What we're learning & testing.
The Mid-2026 AI Model Landscape: What Changed and What It Means for You
Frontier releases, agent frameworks maturing, and on-prem open-weights getting genuinely competitive. Our quarterly read on which shifts deserve your attention — and which are noise.
Read →The SMB’s Field Guide to AI Tools: 12 Categories, Tested Hands-On
From 350+ tools we've tested, a practical map of the 12 categories that matter for small and mid-size businesses — what each is for, what it costs, and the one question to ask before buying.
Read →Why 95% of AI Projects Fail — and What the 5% Do Differently
The pattern behind failed AI initiatives is remarkably consistent — and it almost never involves the model. A field guide to the five failure modes we see most, and the habits of teams that ship.
Read →Evaluating RAG Systems: Beyond Retrieval Accuracy
Retrieval metrics look great while your chatbot confidently answers the wrong question. Notes from our production evaluations on measuring what actually matters: groundedness, refusal quality, and answer utility.
Read →Hello world!
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