Chinese AI Podcast Next Token Ep.3: Jev Paradigm, Small Judgments and Agent Workflows

vista8 · x · 2026-09-21

Next Token, a Chinese AI podcast co-hosted by Guizang, Juzi, Yang Pan and Xiangyang Qiaomu, released its third 100-minute episode (2,000+ subscribers). Main topics: the "Jev" paradigm of models doing high-frequency small judgments instead of chat — contact tagging, semantic search, ad filtering — and the distinction between type-constrained output and actual correctness; plus Agent deployment conditions: multitask screens, voice input, Codex multi-account workspaces, always-on agents, cloud Macs, and enterprise data boundaries. Also covers using GPT-6 Astra to generate training data for small models, multimodal understanding, quantized local models, and Vibe Coding's storage bloat.

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