Assumptions, model disagreement, and rethink triggers, updated weekly before your PM, risk, or IC discussion. Currently accepting one macro thesis and one AI-economy thesis for July.
4-model average
building category history
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37pt spread
Consensus sits at 40% across the four models and is — (loading). Models are diverging at a 37pt spread, so the average conceals live disagreement worth inspecting below. Category confidence is LOW (building category history).
Confidence reflects category-level track record. Stability tracks estimate movement. Models shows whether the four agree.
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The U.S. Copyright Office currently maintains that works created by non-human authors lack copyright protection, as stated in 2022's policy. However, the landscape is evolving rapidly, with increasing reliance on AI-generated content across industries. Notable cases, such as the works of "it's okay to be smart," are being reviewed, suggesting a legal uncertainty that could sway future rulings.
The US Copyright Office has consistently stated that copyright protection requires human authorship, a stance echoed in recent court decisions like *Thaler v. Perlmutter*. While appeals courts might navigate nuances, the trend leans towards requiring human creative input for copyright, making it probable that by 2029, a federal appeals court will solidify this non-copyrightable status for purely AI-generated content. Continued legal challenges and evolving judicial interpretations, however, introduce a degree of uncertainty.
Current US copyright law (17 USC § 201) requires "human authorship" for copyright protection, with the Copyright Office in March 2023 explicitly rejecting copyright for AI-generated works lacking human creative input (Thaler v. Commissioner of Patents decision). However, federal appeals courts have been cautious about sweeping rulings; the threshold for a formal "non-copyrightable" ruling requires either appellate litigation reaching a circuit court (currently absent definitive precedent) or a Supreme Court decision. The timeline to 2029 (5.5 years) is relatively short for the appellate process, and recent legislative activity (USPTO workshops, ongoing Congressional discussions) suggests policymakers may prefer legislative clarification over court rulings. Historical precedent shows copyright doctrine evolves incrementally rather than through broad non-copyrightability declarations.
Current US Copyright Office guidance (March 2023 and Feb 2024) states AI-generated works lacking sufficient human authorship are not copyrightable, and the sole district court ruling (Thaler v. Perlmutter, D.D.C. 2023) was affirmed by the DC Circuit in March 2025, establishing precedent against copyright for purely AI outputs; however, 3 ongoing district court cases (NYT v. OpenAI, Andersen v. Stability, Kadrey v. Meta) involve mixed human-AI authorship where courts may recognize copyright in human contributions by 2027-28, creating a narrow pathway for partial copyrightability before 2029.