▚ respawned · 2026

AI & 3D printing,
leveled up.

Field notes from the frontier. Reviews of gear and frontier models, what's cool to print this week, local-LLM guides, prompts that actually work, and the occasional strong opinion.

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Reviews

Bambu Lab H2D: the printer that finally got out of my way

Two weeks of near-silent, hands-off printing. The H2D is fast, frighteningly consistent, and the closest thing yet to a print-and-forget machine — if you can stomach the ecosystem lock-in.

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How I actually test a new frontier model

Benchmarks are marketing. Here's the repeatable, boring, real-work gauntlet every new frontier model runs through before it earns a number on lvl30 — and why most of them land between 7 and 8.

8.0/10
aillmmethodology
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