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Real world intelligence.
Plain and simple.

Sarah Drummond

Sarah Drummond covers artificial intelligence and emerging technology. She writes about AI tools, model developments, and what the latest advances mean for businesses and consumers in the UK.

Workplace editing desk with notes and keyboard, illustrating practical AI draft review before sending
AI at Work

3 Edits That Stop AI Word Salad Before You Send It

You open a draft from your AI assistant. It reads smoothly. It sounds confident. And yet, after three paragraphs, you…

JUL 5, 2026
AI golden set testing checklist workspace with evaluation prompts, scoring notes and drift checks for Cristoniq readers
AI Explained

4 Checks to Build an AI Golden Set That Catches Drift

An AI golden set is a small, fixed collection of representative prompts, expected outcomes and scoring rules that you rerun…

JUL 5, 2026
Robotic and human hands interacting with a digital AI interface, illustrating AI agents, safeguards and crawler rules for Cristoniq readers
AI Daily

3 July 2026: AI agents, safeguards and crawler rules (PM)

AI Daily explains agent safeguards, benchmark-compute warnings, Copilot reporting, Cloudflare crawler rules and SageMaker reinforcement learning.

JUL 4, 2026
a computer circuit board with a brain on it
News

2 July 2026: AI platforms, public-sector deals and agents (AM)

AI Daily explains today’s AI platforms, productivity claims, public-sector deals and agent infrastructure in practical plain English for readers.

JUL 2, 2026
a computer circuit board with a brain on it
AI Daily

1 July 2026: AI platforms, public-sector deals and agents (PM)

AI Daily explains today’s AI platforms, productivity claims, public-sector deals and agent infrastructure in practical plain English for readers.

JUL 1, 2026
AI briefing checklist on a desk beside a laptop and workplace notes
AI at Work

The 5 Minute AI Brief: Get a Useful First Draft

An AI brief helps teams get a better first draft with less oversharing. Learn the six parts, review checks and…

JUL 1, 2026
AI model updates shown through changing prompts, tools and response checks on a laptop screen
AI Explained

Why your AI tool gives different answers after an update

AI model updates can change answers overnight. Learn which layers move, why behaviour shifts and how to test updates before…

JUL 1, 2026
a computer circuit board with a brain on it
AI Daily

30 June 2026: AI platforms, public-sector deals and agents (PM)

AI Daily explains today’s AI platforms, public-sector deals, productivity claims and agent infrastructure with source-backed reader context.

JUN 30, 2026
Google agent workflow announcement image
AI Daily

29 June 2026: Google pushes AI closer to real work

AI Daily covers Google's new Interactions API, Gemini image tools, OpenAI's EU jobs map and Omen AI's data-centre monitoring push…

JUN 29, 2026
AI verification dashboard with access controls and human review states
AI Daily

29 June 2026: AI starts handling repair work (AM)

AI Daily covers AI-assisted repair work, HP's OpenAI push, web agents and coding-agent memory tools, with practical context for UK…

JUN 29, 2026