Saturday, July 4, 2026

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🟢 💬 Community July 4, 2026 · 3 min read

Apple at ICML 2026: 28 Papers, On-Device MLX and a Negative Result on Multi-Agents

Editorial illustration: Apple machine learning research and accepted papers at the ICML 2026 conference in Seoul

Ahead of ICML 2026 in Seoul, Apple published an overview of its 28 accepted papers — from flexible video tokenization to transformer memory — along with a demo of local agentic coding with MLX. Among the papers is a negative result questioning the scaling of multi-agent teams.

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