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Define: "LLM-Washing" in Business

The corporate definition of LLM-Washing

Fiscal Threat Level

HIGH

Multi-headcount capital waste

CWO Pro-Tip

"Ask the sales rep to explain their model parameters and training data sources. When they freeze, decline the contract renewal."

What HR thinks it means:

The deceptive marketing practice of rebranding existing, non-AI products as being powered by Large Language Models or advanced AI.

What does "LLM-Washing" actually mean?

"Taking a basic polling script we've had running on a Linux server since 2018, slapping an 'AI-Driven' sticker on it, and doubling the licensing fee."

How HR uses it:

"We must ensure our product marketing avoids LLM-Washing and accurately reflects our technical capabilities."

How you actually use it:

"The vendor's new cybersecurity suite is pure LLM-Washing; under the hood, it's just the exact same signature-based antivirus they sold us last year."

Related Terminology

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