When an AI Agent Says "I," Who Are We Trusting?Personified AI agents can make users lose track of who is deciding, who is authorizing, and who is responsible.
5 min read
Context Order and Reasoning Drift: Measuring Order Sensitivity from Token ProbabilitiesHow the same evidence can yield different answers when you only change the order.
2 min read
Measuring Reasoning Drift: A Token-Level Instability SignalHow to detect process-level breakdowns from token probabilities before the final answer fails.
5 min read
When AI Reasoning Starts to DriftPeople often describe AI mistakes as sudden failures. One moment the answer seems reasonable and confident, and the next it is clearly wrong. This makes erro…
3 min read
The Effect of Chunk Retrieval Sequence in RAG on Multi-Step Inference Performance of Large Language ModelsWhy the order of retrieved information can quietly change how AI reasons step by step
38 min read
Key Challenges in Current LLM Memory SystemsWhy how AI remembers information can quietly shape its reasoning
10 min read