Exaforce raises $125M for AI security operations
The three-year-old startup says Exabot can turn multi-day SOC investigations into minute-level work as AI-native security funding accelerates.
AI agents News and Analysis · Page 2
186 verified stories covering AI agents, product updates and industry developments. Page 2 of 2
OpenAI hardens Codex with a Windows sandbox
The new design uses separate Windows accounts, network policy and a command runner to make Codex isolation an operating-system boundary rather than an environment-variable promise.
Apple works on App Store rules for AI agents
Apple is reportedly designing a compliant path for AI agent and vibe-coding apps after earlier App Store rejections exposed a conflict with dynamic-code rules.
Robin Li says users pay for agents that get work done
At Baidu Create 2026, Robin Li shifted the emphasis from model competition to agents, applications and the idea of the “super individual.”
Amazon folds Rufus into Alexa for Shopping
Amazon is retiring the Rufus shopping assistant brand and moving its history, recommendations and 300 million users into Alexa for Shopping.
Cursor cloud agents learn multi-repo pull requests
Cursor’s cloud agents now support multi-repository environments, faster builds and enterprise controls for teams with microservice codebases.
Vapi reaches $500M valuation after winning Amazon Ring
Vapi raised a $50 million Series B after Amazon Ring chose its voice AI stack over dozens of alternatives for inbound support calls.
Google turns Android into a Gemini intelligence layer
At Android Show, Google framed Gemini Intelligence as a system-level layer that can read screens, move across apps and wait for the user’s final approval.
Judgment Labs Raises $32M to Debug AI Agents
Lightspeed backed Judgment Labs twice in six months as the startup builds a feedback layer for agent failures.
SAP Puts Claude at the Center of Its Autonomous Enterprise Push
SAP is rebuilding around more than 200 agents and 50 assistants as Claude becomes the main reasoning layer for Joule Agents.
Bain Sees a $100B SaaS Opening in Agentic AI
Bain argues that agents will monetize the coordination work that sits between enterprise software systems.
Hermes Agent passes OpenClaw on OpenRouter
Hermes Agent topped OpenRouter's daily activity chart with 224 billion tokens, ending OpenClaw's long run at No. 1 and pointing to a shift in open-source agent adoption.
Qwen turns Taobao into an agent-run shopping flow
Alibaba is wiring Qwen into Taobao and Tmall so the AI agent can search, compare, try on, pay and handle after-sales inside one shopping loop.
DeepMind buys into EVE Online studio Fenris
Google DeepMind is taking a minority stake in the former CCP Games, using EVE Online as an offline test bed for long-horizon AI agents.
Qualcomm's CEO Is Planning for Life After the Smartphone
Cristiano Amon says AI agents, smart glasses and 6G could move the center of computing away from phones by 2027 or 2028.
Writer adds event-triggered agents for enterprise work
Writer adds event-triggered agents for enterprise work. The story explains the announcement, the strategic context and the practical risks for the people or companies affected.
Anthropic Previews Orbit for Claude Cowork
Anthropic's Orbit points Claude toward a proactive work assistant that can brief users on email, code, design changes and meetings before they ask.
Claude Managed Agents adds multi-agent orchestration
Anthropic is giving Claude Managed Agents up to 20 specialized subagents, alongside Outcomes-based grading and enterprise customer examples from Netflix, Harvey, Spiral and Wisedocs.
Google Quietly Shuts Down Project Mariner
Project Mariner, Google DeepMind's browser-operating AI agent, has been taken offline as the agent market moves toward structured tools, files and code.
Cloudflare Cuts 1,100 Jobs as Revenue Jumps 34%
Cloudflare framed a 20% workforce reduction as an AI-first reset, even as first-quarter revenue, free cash flow and margins improved.
OpenAI Reworks Voice Agents With Three Realtime Models
OpenAI adds reasoning speech, live translation, and streaming transcription to the Realtime API, with Zillow and Deutsche Telekom among early users.
