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Knowledge Editing

3 articles · Page 1 of 1

Sep 5, 2026 · Artificial Intelligence

How Mechanist Lets AI Discover Its Own Cognitive Mechanisms

Mechanist automates mechanistic interpretability research by generating hypotheses, running causal interventions on language models, discovering distinct attention heads for belief-state reasoning, and enabling targeted steering that improves both reasoning and biological sequence generation.

AI Self-ResearchAttention HeadsBelief State Reasoning

0 likes · 12 min read

How Mechanist Lets AI Discover Its Own Cognitive Mechanisms

Machine Learning Algorithms & Natural Language Processing

Aug 30, 2026 · Artificial Intelligence

How Knowledge Editing Enables Continual Learning in Large Language Models

The article analyzes how large language models can move beyond temporary context or retrieval tricks by using knowledge editing to modify internal parameters, forming distributed knowledge loops, confidence‑guided belief updates, and a self‑sustaining continual‑learning cycle, while also serving as a scientific tool for probing model mechanisms.

AI researchContinual LearningKnowledge Editing

0 likes · 14 min read

How Knowledge Editing Enables Continual Learning in Large Language Models

Alibaba Cloud Big Data AI Platform

Aug 11, 2024 · Artificial Intelligence

Alibaba Cloud PAI’s Breakthroughs in Chinese Diffusion, Prompting, and LLM Knowledge Editing

Recent ACL 2024 papers from Alibaba Cloud’s PAI platform showcase open‑source Chinese diffusion models, an interactive multi‑turn prompt generator, a long‑tail knowledge‑aware retrieval‑augmented LLM approach, and a dynamic fusion network for sequential model editing, all integrated into cloud services.

AI researchKnowledge EditingRetrieval-Augmented Generation

0 likes · 11 min read

Alibaba Cloud PAI’s Breakthroughs in Chinese Diffusion, Prompting, and LLM Knowledge Editing