auditability

Generative AI assistants such as Microsoft Copilot can accelerate data analysis — but only when the person using them understands the code they produce, checks the results, and controls the data fed into the system; used blindly, they’re a fast path to plausible-looking but flawed numbers...

Accordance’s public launch this week signals a new phase in AI for tax and accounting: the startup bills itself as an “AI brain” that bundles specialized regulatory knowledge, a multi‑agent reasoning system, and integrations designed for professional workflows — all backed by a recent $13...

Ralph Lauren has put a chatbot in the business of taste: Ask Ralph, an in‑app stylist built with Microsoft’s Azure OpenAI, is now rolling out to U.S. app users and promising shoppable, head‑to‑toe looks that translate decades of archive imagery into instant styling advice. The launch is a clear...

Microsoft’s latest Copilot Studio updates push AI deeper into the everyday mechanics of business by letting agents make routine approval decisions inside multistage workflows — automating rule-driven steps while keeping humans in the loop for exceptions and final sign‑off. Background / Overview...

Google’s Chrome is quietly treating copy-and-paste as a first‑class privacy risk: Canary builds now show Safety Check automatically removing clipboard permissions from sites you haven’t visited recently, surface a clear “Removed permissions for [x] sites” notice in the menu, and give users a...

Satya Nadella’s short public playbook — five repeatable prompts he says he uses inside Microsoft 365 Copilot — has done more than offer productivity tips; it has shown, in blunt practice, how an enterprise copilot can change the mechanics of leadership, reduce busywork and compress decision...

Satya Nadella’s public showcase of five Copilot prompts crystallizes a new moment in executive work: AI is not just a drafting tool anymore but a context-aware, predictive chief of staff that reasons across calendars, emails, chats and documents to surface priorities, probabilities and prep for...

Satya Nadella has publicly shown how he uses five short, repeatable ChatGPT-style prompts inside Microsoft Copilot to “supercharge” his executive workflow — calling Copilot “a new layer of intelligence spanning all my apps” and framing the assistant less as a drafting tool and more as a...

Microsoft’s Copilot agent governance has slid into the spotlight after multiple, independent reports found that tenant-level policies intended to prevent user access to AI agents were not reliably enforced — a misconfiguration and control-plane gap that left some Copilot Agents discoverable or...

Microsoft has quietly folded generative AI into Excel’s calculation engine with a native worksheet function — =COPILOT(... — that accepts plain‑language prompts, reads cell ranges as context, and returns live, spillable outputs directly into the spreadsheet grid. Early previews show it can...

I had been ignoring Power Query for years, treating Excel like a calculator with a few handy formulas—until a messy, cross‑vendor CSV pile forced me to learn the tool everyone always brags about. What started as a tedious weekend of copy‑pasting and find‑and‑replace turned into a few well‑chosen...

Microsoft’s Copilot is delivering real productivity gains across Word, Teams, Outlook and other Microsoft 365 surfaces — but a recent disclosure shows those gains can come at the cost of auditability: under certain prompting patterns Copilot has produced user-visible summaries and actions...

Excel’s new COPILOT function hands everyday spreadsheet users an AI-powered microscope and a blunt instrument at the same time: it can summarize, classify, extract, and generate structured outputs from free-text or tabular data with a single cell formula, but it also introduces new operational...

Microsoft has put a generative AI assistant where most knowledge workers spend the bulk of their time: directly into Excel’s grid with a new COPILOT function that lets Microsoft 365 Copilot run natural-language prompts inside individual cells and return multi-cell arrays, categories, summaries...

Microsoft’s August 2025 hotfixes for Skype for Business Server introduce a security-first change that will force organizations with hybrid deployments to act quickly: a new, customer-managed Dedicated Hybrid Application model replaces the long-standing Microsoft-managed shared service principal...

The case for treating ethical AI governance and human-centric design as core investment themes has moved from niche moral argument to clear strategic imperative, and the market is responding with capital, products, and policy. Recent industry forecasts and regulatory shifts show a rapidly...

The Case for Personality‑Free AI A practical, ethical, and technical argument for keeping our assistants professional — and how to design AI that helps without pretending to be human By WindowsForum.com contributor — August 15, 2025 Summary: As AI moves from isolated tools into always‑on...

CPS’s pitch — that outcome-focused AI agents built on Microsoft Copilot can shrink paperwork, speed investigations and put more officers back on the street — arrives at a moment when policing is hungry for tangible efficiency gains and painfully wary of unproven AI experiments. The company will...

Fundamental Research Labs’ new product, Shortcut, has forced a familiar office question into the open: if spreadsheets can be written, audited, and modeled by agentic AI from a single natural-language prompt, does anybody still need to open Excel every day? Background Fundamental Research Labs...

AI tools that once produced short clips or basic explainer reels are now capable of assembling entire long-form videos from structured, machine-readable prompts — and a new crop of free tools that accept detailed JSON prompts is making that capability far more accessible to creators, marketers...