Next Token Podcast Ep.3: Jev Paradigm Deep-Dive and Agent Workflows
oran_ge · x · 2026-09-21
Chinese AI roundtable podcast Next Token Weekly releases its 100-minute third episode with four hosts covering:
- Jev and System One models: models doing frequent structured judgments instead of chatting — memory triage, contact tagging, semantic queries, ad filtering — and why type-constrained output doesn't guarantee correct judgment.
- Models and creation: using GPT-6 Astra to generate training data, quantized local small models, SVG/design workflows, making promo videos and music with code.
- Agent deployment: whether agents need an ultrawide monitor, voice input, multi-account Codex, always-on agents, cloud Macs, and enterprise data/log boundaries.
- Also touches the week's热点 like Dario calling to slow AI progress as RSI arrives.
Full timeline and reference materials (TypeSafe's System One Models & Jev, Ling-2.6-1T, StepAudio 3 Realtime) included.
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