
Cloudflare's new AI traffic options for customers
THE SO WHAT
Cloudflare adding knobs for AI traffic is another step toward treating model-generated content as a first-class segment in your traffic mix. If you run public-facing apps, start deciding now whether AI-origin traffic is something you want to prioritize, meter, or filter at the edge.
READ THE SOURCE
MORE FROM THE WIRE
Applied AIA look at China's bid to build an alternative global order in AI by making open models widely available and training people in developing countries to use them
AI is becoming a foreign-policy export — China is pairing open models with talent training to seed long-term dependency in developing markets. If you operate in these regions, your stack and standards choices are now entangled with geopolitics, not just price and performance.
Applied AIMonday.com is the latest tech company to blame AI for layoffs — here are 20 others
When 20+ larger tech employers explicitly cite AI in layoff narratives, it's not just cost-cutting language — it's a signal that exec teams now feel board cover to rebase headcount around AI-augmented workflows. If you're an operator, assume 2026 planning cycles will pressure you to show either AI-driven margin expansion or a credible story on why your org structure is exception-worthy.
Applied AIUkraine's new Marichka AI targets the one layer of its war stack that Palantir still owns
If Ukraine can compress battle planning from 12 hours to minutes with Marichka AI, the value in defense software shifts further from outsourced analytics to sovereign decision stacks. For any operator in sensitive domains, the bar is moving from ‘using AI tools’ to owning the core planning loop end to end.
Applied AIWhat is happening to jobs? Separating AI hype from reality
A Stanford policy brief on AI and jobs is a useful counterweight to both ‘everything is automated’ and ‘nothing changes’ narratives. If you own workforce planning, use this kind of data to narrow where you pilot AI augmentation versus where you actually redesign roles or hiring plans.