0
Applied AI·October 28, 2026·1 min read

Anthropic just launched tools to show companies what their AI spending is buying

Share

Frontier labs are being forced to sell not just tokens and tiers, but marginal ROI per workload. If you own a seven-figure AI budget, expect your board to ask for Anthropic-style transparency from every vendor—and build your own cost-to-outcome dashboards before they do.

Applied AI

Google launches Gemini 4 Carbon with a ‘significant leap’ in cybersecurity

A frontier model explicitly marketed on cybersecurity, coding, and agentic tasks — and topping a benchmark like the Artificial Analysis Intelligence Index — is Google saying “use this to run and defend your systems,” not just chat. Security and platform teams should treat Carbon as a candidate co-pilot for both red and blue teaming, and start structured evals against their current AI stack.