RAG or Long Context?
NNC AI
Context windows grew past a million tokens and everyone declared retrieval dead. Here is the actual decision procedure.
7 min read
Born From
Five Brands. One AI Network.
A small media network covering AI, film and production gear — AI-assisted in research and drafting, reviewed by a named editor before anything publishes.
OUR PORTFOLIO
Each brand operates independently — powered by the same AI infrastructure and editorial standards.
NNC RESTORE
Our team uses cutting-edge AI and manual expertise to restore damaged photographs, degraded film, and lost media. Every pixel is an act of preservation.
Before / after examples from real restoration work are being prepared. We would rather show you nothing than show you a stock photo.
PUT SOLUNACA
Click a node to explore the digitization project of the Macedonian Front. Six phases — one mission: preserve the memory.
Independent writing across AI, film and production gear. Every article cites its sources and is reviewed before it publishes.
Context windows grew past a million tokens and everyone declared retrieval dead. Here is the actual decision procedure.
The number is real; the measurement conditions usually are not stated. What to read instead.
Why two outlets can call the same show a hit and a flop, and both be reporting honestly.
OUR MISSION
NNC Vision is built on one belief: good media doesn't require a large budget — it requires the right infrastructure and someone willing to put their name on the result. We use AI in research and drafting, and a human editor reviews everything before it goes out.
From artificial intelligence to Balkan history, we cover every topic with the depth it deserves — publishing at scale without compromising on accuracy or authenticity.
Automation gathers sources and prepares drafts around the clock. It never publishes on its own.
Every brand has a dedicated editorial direction set by humans. AI executes; people decide.
This page is in Serbian and English. The publications themselves are written in English for a global audience.