Real ChatGPT answer · index seedxFWrZgNOyxAcompleteTelecom and utilities · 5G and coverageinformational

What is the current consensus among telecom engineers regarding the penetration limits of ultra-wideband signals through concrete walls?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
What is the current consensus among telecom engineers regarding the penetration limits of ultra-wideband signals through concrete walls?
2 real searches · 1 real-search pass
ultra wideband signal penetration concrete wall attenuation 3.1 10.6 GHz reinforced concrete measurements reviewGoogle ↗
OBSERVEDReason
UWB propagation through concrete walls penetration loss thickness moisture reinforcement telecom engineering studyGoogle ↗
OBSERVEDReason

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ultra wideband signal penetration concrete wall attenuation 3.1 10.6 GHz reinforced concrete measurements review
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
UWB propagation through concrete walls penetration loss thickness moisture reinforcement telecom engineering study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1