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R0055/2026-04-01/C020

Research R0055 — RLHF Yes-Men Claims
Run 2026-04-01
Claim C020

Claim: No AI vendor currently offers enterprise-specific anti-sycophancy products, API parameters, or configurable behavioral tiers

BLUF: Largely correct but with emerging exceptions. No major AI vendor (OpenAI, Anthropic, Google, Meta) offers dedicated anti-sycophancy API parameters or enterprise-configurable sycophancy tiers. OpenAI's model spec mentions avoiding sycophancy as a design principle. A community project (SYCOPHANCY.md) exists but is not a vendor product. Georgetown Law notes companies have tools but have not deployed them.

Probability: Likely (55-80%) | Confidence: Medium


Summary

Entity Description
Claim Definition Claim text, scope, status
Assessment Full analytical product with reasoning chain
ACH Matrix Evidence x hypotheses diagnosticity analysis
Self-Audit ROBIS-adapted 5-domain audit

Hypotheses

ID Hypothesis Status
H1 Claim is accurate as stated Inconclusive
H2 Claim is partially correct or correct with caveats Supported
H3 Claim is materially wrong Eliminated

Searches

ID Target Results Selected
S01 AI vendor anti-sycophancy product API parameter en 10 2

Sources

Source Description Reliability Relevance
SRC01 OpenAI Model Spec / Georgetown analysis High High

Revisit Triggers

  • Any major AI vendor launching anti-sycophancy API parameters or enterprise tiers