Kieran Walter

MetaBeeAI extracts structured evidence from biological literature using a modular LLM pipeline with expert validation, improving consistency and reproducibility across studies.

The paper uses acoustic phenotyping with BEEhaviourLab to detect sublethal pesticide stress in bees by analyzing buzzing behavior.

This study investigates whether pollinators influence the essential amino acid profiles in nectar by testing bumblebee preferences and finding no direct selection pressure but post-ingestive evaluation mechanisms.