R0041/2026-04-01/Q001/H1¶
Statement¶
Yes, AI vendors are actively offering enterprise-tier products or configurations specifically designed to reduce sycophancy, with dedicated product tiers, API parameters, or enterprise features.
Status¶
Current: Eliminated
Supporting Evidence¶
| Evidence | Summary |
|---|---|
| SRC02-E01 | Anthropic claims 70-85% sycophancy reduction in recent models, but as a general improvement, not an enterprise feature |
Contradicting Evidence¶
| Evidence | Summary |
|---|---|
| SRC01-E01 | OpenAI's response was a rollback and general training fixes, not enterprise-specific features |
| SRC03-E01 | Lambert's analysis shows sycophancy remains an unsolved art-of-training problem, not a productized feature |
| SRC05-E01 | Anthropic's constitutional update addresses sycophancy philosophically but does not create enterprise API controls |
Reasoning¶
No evidence was found of any vendor offering a dedicated enterprise product tier, API parameter, or configuration specifically for sycophancy reduction. Improvements exist across all models but are general, not enterprise-differentiated. This hypothesis is eliminated.
Relationship to Other Hypotheses¶
This hypothesis represents the strongest possible affirmative answer. Its elimination supports H2 (partial/emerging) and partially supports H3 (no meaningful vendor action), though the evidence for active research programs prevents H3 from being fully supported.