<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Index Us</title><description>Independent AI industry news, tested tools and practical techniques for people who need signal, not noise.</description><link>https://index-us.com/</link><item><title>AI news this week: five changes from 24–30 August 2026</title><link>https://index-us.com/articles/ai-news-week-24-30-august-2026/</link><guid isPermaLink="true">https://index-us.com/articles/ai-news-week-24-30-august-2026/</guid><description>A source-checked account of the AI releases and incidents from 24–30 August 2026 that carry practical consequences beyond launch-day headlines.</description><pubDate>Sun, 30 Aug 2026 00:00:00 GMT</pubDate></item><item><title>Cloudflare Kitesurf review: a lean browser for bounded agent work</title><link>https://index-us.com/articles/cloudflare-kitesurf-review/</link><guid isPermaLink="true">https://index-us.com/articles/cloudflare-kitesurf-review/</guid><description>A documentation and hands-on review of Cloudflare Kitesurf, including where its lightweight browser engine works, where Chromium remains safer and how to test it.</description><pubDate>Sun, 30 Aug 2026 00:00:00 GMT</pubDate></item><item><title>How to verify an AI tool announcement before you trust it</title><link>https://index-us.com/articles/verify-ai-tool-announcements/</link><guid isPermaLink="true">https://index-us.com/articles/verify-ai-tool-announcements/</guid><description>A practical seven-step method for separating a useful AI release from a polished demo, incomplete rollout or recycled capability.</description><pubDate>Sun, 30 Aug 2026 00:00:00 GMT</pubDate></item><item><title>Build a useful AI evaluation from twenty real cases</title><link>https://index-us.com/articles/evaluate-ai-model-for-real-work/</link><guid isPermaLink="true">https://index-us.com/articles/evaluate-ai-model-for-real-work/</guid><description>A practical method for creating a compact AI evaluation that measures quality, review time, cost and failure severity on work your organisation recognises.</description><pubDate>Sat, 29 Aug 2026 00:00:00 GMT</pubDate></item><item><title>MCP explained without the protocol soup</title><link>https://index-us.com/articles/mcp-explained-without-protocol-soup/</link><guid isPermaLink="true">https://index-us.com/articles/mcp-explained-without-protocol-soup/</guid><description>A practical explanation of what the Model Context Protocol connects, where permissions sit, and what teams still need to secure themselves.</description><pubDate>Sat, 29 Aug 2026 00:00:00 GMT</pubDate></item><item><title>What an AI benchmark can and cannot tell you</title><link>https://index-us.com/articles/what-ai-benchmarks-can-tell-you/</link><guid isPermaLink="true">https://index-us.com/articles/what-ai-benchmarks-can-tell-you/</guid><description>Learn how to read AI benchmark scores by checking the task, test conditions, contamination risk, grader and fit with the work you actually need done.</description><pubDate>Sat, 29 Aug 2026 00:00:00 GMT</pubDate></item><item><title>How to choose an AI model for the job</title><link>https://index-us.com/articles/how-to-choose-an-ai-model/</link><guid isPermaLink="true">https://index-us.com/articles/how-to-choose-an-ai-model/</guid><description>A vendor-neutral method for selecting an AI model by task quality, privacy, tool support, latency, cost and the failures your workflow can tolerate.</description><pubDate>Fri, 28 Aug 2026 00:00:00 GMT</pubDate></item><item><title>How to read AI industry news without getting lost in the hype</title><link>https://index-us.com/articles/read-ai-news-without-hype/</link><guid isPermaLink="true">https://index-us.com/articles/read-ai-news-without-hype/</guid><description>A practical framework for reading fast-moving AI coverage: identify the change, inspect the evidence, find the affected user and choose a proportionate next step.</description><pubDate>Fri, 28 Aug 2026 00:00:00 GMT</pubDate></item></channel></rss>