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Real world intelligence.
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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.

Consumer AI services control panel with workflow automation, consent controls and usage limits
AI Daily

19 June 2026: Consumer AI becomes the PM test

Reliance AI services, ChatGPT spend controls, Dotmo video costs and dating app AI show where everyday AI is becoming measurable…

JUN 19, 2026
Cristoniq fallback image for AI Explained: team explaining an AI workflow on a large office display
AI at Work

When to Disclose AI Use at Work

AI disclosure at work does not need drama. The real test is whether AI materially shaped the work, the trust…

JUN 19, 2026
AI red teamers reviewing prompts, code and security checks before an AI system release.
AI Explained

How Red Teams Try To Break AI Systems Before Release

AI red teaming means deliberately probing a model and its surrounding product, so teams can find jailbreaks, unsafe outputs, tool…

JUN 19, 2026
AI task routing order ticket panel for workflow automation
AI Daily

19 June 2026: AI access becomes the morning test (AM)

MCP auth, AI data centres, Amazon chips, TesterArmy and LLM trace tools show why access, control and infrastructure are today's…

JUN 19, 2026
Colleague reviewing an AI-generated practice quiz on a laptop in an office setting.
AI at Work

AI tutor at work: practise without overtrusting it

An AI tutor can help teams practise workplace skills, but only when approved sources, privacy checks and human sign-off stay…

JUN 18, 2026
Agent testing benchmark dashboard with tool-call results, QA checks and human review controls
AI Daily

18 June 2026: Agent testing becomes the PM test

Agent benchmarks, testing agents, OpenAI medical research, local Qwen and Anthropic carbon removal shape the practical AI agenda today.

JUN 18, 2026
Confidence score dashboard on a laptop illustrating AI probability and calibration checks.
AI Explained

Why AI Confidence Scores Can Mislead

AI confidence scores can guide triage, but they are not truth signals. Learn what calibration means, where overconfidence appears, and…

JUN 18, 2026
Work order ticket panel with AI workflow review controls
AI Daily

18 June 2026: AI value becomes the morning test (AM)

AI ROI, Google Docs controls, Gemini speakers, open-source CAD and AMIE research show why usefulness and trust are today's AI…

JUN 18, 2026
Live translation dashboard with event audio channels, captions and review controls
AI Daily

17 June 2026: Live translation becomes the PM signal

DeepL, Android 17, AMIE, Pramaana and data centres show practical AI moving into phones, live events and safer business workflows.

JUN 17, 2026
Machine learning training chart showing a model that fits training data too closely.
AI Explained

What Is AI Overfitting, And Why Does It Matter?

AI overfitting is when a model learns training examples too closely. Learn why that weakens generalisation, testing and real-world reliability.

JUN 17, 2026