Tech

Explaining models, paper discussions, prompt engineering with PMs.

Research presentations, RFCs for novel architectures, ML safety reviews.

Pipeline design reviews, data contracts, debugging with stakeholders.

How to explain bad data, impact, detection gaps, and prevention without blaming people.

Design critique, handoff to engineering, defending decisions.

Conference talks, blog posts, demos, community moderation.

Difficult 1:1s, performance reviews, hiring loops, exec updates.

Roadmap presentations, user interviews, stakeholder updates.

Common phrases, structures, and recovery moves for non-native speakers leading or participating in agile ceremonies.

Phrases for clarifying, narrating tradeoffs, recovering from mistakes, and finishing with confidence.

High-pressure English for acknowledging alerts, coordinating mitigation, updating stakeholders, and closing the incident.

Reading docs, writing tickets, talking to engineers without freezing.