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Google says AI coaching is honest use and copyright must be policed on outputs, not inputs

by Vegas Valley News
June 30, 2026
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Google says AI coaching is honest use and copyright must be policed on outputs, not inputs
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The RIAA, music publishers, and impartial artists are all preventing AI corporations in courtroom over the identical query: whether or not coaching a mannequin on copyrighted work with out permission is honest use.

Google, which builds its personal AI music instruments, has a direct stake within the final result.

Now, in a brand new coverage paper outlining the corporate’s most well-liked method to AI regulation, Google has argued that coaching AI fashions on publicly out there net knowledge ought to “stay protected” by honest use within the US.

The paper additionally says copyright considerations raised by generative AI are finest addressed on the stage of outputs, not inputs – whether or not a particular piece of content material copies an current work, moderately than how a mannequin was skilled.

The 21-page doc, titled A Pragmatic Method to AI Governance in America, was printed on Thursday (June 25) by Kent Walker, Google’s President of World Affairs.

On copyright, Google‘s paper states: “Utilizing publicly out there net knowledge for coaching fashions is a transformative, non-expressive use – like an artwork pupil taking inspiration from strolling by means of a gallery – that ought to stay protected below honest use within the U.S. and text-and-data-mining exceptions overseas.”

“Utilizing publicly out there net knowledge for coaching fashions is a transformative, non-expressive use — like an artwork pupil taking inspiration from strolling by means of a gallery — that ought to stay protected below honest use within the U.S. and text-and-data-mining exceptions overseas.”

Google

Google says accountable builders ought to nonetheless give web site homeowners management over whether or not their content material is used for mannequin growth, by means of machine-readable tags resembling its personal Google-Prolonged management.

On the identical time, the paper says Google is “exploring new forms of partnership and value-exchange fashions” with rights holders.

It provides that Google has paid for entry to specialised, personal content material, together with artistic and academic materials.

On its broader method to regulating AI, Google says: “We consider in an method that’s essentially data-driven, focuses on proof of real-world advantages and harms, and accepts a level of uncertainty to keep away from laws that sluggish progress with out addressing actual challenges.”

“This method would handle outputs, not inputs, seeking to forestall and mitigate particular harms moderately than micromanaging the science behind these new instruments,” the Google paper provides.

On enforcement, Google argues the main focus “ought to once more be on outputs – on this case, whether or not a particular picture or piece of textual content truly copies an current work, no matter the way it was created.”

It says technical filters mustn’t “automate subjective choices like whether or not one thing is ‘too related’ to a previous work,” and that infringing materials is finest dealt with by means of normal notice-and-takedown programs.

Google additionally says it has supported proposals, such because the NO FAKES ACT, to guard particular person voices and likenesses by establishing “a balanced nationwide normal in opposition to unauthorized digital replicas.”

Google has been making this case to US policymakers for the reason that early days of the generative-AI increase.

In 2023, the corporate made the identical case in a submitting with the US Copyright Workplace, calling AI coaching a transformative honest use and saying courts, not new laws, ought to resolve the query.

Google‘s protection of honest use for AI coaching lands as that very same query is being contested throughout the music {industry}.

The RIAA, on behalf of Common Music Group, Sony Music and Warner Music Group, sued AI music platforms Suno and Udio for “mass infringement” of copyright in mid-2024.

Udio has since moved from defending its coaching below a good use argument to signing licensing offers with Common, Warner, Merlin and Kobalt, although Sony Music‘s case in opposition to the platform stays energetic.

Music publishers introduced a separate case in opposition to AI agency Anthropic in 2023, alleging it skilled its Claude chatbot on their copyrighted music lyrics.

They’ve since filed a second, bigger swimsuit masking greater than 20,000 songs and looking for over $3 billion in statutory damages.


In late March, the RIAA, the Nationwide Music Publishers’ Affiliation and different {industry} teams urged a federal courtroom to reject the honest use protection raised by Anthropic within the unique case, arguing that the copying was “inexcusable.”

The paper’s pitch on “worth trade” additionally echoes a run of AI licensing offers in music, with the NMPA agreeing an industry-wide take care of Udio in June that President and CEO David Israelite referred to as the primary of its sort with a serious AI music firm.

Past copyright, the paper’s central proposal is a “frontier AI regulatory group,” or FARO – an impartial, industry-funded physique, overseen by a federal company, that may set security requirements and confirm audits for essentially the most superior AI fashions.

Google says such a physique may very well be modeled on current regulators such because the Monetary Business Regulatory Authority and the North American Electrical Reliability Company.

Google frames the proposals as a “center means” between over-regulation and no regulation, separating guidelines for frontier fashions from insurance policies for AI that’s extra extensively deployed.

On on a regular basis makes use of, Google argues that “if one thing is prohibited to do with out AI, it’s unlawful to do with AI,” and that current legal guidelines might be tailored moderately than rewritten.

Google is itself a defendant in a copyright case over AI coaching on music.

A gaggle of impartial artists sued the corporate in March, alleging it skilled its Lyria 3 music-generation mannequin on copyrighted recordings pulled from YouTube with out permission.

Google has moved to dismiss the case, arguing the artists licensed their music once they agreed to YouTube‘s phrases of service.Music Enterprise Worldwide

Tags: copyrightfairGoogleInputsoutputspolicedTraining
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