Applications
Xiaomi Humanoid Runs 3 Hours in Factory
Xiaomi’s humanoid robot completed a 3-hour autonomous operation in a real auto factory. It achieved a 90.2% success rate on the self-tapping nut workstation.
Pandaily · 201d ago
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March 2, 2026
Infrastructure
Project Helix Speeds Zero Trust Onboarding
Project Helix simplifies Cloudflare One onboarding. It leverages automation and Terraform templates for rapid deployment of best-practice configurations in minutes.
Cloudflare Blog · 202d ago
Infrastructure
Cloudflare Unveils Programmable SASE
Cloudflare offers the only SASE platform with a native developer stack. It enables building custom real-time security logic and integrations at the edge.
Cloudflare Blog · 202d ago
Infrastructure
Cloudflare One Launches Agile SASE
Cloudflare One positions agile SASE as the key to modernization in 2026. It provides a single programmable connectivity cloud that secures humans, devices, and AI agents.
Cloudflare Blog · 202d ago
Applications
Kimi K2.5 Hits Yearly Revenue in 20 Days
Moonshot AI's Kimi K2.5 model generates more revenue in 20 days than all of last year, topping OpenClaw benchmarks. Agent economy emerges as AI agents autonomously handle workflows.
虎嗅 · 202d ago
Applications
Juewu Tech Raises 100M+ RMB Series A
Juewu Tech secured over 100M RMB in Series A funding led by Huachuang Capital. Its modular all-terrain robots have scaled in Chinese agriculture after 1M+ km tests.
36氪 · 202d ago
Business
OpenAI Acquires GPT.com Domain
OpenAI has reportedly acquired the GPT.com domain, which now redirects visitors to ChatGPT.com. This follows their acquisition of Chat.com last year, which also points to ChatGPT.
cnBeta (Full RSS) · 202d ago
Infrastructure
Huawei Launches 50Gbps AI Backhaul Tech
Huawei introduced a U6GHz E-band long-distance full-duplex microwave solution to manage explosive traffic from AI wearables and robots. It targets 6G ITU-R KPIs like 50Mbps uplink and 300Mbps downlink edge rates.
cnBeta (Full RSS) · 202d ago
Infrastructure
Embodied AI Hurdles at Heterogeneous Computing
Hot money is chasing embodied intelligence amid high industry hype. However, deployment faces major pain points including accuracy, reliability, and data silos.
钛媒体 · 202d ago
SetupAIModels
Models
Qwen 3.5 Needs bf16 KV Cache
Qwen 3.5 models like 35B A3B require bf16 KV cache in llama.cpp for accurate perplexity, not default f16. Tests show bf16 PPL at 6.5497 vs 6.5511 for f16/f32.
Reddit r/LocalLLaMA · 202d ago
Research
SleepLM: Language Models for Sleep
SleepLM introduces foundation models aligning multimodal polysomnography with natural language for sleep analysis. It curates the first large-scale sleep-text dataset from over 100K hours of data across 10K+ individuals.
ArXiv AI · 202d ago
Business
Silicon Valley Faces AI Anxiety
Interviews with Silicon Valley tech company employees explore AI-induced anxiety amid layoffs and fears of programmers being replaced by AI. Workers discuss continuing to hand-code and their views on future changes.
虎嗅 · 202d ago
Research
RL-CMSA Masters Min-Max mTSP
RL-CMSA is a hybrid reinforcement learning method for the symmetric single-depot min-max multiple traveling salesman problem (mTSP). It constructs diverse solutions via probabilistic clustering with learned q-values, merges them, solves a restricted MILP, and refines via local search.
ArXiv AI · 202d ago
Models
PseudoAct: Pseudocode for Smarter LLM Agents
PseudoAct is a new framework that uses LLM-generated pseudocode to create structured plans for agents, encoding control flows like loops, conditionals, and parallelism. It overcomes ReAct's limitations in long-horizon tasks by reducing redundant actions and ensuring coherent execution.
ArXiv AI · 202d ago
Research
ProductResearch Boosts E-Commerce Agents via Synthetic Trajectories
ProductResearch introduces a multi-agent framework to synthesize high-fidelity trajectories for training e-commerce shopping agents. It uses User, Supervisor, and Research Agents to generate comprehensive product reports from nuanced intents.
ArXiv AI · 202d ago
Models
ODAR: Adaptive Routing Revolutionizes LLM Reasoning
ODAR-Expert introduces adaptive routing for LLMs, dynamically directing queries between a fast heuristic agent and a slow deliberative agent using active inference-based difficulty estimation. It features a free-energy fusion mechanism that minimizes variational free energy to balance likelihood and uncertainty.
