agentic AI - Page 23

On 8 October 2026 ServiceNow said the City of Raleigh cut IT service desk costs by 66% with AI agents, and TCS reported "Annualized AI Revenue at US$ 3.1 billion". Both are company or customer claims. Here is what each one measures, and what it leaves out.

Reuters sources say OpenAI is racing to raise about $30bn before Anthropic's mid-November IPO, at a valuation that could top $1.4tn. Nothing is agreed.

A preprint from EPFL researchers, listed on Apple's research site, finds a single minimal coding-agent session matched or beat elaborate machine-learning agent systems in its tests. Pasqal releases skills that let coding agents prepare quantum experiments, and Microsoft makes 30 Dynamics 365 CRM skills generally available, with Autopilot still in private preview.

Google Cloud's Gemini agent, in private preview, takes on whole tasks and can get its own Workspace email and calendar. Coworker pricing is not yet set.

A critical Langflow flaw let MCP server settings run any command. Researchers say GitHub's Copilot CLI followed encrypted instructions that it refused in plain text; GitHub says that is not a vulnerability. Meanwhile Atlassian has split its 220+ agent tools into read, write and destructive tiers, and OpenAI has made Codex Auto-review free. What each one confirms.

A hijacked release of the tensorlake npm package stole tokens and AI-tool config files, and booby-trapped the stolen GitHub token so that revoking it wipes the victim's home folder. The same week, GitHub made local sandboxing for Copilot generally available, Bitdefender released a free agent guard for macOS, and Citadel AI opened early access to agent monitoring. LangChain and past.dev shipped agent tooling with access controls built in. What each one confirms.

Open weights, serving runtimes and agents now fit together. Why open-source AI adoption is compressing from years of glue work to months.

An MCP server turns "deploy nginx for a month" into a signed, paid app on Flux, without an account. The catch is the keys, and an underpayment...

88% of organizations use AI. But only 7% have achieved true enterprise-wide scale. Here is why the headline number is misleading.

GPT-5.5: The Smart Play for AI Cost Efficiency in 2026The AI industry is hitting a wall that nobody budgeted for. Inference costs — the price of actually...