Supported findings

  • The evidence supports that AI adoption is widespread in the 2025 Stack Overflow Developer Survey: 84% of respondents were using or planning to use AI tools, and 51% of professional developers used AI tools daily.[1][2]
  • The evidence also supports that trust is lower than usage: 46% of developers actively distrust AI tool accuracy, while 33% trust it, and only 3% report highly trusting the output.[1][2]
  • The evidence supports that 64% of developers do not perceive AI as a threat to their jobs.[3]

Blocked or unsupported claims

  • The 52% AI-agents aggregation should not be presented as verified, because the gathered evidence does not establish that figure.[1][2][3]
  • The product engineer compensation benchmark claim should not be presented as verified, because no supporting compensation evidence was gathered.
  • The Russian IT market claim should not be presented as verified, because the gathered evidence does not include market data for that conclusion.

Evidence caveat

  • Evidence repair budget is exhausted, and the evidence remains insufficient to verify the unsupported claims.
  • Any facts not directly supported by the gathered evidence must be labeled as unverified rather than asserted as true.[1][3]
  • Use only the passing claims in the summary: AI adoption is high, trust lags usage, and most developers do not see AI as a job threat.[1][3]
  • Explicitly flag missing market or compensation evidence instead of filling gaps with assumptions.
  • Keep unsupported figures and market statements clearly marked as unverified until corroborating evidence is available.