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AGI Isn’t Here. Maybe It Never Will Be. But Something Else Might.
OpenAI released GPT-5 this month, and the reaction was telling. People were expecting a leap toward superintelligence. What they got was… an incremental upgrade. It was smarter in places, more useful in others. But it…
Production-Grade AI Systems: More Like Running an Airport Than Flying a Toy Plane
It’s easy to get an AI proof of concept working in isolation. That’s like flying a small remote-control plane in a park. You only need to think about lift-off, flying in circles, and landing without…
Why “Hallucination” Is the Wrong Way to Talk About LLMs
Most people in AI circles now know what “hallucination” means in the context of language models: it’s when the model confidently invents information that isn’t true. But the word itself — hallucination — brings a…
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AGI Isn’t Here. Maybe It Never Will Be. But Something Else Might.
18 August 25
by Christian Voudantas /  
OpenAI released GPT-5 this month, and the reaction was telling. People were expecting a leap toward superintelligence. What they got was… an incremental upgrade. It…
Production-Grade AI Systems: More Like Running an Airport Than Flying a Toy Plane
11 August 25
by Christian Voudantas /  
It’s easy to get an AI proof of concept working in isolation. That’s like flying a small remote-control plane in a park. You only need…
Most people in AI circles now know what “hallucination” means in the context of language models: it’s when the model confidently invents information that isn’t…
How Prompt Engineering Actually Works in Multi-Agent AI Systems
25 June 25
by Christian Voudantas /  
Prompt engineering gets a lot of attention in AI — but most of the content out there focuses on single-agent systems. A user types a…
Modern language models can generate incredible responses, but they don't work in isolation. Behind the scenes, the best systems combine large models with fast, context-aware…