Let us start with the uncomfortable truth: large language models - ChatGPT, Gemini, Claude, Perplexity, and their peers - are built on a foundation that looks suspiciously like “copyright infringement as a service.” These systems could not exist without consuming massive quantities of human-created text, images, and code. In another industry, that would be called derivative work. In AI, it is called innovation.

Let us start with the uncomfortable truth: large language models - ChatGPT, Gemini, Claude, Perplexity, and their peers - are built on a foundation that looks suspiciously like “copyright infringement as a service.” These systems could not exist without consuming massive quantities of human-created text, images, and code. In another industry, that would be called derivative work. In AI, it is called innovation.

Let us start with the uncomfortable truth: large language models - ChatGPT, Gemini, Claude, Perplexity, and their peers - are built on a foundation that looks suspiciously like “copyright infringement as a service.” These systems could not exist without consuming massive quantities of human-created text, images, and code. In another industry, that would be called&nbsp;derivative work. In AI, it is called innovation.

LLMs Copyright Infringement as a Service

R.E.A.L. - Realistic, Enabling, Actionable, Logical. Every day we hear jargon and see writing from so-called “experts,” and we don’t know what we should follow and what we should avoid. Published practices aren’t always best practices! Listen to episodes from Sam Holcman’s radio show, webinars, and podcasts, Real Talk with Sam Holcman. Each episode gets to the bottom of what business executives, managers, practitioners, and staff actually need to create innovative solutions that deliver- no utopia required. This business podcast provides practice-based insights into business transformation, enterprise architecture, business architecture, organizational transformation, and technology transformation based on real-world practices. We provide you with insights that can provide true value to organizations and individuals that face today’s and tomorrow’s competitive pressures and provide a usable takeaway from each program.

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R.E.A.L. - Realistic, Enabling, Actionable, Logical. Every day we hear jargon and see writing from so-called “experts,” and we don’t know what we should follow and what we should avoid. Published practices aren’t always best practices!Listen to episodes from Sam Holcman’s radio show, webinars, and podcasts, Real Talk with Sam Holcman. Each episode gets to the bottom of what business executives, managers, practitioners, and staff actually need to create innovative solutions that deliver- no utopia required. This business podcast provides practice-based insights into business transformation, enterprise architecture, business architecture, organizational transformation, and technology transformation based on real-world practices. We provide you with insights that can provide true value to organizations and individuals that face today’s and tomorrow’s competitive pressures and provide a usable takeaway from each program.

R.E.A.L. - Realistic, Enabling, Actionable, Logical. Every day we hear jargon and see writing from so-called “experts,” and we don’t know what we should follow and what we should avoid. Published practices aren’t always best practices! Listen to episodes from Sam Holcman’s radio show, webinars, and podcasts, Real Talk with Sam Holcman. Each episode gets to the bottom of what business executives, managers, practitioners, and staff actually need to create innovative solutions that deliver- no utopia required. This business podcast provides practice-based insights into business transformation, enterprise architecture, business architecture, organizational transformation, and technology transformation based on real-world practices. We provide you with insights that can provide true value to organizations and individuals that face today’s and tomorrow’s competitive pressures and provide a usable takeaway from each program.

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LLMs Copyright Infringement as a Service

LLMs Copyright Infringement as a Service