We’ve celebrated an extraordinary breakthrough while largely postponing the harder question of whether the architecture we’re scaling can sustain the use cases promised.

In long context scenarios, the distribution of key information is generally very sparse. Previous work has found that the density and placement of relevant information significantly impact the ...

This article will examine the practical pitfalls and limitations observed when engineers use modern coding agents for real enterprise work, addressing the more complex issues around integration, ...

A reproduction of the Deepseek-OCR model based on the VILA codebase. DeepOCR explores context optical compression through vision-text token compression, achieving competitive OCR performance with ...

Alright, let’s get down to basics. We hear these terms thrown around all the time – AI, LLMs, Generative AI – and honestly, it can get a little confusing. Think of it like this: Artificial ...