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Researchers built a new AI inference engine that:
reduces self-hosting costs by ~4x
runs a full agentic pipeline on one GPU
is a drop-in for the OpenAI API
And it serves 20...
Datalab Marker v2 is an open-source parsing pipeline that runs up to 23.7 pages per second on a single B200 GPU.
It outputs Markdown, JSON, or HTML, and under the hood it runs Surya 2,...
A long analysis run can go on for tens of minutes. Somewhere in the middle, a new file shows up, or the review criteria change, and most systems give you one option, which is to s...
Agent memory stored as a knowledge graph produces one graph per user, per team, and per project. A single enterprise customer can run millions of them.
Most of those graphs are cold at...
They split one coding task across four agents by role, as a planner, implementer, tester, and reviewer.
The goal was to test whether splitting agents by job title is a good way to divide...
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