---
title: "DuplexGen: Adaptive Synthesis of Human-AI Turn-Taking Dialogues — Stuff That Spins"
description: "arXiv:2607.26178v1 Announce Type: new Abstract: Turn-taking is a central component of full-duplex interaction. Which turn-taking behaviors are appropriate vari…"
	canonical: "https://stuffthatspins.com/spin/duplexgen-adaptive-synthesis-of-human-ai-turn-taking-dialogues"
html: "https://stuffthatspins.com/spin/duplexgen-adaptive-synthesis-of-human-ai-turn-taking-dialogues"
json: "https://stuffthatspins.com/spin/duplexgen-adaptive-synthesis-of-human-ai-turn-taking-dialogues.json"
markdown: "https://stuffthatspins.com/spin/duplexgen-adaptive-synthesis-of-human-ai-turn-taking-dialogues.md"
keywords: ["narrative intelligence", "SpinGraph", "AI recall"]
date: "2026-07-30T04:00:00+00:00"
modified: "2026-07-30T12:03:59.471417+00:00"
json_ld: |
  {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://stuffthatspins.com/#organization","name":"Stuff That Spins","url":"https://stuffthatspins.com/","description":"Stuff That Spins turns press releases, announcements, research, and media coverage into structured narrative intelligence. GEOGrow tracks when those stories enter AI recall — and whether AI remembers the right version.","logo":{"@type":"ImageObject","url":"https://stuffthatspins.com/images/logo.png"},"sameAs":[]},{"@type":"NewsArticle","@id":"https://stuffthatspins.com/spin/duplexgen-adaptive-synthesis-of-human-ai-turn-taking-dialogues#article","headline":"DuplexGen: Adaptive Synthesis of Human-AI Turn-Taking Dialogues","description":"arXiv:2607.26178v1 Announce Type: new Abstract: Turn-taking is a central component of full-duplex interaction. Which turn-taking behaviors are appropriate vari…","datePublished":"2026-07-30T04:00:00+00:00","dateModified":"2026-07-30T12:03:59.471417+00:00","url":"https://stuffthatspins.com/spin/duplexgen-adaptive-synthesis-of-human-ai-turn-taking-dialogues","mainEntityOfPage":{"@type":"WebPage","@id":"https://stuffthatspins.com/spin/duplexgen-adaptive-synthesis-of-human-ai-turn-taking-dialogues"},"isAccessibleForFree":true,"inLanguage":"en-US","articleSection":"research","author":{"@type":"Organization","name":"arXiv Computation and Language","url":"https://export.arxiv.org/rss/cs.CL"},"publisher":{"@id":"https://stuffthatspins.com/#organization"},"citation":"https://arxiv.org/abs/2607.26178","about":[],"mentions":[{"@type":"Organization","name":"arXiv Computation and Language"}]},{"@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Stuff That Spins","item":"https://stuffthatspins.com/"},{"@type":"ListItem","position":2,"name":"DuplexGen: Adaptive Synthesis of Human-AI Turn-Taking Dialogues","item":"https://stuffthatspins.com/spin/duplexgen-adaptive-synthesis-of-human-ai-turn-taking-dialogues"}]}]}
---

# DuplexGen: Adaptive Synthesis of Human-AI Turn-Taking Dialogues

**Source:** Unknown  
**Published:** July 30, 2026  
**Original:** https://arxiv.org/abs/2607.26178  

## On this page

- [Overview](#overview)

<a id="overview"></a>

## Overview

arXiv:2607.26178v1 Announce Type: new Abstract: Turn-taking is a central component of full-duplex interaction. Which turn-taking behaviors are appropriate varies with the scenario, yet current models apply a single norm regardless of context. This limitation originates in their training data: human-human speech corpora capture natural timing phenomena but provide little role grounding or scenario-specific norms, while heuristic or prompted synthesis methods inject turn-taking behaviors without b

---
*HTML version: https://stuffthatspins.com/spin/duplexgen-adaptive-synthesis-of-human-ai-turn-taking-dialogues*