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NanoClaw now integrates with Slack, allowing users to create persistent AI agent teams with specialized roles, memories, permissions, workflows, and avatars from a single message. Agents can collaborate in Slack channels and Canvases, while also being reachable through Telegram and WhatsApp.
This survey frames self-evolving LLM agents as dynamic graphs whose memories, tools, skills, workflows, and relationships change over time. It presents four evolution taxonomies, connects nine dynamic-graph-learning fields to agent capabilities, and proposes graph-aware evaluation and governance protocols.
An MIT study finds that AI-generated images often cannot be traced to individual training images. As datasets grow larger, the influence of any specific example tends to fade.
memFrame is an open-source dataframe API that compiles Python-style operations into SQL for DuckDB, PostgreSQL, and ClickHouse. It aims to keep analytics computation inside the database while adding multiagent natural-language data interaction.
Expedia Group is reorganizing its product and technology organization around AI, resulting in the departure of at least eight vice presidents and senior vice presidents. An internal memo also announced promotions for five leaders.
The World AI Cooperation Organisation (WAICO) has grown from 29 to 38 signatories within one month of its founding. The expansion comes as Washington reportedly prepares to urge 35 countries to choose between the two AI blocs.
Counterpoint reports that Latin American smartphone shipments fell 10% year over year in Q2 2026, the steepest decline since Q3 2023. Samsung and Apple grew 6% and 5%, respectively, while Motorola, Xiaomi, and Honor declined amid memory shortages, inflation, and weaker demand.
A court reportedly heard that former Samsung engineers stole process recipes for the company’s 18nm-class DRAM technology for sale to CXMT. One former Samsung engineer who moved to the Chinese memory maker is now reportedly in custody.
Korean semiconductor equipment makers Wonik Engineering and PSK reportedly saw their China revenue fall by more than 40% in 2025. The decline is linked to CXMT’s slower investment pace and the acceleration of domestic semiconductor equipment substitution in China.
Android 17 introduces stricter per-app memory limits that can slow or terminate apps consuming excessive memory. The change is designed to protect overall device performance when one app becomes a memory hog.