S05¶


Research	R0041 — Enterprise Sycophancy
Run	2026-03-28
Query	Q001
Search	S05

WebSearch — Anthropic Claude sycophancy reduction Petri evaluation

Summary¶

Field	Value
Source/Database	WebSearch
Query terms	Anthropic Claude sycophancy reduction research Petri evaluation 2025 2026
Filters	None
Results returned	10
Results selected	2
Results rejected	8

Selected Results¶

Result	Title	URL	Rationale
S05-R01	Petri: An open-source auditing tool to accelerate AI safety research	https://alignment.anthropic.com/2025/petri/	Primary source on Petri tool and sycophancy evaluation
S05-R02	Towards Understanding Sycophancy in Language Models	https://arxiv.org/pdf/2310.13548	Foundational Anthropic research paper on sycophancy

Rejected Results¶

Result	Title	URL	Rationale
S05-R03	Anthropic details safeguards	https://yourstory.com/ai-story/anthropic-protecting-well-being-of-users	Derivative of SRC01, no additional sycophancy content
S05-R04	How Anthropic Built Safety Into Claude AI (2025 Update)	https://www.adwaitx.com/anthropic-claude-ai-user-wellbeing-safety-features-2025/	Derivative reporting, no new sycophancy data
S05-R05	Alignment Science Blog	https://alignment.anthropic.com/	Index page, no specific sycophancy content
S05-R06	Bloom: an open source tool for automated behavioral evaluations	https://alignment.anthropic.com/2025/bloom-auto-evals/	Related evaluation tool, not sycophancy-specific
S05-R07	OpenAI and Anthropic publish joint AI safety evaluation	https://www.edtechinnovationhub.com/news/openai-and-anthropic-cross-test-ai-models-in-rare-joint-safety-evaluation	Joint evaluation, limited sycophancy detail
S05-R08	Anthropic announces Bloom	https://siliconangle.com/2025/12/22/anthropic-announces-bloom-open-source-tool-researchers-evaluating-ai-behavior/	Bloom tool, not sycophancy-specific
S05-R09	GitHub - safety-research/petri	https://github.com/safety-research/petri	Repository page, code-level detail
S05-R10	Anthropic — Protecting Well-Being of Users	https://www.anthropic.com/news/protecting-well-being-of-users	Duplicate of S01-R01

Notes¶

This search specifically targeted Anthropic's Petri evaluation tool and its sycophancy measurement capabilities. The primary Petri source provided detailed methodology and cross-model comparison data.