llms

Microsoft Research’s new large-scale study reframes a simple but powerful idea: when LLMs work over graph-structured data, how they are allowed to act matters at least as much as what prompts you feed them. Background Graph-structured data underpins many modern productivity and enterprise...

A controlled classroom experiment from Cambridge University Press & Assessment and Microsoft Research confirms a clear — and reassuring — headline for teachers and technologists alike: handwritten note‑taking produces stronger three‑day retention and comprehension than relying on a large...

A randomized classroom experiment by Cambridge University Press & Assessment and Microsoft Research confirms a simple but crucial point for educators: traditional note‑taking still outperforms using a large language model (LLM) alone for long‑term comprehension and memory, while LLMs can be a...

Self‑hosting a ChatGPT‑style assistant on a Windows PC is no longer an arcane hobby project — a growing toolchain (LM Studio, Ollama and a raft of open‑weight models) makes local LLMs practical for power users, hobbyists, and small teams who want control, privacy, and lower ongoing costs than...

Nebius’ Token Factory arrives as a bold gambit in the intensifying AI cloud race, promising enterprises an end-to-end platform to run and govern open-source and custom large language models (LLMs) at production scale while directly challenging industry giants such as Microsoft Azure, Amazon Web...

Quisitive’s new Airo workspace aims to solve one of enterprise AI’s most stubborn problems: too many pilots and too few production deployments. Announced October 16, 2025, Airo is offered as a governed, tenant‑deployed AI workspace built on Microsoft Azure and bundled into Quisitive’s Managed AI...

ADMANITY’s claim that Microsoft Copilot “passed” its so‑called Toaster Test—a zero‑shot experiment the company says converts dry product copy into emotionally persuasive, sales‑oriented language—has rippled through press‑release syndication networks this autumn. The story is simple on its face...

Anthropic’s latest public dataset and a fresh wave of industry reporting make one thing uncomfortably clear: artificial intelligence is not drifting into the mainstream — it’s charging in, and its adoption pattern is already reshaping who benefits and who lags behind. The company’s September 15...

Microsoft’s Copilot produced a full Week 3 slate of NFL score predictions for USA TODAY — a tidy, repeatable experiment that reveals as much about modern large language models as it does about football forecasting. Background / Overview USA TODAY ran a simple, repeatable workflow: prompt...

The image of a senior Xbox producer advising laid-off colleagues to “lean on AI” for emotional support crystallized a moment that many in tech already felt: the tools companies are using to reshape work are now being pitched as a balm for the wounds they helped inflict. Within hours of a...

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...

When a headline promises a human-centred revolution — "Reimagining the Human Element: How Sarala Nishank Pathi Is Revolutionizing HR with AI and Cloud Intelligence" — readers expect a clear trail of evidence: projects, customers, timelines, technical details and measurable outcomes. The original...

Ollama running on Windows 11 is a near-effortless way to host local large language models, and for most users the native Windows app is the fastest path from download to chat — but for developers, researchers, and GPU tinkerers, installing the Linux build inside WSL (Windows Subsystem for Linux)...

FreeBSD’s core team has decided to take a cautious, deliberate path on generative AI: investigate and codify limits rather than open the gates to LLM‑authored commits, and in doing so it has joined a short but growing list of major open‑source projects that are treating AI‑generated code as a...

Hotels face a crossroads: artificial intelligence promises smarter personalization and leaner operations, but when guest names, preferences or booking histories are casually copy-pasted into public chatbots the consequences can be legal, financial and reputational — as Amsterdam-based middleware...

Microsoft’s latest component update for Copilot+ PCs quietly advances the on‑device AI stack: KB5066127 raises the Phi Silica local language model on AMD‑powered systems to version 1.2508.906.0, delivered automatically through Windows Update and gated by the latest Windows 11, version 24H2...

Microsoft has begun public testing of MAI‑1‑preview, a new in‑house large language model from Microsoft AI (MAI) that the company says will be trialed inside Copilot and evaluated publicly on LMArena — a move that signals an accelerated push to reduce reliance on OpenAI while building...

Microsoft’s rollout of ND H200 v5 instances for Azure Machine Learning is a substantial, full‑stack upgrade that pairs Microsoft’s cloud orchestration with NVIDIA’s newest H200 Tensor Core GPUs to give teams a rare combination of massive on‑GPU memory, dense compute, and high‑bandwidth...

A recent hands‑on experiment that tried to replace Microsoft Copilot’s web‑page summarization with a fully local stack — Ollama running local models and the Page Assist browser sidebar — ended with a clear, practical verdict: Copilot still delivers the faster, more polished experience for...

ChatGPT is not a Microsoft product — it was created and is operated by OpenAI — but the relationship between the two companies is deep, strategic, and increasingly intertwined, which explains why ChatGPT often feels like a Microsoft feature inside Windows, Edge, Bing, and Microsoft 365. tl agent...