6 min readPrivacy & Compliance
What AI Tools Log Even In Private Mode
Private mode rarely means nothing is recorded. The six categories of data most AI tools keep regardless, and which ones actually matter for confidential work.
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6 min readLocal & Private AI
What Open Weights Does Not Mean
Open weights is not open source, not a promise of privacy, and not a licence to do anything. What the term actually covers, and the four things people wrongly assume.
Read article →6 min readPrivacy & Compliance
When You Actually Have To Disclose That You Used AI
Not every AI-assisted sentence needs a footnote. Where disclosure is genuinely required, where it is courtesy, and how to say it without undermining the work.
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Why Two Leaderboards Rank The Same Model Differently
One board has a model first, another has it fifth, and both are honest. The four reasons scores diverge, and which board to trust for writing work.
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Why A Longer Context Window Costs You RAM
Million-token context sounds free until you run one locally. What the context window actually consumes, why it grows as you type, and what it means for a laptop.
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Why Local AI Slows Down On Battery, And What To Do About It
The same local model that felt fast plugged in crawls on battery. Here is what Windows is actually doing, and the three settings that get the speed back.
Read article →6 min readAI Models & News
Why AI Model Version Numbers Tell You Nothing
GPT-5.6, Gemini 3.6, Claude Sonnet 5, GLM-5.2. The numbers are marketing, not measurement. How to work out whether a release actually matters to you.
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Content Pruning: What To Delete And What To Keep
Most sites carry hundreds of pages that earn nothing and dilute everything. A decision procedure for deleting, merging, redirecting, or rewriting each one.
Read article →6 min readContent & SEO
Generative Engine Optimization: What Actually Works in 2026
GEO is part real research, part sales pitch. What the original paper measured, what Google has put in writing, and which tactics are folklore.
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Google's AI Content Policy: What Is Actually Banned
Using AI to write is not a violation. Scaled content abuse is. Where Google draws the line, in its own words, and what that means for your drafts.
Read article →6 min readContent & SEO
How AI Assistants Choose Which Sources To Cite
Assistants pick three to ten sources per answer, and most of them are not brand websites. What the citation data shows and what you can influence.
Read article →6 min readContent & SEO
llms.txt in 2026: A Reality Check Before You Ship One
Adoption jumped, then Google said it ignores the file entirely. What llms.txt was proposed for, what it does not do, and when it is still worth publishing.
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