How large companies actually adopt AI: deployments, ROI debates, vendor battles and the gap between pilots and production.
624 articles
The article argues that qualitative review often approves fluent, plausible answers that are factually wrong. An evaluation harness using labeled ground truth can measure actual accuracy and expose failures that intuition-based review misses.
VentureBeat · 35d ago
Anthropic told prospective investors that its second-quarter revenue increased by at least 14 times compared with the same period last year. The disclosure comes as the AI company prepares for a potential IPO.
Bloomberg Technology · 36d ago
OpenAI’s enterprise business now generates more revenue than its consumer business, according to CFO Sarah Friar. Its annualized revenue run rate has reached $40 billion, approximately double the level from a year ago and earlier than previously forecast.
The Next Web (TNW) · 36d ago
Samsung is reportedly using Anthropic’s Claude Code to accelerate chip design and verification. The reported adoption signals growing interest in applying AI coding tools to semiconductor engineering.
Digital Trends · 36d ago
Databricks has raised $5 billion at a $190 billion valuation, marking its second financing round of the year. The data and AI software company competes with Snowflake and Alphabet.
Bloomberg Technology · 37d ago
Microsoft is gradually combining its consumer and business Copilot apps into a single experience. Copilot Podcasts, Group Chat, Deep Research, and the Mico animated character will be retired beginning August 18.
GeekWire · 37d ago
Swedish legal-AI company Legora is reportedly seeking new funding at a valuation above $10 billion. If successful, the deal would roughly double its valuation only months after its previous raise.
The Next Web (TNW) · 37d ago
iFlytek has released a full enterprise-services product portfolio covering seven core business scenarios. The announcement does not identify the individual products, supported models, APIs, or deployment options.
量子位 · 37d ago
Tencent reported first-half 2026 revenue of 401.243 billion yuan and attributable profit of 114.115 billion yuan, both up 10% year over year. Its AI portfolio is expanding through the Hy3 model, WorkBuddy, CodeBuddy, and the Xiaowei agent, while the company plans to increase computing-resource purchases.
IT之家 · 38d ago
The article argues that AI agents can execute technically correct actions without having business authorization to do so. It proposes an Agent Authority Contract to define what agents may execute, what requires approval, what they may recommend, and what they must never access.
VentureBeat · 40d ago
NEC is introducing a new organizational model in which everyone, from department heads to employees, works with AI. AI managers can generate AI employees on demand and assign them specific roles.
ITmedia AI+ (日本) · 40d ago
OpenAI is introducing Premium seats for ChatGPT Business, offering higher usage limits for demanding team workloads. Businesses that sign up by August 20 will receive $100 in workspace credits.
OpenAI News · 41d ago
Salesforce is reallocating its support workforce from roughly 9,000 to 5,000 roles as AI adoption expands, rather than simply cutting jobs. Salesforce Japan is also requiring annual AI certification for all employees and creating FDE roles that implement AI directly in business operations.
ITmedia AI+ (日本) · 41d ago
Demand for Forward Deployed Engineers has surged as companies struggle to convert capable AI models into working business systems. The article connects this hiring boom with research indicating that most enterprise AI projects have yet to produce measurable financial value.
虎嗅 · 43d ago
HSP GRUPPE uses ChatGPT Enterprise to increase productivity and improve the quality of its tax advisory work. The initiative also creates more capacity for client service and advisory activities.
OpenAI News · 43d ago
AMD reportedly acquired Taalas to strengthen its compute solutions for the rapidly expanding AI inference market. The Reddit discussion speculates that AMD’s enterprise focus could reduce the likelihood of consumer-facing, hot-swappable AI model hardware.
Reddit r/LocalLLaMA · 43d ago
Microsoft is working toward a Copilot Super App that would provide a single entry point for its expanding AI products. Executive Vice President Charles Lamanna explains how Copilot, agents, and platform efforts could reduce product fragmentation and strengthen Microsoft’s AI strategy.
GeekWire · 44d ago
本文聚焦 Data Agent 如何從基礎工具呼叫，發展為可在生產環境運作的系統。核心議題包括上下文管理、工具協作與治理閉環，目標是提升資料代理的可靠性與可控性。
InfoQ中国 · 45d ago
Anthropic and Cognizant are expanding their partnership to bring Claude to enterprise customers. The collaboration signals a broader push to support enterprise adoption of Anthropic’s AI assistant.
Anthropic Announcements · 45d ago
SoftBank expects its cloud and artificial intelligence businesses to achieve an annual growth rate of 30% by fiscal 2027. The forecast signals an aggressive long-term expansion outlook for the company’s AI and cloud operations.
36氪 · 46d ago
Shionogi Pharmaceutical improved the answer accuracy of its internal generative AI from 50% to 90%. The case highlights how optimizing large volumes of confidential data can help pharmaceutical companies overcome barriers to enterprise AI adoption.
ITmedia AI+ (日本) · 47d ago
Amazon Web Services’ cloud chief says customers are moving beyond using AWS primarily to train AI models and are now integrating AI into business operations. This shift is driving increased demand for AI inference, the process of running trained models to generate results.
Bloomberg Technology · 47d ago
Enterprise-AI company Yellow.ai has agreed to go public through a merger with blank-cheque company Bluerock Acquisition. It plans to use much of the proceeds to acquire call-centre outsourcing operators and automate their operations with AI.
The Next Web (TNW) · 47d ago
An analysis of 15 million AI interactions by Google reveals that most job tasks remain unaffected by current automation tools. The findings suggest that AI is currently serving more as a supplementary tool rather than a replacement for human labor.
Ars Technica AI · 53d ago
Nvidia has appointed Nick Parker, a 26-year Microsoft veteran, as the new head of global sales. This rare external executive hire signals a strategic push to accelerate enterprise AI commercialization and global market expansion.
cnBeta (Full RSS) · 62d ago
Google is enhancing the Gemini Enterprise platform with a new glowing prompt bar and updated Workspace connectors. These changes are part of the preparation for the upcoming Gemini Spark agent.
TestingCatalog · 63d ago
Zhongke Wenge has released its first AI decision-making product suite, aiming to accelerate enterprise decision-making processes to a 10-minute turnaround. The system leverages the Decitron probability signal engine to enhance strategic accuracy.
钛媒体 · 63d ago
Verizon is cutting 3,000 retail jobs and shifting stores to independent franchises as it increasingly relies on AI for customer service. This move highlights the accelerating trend of AI-driven automation in retail labor.
The Next Web (TNW) · 65d ago
Cohere's VP Rachad Alao argues that true AI sovereignty for enterprises requires control over the entire stack, from infrastructure and GPUs to governance and agent frameworks. He emphasizes that as agentic workflows increase token consumption, enterprises should prioritize private, secure, and task-appropriate model routing over simple token-based billing.
VentureBeat · 66d ago
JPMorgan Chase is establishing a dedicated AI software infrastructure team in Seattle. The initiative aims to manage AI workloads across internal data centers and external providers while optimizing costs and ensuring IP protection.
GeekWire · 66d ago