Dialogue systems
Dialogue systems at Beyond Market Intelligence is a file of 3 stories. The newest of them: “From Spreadsheets to AI Assistants: A Principal Scientist's Journey”, “Discover how personality makes AI assistants more effective collaborators”, and “Shape your AI agent's memory naturally through conversation”. James Gung, a principal applied scientist at AWS, is opening the floor to questions about building AI services like Amazon Bedrock and Lex. Cognition's acquisition of Poke signals something practical: how an AI assistant talks is becoming as decisive as the model underneath. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every Dialogue systems story on Beyond Market Intelligence, newest first.

From Spreadsheets to AI Assistants: A Principal Scientist's Journey
James Gung, a principal applied scientist at AWS, is opening the floor to questions about building AI services like Amazon Bedrock and Lex. His work spans agent evaluation and conversation simulation, and he's offering a candid look at the day-to-day reality behind those systems. It's a useful chance to separate the substance from the job-title noise. For anyone navigating similar roles, his perspective on interviews and career paths is worth exploring, especially when the AI job market feels muddled.

Discover how personality makes AI assistants more effective collaborators
Cognition's acquisition of Poke signals something practical: how an AI assistant talks is becoming as decisive as the model underneath. Poke's conversational style will now shape Devin, the coding agent, because interaction design is where productivity either stalls or accelerates. We think that is the right bet. Users do not need louder claims about intelligence; they need tools that feel intuitive enough to trust. If you are curious how such models navigate structure, our related piece on paragraph structure offers a deeper look.
Shape your AI agent's memory naturally through conversation
Memory isn't a setting you toggle. It's a conversation. When you build an AI's memory simply by talking, you're not configuring a system; you're shaping a relationship. That's the real shift here, and it's one we think deserves your attention. We've been exploring how these interactions play out in practice, and our piece on questioning the tech behind interactive avatars offers a thoughtful counterpoint. For now, start a dialogue. See what your AI retains. The catch is that you have to begin.