ArXiv AI · 202d ago
Research
MMKG-RDS: Multimodal KG Reasoning Data Synthesis
MMKG-RDS is a flexible framework leveraging multimodal knowledge graphs for high-quality reasoning data synthesis, overcoming limitations in coverage, verification, and interpretability. It features fine-grained extraction, customizable sampling, and quality scoring, validated on MMKG-RDS-Bench (5 domains, 17 tasks, 14,950 samples).
ArXiv AI · 202d ago
Research
HumanMCP Dataset for Realistic MCP Tool Evaluation
HumanMCP is the first large-scale dataset of diverse, human-like user queries for evaluating MCP servers' tool retrieval performance. It covers 2800 tools across 308 servers, built on MCP Zero, with multiple unique user personas per tool capturing precise to ambiguous intents.
ArXiv AI · 202d ago
Research
Ditch AGI for Superhuman Adaptable Intelligence
This arXiv paper critiques AGI as flawed, noting inconsistent definitions and human lack of true generality. It proposes Superhuman Adaptable Intelligence (SAI): AI exceeding humans in key tasks while filling human skill gaps.
ArXiv AI · 202d ago
Research
Counterfactual Causal ID Completeness Results
Develops CTFIDU+ algorithm to identify counterfactual queries from Layer 3 distributions, proving its completeness. Establishes fundamental limits for exact causal inference using realizable counterfactual data.
ArXiv AI · 202d ago
Research
CHIEF: Causal Graphs for MAS Failure Attribution
CHIEF transforms flat execution logs in LLM-powered Multi-Agent Systems into hierarchical causal graphs for better failure attribution. It uses oracle-guided backtracking and counterfactual screening to pinpoint root causes efficiently.
ArXiv AI · 202d ago
Research
Causal POMDPs for Robust Planning Under Shifts
This arXiv paper proposes a causal POMDP framework to handle planning under distribution shifts by modeling changes as interventions. It enables evaluating plans under hypothesized shifts and identifying altered environment components.
ArXiv AI · 202d ago
Models
Agentic LLM Automates AML Media Screening
Researchers propose an agentic LLM system with RAG to automate adverse media screening for AML and KYC compliance, addressing high false positives in keyword searches. The LLM agent performs web searches, retrieves and processes documents, and calculates an Adverse Media Index (AMI) score per subject.
ArXiv AI · 202d ago
Infrastructure
OpenClaw 2026.3.1: AI Agents & Android Boost
OpenClaw 2026.3.1 sets adaptive thinking as default for Anthropic Claude 4.6 models and adds container health endpoints for Docker/K8s. It expands Android nodes with camera, notifications, and sensors, while improving Discord/Telegram session management and OpenAI WebSocket streaming.
OpenClaw (GitHub Releases) · 202d ago
SetupAIResearch
Research
Chinese Security AI Beats Claude 13-3
A domestic Chinese security AI has surpassed Anthropic's Claude in vulnerability detection, achieving a 13 vs 3 score. It not only reproduced known vulnerabilities but also uncovered 10 additional zero-day exploits.
量子位 · 202d ago
Infrastructure
Funds Surge into Telecom, Dump Metals
Morning session saw main funds net inflow into communication, petroleum, and defense sectors. Key inflows hit Zhongji Innolight (¥3.44B), Eoptolink (¥2.74B), and China Satellite (¥1.97B).
36氪 · 202d ago
Business
Noetix Raises $140M for Consumer Robots
Noetix Robotics secured nearly RMB 1 billion ($140M) in Series B funding led by CATL-backed CD Capital. The round supports development of consumer-focused humanoid and biomimetic robots.
Pandaily · 202d ago
Coding
AI Hype Mirrors Qin Shi Huang Immortality Quest
Opinion piece likens AI 'it's about to succeed' hype to emperor's futile immortality search. Critiques overemphasis on coding as AGI proxy amid unproven real-world impact.
虎嗅 · 202d ago
Business
Galbot Raises $350M for Humanoid Robots
China's Galbot, focused on embodied AI for humanoid robots, raised RMB 2.5 billion ($350M) in new funding. Investors include China Integrated Circuit Fund, Sinopec, CITIC entities, SAIC Motor arm, and existing shareholders.
TechNode · 202d ago
Applications
KargoBot Raises $100M+ Series B for Unmanned Trucks
卡爾動力KargoBot在幹線無人貨運領域領先，完成超過1億美元的B輪融資。這標誌著其作為無人重卡細分領域實力玩家的地位。
钛媒体 · 202d ago