Key points
DeepL Voice: Real-time translation technology used in Salesforce at Dreamforce.
50 stages, 1,000+ sessions: Translation is done in real-time with DeepL Voice.
Learn more: Try DeepL Voice yourself at https://dee.pl/l5jn9.
Trade-offs/Failure Modes: Real-time translation requires significant computational resources.
Actionable Takeaway: Consider using real-time translation technology for large-scale applications.
Sources
iPhone Duo Simulator - Craftdocs App
Key points
Craftdocs App: Ready for Day 1 with the iPhone Duo simulator.
Polishing the experience: The team will continue to improve the app over the coming weeks.
Implementation: The app is built using the Craftdocs platform.
Trade-offs/Failure Modes: The app may not be compatible with all iPhone Duo simulator versions.
Actionable Takeaway: Consider using the Craftdocs platform for building iOS apps.
Sources
Response Time Optimization - AI Voice
Key points
Response time optimization: Atena Pegler fixed her response time with AI voice.
LevelUp 2026: Atena Pegler will be speaking at LevelUp 2026.
Trade-offs/Failure Modes: AI voice may not be suitable for all applications.
Actionable Takeaway: Consider using AI voice for response time optimization.
Sources
Custom Attribution Models - Built with Claude
Key points
Custom attribution models: Built with Claude, a prompting AI model.
Polar: Custom attribution models are available in Polar.
Trade-offs/Failure Modes: Custom attribution models may not be suitable for all applications.
Actionable Takeaway: Consider using custom attribution models built with Claude.
Sources
AI Agent Evaluation - What to Complete, Not How to Chat
Key points
AI agent evaluation: Evaluate AI agents by what they complete, not how they chat.
Guide: Get the guide at https://hubs.ly/Q04xV4xx0.
Trade-offs/Failure Modes: AI agents may not be able to complete tasks.
Actionable Takeaway: Consider evaluating AI agents by what they complete.
Sources
Voice AI in HighLevel - Real-Time Call Handling
Key points
Voice AI in HighLevel: Real-time call handling with voice AI.
Maya picks up: Maya picks up the call and offers three openings.
Trade-offs/Failure Modes: Voice AI may not be suitable for all applications.
Actionable Takeaway: Consider using voice AI for real-time call handling.
Sources
Duolingo's $1B/year Business - Retention Mastery
Key points
Duolingo's $1B/year business: Built by mastering retention.
Noimosai: Use Noimosai to recreate Duolingo's retention strategy.
Trade-offs/Failure Modes: Noimosai may not be suitable for all applications.
Actionable Takeaway: Consider using Noimosai for retention mastery.
Sources
Outbound - 3 Eras of Automation
Key points
Outbound: 3 eras of automation: manual, automation, and AI.
Manual: Manual outbound requires personal touch but doesn't scale.
Automation: Automation increases volume but drops relevance.
AI: AI can reduce demand but requires access to systems.
Trade-offs/Failure Modes: Each era has its trade-offs and failure modes.
Actionable Takeaway: Consider using AI for outbound automation.