Real ChatGPT answer · index seedFP3b8hPg2UQcompleteCareers and HR · career changeinformational

Can you explain how generative AI tools like ChatGPT are currently changing the daily responsibilities of entry level software engineers in 2024?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain how generative AI tools like ChatGPT are currently changing the daily responsibilities of entry level software engineers in 2024?
3 real searches · 1 real-search pass
2024 generative AI software developers productivity junior developers GitHub Copilot study 2024Google ↗
OBSERVEDOther / navigational
Stack Overflow 2024 developer survey AI tools usage trust accuracy 2024Google ↗
OBSERVEDOther / navigational
DORA 2024 generative AI software development report productivity qualityGoogle ↗
OBSERVEDOther / navigational

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 (3)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2024 generative AI software developers productivity junior developers GitHub Copilot study 2024 Google ↗
Stack Overflow 2024 developer survey AI tools usage trust accuracy 2024 Google ↗
DORA 2024 generative AI software development report productivity quality Google ↗
  1. AI · survey.stackoverflow.co
  2. 2024 Developer Survey Insights for AI/ML · stackoverflow.blog
  3. Key findings · lakruzz.com
  4. DORA_ExecutiveSummary_1 · dora.dev

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2024 generative AI software developers productivity junior developers GitHub Copilot study 2024
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Stack Overflow 2024 developer survey AI tools usage trust accuracy 2024
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
DORA 2024 generative AI software development report productivity quality
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1