Canva's Craft Plans the Poster Before It Paints It
Canva's first in-house image model writes a composition plan, then renders it. The template-trained data is the real advantage, and the missing reference image support is the real limit.
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Ai
327 articles
FLUX 3 Max Renders 10 Seconds of Video in 11. The Benchmark Has an Asterisk.
Fal post-trained FLUX 3 for speed and got a 1139 Elo claim out of it. The vote count is preliminary, the confidence interval overlaps the leader, and the 75% discount runs three weeks.
Blinking Isn't Proof Anymore: AI Video Beats Face Scans
Two convictions in Hangzhou and Changsha show that a fifteen-second generated video plus tampered camera data was enough to clear face verification and reset a payment password.
China's Double Ninth AI Film Got 320 Million Views. The Science in the Pitch Doesn't Hold Up.
A ninety-second generated film for the Double Ninth Festival turned old photographs into paired memory scenes. The format is about to become a product category, and the marketing is already sloppy.
A Trading Firm Made of LLM Agents Has 117,000 Stars. Read the Disclaimer.
Analysts, a bull, a bear, a trader, a risk team, a portfolio manager. The org chart is the architecture, and the README's caveat about nondeterminism is the most important line in it.
225,000 Stars for One Markdown File: Karpathy's Complaints Became Four Rules.
No code, no build step, no benchmark. Four principles in a single CLAUDE.md, and more stars than most capability releases this year. That gap is the story.
Cloudflare Open-Sourced the Auditor It Runs on Itself. The Point Is That It Argues.
Six phases, three verdicts, and one rule that matters: the agent that checks a finding is never the agent that found it. Cloudflare also admits a single run finds about half.
Impeccable Catches AI Slop With 62 Rules That Don't Need a Model.
Inter everywhere, purple gradients, cards inside cards. A design skill for coding agents ships 24 commands and 62 deterministic detector rules that run in CI without a single token.
A Fan Remade a 1983 Wuxia Classic With AI. Viewers Said It Beat the Remake.
A Weibo topic claiming the AI version of The Legend of the Condor Heroes looks better than the live-action remakes is not a claim about acting. It's a claim about production standards.
Graphify Turns a Folder Into a Knowledge Graph. The 71x Claim Needs Context.
Point a coding agent at a folder, type /graphify, get a graph with edges labelled extracted, inferred, or ambiguous. The tagging is the interesting part, not the token savings.
FLUX 3 Klein Says 8 GB of VRAM. The File Sizes Say Otherwise.
Black Forest Labs' 5.6B open-weights model claims to run on 8 GB. Adding up the component files gives you a different number, and the gap explains a lot about local image generation.
The Monkey Didn't Save the Dog. The Tears Were Still Real.
A generated video of a monkey rescuing a dog from floodwater reached Weibo's tech chart in October. The sequence that followed — moved, suspicious, verified — is now the default.