Style imitation vs person imitation
Copying a style that reproduces no protected work is largely lawful in the US. Replicating a specific person's face or voice is where liability starts.
8 min read
Submitting and polling LTX batch jobs
LTX batch work has its own submit, inspect, cancel, and queue-depth endpoints. Submit a job, track it to completion, and read the queue first.
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What to do after an inauthentic content strike
YouTube publishes no enforcement ladder for inauthentic content. Here is what reporting describes, the 72-hour triage, and what an appeal has to prove.
9 min read
The TAKE IT DOWN Act's 48-hour removal duty
Platform notice-and-removal duties for non-consensual intimate imagery, including AI-generated, became FTC-enforceable on 19 May 2026. What to build.
8 min read
Terms of use do not stop third-party claims
Provider terms allocate rights between you and the provider. A studio whose character appears in your output never signed them. Where the real exposure sits.
8 min read
Test & Compare picks watch time, not CTR
YouTube Test & Compare crowns the variant with the highest watch time, not CTR. Why a winner can lose the click race and why Studio CTR is the wrong comparison.
9 min read
Testing Shorts covers without a native tool
Shorts sit outside YouTube's native thumbnail test. A consecutive-post protocol, the metric to hold fixed, and the confound that wrecks most cover tests.
8 min read
The Thaler cert denial and human authorship
The Supreme Court declined Thaler v. Perlmutter on 2 March 2026, leaving the human-authorship rule standing. What that settles, and the four things it does not.
8 min read
What Is the 180-Degree Rule? Why AI Clips Break It
The 180-degree rule keeps the camera on one side of the action line so screen direction holds across cuts. Why AI clips break it and how to fix it.
9 min read
The artistic carve-out in AI Act Article 50
Evidently artistic, satirical or fictional work gets a lighter disclosure under Article 50. Here is exactly where that lighter version stops applying.
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AI music with a brittle, glassy high end
Generated tracks carry a glassy 4–7 kHz sheen that bites on phones. The band to cut, how much, and why a mix pass beats another prompt.
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Copyright Office Part 3 is a draft, not law
The 9 May 2025 Part 3 report is a draft, not law. It rejects AI training as inherently transformative. The Copyright Office does not decide fair use.
7 min read
The Editor's Audio Group, Tool by Tool
Sixteen audio jobs live in Versely's editor. Which one to reach for, and the four-pass order that stops you from doing the same work twice.
9 min read
The editor render payload: one JSON, one video
The editor-render endpoint takes one timeline document covering clips, transitions, text, audio, and captions, and returns a single video.
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The eight Versely skills and when each fires
Each of the eight installed skills covers a different pipeline shape. Leave knowing which one an agent will reach for, and how to phrase the request.
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The error codes a real integration hits
A field guide to the auth, scope, throttle, credit, and moderation rejections a working Versely integration actually sees, with the cause behind each.
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The EU transparency code of practice is voluntary
Roughly 190 organisations signed the transparency code finalised on 10 June 2026. The Article 50 duties beneath it bind signatories and non-signatories alike.
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The features endpoints as standalone utilities
Frame extraction, merging, audio attach, isolation, and captioning run on their own. Treat them as pipeline steps, not as buttons inside the editor.
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The first half-second of your clip lurches
Opening frames often resolve the still before motion starts, which reads as a lurch. Generate extra length, start already in motion, and trim.
9 min read
The first-two-seconds trim test
Republish an underperformer with the opening two seconds deleted and nothing else changed. The setup, the metric, and the curve shape that predicts a win.
9 min read
The four-clause AI addendum for client work
Disclosure, IP warranty carve-out, training-data exclusion, liability cap. What each clause stops, the order to negotiate them, and where the addendum belongs.
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The FTC impersonation rule and AI brand fakes
The Government and Business Impersonation Rule covers firms and agencies. Which AI fakes that leaves actionable today, and which fall to state law instead.
8 min read
The IP warranty carve-out for AI deliverables
You cannot assign copyright that never existed, so a blanket originality warranty may already be broken. Carve-out language that stays honest and still sells.
8 min read
The job table your integration needs to keep
Poll-only delivery means a dropped connection is a lost job unless you persist request ids, statuses, and retries. Here is the minimal schema.
9 min read