Real ChatGPT answer · index seedGiXTEv25eQocompleteEducation · college degreeshowto

Give me a checklist for transitioning from a liberal arts major to a computer science degree without adding three extra years to my graduation date.

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Give me a checklist for transitioning from a liberal arts major to a computer science degree without adding three extra years to my graduation date.
1 real search · 1 real-search pass
US university computer science degree requirements transfer credits academic advising prerequisite course sequencing official guidanceGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
US university computer science degree requirements transfer credits academic advising prerequisite course sequencing official guidance Google ↗
  1. CS_TransferPlanningWorksheet (Updated December 2022) · cs.washington.edu
  2. Computer Science · transfer.suny.edu

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
US university computer science degree requirements transfer credits academic advising prerequisite course sequencing official guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1