Google tests a middle tier between AI Pro and Ultra
Code strings point to an AI Ultra Lite plan and a Remy upgrade for Gemini Agent, hinting that Google wants both finer subscription pricing and a more persistent assistant.
Anthropic Gives Claude Agents a Way to Learn Between Jobs
Anthropic's new Dreaming, Outcomes, and multi-agent orchestration features turn Claude Managed Agents into a tighter loop for memory, evaluation, and task coordination.
NVIDIA and ServiceNow pitch Project Arc as the enterprise agent stack
Project Arc combines NVIDIA's Nemotron 3 models, OpenShell runtime and ServiceNow workflows to make desktop agents auditable for enterprise IT.
Google is turning Gemini into Remy, a round-the-clock digital partner
Internal materials describe Remy as a Gemini agent that can act across apps, use personal context and monitor tasks, while Google warns about mistakes and data exposure.
ServiceNow Pushes AI Agents From Advice to Execution
At Knowledge 2026, ServiceNow framed its new AI Specialists as workflow operators, not assistants, with Microsoft and Nvidia integrations behind the push.
HUMAIN and AWS Turn Saudi Sovereign AI Into an Enterprise Stack
HUMAIN ONE packages agent development, data governance and AWS infrastructure as Saudi Arabia's bid for enterprise AI sovereignty.
DeepInfra Raises $107M as Nvidia Backs Inference Cloud
DeepInfra's Series B signals that independent inference infrastructure for open models and agent workloads is becoming its own layer.
IBM pitches an operating model for enterprise AI agents
At Think 2026, IBM recast watsonx around governing thousands of enterprise agents, data pipelines and sovereign infrastructure.
Blend Turns Mortgage Workflows Into an MCP Server
Blend Autopilot MCP exposes U.S. mortgage-origination systems to AI agents, showing how MCP is moving from tool protocol to industry infrastructure.
Sierra Raises $950M as Its Valuation Hits $15.8B
Bret Taylor’s enterprise AI startup has reached $150 million in ARR and a $15.8 billion valuation, putting the agent orchestration layer back in the spotlight.
OpenAI turns enterprise AI deployment into a PE-backed product
OpenAI's new Deployment Company packages engineers, agents and private-equity distribution into a $10 billion enterprise AI venture with a 17.5% return floor.
Brazil Legal AI Startup Enter Tops $1.2 Billion Valuation
Enter is turning Brazil's mass litigation market into an AI workflow, with Founders Fund leading a $100 million round.
Anthropic brings 10 finance agents to Wall Street
Anthropic is pushing Claude deeper into finance with 10 ready-made agent templates, Microsoft 365 integrations, governed data connectors and named production customers.
Cohere Health targets claim overpayments with agentic AI
Cohere Surface gives US health plans a more transparent way to mine claims data, build payment integrity rules and cut overpayment leakage.
Mistral Workflows brings AI orchestration to enterprise production
Mistral has opened a public preview of Workflows, a Temporal-based orchestration layer for running enterprise AI processes with approvals, retries and customer-controlled data.
Former Twitter CEO Parag Agrawal's Parallel raises $100 million at $2 billion valuation
Parallel Web Systems, founded by Parag Agrawal, is building web infrastructure for AI agents and trying to reshape how open web data is paid for.
Rogo Raises $160 Million to Put Felix Inside Investment Banking
Rogo says its Felix agentic AI platform is now used by 35,000 finance professionals across more than 250 institutions.
Actively Raises $45M to Put AI Agents on Sales Accounts
The New York startup says its always-on agents can monitor accounts, act across sales tools and take over work that once sat with go-to-market teams.
AWS turns Quick into a desktop AI worker
Amazon Quick is moving from business intelligence into a proactive desktop assistant for macOS and Windows, putting AWS directly into the enterprise AI workspace race.
Xiaomi open-sources 1.02T-parameter MiMo V2.5 Pro
Xiaomi open-sources 1.02T-parameter MiMo V2.5 Pro. The story explains the announcement, the strategic context and the practical risks for the people or companies affected.
