Context Engineering
Change a few lines and the same model behaves like a different one; what shifted is rarely the model but what it was shown this turn and in what order.
Change a few lines and the same model behaves like a different one; what shifted is rarely the model but what it was shown this turn and in what order.
AI giving a different answer each time is, in most cases, completely normal — not a sign of bad memory. There are really only two kinds of reasons: fi...
On September 27, 2026, NaiveAI released the open-weight model Naive-N0.5-Flash: a 309B-parameter mixture-of-experts (MoE) model that activates only 15...
The context window is the upper limit on how many tokens a model can "see" at once: the prompt, the conversation history, retrieved documents, plus th...
On September 1, 2026, Anthropic released Claude Fable 5.1 in the official Claude Platform version notes, positioning it as long-running agent programm...
Long context compression is not about simply deleting words, but about preserving the key information in the long material as much as possible and reo...
Context engineering is not about writing more flowery prompts, but about systematically determining what the model can see this time, what it sees fir...
The context window is a core concept in understanding the AI chat experience. Many people think that the model has a "poor memory", but not necessaril...