All news with #agentic ai tag

🤖 A new laboratory experiment examines how humans respond when pitted against LLMs in a multi-player p-beauty contest versus other humans. Using a within-subject, monetarily-incentivised design, the study finds participants choose significantly lower numbers when playing against LLMs, with a marked increase in selections of the zero Nash-equilibrium. The effect concentrates among participants with strong strategic-reasoning ability, who report perceived AI reasoning and an unexpected expectation of cooperation as motivating factors.

✉️ Cloudflare has opened Email Sending to public beta, enabling applications and agents to send transactional email directly from Workers or via REST and SDKs. The service pairs with Email Routing to provide full bidirectional workflows—receive, process, persist, and reply—without external infrastructure. Built-in deliverability features (SPF, DKIM, DMARC) and global delivery on Cloudflare’s network simplify operations. Tooling additions include a Workers binding, MCP server, Wrangler CLI commands, a Cloudflare Email skill, and an open-source Agentic Inbox reference app.

🟢 Claude Opus 4.7 is now generally available on Vertex AI, delivering improved problem solving, instruction following, and expanded vision and long-memory capabilities. The release boosts accuracy on high-resolution documents and charts and enhances performance in coding and agentic workflows. Paired with Vertex AI’s infrastructure, you can scale agents, leverage low latency and provisioned throughput, and apply unified security controls and Model Armor. Access is available on Vertex AI and via Google Cloud Marketplace with sample notebooks and pricing guidance.

🤖 Agent Lee is an in-dashboard AI assistant that understands your Cloudflare account and can troubleshoot, visualize, and modify resources on demand. Built on Cloudflare primitives like Workers, Durable Objects, and the Agents SDK, it uses a TypeScript Codemode to generate server-side calls that run through a sandboxed MCP proxy. Write operations require explicit user approval via an elicitation gate, and the beta — serving ~18,000 daily users and ~250k tool calls per day — is available now.

🔎 Cloudflare has renamed Browser Rendering to Browser Run and expanded it into a remote browser platform tailored for AI agents. It runs full Chrome sessions across Cloudflare’s global network and can be driven by code or AI using Puppeteer, Playwright, Quick Actions, direct CDP access, or MCP/WebMCP. New features include Live View for real-time inspection, Human-in-the-Loop handoffs for operator intervention, a CDP endpoint for low-level automation, and Session Recordings for replay and debugging. The service raises concurrency and Quick Actions limits and is available on Workers Free and Paid plans.

🧠 Project Think is Cloudflare’s next-generation Agents SDK, introducing primitives and an opinionated base class to build long-running, serverless AI agents. It combines durable execution with fibers, isolated sub-agents (Facets) backed by per-agent SQLite, persistent tree-structured sessions, and sandboxed code execution via Dynamic Workers and @cloudflare/codemode. The Think base class wires workspace, toolchains, resumable streams, and extensions together so developers can deploy resumable, auditable agents that cost nothing when idle.

🚀 Cloudflare today launched the Registrar API in beta, enabling programmatic domain search, availability checks, and direct registration. Designed for editors, CI pipelines, and agent-driven workflows, the API exposes a simple Search → Check → Register flow that agents can use to suggest names, confirm pricing, and complete purchases using account defaults. Registrations are offered at-cost, with WHOIS privacy enabled by default and explicit fee acknowledgement required for premium domains.

🔊 Cloudflare released an experimental voice pipeline for the Agents SDK via the @cloudflare/voice package, enabling real-time voice input and output on the same agent architecture developers already use. The extension preserves the same Durable Object instance, Agent class, tooling, and SQLite-backed persistence while adding withVoice, withVoiceInput, React hooks, a framework-agnostic VoiceClient, and built-in Workers AI STT/TTS providers to get started without external API keys. Audio streams over the existing WebSocket, uses continuous STT for turn detection, and streams sentence-chunked TTS to improve time-to-first-audio, while offering hooks, provider adapters, telephony options, and support for multimodal text/voice interactions.

🚀 Cloudflare upgraded Workflows with V2, a rearchitected control plane to meet machine-speed, agent-driven workloads. The update raises defaults to 50,000 concurrent instances, 300 instances/sec per account, and 2,000,000 queued instances per workflow, and introduces horizontally scalable components SousChef and Gatekeeper to distribute metadata and concurrency slots. The redesign preserves reliability via Engine-driven instance state, Durable Object alarms, and a staged, zero‑downtime migration that converted legacy Account Durable Objects into SousChefs.

🔒 AI adoption is now a boardroom expectation, and Pentera’s AI Security and Exposure Report 2026 reports that every CISO surveyed already uses AI across their organizations. The piece argues that fully agentic systems, while powerful and adaptive, introduce probabilistic variability that undermines repeatable, measurable security validation. A hybrid approach—deterministic orchestration for consistent attack chains combined with AI for adaptive payloads and environmental interpretation—provides guardrails while preserving realism. This anchoring enables reliable retesting and continuous exposure validation without sacrificing contextual intelligence.

