TikTok completion floors by clip length
Completion rate means nothing without a duration band. Floor targets per band, how to build your own from 60 posts, and when shortening beats fixing.
8 min read
TikTok Creator Rewards: what AI video must clear
Creator Rewards only pays on originals over one minute. Here are the five formats that disqualify AI video, and how to restructure a slideshow to qualify.
8 min read
TikTok Labels Uploads Carrying Content Credentials
TikTok watermarks uploads that arrive with C2PA credentials attached. That makes attaching provenance a labelling decision your toolchain is already making.
7 min read
Timeline edits or conversational edits
Which video edits are faster described in a sentence and which have to be built on a timeline, judged on precision, reproducibility, review and rollback.
9 min read
Title and escrow video without RESPA exposure
Agent co-marketing is where title companies get fined, yet the wire-fraud clip is the asset agents re-share unprompted. Build it and know the Section 8 line.
9 min read
Tracking credits per client, per deliverable
Build a per-client credit ledger covering drafts, rerolls, previews and exports so a quote survives three revision rounds, plus a monthly profitability check.
9 min read
Trade school video: substantiating placement claims
Every placement rate and salary figure in a trade school video needs evidence on demand. A claims-to-source table and an instructor-plus-lab format that scales.
9 min read
Transient or permanent: classifying failures
A failed generation is terminal for that ID. Use the transient flag to decide if a new job is worth the credits, and stop retrying work that cannot succeed.
8 min read
TTS reads numbers, dates and acronyms wrong
Normalization mangles currency, ranges, dates and initialisms before synthesis. A preprocessing pass that writes the script the way it should be spoken.
9 min read
Turning finished client work into sellable templates
Strip a delivered project into a reusable template: variables extracted, brand assets removed, prompts generalised, plus the clause that makes it legal.
9 min read
Turning vague client notes into changes
A translation table from client language to testable production changes, plus the three questions that resolve a vague note before you spend attempts.
9 min read
Two-pass regeneration vs native high resolution
Some models reach 2K by regenerating a low-res render; others generate high-res natively. What each does to fine detail, temporal stability and render time.
9 min read
Two AI Transparency Laws, One Start Date
EU Article 50 and California's AB 853 both went operative on 2 August 2026. What each asks of a creator selling into both markets, and the gap neither closes.
8 min read
UGC ad cost teardown: creator fee vs generated
A line-item breakdown of both bills: creator fee, seeding, shipping, revisions and usage renewal against stills, generation, lipsync, captions and rerolls.
9 min read
The delivery spec that earns repeat UGC orders
Most creators lose the re-order at handoff, not on creative. The aspect-ratio set, safe zones, caption files, frame rate and naming that make a folder usable.
9 min read
Building a UGC rate card that prices usage rights
Usage rights, not production, are where UGC margin lives. A rate card separating base fee from 30-day, 90-day and unlimited buyout, plus enforcing clauses.
9 min read
UK computer-generated works and generative AI
CDPA s.9(3) is the reason people assume the UK grants copyright in AI output. It is also untested against generative models, and betting on it is a gamble.
8 min read
The UK dropped its TDM opt-out plan
The March 2026 report dropped the broad TDM exception with rightsholder opt-out as its preferred option. Here is the UK status quo that applies now.
8 min read
Upscale the render or generate at full resolution
When a cheap generation plus a dedicated upscaler beats the top tier, and when the upscaler invents detail you did not want. A rule keyed to four shot types.
8 min read
The upscale broke text that was already correct
Generative upscalers re-draw letterforms and will respell a word that was already right. Mask text out of the pass, or drop denoise on text-bearing images.
9 min read
Urgent care video: wait times and employer services
Walk-in patients and employer HR buyers need separate video libraries. Loopable lobby signage, an ER explainer, and the triage line you cannot cross.
9 min read
Usable rate is the benchmark nobody publishes
A model that wins every side-by-side can lose badly on credits per shipped shot. How to log first-pass usable rate and let it decide which model you route to.
9 min read
UTC cron and daylight saving in schedules
Schedules match five-field cron against UTC. A local posting time pinned once will drift twice a year unless you rewrite the expression.
8 min read
Variable frame rate breaks caption timing
Phone footage and screen recordings often carry variable frame rate. Detect VFR, transcode to a constant rate, then caption so cues stop drifting.
9 min read