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When Helpfulness Becomes Sycophancy: Sycophancy is a Boundary Failure Between So

BACKGROUND
3 SIGNALSFIRST DETECTED 9 May 2026
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Other feeds and industry voices
5 Oct
Mitigating Social Sycophancy via Pluralistic Preference Optimization

arXiv:2610.02568v1 Announce Type: new Abstract: Personal advice, including relationship advice, now ranks among the most common uses of generative AI. But language models (LMs)

REPORT · WHERE · ArXiv CS.AIOPEN STORY
2 Apr
The Silicon Mirror: Dynamic Behavioral Gating for Anti-Sycophancy in LLM Agents

arXiv:2604.00478v1 Announce Type: new Abstract: Large Language Models (LLMs) increasingly prioritize user validation over epistemic accuracy-a phenomenon known as sycophancy. We

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8 Apr
Pressure, What Pressure? Sycophancy Disentanglement in Language Models via Reward Decomposition

arXiv:2604.05279v1 Announce Type: new Abstract: Large language models exhibit sycophancy, the tendency to shift their stated positions toward perceived user preferences or

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29 Jun
Agent-Native Immune System: Architecture, Taxonomy, and Engineering

arXiv:2606.28270v1 Announce Type: new Abstract: The transition from static chat bots to autonomous agents--equipped with persistent memory, tool-use protocols, and multi-agent

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30 Mar
SycoFact 4B - Open model for detecting sycophancy & confirmation of delusions, 100% on psychosis-bench, generates feedback for model training, trained without human labels

<!-- SC_OFF --><div class="md"><p>I published a model you can use now to help detect sycophantic AI responses. It rejects 100% of the sycophantic delusion affirming responses from

OPINION · WHAT · LocalLLaMAOPEN STORY
2 Sept
AI Should Not Only Be Helpful. It Should Be Contingent. Artificial Intimacy, Sycophancy, and the Future of Social Learning

arXiv:2609.00211v1 Announce Type: new Abstract: Conversational artificial intelligence is increasingly embedded in everyday social environments, where it functions as both an

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25 Mar
Between Rules and Reality: On the Context Sensitivity of LLM Moral Judgment

arXiv:2603.23114v1 Announce Type: new Abstract: A human's moral decision depends heavily on the context. Yet research on LLM morality has largely studied fixed scenarios. We

REPORT · WHAT · ArXiv CS.AIOPEN STORY
6 May
Evaluating Agentic AI in the Wild: Failure Modes, Drift Patterns, and a Production Evaluation Framework

arXiv:2605.01604v1 Announce Type: new Abstract: Existing evaluation frameworks for large language models -- including HELM, MT-Bench, AgentBench, and BIG-bench -- are designed for

REPORT · WHEN · ArXiv CS.AIOPEN STORY
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