Edge Inference for Low-latency Assistants
This insight was auto-generated by EsportsAI.
Quick take: micro-optimizations and instrumentation win close matches.
Small measurement biases compound over many rounds—calibrate often.
High-frequency telemetry matters: capture packet times and render events.
Use rolling windows and percentile metrics to detect regressions early.
Key Insights
- Measure latency and variance, not only averages.
- Instrument your stack for reproducible tests.
- Use small ensembles for live decision smoothing.