Frequently Asked Questions

Fear of speaking usually comes from performance anxiety — the fear of making mistakes in front of others. The most effective intervention is massive low-stakes exposure: speak with AI tools first (no judgment, infinite patience), then move to language exchange partners, and finally to high-stakes conversations. Each step should feel slightly uncomfortable but not overwhelming. Remember: native speakers universally report finding attempts at their language endearing, not embarrassing.

[Placeholder: Honest answer about timelines — what's possible in 3 months vs what fluency actually requires. Include FSI estimates and what daily practice hours produce what results.]

[Placeholder: No — the research on implicit vs explicit learning. Start speaking with simple structures, grammar awareness develops through use. Reference declarative vs procedural knowledge.]

[Placeholder: There's no 'best' accent — intelligibility matters more than native-like accent. Choose an accent you hear frequently and find motivating. AI tools can model any accent.]

[Placeholder: 2,000–3,000 high-frequency words cover ~90% of everyday conversation. Reference frequency lists, explain diminishing returns beyond 3,000 for casual speech.]

[Placeholder: Contextual acquisition + spaced repetition review. Words learned in meaningful conversation are retained dramatically longer than words from lists. Reference forgetting curve research.]

[Placeholder: Pictures beat native language translation for retention — they create a more direct semantic link. But conversation context beats both. Explain the image-mediation research.]

[Placeholder: PalmSpeak uses large language models to create structured roleplay scenarios. Explain how the AI adapts to proficiency level, what a session looks like, and how it differs from just using ChatGPT.]

[Placeholder: Complement, not replace — AI handles volume and availability, humans provide authentic unpredictability and cultural nuance. Describe the hybrid model and when each is most valuable.]

[Placeholder: Yes — beginner, intermediate, and advanced modes. Explain how scenario complexity scales, what beginner sessions look like vs advanced, and how the AI adjusts to detected proficiency.]

[Placeholder: List supported languages. Explain quality differences between high-resource and low-resource languages. Note that translation quality varies by language pair.]

[Placeholder: Only if used as a replacement rather than a scaffold. Real-time translation used to access authentic conversation, then reviewed afterward, accelerates learning. Explain the scaffolding model.]

[Placeholder: PalmSpeak is optimised for conversational translation, not legal/medical/technical documents. For professional documents, recommend professional human translators. Be honest about use cases.]

[Placeholder: PalmSpeak's translation is conversation-first — it preserves conversational flow, saves exchanges for review, and connects you with real native speakers. Google Translate is for one-off translations. Different use cases.]