraries like this is not minimalism for its own sake, but the reduction of long‑term operational risk.

t’s interesting how different CSS approaches end up shaping completely different mental models: utility classes, semantic blocks, scoped styles — each tool pushes the architecture …