Andrey Lukyanenko
Harness Handbook: The Missing Layer for Editing AI Agents Paper Code Project Demo An AI agent’s capability comes from its harness as much as from the foundation model behind it — the code that builds prompts, manages state, invokes tools, and drives the control loop. As models, APIs,...
Andrey Lukyanenko
LocateAnything Explained: Parallel Box Decoding and how it makes visual grounding faster and more precise Paper Project Demo Modern detection-and-grounding VLMs treat a bounding box as text: each box becomes a short string of coordinate tokens, decoded one at a time, left to right. This...
Andrey Lukyanenko
MiniMax Sparse Attention: Per-Group Block Selection for Cheap Million-Token Inference Paper Code Model Long-context LLMs keep promising the same thing: feed more tokens into the prompt and let the model reason over them. The bottleneck is rarely the window itself: it is the cost of attending...