Posts by Hamdane Khiari
Posts by Hamdane Khiari
When we start developing, we may think that code is the most important part.
As we progress with React, JavaScript, or frameworks, we often believe that we are going to build good projects.
But over time, we may come to understand that analyzing a p...
Today, AI is mostly used for surface-level tasks: correcting an email, rephrasing an idea, or making a logo. This is a very limited use compared to the tool's potential. At its core, without getting into the details of how it works, AI is a huge data...
The current educational model is standardized. For 200 students in the same institution following the same specialty, the curriculum is limited to broad outlines applied uniformly at a national level. This is mass programming: a rigid mold, designed ...
The world of software development relies on an implicit principle: complexity is a cause of protection. We have long assumed that if a system is sufficiently vast and convoluted, the cost of finding a critical flaw would remain prohibitive for almost...
In my previous article, I explored the idea of an AI researcher that reads what matters — not everything. Today, let's zoom out and address a deeper issue.
We get the impression that more data = better AI, and that it will become more performant. Eac...
In the previous articles, we laid the groundwork. We talked about an AI that doesn't know what it doesn't know. An AI that lacks doubt — that ability to stop and say "wait, I'm not sure." We talked about an AI that reproduces code patterns without un...
Let's set the debate: on one side, those for whom AI writes bad code. On the other, those for whom AI has revolutionized their workflow, they move ten times faster, the question is settled.
Both sides are potentially asking the wrong question.
Th...
In the two previous articles, we identified two problems. The first: LLMs don't always know when they're wrong — they generate, invent, fill the gap, sometimes without the slightest warning signal. The second: in the physical world, this behavior bec...
There's something strange about the way we talk about artificial intelligence right now. We keep hearing that models will soon "take control" of physical machines — robots, self-driving cars, industrial drones. As if AI only needed a little more comp...
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