LLMS

Posts in LLMs

Large language models applied to real engineering and automation problems at Ascent.

AI

How I Used AI in a Live Engineering Consultation

I ran a live hydraulic consultation using AI as a reasoning copilot, not an oracle. Two hours later: architecture defined, equipment specified, CAPEX estimated, technical document ready. The three-phase method.

May 12, 2026

BIM

LLMs extracting BIM information adaptively

Is there hope for the lack of standardization? An iterative LLM agent beats static queries on BIM by +37 percentage points. TU Munich proves iteration beats context augmentation and releases ifc-bench v2.

May 8, 2026