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layout: post
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title: "Agentic Context Engineering (ACE) accepted at ICLR 2026"
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title: "Agentic Context Engineering (ACE) accepted at ICLR 2026!"
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thumbnail-img: /assets/img/iclr-logo.png
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share-img: /assets/img/iclr-logo.png
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author: Qizheng Zhang
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If you are interested in how test-time memory, learning from experience, reflection, and planning interact with modern LLM systems, we think ACE will resonate with you!
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## ACE as a Context / Self-Evolving Agent Research Platform
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## ACE as a Context Evolution Research Platform
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Since releasing ACE, we’ve been thrilled to see growing interest from the research and open-source communities:
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Over the next few weeks and months, we plan to release several major additions to the ACE platform across datasets, system features, and new research directions:
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| Datasets | Features | New Research |
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|-------|----------|------|
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| DDXPlus (medical reasoning) | ACE + Agent Skills | ACE + Meta-Memory Evolution |
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| BIRD-SQL (text-to-SQL) | ACE + Recursive Language Models | ACE + Tool-Augmented Context |
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| Terminal-Bench (terminal agents) | | |
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<table>
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<tbody>
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<tr>
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<td><strong>Datasets and Benchmarks</strong></td>
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<td>DDXPlus (medical reasoning), BIRD-SQL (text-to-SQL), Terminal-Bench (terminal agents), ...</td>
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</tr>
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<tr>
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<td><strong>Features</strong></td>
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<td>ACE + Agent Skills, ACE + Recursive Language Models, ...</td>
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</tr>
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<td><strong>New Research</strong></td>
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<td>Meta-Memory Evolution, Tool-Augmented Context, ...</td>
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</tr>
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</tbody>
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</table>
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ICLR 2026 is just the beginning. We see ACE as part of a broader research agenda around a new paradigm for context-driven learning and test-time adaptation in AI systems. If you’re working on related problems or interested in building on the ACE platform, we’d love to hear from you!
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