LinkedIn video upload limits and aspect ratios
Organic LinkedIn video is 15 minutes, 1:2.4–2.4:1, 256x144–4096x2304. Ads and Pages publish different sheets. One conservative export clears all three.
8 min read
Lip sync breaks on fast speech and plosives
Rapid consonants expose a 1–3 frame lag slower speech hides. Target a 120ms window, nudge the clip, and rewrite lines that keep tripping it.
9 min read
Lip sync drifts across the clip
Most lip-sync drift is an export fault, not a model fault. Re-export at native frame rate, skip optimized rendering, and feed uncompressed audio.
8 min read
LMArena is now Arena: fix your citations
LMArena became Arena in January, and Artificial Analysis is a separate company. The five-field citation rule that stops a rank going to the wrong board.
7 min read
How to get a genuinely locked-off shot
Leaving camera language out of a video prompt does not give you a static frame. The explicit phrasing and staging that produce a truly motionless camera.
8 min read
Lyria 3.5: when a full song beats a looped bed
Lyria 3.5 shipped into Flow Music on 29 July 2026 with direct tempo and duration control. When a three-minute vocal earns its place, and when a bed wins.
9 min read
Making a faceless channel look authored
Six production changes that move a faceless channel from template output to invented character and narrative, plus an episode audit to run before publishing.
9 min read
What makes an AI print design legally protectable
A raw prompt output carries no copyright, so a rival can clone your best seller legally. The human steps that turn a generation into a protectable design.
9 min read
Mapping the API surface by route group
A working map of Versely REST by route group: generate, status, social, workflows, analytics, and where each capability actually lives.
9 min read
Marine dealer video: on-water demos that sell
A helm-cam and drone pair beats dock photography for boat sales, and winterization content is the service revenue nobody is filming. Capture plan inside.
9 min read
Market dilution: the theory Kadrey left open
Meta won summary judgment on an expressly thin record while the court signalled that market-dilution evidence could change the result. This is unsettled.
9 min read
Martial arts dojo video that fills trial classes
The person booking a trial class is a parent who never trained. Belt-progression storytelling converts them, sparring highlights do not, plus what to omit.
9 min read
Match cuts between two generated clips
A match cut hides the join between two generations by carrying a shape or a motion across it. How to plan the pair in the prompt and which frames to trim.
9 min read
Matching a video format to a promotion goal
Filling a calendar, selling out an event and winning back lapsed customers each want a different video. A goal-to-format map with shapes and metrics.
8 min read
Matching generated footage to real camera footage
Mixed edits break on grain, grade, focal length and motion blur. The order to fix them in, and the one thing you cannot repair in post.
9 min read
MCP, API or web UI: picking a generation surface
One catalog, three ways in. Compared on iteration speed, batch scale, review flow and who can operate each, with a recommendation per role.
8 min read
Building a media kit for a faceless AI channel
No headshot, no personality to sell. The one-pager a faceless channel sends instead, and the two metrics that do the work a creator photo used to do.
9 min read
Mechanism-of-action video that stays on label
Device animation drifts off label in one unreviewed shot. An intended-use-first storyboard method and a clearance-linked review checklist that catches it.
9 min read
Trade-show loops and rep leave-behinds for devices
Booth video is promotional material and earns the same review as a journal ad. A silent-readable loop spec plus a rep library derived from one approved master.
9 min read
Medicare agent video and the TPMO disclaimer
Brokers and FMOs are usually TPMOs, so the disclaimer and carrier filing decide what runs. An AEP calendar that separates filed creative from education.
9 min read
Meta pays AI creators on Facebook long-form
AI video can enter Meta Content Monetization if you made it and label it. Facebook long-form in-stream ads pay. Instagram Reels has no reported ad share.
8 min read
Muse Image lands in Advantage+ creative
Meta is rolling Muse Image into Advantage+ creative. What automated generation buys in volume, what it costs in brand control, and which assets must stay out.
8 min read
Meta Pulled Its Instagram AI Feature in 3 Days
An Instagram feature that auto-enrolled every public account lasted 72 hours. Five checks to run before you build a workflow on a brand-new platform feature.
8 min read
Milk a format until the numbers say stop
Most working formats get retired on boredom, not data. Plot a decay curve per format and use a rolling median to tell one dud episode from a spent shape.
9 min read