All Updates
Page 1766 of 1949
March 3, 2026
EmCoop: LLM Agent Cooperation Benchmark
EmCoop is a new framework and benchmark for studying cooperation in LLM-based embodied multi-agent systems. It separates high-level cognitive coordination from low-level embodied interactions to analyze collaboration dynamics over time. The framework includes process-level metrics and is instantiated in scalable environments supporting diverse agent counts and communication topologies.
DIG Scales Explainable Multi-Agent Collaboration
Researchers introduce DIG, a Dynamic Interaction Graph capturing emergent collaboration in role-free multi-agent LLM systems. It enables real-time observation, explanation, and correction of errors like redundancy and failures. This makes truly autonomous agentic AI scalable and interpretable.
COffeE-PSRO for Offline Multiagent RL
COffeE-PSRO extends PSRO for offline multiagent games by quantifying dynamics uncertainty and applying conservatism from offline RL to favor low-regret equilibria. It introduces a meta-strategy solver for offline exploration. Experiments show it extracts lower-regret solutions than state-of-the-art offline methods.
CARO: Smarter LLM Grading Fixes
CARO is a new framework that optimizes rubrics for LLM-based grading by decomposing errors via confusion matrices into distinct modes. It creates targeted fixing patches and uses diversity-aware selection to avoid conflicts and dilution. It outperforms SOTA methods on teacher education and STEM datasets.
OpenClaw 2026.3.2: Secrets Expansion, PDF Tools, Model Integrations
OpenClaw 2026.3.2 expands SecretRef support across 64 credential targets with fail-fast errors and adds a first-class PDF analysis tool supporting Anthropic and Google providers. It introduces MiniMax-M2.5-highspeed model integration, inline file attachments for sessions, Ollama embeddings for memory search, and improvements to Telegram streaming, CLI validation, and Zalo plugins. These updates enhance security, tooling, and channel compatibility for AI workflows.
Insilico Pilots AI Partnering Platform
Generative AI-driven biotech firm Insilico Medicine has piloted Automated Partnering System. The platform automates initial due diligence inquiries using a pre-loaded database. It upgrades manual communication into fully automated closed-loop processes.
Qwen3.5-9B Nears Win in Tough Math Game
User benchmarks small models on a 1M-number guessing game needing binary search and digit entropy. Qwen3.5-9B q4_k_m performs best, missing by one digit on round 10. Surpasses Cogito 14B and gpt-oss 20B which fail earlier.
Baidu Makes AI Its Revenue Core
Baidu redefines core business around AI with Q4 2025 revenue of 113B RMB (43% total), up 17.71% QoQ. AI cloud infrastructure hits 58B RMB with 143% YoY growth in computing subs; marketing services double YoY. Traditional ads decline amid overall revenue dip.
Huawei Qiankun Assisted Driving Tops 8.7B km
Huawei Qiankun intelligent driving system has accumulated over 8.7 billion km of assisted driving mileage with 1.36 million monthly active users (95.4% penetration). In February, it actively avoided 327,000 potential collisions and saw over 40 million parking-to-parking uses. During Spring Festival, usage hit 4.7 billion km, up 180% from last year.
China Mobile Launches 115Tbps AI Router Prototype
At MWC 2026, China Mobile unveiled the world's first super 100T intelligent computing interconnect router prototype with 115.2Tbps throughput using original Scale-Across GSE-DCI technology. It addresses multi-DC AI training challenges like load balancing and congestion over 100km+. Efficiency reaches 98% of single-node clusters for trillion-parameter models.
Qwen3.5-35B Adapts Tools Resourcefully
Qwen3.5-35B model creatively used web fetch on a search engine URL when web search failed. This demonstrates adaptive tool selection and resourcefulness. Shared as a Reddit demo highlighting model intelligence.
Xiaomi Brings AI to Physical World at MWC
This year's MWC has become China's AI main stage. Xiaomi demonstrated pulling AI out of chat interfaces to control the physical world directly. It highlights China's growing dominance in AI hardware integration.
AI Agents Reshape SaaS Landscape
AI Agents transform enterprise SaaS across UI (intent vs clicks), workflows (dynamic orchestration), and pricing (per-task vs per-seat). Simple tools risk obsolescence; data-rich platforms become Agent bases like Salesforce Agentforce. Airbnb's AI handles 30% of support tickets autonomously.
Drone Strikes Hit AWS Data Centers in UAE, Bahrain
Drone strikes damaged three AWS data centers in the UAE and Bahrain. Amazon's cloud unit warns of prolonged service disruptions in the Middle East. This incident threatens cloud-reliant operations including AI workloads.
Xianyu Launches AI Photo-to-Sell Feature
New Xianyu version officially launches with photo-based idle item selling. Feature uses image recognition from visual tech trained on massive C2C data via latest Qwen model. Achieves expert seller-level item identification and pricing.
Max Speed Qwen3.5-9B on 16GB VRAM Tips
User runs Unsloth Qwen3.5-9B UD-Q8_K_XL (12GB) on 4060ti 16VRAM with llama.cpp b8189. Achieves 22 tps at 60k context, 3GB VRAM free. Seeks further optimizations.
Rokid Glasses First to Support Gemini in AI Upgrade
Rokid Glasses overseas version receives major upgrade integrating four top AI models: Gemini, ChatGPT, DeepSeek, Tongyi Qianwen. First in industry to support Gemini on AI glasses. Enables model switching, multimodal interaction, real-time translation via end-cloud architecture.
OpenClaw 2026.3.2 Beta: PDF Tools & Integrations
OpenClaw 2026.3.2-beta.1 introduces a new PDF analysis tool with Anthropic and Google support, expanded SecretRef coverage across 64 credential targets, and MiniMax model integration. Enhancements include Telegram streaming defaults, session attachments, Ollama embeddings for memory search, and CLI config validation. Outbound adapters now support multi-media payloads for channels like Discord and Slack.
Singapore AI Mission Trains Lawyers, Inmates
Singapore is launching an AI mission to uplift its workforce. It includes training lawyers, accountants, and prison inmates in AI skills. This broad initiative targets diverse groups for AI upskilling.
AI Red Envelopes Harvest Micro-Data at Scale
Spring Festival AI red envelopes represent a massive micro-data harvesting operation. In the face of large models, personal privacy is worth at most $4.