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.

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…

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…

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…

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…

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…

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.

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…

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…

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.

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.