# gemini-3.8-flash / with_list: every word-level change, transcript -> output

- **I03**: "role play" → "role-play"
- **I04**: "reg" → "RAG"
- **I05**: "TD" → "TDD"
- **L01**: "marats" → "Mairead's"
- **L02**: "Ted" → "Tadhg"
- **L03**: "cut up" → "cut-up"
- **L04**: "Merritt" → "Mairead"
- **L06**: "Taj" → "Tadhg"
- **W01**: "Jackson" → "Jaxon"; "Sorsa" → "Saoirse"; "Coyab" → "Koyeb"; "ValM" → "vLLM"; "Prea" → "Priya"
- **W02**: "voice flow" → "VoiceFlow"; "Caitlin" → "Kaitlynn"; "Elora" → "LoRA"
- **W03**: "If you ask" → "Aoife asked"; "VLM" → "vLLM"; "VLM" → "vLLM"
- **W04**: "Kevi" → "Kaveh"
- **W05**: "Societal" → "Xochitl"
- **W06**: "M" → "env"; "Jackson" → "Jaxon"
- **W07**: "Source" → "Saoirse"; "Coyab" → "Koyeb"
- **W09**: "Kaitlyn" → "Kaitlynn"
- **W10**: "Oifi" → "Aoife"; "Jackson" → "Jaxon"; "Sarah's" → "Saoirse's"
- **W11**: "takes" → "tics"
- **W12**: "Kevish" → "Kaveh"; "Jackson" → "Jaxon"; "Cyrus" → "Saoirse"
- **W13**: "Oifi" → "Aoife"
- **W14**: "Sochadel" → "Xochitl"; "voice flow" → "VoiceFlow"
- **W15**: "Caitlin" → "Kaitlynn"
- **W16**: "Source" → "Saoirse"
- **W17**: "Jackson" → "Jaxon"
- **W18**: "Ify's" → "Aoife's"
- **W19**: "Kewei" → "Kaveh"
- **W20**: "the solicitor" → "Xochitl"