#agents

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Multiple robotic arms mounted on a rail in an industrial workshop with shelves and equipment blurred in the background

What an AI Agent Really Is: Stripping Away the Hype

AI agents fill every pitch deck in 2026. The actual mechanism is simpler and more fragile than the marketing suggests: a probabilistic loop wrapped around a language model, extended with tools and memory.

Ahmad J · Jul 27, 2026 · 14 min read