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AI Engineering Visualized
Trends
- 1New Approach Turns AI-Generated Videos Into Verified Physics SimulationsโผVideo 2 Physics: Turning AI Videos into Verified Simulations
A method called Video 2 Physics aims to convert AI-generated videos into physics simulations that can be verified against real physical laws. The idea addresses a known weakness of generative video models, which produce realistic-looking motion that often ignores physics. By extracting and validating the underlying dynamics, the approach could make AI video output useful for engineering and scientific work. Details about who developed it and how well it performs remain limited.
- 2AI Engineering Visualized ebook bundle featured on LeanpubโAI Engineering Visualized: Volumes 1 & 2 by Prateek Singh is the featured bundle of ebooks ๐ on Leanpub! From one prompt
Prateek Singh's two-volume ebook bundle "AI Engineering Visualized" is being featured on Leanpub. The books follow a single project from writing a first prompt to building an AI agent trusted with real tasks, with Volume 1 covering foundations and Volume 2 covering agents, using a visual, illustrated format. Readers interested in hands-on AI engineering are picking it up as a practical way to learn the workflow end to end.
- 3USecVisLib 0.6 released with new SVG engine and AI threat modelingโUSecVisLib 0.6 is out ๐ Open-source security visualization: a new SVG engine, drift between attack-graph versions, MITRE
The open-source security visualization library USecVisLib has shipped version 0.6, adding a new SVG rendering engine, detection of drift between attack-graph versions, and support for MITRE ATLAS kill chains and MAESTRO threat models for agentic AI. The release also bundles an MCP server exposing 65 tools. The project is available on GitHub, and early reactions in the infosec community have been positive about its breadth.
- 4Film recommendation engine grades 19,846 movies on 615 taste axesโ19,846 films graded on 615 taste axes (554 story + 61 visual). Give it three films you love โ it finds where those axes
The Long Tail, an AI film recommendation service, has graded 19,846 films across 615 taste dimensions, split into 554 story attributes and 61 visual ones. Users name three films they love, and the system identifies where those dimensions cluster to suggest lesser-known titles to watch next. Its makers call it the best film recommendation engine in the world and are inviting people to submit their three favourite films to test it.
- 5VAST Open-Sources EdenLive Real-Time Game Rendering ModelโผVAST Open-Sources EdenLive, a Real-Time Model That Renders Simple Game Footage as Detailed Video
AI startup VAST has released EdenLive as open source, a real-time model that takes basic game engine footage and renders it as detailed, high-fidelity video. The move lets developers and creators run the technology themselves, and it is drawing attention for the implications it could have for game graphics, live streaming and content production workflows.
Repos
- JuneYaooo/rea-video Reverse-engineer any video, shot by shot: filmed, AI-generated or coded, and how to remake it. Breakdowns in the open VI
- storytold/artcraft ArtCraft is an intentional crafting engine for artists, designers, and filmmakers
- Comfy-Org/ComfyUI The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local infer
- SeeRay11/OpenFlow OpenFlow โ a visual builder for multi-agent AI workflows, built on the opencode engine