human in the loop

Cisco’s push to bring AI and human expertise directly into the product experience is no longer theoretical — it’s running in customers’ environments and, by the company’s account, changing how support works at scale. In a recent AI Agent & Copilot Podcast interview, Cisco principal engineer Nik...

Apple’s new research paper and accompanying experiments make a clear, provocative claim: when it comes to designing software interfaces, machines learn best not by ingesting more screenshots but by learning the language of design directly from the people who practice it. The company’s...

Microsoft’s new retail blueprint lands at a moment of acute opportunity and risk: the company has published a detailed playbook that pairs a broad market forecast for “agentic commerce” with out-of-the-box agent templates for product discovery, catalog enrichment, and store operations — and it...

Satya Nadella opened 2026 with a short, strategic essay that reframes a headline debate about generative AI into a product-and-policy agenda: stop arguing over whether outputs are “slop” and instead build systems that treat AI as a cognitive amplifier—a tool to reliably extend human thinking and...

Samsung has quietly moved one of its best‑kept mobile software secrets onto the desktop: the company has opened a limited beta of Samsung Internet for PC, bringing the mobile browser's privacy tooling, cross‑device sync and Galaxy AI helpers to Windows 11 and Windows 10 PCs in an initial...

For the first time this NFL season, Microsoft Copilot’s Week 5 run of picks came up short — and USA TODAY’s experiment with the AI chatbot now turns a brighter spotlight on what happens when large language models chase live, fast-moving sports news. Copilot finished Week 5 with a 5-9 straight-up...

Cabonne Council’s draft guidelines for generative AI mark a cautious, pragmatic step: allow staff to use tools such as ChatGPT, Microsoft Copilot and Google Gemini for productivity gains — but only with human sign-off, disclosure and strict privacy controls in place. Background Local governments...

Starting this fall, the U.S. House of Representatives will begin a controlled pilot giving thousands of House staffers access to Microsoft Copilot — a marked reversal from a 2024 prohibition — as leadership frames the move as a pragmatic modernization push that must be matched by strict...

The House of Representatives has quietly moved from prohibition to adoption: according to an Axios briefing shared with reporters, the House will begin rolling out Microsoft Copilot for members and staff as part of a broader push to modernize the chamber and integrate artificial intelligence...

The U.S. House of Representatives is shifting from caution to experimentation: members and their staff will be offered access to Microsoft Copilot this fall as part of a staged modernization push introduced at the Congressional Hackathon, with officials saying the deployment will include...

Microsoft, Nvidia and Google now sit at the center of the agentic AI conversation — and if your organization is planning to deploy autonomous, task‑completing agents at scale, you will almost certainly be doing business with one or more of them. Background / Overview Agentic AI describes systems...

Law firms are racing to adopt artificial intelligence tools—but the move from pilot projects and individual experimentation to firm‑wide, governed production deployments remains the exception rather than the rule, driven less by model capability than by the legal profession’s special duties...

Law firms have embraced artificial intelligence enthusiastically, moving from curiosity and pilots into widespread experimentation—but the leap from scattered use to fully governed, firm‑wide deployment remains rare, constrained not by model ingenuity but by the legal profession’s obligations...

Law firms are experimenting with artificial intelligence at a rapid clip, but according to recent reporting and industry surveys, widespread, fully governed production deployments remain the exception rather than the rule—a reality shaped less by technical immaturity than by ethical, regulatory...

BlinkOps’ announced integration with Microsoft Sentinel brings a new class of agentic security automation into the Azure ecosystem — available today through the Azure Marketplace and supported by prebuilt content in the Sentinel Content Hub — and that combination has immediate operational...

In a deliberately fictional exercise staged by IPAA ACT, a cabinet decision to replace frontline public servants with AI agents culminates in spectacle and sharp lessons: procurement defaults to a dominant vendor, automated casework produces unexpected harms for vulnerable communities, and an...

Waitaki District Council’s cautious, staff-first rollout of generative AI shows how a small public body can harness large language models for practical gains—while keeping human judgment, privacy safeguards and governance firmly in the driver’s seat. The council’s chief digital officer, Teresa...

Microsoft’s quiet pivot to make artificial intelligence a native, operational layer inside Dynamics 365 marks a decisive shift: AI is no longer an optional add-on but a set of embedded capabilities designed to activate business outcomes, and the success of that activation now hinges as much on...

The Town of Gray is quietly turning a policy conversation into practical public service: after adopting guidelines for generative AI this summer, the town’s communications and IT director has begun using Microsoft Copilot to produce faster, more accessible meeting recaps, is hosting public...

When the first “employee” of a startup is an AI agent, everything that founders, investors, and HR teams thought they knew about building organizations is suddenly negotiable — from who gets hired and why, to how decisions are made, who owns accountability, and what leadership looks like in...