Avoca builds AI receptionists for plumbers and HVAC firms, hits $1 billion valuation
Avoca, an MIT-founded startup, has raised $125 million in Series B funding at a $1 billion valuation to provide AI-powered front-office systems for the home services industry, including HVAC, plumbing, and roofing.
Microsoft Office Agent Mode Now Generally Available
Microsoft has made Agent Mode generally available in Word, Excel, and PowerPoint, releasing usage data that reveals Excel as the biggest winner with strong retention, while Word shows a ceiling and PowerPoint surprises with user stickiness.
Era says AI hardware is missing a software layer
Era has raised $11 million to build a software platform for AI gadgets, aiming to solve the problem that hardware makers lack software expertise.
Google transforms Vertex AI into an Agent platform
At Google Cloud Next '26, Google renamed Vertex AI to Gemini Enterprise Agent Platform, split its TPU line into training and inference variants, and unveiled the Virgo Network data center architecture, all centered on the agent paradigm.
Anthropic lets 69 employees' AI agents trade with each other, completing 186 deals
Anthropic ran an experiment where 69 employees gave their AI agents $100 gift cards to trade goods, resulting in 186 transactions worth $4,006 and revealing a "quiet inequality" problem.
Google and ServiceNow use MCP to automatically repair 5G network faults
Google Cloud and ServiceNow announced a partnership at Google Cloud Next, combining MCP, A2A, and A2UI protocols to enable autonomous 5G network repair and enterprise AI collaboration.
OpenAI officially launches GPT-5.5
OpenAI has released GPT-5.5, codenamed Spud, just six weeks after GPT-5.4. The new model emphasizes autonomous task execution and agentic capabilities, with pricing that signals a shift from selling chat models to selling an agent runtime for enterprises.
OpenAI turns ChatGPT into a team automation platform, replacing custom GPTs
OpenAI has launched workspace agents, a new feature that replaces custom GPTs and turns ChatGPT from a chatbot into an autonomous team automation platform powered by the Codex model.
Google launches Workspace Intelligence, turning Gmail into an AI agent
At Cloud Next 2026, Google unveiled Workspace Intelligence, a shared semantic layer across Gmail, Docs, Sheets, and more, powered by Gemini to understand your entire work context.
Tencent's QClaw opens international beta, claims 99% of code written by AI
Tencent announced the international beta of QClaw, an AI agent tool for consumers, with 20,000 slots across five markets. The company says the international version was built in five days, with 99% of the code generated by QClaw itself.
Salesforce turns CRM into 60 MCP tools, makes Claude the default brain
Salesforce launched Headless 360 at TDX 2026, converting its entire platform into APIs, MCP tools, and CLI commands for AI agents to call directly without a browser. The core includes 60+ MCP tools and 30+ pre-configured coding skills, with Claude Sonnet 4.5 as the default LLM for the new Agentforce Vibes IDE.
Meta uses employee keystrokes to train AI that controls computers
Meta is recording every keystroke and mouse click from its employees to train an AI agent capable of autonomously controlling computers, raising new questions about data privacy and consent in the workplace.
97% of enterprises deployed AI agents, but only 29% saw returns
A Writer survey of 2,400 people reveals a stark gap between AI agent adoption and real business value, with 79% of companies facing implementation challenges and only 29% reporting substantial organizational returns.
Microsoft is developing an always-on enterprise AI agent
Microsoft has a team working on an enterprise AI agent inspired by OpenClaw, designed to run continuously in the background for Microsoft 365 users. The official announcement is expected at the Microsoft Build conference in June.
AWS brings AI agents into the lab to accelerate drug discovery
Amazon launched Amazon Bio Discovery at its AWS Life Sciences Symposium in mid-April. Memorial Sloan Kettering Cancer Center used the platform to design nearly 300,000 nanobody candidates against a pediatric cancer target in weeks and sent the top 100,000 to wet labs for synthesis and testing.
