technical

Definition

Almost always seen in "technical report", the format labs use to document a system outside peer review. The label signals engineering detail — architecture, training setup, evaluations — rather than a scientific claim vetted by reviewers. In practice the depth varies enormously, since competitive pressure has led many recent reports to withhold data composition and training specifics while still reporting benchmark numbers.

Explainers using this term

• Paper Walkthrough: UI-Venus-2 — Taking Screen-Operating Agents From Benchmarks to Real WorkUI-Venus-2 Technical Report
• Paper Walkthrough: Training Agents to Evolve with Their HarnessTraining Agents to Evolve with Their Harness: TaoLive Digital Avatar Agent Technical Report
• Paper Walkthrough: WeMM-Embedding — Putting Text, Images and Video on One RulerWeMM-Embedding: WeChat Multi-Modal Embedding Technical Report