Video · Matt Wolfe ·
6 AI Updates Worth Knowing & A Bubble-Bursting IPO

Video · Matt Wolfe ·


VideoMatt Wolfe
In a 'show me your workflow' episode, Matt Wolfe interviews builder Nate Herk about three AI workflows he uses daily. First, an automated short-form video editing workflow built with Claude Code that Herk says can produce around 20 reels in a single morning, handling ideation, scripting, B-roll selection, and AI-generated video. Second, an AI expert panel called The Roast Room used to make better decisions. Third, an AI social media manager that researches, creates, and publishes Instagram content. Herk explains his approach to building 'skills' by reverse-engineering proven work and using a 'golden dataset' (like model evals) to guide output, noting AI still lags behind humans in music and sound design.

VideoMatt Wolfe
Matt Wolfe reports that Chinese lab Moonshot AI has released Kimi K3.1 Pro, an open AI model that reportedly built video game demos—a racing game, a zombie shooter, a parkour game, and a medieval town—on its own in real game engines like Unity, Unreal, and Blender. Artificial Analysis ranks the model fourth among all models it tests, and on a coding benchmark it finishes less than a point behind Anthropic's Claude Opus 5.5, at roughly half the price of Opus and about 15th the price of a GPT-6 Astra model. The full model releases November 4 and can be downloaded and run on a company's own servers.

VideoMatt Wolfe
A weekly AI news roundup. Key items: Anthropic introduced Claude Duet, a proactive personal assistant agent that takes initiative, uses tools, and connects to apps such as Gmail, Slack, QuickBooks, Stripe, Gusto, LinkedIn, DocuSign, HubSpot, Canva, and Shopify; it ships with a dedicated safety classifier to guard against leaking sensitive data and is available to Pro and Max subscribers on a waitlist. It is positioned alongside ChatGPT's Dots, Meta's Muse, and xAI's Grokbot. A roughly 20-year-old PHP vulnerability was reportedly identified before attackers could exploit it by an OpenAI model; patching took some websites temporarily offline, and Cloudflare reported a massive surge in exploitation attempts after the disclosure, with a security firm calling it among the most severe vulnerabilities in software history. Railway reported a security breach in which an unauthorized party may have accessed encrypted environment variables, potentially exposing API keys that could be charged against their owners. The roundup also references OpenAI's 'Patch the Planet' initiative and briefly mentions Ideogram's new vector model and ElevenLabs' Chimera.

VideoMatt Wolfe
In this AI news roundup, Matt Wolfe shares lesser-known AI developments. Fish Audio released Drama 3, a text-to-speech model that lets users direct performances in plain English using bracketed stage directions, word-specific effects, sound effects, and multiple voices; it tops Artificial Analysis on pronunciation (scoring above 11 Labs and SpaceX's model) but ranks lower on preference tests, is open-weight (36 billion parameters) on Hugging Face, needs substantial VRAM (roughly 46 GB, or about 32 GB with a community 4-bit quantization), is free for commercial use under $500,000/year revenue, and its API is $10 per million characters now, rising to $50 after November 12. BytePlus (Bite Dance) released OmniHuman 2.0, which generates talking, singing, or acting video from a single image and audio track, now up to five minutes in one continuous shot (versus 60 seconds before), in 720p, with text prompts to control camera moves, and it works on humans, cartoon characters, and animals; pricing dropped from 12 cents to 7 cents per second (about $21 for a full 5-minute video). Tencent Arc Lab released WorldCrafter, a world model that generates navigable video worlds from a single image or line of text. The video also lists additional resources including Matrix Game 4.0, NVIDIA StreamRender-H3, and an Odyssey update.