Emakia Fall 2025 — AI Training Series

Cadence: Every 3 Weeks | Format: Virtual & TestFlight Pilot Group  Start Date: September 17, 2025

Date	Training Module	Key Focus
Sept 17, 2025 9:00 AM PT	False Negative Analysis + LLM Evaluation - Llma, Grok, DeepSeek, OpenAI, Gemini	Detect underflagging cases using diverse LLM responses
Oct 8, 2025 9:00 AM PT	False Positive Calibration + LLM Evaluation Llama, Grok, DeepSeek, OpenAI, Gemini	Reduce overflagging through contextual retraining and adaptive lexicon mapping
Oct 29, 2025 9:00 AM PT	Classifier Prediction Testing + LLM Evaluation	Validate model accuracy with 3 selected LLMs
Nov 19, 2025 9:00 AM PT	Misinformation Detection + LLM Integration	Apply graph-based tracing (Neo4j) to analyze harassment spread; develop LLM-based framework for misinformation detection