🚀 AWS Transform is now accessible from within Kiro and Visual Studio Code via an AWS Transform Power and an extension, enabling developers to start, run, and monitor agentic migration and modernization jobs directly from their IDEs. The platform offers custom transformations and AWS-managed playbooks for common upgrades — language version bumps and SDK migrations — and supports running agents across thousands of repositories. Job state and context are synchronized across the web console, CLI, and IDEs, and AWS Transform custom is currently available in US East (N. Virginia) and Europe (Frankfurt).

🤖 AI has moved from experimentation into production in security operations, creating a strategic operating-model choice for CISOs: layer AI onto existing workflows or rebuild processes around it. Defenders briefly hold a Cyber AI Parity Window, but advantage favors teams that adopt multi-agent architectures, embed deep contextual integration and measure outcomes in production. Leaders must demand transparency, reliability and workflow redesign to elevate analysts into oversight and strategy roles.

🚀 Amazon SageMaker JumpStart now includes NVIDIA’s Nemotron-3-Super-120B and the Qwen3.5 family (9B and 27B), giving customers turnkey access to foundation models optimized for agentic reasoning, multilingual coding, and advanced instruction following. Nemotron-3-Super-120B employs a hybrid LatentMixture-of-Experts architecture with Mamba-2 and MoE layers to support collaborative agents and high-volume automation such as IT ticket triage and cybersecurity workflows. The Qwen3.5-9B prioritizes efficiency for resource-constrained environments, while Qwen3.5-27B offers deeper contextual and multimodal reasoning for large-scale document processing and complex scenarios. Users can deploy these models directly from the JumpStart catalog or programmatically via the SageMaker Python SDK.

⚠️A new Cloud Security Alliance (CSA) briefing warns that Anthropic's Claude Mythos (Preview) marks a structural shift in cybersecurity. The model can autonomously discover and exploit thousands of vulnerabilities and orchestrate attacks at speeds that compress discovery-to-weaponization from weeks to hours. The paper — informed by leading security figures — says Mythos is not an outlier and urges CISOs to build Mythos-ready programs, harden fundamentals, and elevate the issue to the board.

🧩 Durable Object Facets let you instantiate dynamic Durable Object classes inside a supervisor Durable Object, giving each AI-generated app its own isolated SQLite-backed storage. Using the Dynamic Worker Loader API, a supervisor loads agent code, instantiates the exported DurableObject class as a facet via this.ctx.facets.get(...), and forwards requests while retaining logging, quotas, and billing controls. Facets enable near-zero-latency local storage and safe multi-tenant application patterns.

🧰 Cloudflare has declared Sandboxes and Cloudflare Containers generally available, delivering persistent, isolated development environments tailored for AI agents and human developers. Key additions include secure credential injection via an egress proxy, PTY-backed WebSocket terminals, persistent Python/JavaScript/TypeScript interpreters, filesystem event streams, background dev servers with public preview URLs, and fast disk-state snapshots. Higher instance limits and Active CPU Pricing reduce cost and improve scalability; the SDK is at version 0.8.9.

🔍 Detection tooling has pushed MTTD toward zero for known techniques, but real risk now lives in the post-alert investigation gap. Alerts still require analysts to assemble context across multiple tools, queue work, and perform 20–40 minute investigations — timelines attackers now exploit in seconds or minutes. Agentic AI can collapse that window by investigating every alert, correlating evidence, and producing defensible determinations in minutes. Prophet Security positions AI-driven investigation as the lever that shifts SOC reporting from throughput to actual security outcomes.

🔔 Cloudflare is launching Agents Week to announce platform work aimed at scaling one-to-one AI agents across the Internet. The post argues that traditional container-based cloud models don't map well to ephemeral, per-user agents and highlights Workers and lightweight isolates as efficient primitives alongside GA container sandboxes and improved browser rendering. It also stresses integrating security, identity, payment, and open standards like MCP to make agents practical and sustainable.

🤖 SAP Concur and Google Cloud modernized expense automation by upgrading ExpenseIt from OCR-first processing to an agentic AI workflow that reasons about missing data. The system combines a deterministic text-extraction core with a Gemini-powered Receipt Analysis Agent that triggers only for ambiguous receipts. Using routing, contextual reasoning, and tool access to travel and calendar data, the agent infers missing fields and completes entries, reducing manual corrections and speeding expense submission.

🧭 This article explains why agentic workflows need near-100% accuracy when they query enterprise databases and how comprehensive context engineering can deliver it. It introduces QueryData as a tool that combines three context pillars—Schema Ontology, Query Blueprints, and Value Searches—to guide LLMs toward correct, auditable SQL. A real-estate tenant onboarding example illustrates the risk of compounding errors, and the post recommends templates, facets, and database-aware value lookups to ensure both accuracy and explainability for human-in-the-loop verification.