Real ChatGPT answer · index seedhz22FwogBWccompleteEducation · online coursescommercial

Could you search the web for the latest edX microcontroller programming syllabus and tell me if the programming software used in the course runs well on an older laptop?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Could you search the web for the latest edX microcontroller programming syllabus and tell me if the programming software used in the course runs well on an older laptop?
2 real searches · 1 real-search pass
site:edx.org microcontroller programming course syllabus software requirements Arduino IDE 2026Google ↗
OBSERVEDInstruction
edX microcontroller programming syllabus course software used laptop requirementsGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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

Searches and sources

ChatGPT2 real searches · gpt-6
site:edx.org microcontroller programming course syllabus software requirements Arduino IDE 2026 Google ↗
edX microcontroller programming syllabus course software used laptop requirements Google ↗
  1. UTAustinX: Embedded Systems - Shape The World: Microcontroller Input/Output · edx.org
  2. Best Online Microcontrollers Courses and Programs · edx.org
  3. Syllabus · edx-org-utaustinx.s3.amazonaws.com
  4. Software descriptions · edx-org-utaustinx.s3.amazonaws.com
  5. Frequently Asked Questions · edx-org-utaustinx.s3.amazonaws.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:edx.org microcontroller programming course syllabus software requirements Arduino IDE 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
edX microcontroller programming syllabus course software used laptop requirements
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1