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LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence

Paper recorded by Signals 4 on 2026-09-15 in cs.AI. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-15 on arXiv · recorded by Signals 4 on 2026-09-16

Category: cs.AI · 人工智能 · first seen 2026-09-16

Abstract

We introduce LimiX-2, a new model in the LimiX family, developed through model and data scaling guided by our previously established scaling laws. LimiX-2 adopts the Contextual Mechanism Networks (CMNs) paradigm and is pretrained with Context-Conditional Masked Modeling (CCMM). CMNs shifts the organizing principle of in-context learning from target-centric prediction to mechanism-oriented joint mo

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#48 most recent of 300 cs.AI papers we have recorded · ↑ newer: Verifiable Social Reasoning for LLM Assistants · ↓ older: Det-LIME: Detector-Aware, Multi-Instance Local Interpretable Model-Agn

Cite this page: LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence: the #48 most recent of 300 cs.AI papers we have recorded (as of 2026-09-15). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/limix-2-a-contextual-mechanism-network-towards-general-structured-data-intellige.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json

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