AI writing tools, techniques, and best practices for authentic content.
Google rolled out its first core update of 2026 yesterday, the third algorithm change in four days. More than half of monitored sites are seeing ranking shifts. The update targets scaled AI content but rewards AI-assisted pages built on original expertise. Here's the five-minute audit that tells you which side of the line your content is on.
Claude Sonnet 4.6 dropped yesterday. GPT-5.2 has been live since December. Gemini 3 Pro since November. All three major AI platforms are running new-generation models at the same time, and the right choice depends on what you actually need. Here's the head-to-head comparison with real benchmarks, real pricing, and real use-case recommendations for UK businesses.
I gave detailed, expert feedback on a LinkedIn post about AI visibility. The response? "Sounds a bit AI-ish." The person who wrote the AI Discovery File Specifications was told their comment about those very specifications looked automated. This is what happens when people judge writing style over substance.
Claude Opus 4.6 landed today with a one-million-token context window, agent teams in Claude Code, and benchmarks that beat GPT-5.2 by 144 Elo points. Here is what it means for web designers, AI-assisted writers, and SEO professionals, from someone who builds with these tools every day.
What started as healthy scepticism about AI has hardened into tribalism. The loudest anti-AI voices are often the ones with the least hands-on experience. After thirty years in technology, here is why treating "anti-AI" as an identity is costing UK businesses real money, and why a tool is just a tool.
A LinkedIn thread about AI writing tools turned into a revealing debate. SEO copywriters called it a "race to the bottom." An author called it "creative theft." But the strongest counter-argument came from someone who pointed out the real risk: a "sea of sameness." After three decades building software for the Pentagon, banking, and insurance, I think they are all missing the point.
Sam Altman admitted OpenAI "screwed up" GPT-5.2's writing quality by prioritising coding and maths. Users report the model is "unwieldy" and "hard to read" compared to GPT-4.5. What it means for businesses using AI content.