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Organizations struggle to gain value from AI deployments due to inadequate evaluation methods that ignore operational realities. The paper introduces 'context specification,' a process to translate stakeholder perspectives into explicit, measurable constructs of properties, behaviors, and outcomes.
ArXiv AI · 199d ago
Best-of-Tails (BoT) addresses the optimism-pessimism dilemma in inference-time LLM alignment by adaptively selecting responses based on reward distribution tails. It uses the Hill estimator for per-prompt tail heaviness and Tsallis divergence as a tunable regularizer.
ArXiv AI · 199d ago
Anthropic added a plugin feature to its AI agent Cowork, allowing customization of business-specific Claude agents. Users can combine skills, connectors, slash commands, and sub-agents.
ITmedia AI+ (日本) · 199d ago
Multi-Agent Debate (MAD) suffers from the Martingale Curse, where agents converge to erroneous consensus due to correlated errors. AceMAD breaks this by using asymmetric cognitive potential energy via peer-prediction, directing convergence toward truth.
ArXiv AI · 199d ago
Baidu's Luobo Kuai Run has resumed fully unmanned testing and operations in Dubai and Abu Dhabi. The simultaneous rollout in both cities speeds up overseas driverless deployment.
36氪 · 199d ago
The open-source AI agent framework OpenClaw has gone viral worldwide, gaining massive tech industry attention. It enables AI to execute real tasks beyond content generation, positioning it as a pivotal step into the AI agent era.
TechNode · 199d ago
Apple faces memory shortages and soaring costs. Citigroup reiterates 'buy' rating on the stock.
钛媒体 · 199d ago
Microsoft's stock dipped amid fears of Anthropic's AI as a threat. The company is integrating Anthropic's Claude model.
钛媒体 · 199d ago
Tencent and Zhipu launched AI agents integrating OpenClaw, causing their shares to jump. China's strong enthusiasm for the open-source AI program is sparking a stock rally among local tech firms rapidly adopting it.
Bloomberg Technology · 199d ago
Oracle confirms its flagship Abilene data center construction is on schedule. 200 MW of capacity is now operational, marking key progress in their infrastructure buildout.
36氪 · 199d ago
India's IndiaAI Mission has deployed over 34,333 GPUs by 2025, subsidized to just 65 INR (~RMB 6) per hour for developers. Sarvam AI integrates voice-first multilingual AI into WhatsApp, while Krutrim AI embeds into Ola apps and develops custom chips.
虎嗅 · 199d ago
AI has displaced only 12,304 jobs in 2026 YTD, just 8% of total cuts per Challenger report. Anthropic's new 'observed exposure' method reveals LLMs' real-world use lags far behind theoretical capabilities.
Computerworld · 199d ago
New York lawmakers are advancing a bill to prohibit AI chatbots from offering legal or medical advice. The proposal would enable users to sue companies if their AI systems provide such guidance.
TechRadar AI · 199d ago
Apple increased iPhone production in India by about 53% last year. The company now makes a quarter of its iPhones there, reflecting a pivot from China to avoid US tariffs.
Bloomberg Technology · 199d ago
Lenovo announced YOGA true wireless noise-canceling earphones and started pre-orders for YOGA Pro 15 Aura AI Yuanqi Edition, set to launch on March 18 alongside YOGA Pro 16. The laptop features Intel Core Ultra 7 356H processor, RTX 5060 GPU, 32GB RAM, 1TB SSD, and a 2.5K 165Hz touch OLED display with stylus support.
IT之家 · 199d ago
OpenClaw (Blood Lobster) can now be installed on PCs in just 1 minute, as easy as downloading an app. This epic barrier reduction includes a new model released specifically to simplify access.
量子位 · 199d ago
While the internet chases AI frenzy, Jack Ma leads Alibaba and Ant executives to study child and talent cultivation in the AI era. This 'unconventional' move uses future thinking to gain an early lead.
虎嗅 · 199d ago
Li Jigang, self-titled 'prompt engineer', critiques standardized 'water' education from industrial era as obsolete in AI times. He advocates 'fire' education to ignite unique individual talents, with AI as an accelerator.
虎嗅 · 199d ago
Unitree Robotics has partnered with the University of Hong Kong's Shanghai Institute to create a Joint Laboratory for Embodied Intelligence. The lab aims to bridge academic research and practical robotics applications.
Pandaily · 199d ago
LAVA Music launched LAVA STUDIO, an AI-powered personal music creation platform simulating pro effects, amps, and DAW with track separation. It raised over $2.26M on crowdfunding, breaking category records.
36氪 · 199d ago
Shenzhen-based LDRobot refiled for Hong Kong IPO after CSRC approval. It reported $52.9 million revenue in H1 2025 while narrowing losses.
Pandaily · 199d ago
AI for Materials startup Soge Zhisuan completes over 10M RMB seed round led by Qiga Capital. Funds for original AI compute engine R&D, team expansion, and infra build.
36氪 · 199d ago
ORCAUBOAT raised $27.4 million in China's largest financing for water-surface autonomous driving. The funding advances its ORCA-APAS system deployed in 12 countries.
Pandaily · 199d ago
Chinese embodied intelligence firm MagicLab has secured $68.5 million in Series A funding. The company unveiled a $1.37 billion ecosystem fund to boost embodied AI.
Pandaily · 199d ago
User perspective on viral AI '小龙虾' reveals high entry barriers requiring coding skills and creativity. Token costs are notable but cheaper than overseas; only few master it amid hype-driven courses.
虎嗅 · 199d ago
Tencent achieves its defining ChatGPT-like breakthrough in AI. Model capabilities set the baseline, but superior product interaction experiences determine ultimate success.
钛媒体 · 199d ago
Evolution from OpenClaw to Miclaw hands control to AI agents, ending chat-only limitations. Enables broader agent autonomy.
钛媒体 · 199d ago
AI's power hunger triggers grid crises. Solution embedded in EV makers' battery swap stations.
钛媒体 · 199d ago
索格智算, founded by SJTU Prof Xu Zhenli, completed over 10M RMB seed funding led by Qigao Capital. Developed SOG-Net algorithm and NanoTitan simulator for 10x faster million-atom materials simulations on single GPU.
36氪 · 199d ago
The U.S. Department of Agriculture is using Palantir's AI platform to optimize employee seat assignments as staff return to the office.
The Register - AI/ML · 199d ago