Grok Computer enters private beta, controls any software by reading pixels
xAI has quietly opened private beta access to Grok Computer for some SuperGrok users. The tool analyzes on-screen video to visually understand and control any application without relying on APIs.
Kimi K2.6 tops HLE open-source leaderboard
Moonshot AI released the full production-grade Kimi K2.6 model, which scored 54.0 on HLE-Full, surpassing closed-source models Claude Opus 4.6 and GPT-5.4. The 1-trillion-parameter MoE model activates only 32B parameters per inference and supports up to 300 parallel sub-agents.
Google Cloud adds MCP, BigQuery and Maps directly feed AI agents
Google has launched official managed MCP servers for BigQuery, Google Maps, Compute Engine, and GKE, with automatic enablement from March 17, 2026. The move brings enterprise-grade security, IAM integration, and audit logging to AI agent tool calling.
Perplexity turns Mac mini into an always-on AI assistant for $200/month
Perplexity has launched Personal Computer for Mac, a local AI agent that can access files, native apps, iMessage, Mail, and Calendar, running 24/7 on a Mac mini.
OpenAI Adds Sandbox to Agent SDK
OpenAI's April 15 update to the Agents SDK introduces a sandbox mechanism that isolates AI agents in a secure computing environment, preventing them from accessing unauthorized files and tools. The update also includes model-native harnesses for long-chain tasks and support for multiple third-party sandbox providers.
Factory raises $150M at $1.5B valuation for enterprise AI coding
Factory has closed a $150 million Series B led by Khosla Ventures, reaching a $1.5 billion valuation, with Morgan Stanley, EY, and Palo Alto Networks already paying customers for its enterprise-grade AI coding agent platform.
Vercel to Go Public: 30% of Apps No Longer Written by Humans
Vercel CEO Guillermo Rauch says the company is IPO-ready, citing 240% ARR growth in two years and revealing that 30% of applications on its platform are now generated and deployed by AI agents.
Bret Taylor says the era of clicking buttons is over, Sierra hits $10B valuation
Sierra, the enterprise AI agent startup co-founded by Bret Taylor, has reached $100M in annual revenue and a $10B valuation in under two years. Its new Ghostwriter platform lets businesses create and deploy operational AI agents using natural language, moving beyond FAQ bots to handle tasks like billing, order changes, and refunds.
Nvidia GTC 2026: 17 Enterprise Giants Join Forces on AI Agent Platform
At GTC 2026, Nvidia launched the Agent Toolkit, an open-source framework for building autonomous AI agents, with 17 major enterprise software companies including Adobe, Salesforce, and SAP adopting the platform.
Cursor 3.0 Redefines the IDE as an Agent Manager
Cursor 3.0 introduces a new Agents Window for parallel task execution, a Design Mode for visual UI targeting, and built-in /worktree sandbox support, shifting the developer's role from executor to orchestrator.
Atlassian Packs Three AI Agents Into Confluence
Atlassian has integrated Lovable, Replit, and Gamma as third-party AI agents in Confluence, allowing users to turn documents into UI prototypes, code projects, or presentations without leaving the platform.
Grok 4.20 slashes hallucination rate from 12% to 4.2% using multi-agent debate
xAI's Grok 4.20 runs four specialized agents on a single 3-trillion-parameter MoE backbone, cutting hallucinations by 65% while achieving 220.5 tokens/sec and a 2-million-token context window.
Alibaba Launches Qwen3.6-Plus, Shifting to AI Execution Layer for Enterprise Agents
Alibaba releases Qwen3.6-Plus, a model optimized for enterprise AI agent scenarios with code-level engineering, visual-to-code capabilities, and long-horizon planning, prioritizing production-ready execution over general-purpose competition.
Salesforce Hits $800M ARR With AI Agent in One Year
Salesforce's Agentforce reached $800 million in annual recurring revenue, with 29,000 enterprise customers and 2.4 billion agentic work units processed. The milestone signals a structural shift in SaaS pricing and enterprise AI adoption.
