What this means for your work
31 July 2026 · 4 stories · free to read
Today is a useful reminder that AI output is no longer judged by whether it was made quickly. It is judged by whether another human wants to read it, trust it, or act on it.
The digest
LinkedIn gives users a way to report AI slop
AI copy is becoming the normal workflow
PLUS — A Reddit marketer described what many teams are already doing: using AI to turn briefs…
AI spend is becoming something to manage
PLUS — DepthData launched as a system of record for company AI spend. The signal is simple:…
AI security is becoming identity security
PLUS — Okta is buying Permiso to add identity threat detection as companies secure AI agents…
Operator playbooks
LinkedIn gives users a way to report AI slop
If your business uses AI to write social posts, emails or articles, the standard is moving. Fast content that sounds like everyone else may now…
AI copy is becoming the normal workflow
If your team writes adverts, emails, blogs or product pages, assume AI is already in the process somewhere. Your job is to set the standard for what…
AI spend is becoming something to manage
If staff are using ChatGPT, Claude, image tools, meeting tools and coding assistants, you need one view of spend and value. Start by listing tools,…
If you are already using AI but have not written down the rules yet.
Act as an AI operations reviewer for a small UK business. Help me create a simple AI usage check for my team. Include: where AI is being used, what data goes into each tool, who owns the output, what must be reviewed by a person, monthly cost, and one rule for publishing AI-assisted content so it does not sound generic. Format it as a practical checklist I can use this week.
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