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TorchCodec 0.14 adds HDR video decoding for CPU and CUDA, along with a fast WAV decoder, enabling efficient conversion of video and audio data into PyTorch tensors for ML workflows.
An autonomous AI agent from depthfirst discovered 21 zero-day vulnerabilities in FFmpeg, including a network-reachable RCE via a single 183-byte packet, for only $1,000 in compute costs; the find highlights the disparity between automated bug finding and patching.
User @leeoxiang tried to give domestic users a video editing skill based on Claude Code and hyperframes, only to find that network restrictions and insufficient capability of domestic large models caused installation and code generation failures, reflecting the obstacles domestic users face in using advanced AI tools.
Vex is an open-source terminal-based AI video editing agent that uses LLMs as planners and deterministic tools (FFmpeg, Whisper) for actual edits, enabling natural-language editing commands with local-first, scriptable workflows.
Vex is an open-source CLI agent harness that lets users edit videos via natural language commands, automating tasks like silence removal, b-roll addition, and visual generation.
video-use is an open-source tool that lets you edit videos using Claude Code, automatically cutting filler words, color grading, burning subtitles, and generating animations, all through a chat interface.