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SuanNi
Apr 13, 2026 · Artificial Intelligence

How AI Researchers Built a 400% Better Multimodal Memory System with AutoResearchClaw

A fully automated AI research pipeline called AutoResearchClaw enabled a team from top universities to redesign a multimodal memory architecture, OMNIMEM, achieving over 400% performance gains on LoCoMo and Mem‑Gallery benchmarks by iteratively fixing code bugs, restructuring the system, and optimizing retrieval strategies.

AI research automationAutoResearchClawKnowledge Graph
0 likes · 12 min read
How AI Researchers Built a 400% Better Multimodal Memory System with AutoResearchClaw
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Mar 14, 2026 · Artificial Intelligence

OpenClaw 3.12 Unveiled: UI Overhaul, Faster Model Engine, and Strengthened Security

OpenClaw 3.12 brings a complete UI redesign, a first‑class Ollama onboarding flow, a Fast Mode API switch, Gemini‑based multimodal memory, a new sessions_yield routing feature, robust failover mechanisms and dozens of security patches, all aimed at improving stability and performance for both casual users and large‑scale automation workloads.

AI agentsFast ModeOpenClaw
0 likes · 7 min read
OpenClaw 3.12 Unveiled: UI Overhaul, Faster Model Engine, and Strengthened Security