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January Is Already Obsolete: What Opus 4.6 Actually Changed
Three months is long enough to fall behind. That's the honest summary of what the Opus 4.6 release, which shipped in February 2026, tells us about where we are. There…
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Klarna Saved $60 Million and Broke Its Company — The Missing Layer Is Intent
When Klarna announced its AI results in early 2024, the numbers were stunning: 2.3 million customer conversations handled in the first month, resolution time cut from eleven minutes to two,…
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The Bet Hidden in Anthropic’s Model Spec
For a long time, most of us working in AI thought about alignment the way we thought about software compliance: enumerate the rules, build the guardrails, check the boxes. The…
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Why Most Claude Switchers Go Back Within a Week
A lot of people switch to Claude from ChatGPT, then quietly switch back within a week. The pattern is consistent: they notice the benchmark numbers, make the move, and find…
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Apple Isn’t Building a Chatbot. It’s Building the Toll Booth.
For the past few years the AI conversation has orbited almost entirely around models — which one scored highest on benchmarks, which company released the best reasoning engine, which chatbot…