Research posts
Insights, guides, and updates on AI testing, compliance, and best practices
Research
98.7% Retrieval Accuracy from Metadata You Already Have
Fine-tuning embedding models for aviation NOTAM retrieval — and why bigger models aren't always better out of the box.
Research
Comparative Analysis: Pre-Flight vs MITRE/FAA ALUE Benchmarks
A comprehensive analysis of two pioneering aviation LLM assurance benchmarks, examining how Airside Labs' Pre-Flight and MITRE/FAA's ALUE address distinct operational layers in aerospace AI safety.
Research
GAIA: Benchmarking Next-Gen AI Assistants for Aviation
Benchmarks play a crucial role in measuring AI progress and setting new standards. GAIA is one such benchmark that has caught our attention.