Japan's Labor Shortage Makes Robots the Main Stage for Physical AI
Japan is deploying physical AI at scale, driven by a severe labor shortage rather than a love of technology. The country faces a shrinking workforce, with robots now working in warehouses, construction sites, farms, and convenience stores.
MCP Handles Tool Calls, A2A Manages Agent Collaboration
MCP and A2A are often confused as competing protocols, but they solve fundamentally different problems in the AI stack. MCP connects AI models to external tools, while A2A enables collaboration between different AI agents.
MCP Summit Draws 1,200 Attendees as Protocol Enters the Enterprise
The first major MCP developer summit in New York saw 1,200 attendees and over 95 sessions, with real-world deployments from Uber and Amazon signaling the protocol's shift from a developer toy to enterprise infrastructure.
Perplexity drops search for Computer, monthly revenue up 50%
Perplexity has shifted from a search engine to selling an orchestration product called Computer that automates multi-step workflows, driving annualized revenue to $450 million in March 2026, up 50% month-over-month.
Security Flaws Emerge as Thousands of MCP Servers Go Live
Over 10,000 public MCP servers are now online, but security researchers have uncovered widespread vulnerabilities including tool poisoning, resource amplification, and remote code execution affecting major AI clients.
Anthropic launches Claude Managed Agents to run AI agents for enterprises
Anthropic's new cloud service handles infrastructure, scaling, and error recovery for AI agents, letting companies focus on defining tasks. Early customers include Notion, Rakuten, and Asana.
Anthropic: Most AI Agent Tasks End in 45 Seconds
Anthropic analyzed millions of real interactions with Claude Code and its API, finding that the median AI agent session lasts just 45 seconds. However, the longest sessions are doubling in length every three months, and the study introduces the concept of "deployment overhang."
2026 AI Agent Ecosystem Panorama
In 2026, the once-vague concept of AI agents has solidified into concrete products and toolchains, with major players like Microsoft, GitHub, Anthropic, and OpenAI driving a shift from chatbots to task-completing agents.
GitHub Copilot expands to CLI and agents
GitHub Copilot has evolved from a code completion tool into an agent that can handle entire development workflows, now extending to the command line and multi-step agent tasks across VS Code and JetBrains.
Open-Source AI Agent Framework OpenClaw Goes Viral
The open-source AI agent framework OpenClaw has surged from a niche project to the top of GitHub Trending in under two weeks, driven by MCP protocol adoption and strong developer feedback.
Anthropic bans OpenClaw from Claude subscriptions
Anthropic has blocked Claude Pro and Max subscribers from using third-party agent frameworks like OpenClaw under fixed monthly fees, switching them to pay-as-you-go pricing. The move has sparked backlash among heavy users, with costs rising 10 to 50 times for some developers.
Microsoft Copilot Wave 3 introduces multi-model support and Agent 365
Microsoft's third wave of Copilot updates shifts from an assistant tool to autonomous agents, with multi-model support including OpenAI and Anthropic's Claude, and a new centralized management plane for enterprise AI agents.
Molili launches a low-code AI agent platform to lower the barrier
Molili positions itself as a low-code development platform for AI agents, enabling users with limited coding skills to build their own agents through visual drag-and-drop tools.
Tencent embeds AI agent QClaw into WeChat ecosystem
Tencent's QClaw is an AI agent embedded within WeChat, accessible via mini-programs and official accounts, leveraging WeChat's billion-user base for scheduling, summarization, and task automation.
Kimi K2.5 Breaks Down Complex Tasks With 100 Agents
Moonshot AI's Kimi K2.5 introduces native multimodal understanding and an Agent Swarm feature that splits complex tasks into parallel sub-tasks handled by multiple agents, significantly boosting speed.
GitHub Copilot upgraded to autonomous coding agent
GitHub Copilot can now act as an independent agent, automatically reading code, planning changes, and pushing draft PRs. It is available to all paid Copilot users.