Monitoring LLM behavior: Drift, retries, and refusal patterns

The offline pipeline's primary objective is regression testing — identifying failures, drift, and latency before production. Deploying an enterprise LLM feature without a gating offline evaluation ...
来自MSN

Display Testing Explained: How We Test PC Monitors

Equipment To measure and calibrate monitors, we use an X-Rite i1 Pro spectrophotometer, i1 Display Pro colorimeter, and the latest version of Portrait Displays Calman software. We get our test ...
Semiconductor Engineering

AI Accelerator Testing Depends On DFT Innovations

Multi-die assemblies greatly increase the number of things that can go wrong, and the difficulty of finding them.
Semiconductor Engineering

Enabling Seamless Monitoring, Test, And Repair In Multi-Die Designs

Anyone who follows the semiconductor industry knows that the accelerating performance, scale and energy efficiency demands of the AI revolution are outpacing the advances achievable by simply pushing ...
Electronic Design

Design-For-Test The Smart Way: dFT With A "Big T" And A "Little d"

Design-for-test, or DFT, should facilitate high-quality test, not change the design. Test techniques and strategies need to supply a high-quality test that screens out defective devices, avoiding ...