9 articles · newest first
The same kind of model can run on a company's servers or on your own computer. What flips for privacy, cost, speed and model choice — and why your GPU's memory is the ceiling.
Aliteq Team · Sep 26 · 4 min
Some models write out their working before they answer. What that actually buys you, what the thinking tokens cost, and the kinds of task where switching it on pays off.
Aliteq Team · Sep 26 · 4 min
A model on its own can only talk. Tools let it act inside your app; agents let it choose their own next step — and that's where the power and the risk both come from.
Aliteq Team · Sep 26 · 4 min
Code models sometimes invent library names, and attackers register those names to wait for you. The research behind it, and the one check that catches it. Try spotting the fake.
Aliteq Team · Sep 26 · 4 min
The model picks each next word from a shortlist, and "temperature" decides how adventurous that pick is. Turn the dial, watch the output shift — and see why newer models take the choice away.
Aliteq Team · Sep 26 · 4 min
The idea behind every modern model, shown as a heatmap you can tap: how it decides which of your earlier words matter for the word it's writing next.
Aliteq Team · Sep 26 · 4 min
The model has no memory of its own. Once a conversation outgrows its window, your earlier decisions quietly fall out. See what drops, what gets summarised, and the habit that keeps what matters in view.
Aliteq Team · Sep 26 · 4 min
Everything the model can see at once — your prompt, the chat so far, your files, its own reply — sits in one window with a fixed limit. Tap to watch it fill, and see why bigger isn't automatically better.
Aliteq Team · Sep 26 · 4 min
The model never sees words; it sees tokens, and they're what your context limit and your bill are measured in. Tap the meter to watch a sentence break apart into them.
Aliteq Team · Sep 26 · 4 min