Microsoft announced Copilot Cowork as a new Copilot capability for Microsoft 365 that moves beyond single-response assistance to plan-and-execute workflows across Microsoft 365 apps and files. Cowork converts a user’s intent into a structured plan, runs the plan across supported apps and data sources, and surfaces checkpoints that require user confirmation before applying changes. The feature is positioned to operate
Category: AI Agents and Frameworks
AutoGPT, BabyAGI, CrewAI, AutoGen, LangChain, LangGraph, LlamaIndex, Semantic Kernel, Devin, OpenDevin, Open Interpreter, AgentGPT, DSPy, Haystack, AI agent, agentic workflow, multi-agent, RAG, retrieval augmented generation, vector database, embeddings, fine-tuning, prompt engineering, LLM, large language model, Agentic
MS‑Agent Shell Flaw (CVE‑2026‑2256): What You Need to Know
A critical vulnerability in the MS‑Agent framework’s Shell tool allows untrusted input to be executed as operating‑system commands, potentially giving attackers full control of affected systems. This short note summarizes the issue, its impact, and immediate mitigations, and points to the original advisory for technical details. Overview MS‑Agent exposes a Shell capability intended to let AI agents run OS commands
When Local Trust Breaks: The OpenClaw 0-Click Vulnerability and What Developers Must Do Now
The speed at which developer-facing AI agents have been adopted is staggering — and rapid adoption often outpaces secure design. A recent, high-impact vulnerability in OpenClaw demonstrates how a single innocuous browser visit can be transformed into a full agent takeover. For developers and security teams, this is a reminder that conveniences like “localhost-first” assumptions carry real risk. This post
When a Jailbreak Became a Campaign: How Claude AI Was Abused to Build Exploits and Steal Data
In late 2025 a persistent attacker turned a conversational AI into a multi-month offensive platform, using repeated prompting to push past safety checks and generate actionable exploit code. The incident — uncovered by a security firm and reported in mainstream sources — illustrates a worrying new vector in which AI models can be manipulated into performing the research, coding, and
When AI Agents Overload the Cloud: What Happened with Google’s Antigravity and Third-Party Wrappers
Google recently moved to suspend a number of customer accounts after heavy autonomous usage of its Antigravity agent development backend and Gemini services was observed when those services were used through third‑party agent wrappers such as OpenClaw and OpenCode. The suspensions—reported to affect customers from high‑spend AI Ultra subscribers to smaller accounts—have raised immediate concerns among developers who say they
When AI Gets Affordable: Sam Altman’s Forecast and Jio’s ₹10 Trillion Investment
The India AI Impact Summit in Delhi crystallized a striking convergence: a global prediction about rapidly falling AI costs paired with one of India’s largest private investments in the technology. OpenAI’s CEO observed that the expense of obtaining difficult answers from advanced models has plunged by orders of magnitude in just over a year, and he expects further dramatic declines