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AI agents defy traditional monitoring due to infinite inputs, non-deterministic behavior, and quality embedded in conversations. This article details what to monitor, strategies for scaling evaluations, and how production traces drive continuous improvement.
LangChain Blog · 203d ago
OpenClaw 2026.2.25 improves Android chat streaming, markdown rendering, and startup performance. It introduces heartbeat directPolicy config for clearer delivery control and clarifies personal-by-default security.
OpenClaw (GitHub Releases) · 203d ago
OpenClaw v2026.2.25 upgrades Android chat streaming and markdown support. It introduces deterministic cold-start benchmarking and refactors subagent/cron delivery to reduce ghost mode issues.
OpenClaw.report · 203d ago
ASUS Zenbook DUO 2026 dual-screen laptop is now on sale with Intel Core Ultra X9 388H, 32GB RAM, and 1TB SSD starting at 14,999 yuan. It features dual 14-inch 2880x1800 144Hz OLED screens with stylus support and a detachable magnetic Bluetooth keyboard.
IT之家 · 203d ago
xAI quietly launched Grok 4.20 Beta, featuring a team of 4 specialized AI agents that collaborate on complex queries via internal discussions. The agents include Grok (coordinator), Harper (researcher), Benjamin (logic/math expert), and Lucas (creative challenger).
机器之心 · 203d ago
OpenBMB and NVIDIA launch SOAR 2026 sprint to benchmark Sparse+Linear MiniCPM-SALA on SGLang. Focuses on sparse operator fusion and KV-cache for long contexts.
Reddit r/MachineLearning · 203d ago
LightMem is a lightweight memory system for LLMs that reduces token usage, API calls, and latency without sacrificing accuracy in long conversations and multi-task agents. It addresses redundancy in dialogues, rigid segmentation, and costly online updates by mimicking human hierarchical memory mechanisms.
机器之心 · 203d ago
Consumer robot market booms in early 2026, entering homes globally. High prices and low repurchase rates pose challenges.
钛媒体 · 203d ago
Perplexity launched a new AI 'PC' replicating the 210K RMB/year Bloomberg Terminal in just two months. It integrates all AI functions with Opus as the core, orchestrating 19 models.
量子位 · 203d ago
Changxin Bochuang is acquiring a target company for RMB 375 million, with the target's valuation surging 3 times over the past 5 years. Once considered a 'problem asset,' it has become highly desirable.
钛媒体 · 203d ago
Andrej Karpathy declares AI programming has undergone a qualitative transformation starting December last year. The changes are described as extremely rapid and intense.
量子位 · 203d ago
Counterpoint Research Director Marc Einstein argues Nvidia needs to keep diversifying to assure investors of its future prospects. This advice persists despite Nvidia's strong latest earnings forecast.
Bloomberg Technology · 203d ago
Soaring mobile memory and storage chip prices are set to force major Chinese smartphone brands to raise handset prices in early March. Prices bottomed out in H2 2024 and have risen steadily for several quarters, accelerating recently.
TechNode · 203d ago
Salesforce CEO Marc Benioff, nicknamed 'SaaSquatch', declares his company will dominate the AI-driven 'SaaSpocalypse' in SaaS. In a quirky earnings announcement, they highlighted booming sales of AI agents and introduced a new method to measure their performance.
The Register - AI/ML · 203d ago
Huaixin Acoustics completed a tens-of-millions RMB angel round led by Chuangshi Capital. It uses acoustic big data and AI for precise anomaly warnings and health analysis in pipe leak detection, security, and industrial diagnostics.
36氪 · 203d ago
Tech giants like Alphabet and Amazon invest heavily in AI, driving power demands. Utility companies gain leverage in these deals.
钛媒体 · 203d ago
Volkswagen is the launch customer for XPeng's second-generation Vision-Language-Action model. CEO He Xiaopeng described it as a 'DeepSeek moment' for intelligent driving.
TechNode · 203d ago
JPMorgan's Marcella Chow notes market reactions to Nvidia earnings tempered by AI disruption concerns impacting the global economy. Demand for semiconductors and computing assets expected to stay strong despite fears.
Bloomberg Technology · 203d ago
Hu Jinghao, former Tencent AI engineer, released a demo of 'My Three Kingdoms', an AI-driven historical sim where players command figures to alter history. AI powers authentic role-playing, dynamic narratives, and real-time content generation.
36氪 · 203d ago
Bay Area Low-Altitude Research Institute (Guangdong) Ltd. newly established with 100M RMB capital.
36氪 · 204d ago
Investors seek next AI opportunity in chemical and cooling system makers. 22V Research highlights potential.
钛媒体 · 204d ago
MiniMax has upgraded its Agent platform with the launch of MaxClaw. It enables one-click deployment of OpenClaw.
Pandaily · 204d ago
Global carmakers like Stellantis, Ford face EV losses, prompting fuel car upgrades with AI driving tech. Chinese policy stabilizes fuel consumption; models like Audi Q5L with Huawei Qiankun and Geely Star series integrate NOA.
虎嗅 · 204d ago
Hong Kong stocks rose for a second day after Nvidia's strong earnings rekindled AI trade confidence. Hang Seng Index gained 0.3% to 26,839.86.
SCMP Technology · 204d ago
Huawei has joined the Agentic AI Foundation with OpenAI and Google to advance open-source agentic AI standards. This rare US-China collaboration occurs amid geopolitical tensions.
SCMP Technology · 204d ago
Xpeng has broken ground on China's first full-chain humanoid robot mass production base in Guangzhou. The company targets mass production and delivery of advanced humanoid robots by late 2026.
Pandaily · 204d ago
Shenzhen-based embodied AI startup Robotera has secured hundreds of millions in new funding led by SAIC Capital. This is its second major round within a month as investors rush into general-purpose robotics.
Pandaily · 204d ago
ByteDance advances as MaaS contender against Alibaba's IaaS dominance. Article simulates 2026 AI cloud market endgame.
钛媒体 · 204d ago
Medik announced completion of a Pre-A funding round worth tens of millions RMB on February 25. New investors include Zhongke Chuangxing, Shenzhen Capital's hard tech investors, and three funds from a Jilin provincial state-owned investment firm.
36氪 · 204d ago
Tencent has shut down its TiMi Montreal studio after five years without an original title. ByteDance is advancing a $6-7 billion sale of Moonton to Saudi Arabia's Savvy Games Group.
Pandaily · 204d ago