Emily Bender

University of Washington

AI & MLProduct & Design

Emily Bender is a prominent critic of anthropomorphizing LLMs, emphasizing careful framing of reliability discussions and the statistical nature of language models.

Estimated · single engine (Perplexity)

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How AI describes them

5 of 5 AI engines recognize them

Emily Bender is a linguistics professor who critiques AI reliability and hallucinations.

Google AI ModeRecognizes

She views AI hallucinations as a fundamental consequence of LLMs' architecture.

CopilotRecognizes

She argues that AI hallucinations are inevitable due to LLMs' statistical patterns.

GeminiRecognizes

She offers a critical perspective on AI reliability and hallucinations.

PerplexityRecognizes

She is a prominent critic of treating LLMs as dependable sources of knowledge.

ChatGPTRecognizes

She co-authored the paper On the Dangers of Stochastic Parrots.

Summarized from each engine's answer when asked about them. AI can be wrong.

Where they rank, by segment

Measured on prompts that never mention a name

Hallucination and model reliability

SEGMENT

#18.8%SHARE OF VOICE

of 47 ranked - named as "Emily Bender"

Hallucination and model reliability

SEGMENT

#46.1%SHARE OF VOICE

of 38 ranked - named as "Emily Bender"

Model Reliability

SEGMENT

#25.9%SHARE OF VOICE

of 63 ranked - named as "Emily Bender"

Training Data

SEGMENT

#182.1%SHARE OF VOICE

of 35 ranked - named as "Emily Bender"

AI Evaluation

SEGMENT

#282.0%SHARE OF VOICE

of 57 ranked - named as "Emily Bender"

Trend

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