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Weekly Review 3 July 2026

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):AI find security vulnerabilities so quickly we need AI to find solutions: https://www.rnz.co.nz/news/science-and-technology/618615/fighting-ai-with-ai-the-only-way-to-keep-up-on-new-frenetic-frontier AI coding costs will soon exceed the cost of human developers: https://www.theregister.com/ai-and-ml/2026/06/24/ai-coding-agents-could-soon-cost-more-than-the-developers-using-them/5260864 Loop engineering looks like a scheme to funnel more money to AI companies: https://www.theregister.com/ai-and-ml/2026/06/24/loop-engineering-latest-ai-buzzword-still-needs-humans-in-the-loop/5261735 People have

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Every enterprise is investing in AI; very few can prove their impact

Every enterprise now has an AI strategy, but few can prove it works. As adoption becomes universal, execution becomes the real differentiator, and independent evaluation becomes the benchmark that separates genuine impact from claimed impact: the ET Most Innovative AI Product Awards 2026 reward proof, not ambition.

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