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4 slides9:15EN
Matthew Berman· Aug 17, 2026Six Open-Source Projects for Local AI, Agents, and 3D DesignMatthew Berman · Forward FutureMatthew Berman tours tools for running and training models, giving agents new skills, coordinating work, browsing, and generating 3D meshes.Open-source ecosystemsAgent skillsLocal inference+2
3 slides5:55EN
Matthew Berman· Jan 2, 2026Turning Images into 3D Models with Meta SAM 3DMatthew Berman · Forward FutureMatthew Berman demonstrates object extraction, body reconstruction, and a 3D-printing workflow in Meta's SAM Playground.Computer VisionGenerative mediaOpen-source ecosystems
2 slides5:53EN
Matthew Berman· Jul 18, 2023Petals: Distributing Large Language Model Inference Across DevicesMatthew Berman · Forward FutureIn 2023, Matthew Berman explains Petals as a way to use large models through a network of participating computers rather than loading every layer on one device.Distributed training & inferenceLocal inferenceInference+2
6:49EN
Matthew Berman· Jun 21, 2023Reddit’s API Changes, AI Training Data and the Open InternetMatthew Berman · Forward FutureMatthew Berman argues that the 2023 Reddit API dispute exposed tensions between AI data demand, third-party developers and the people who create online content.Open-source ecosystemsData quality & curationPrivacy & data governance+2
5 slides7:37EN
Matthew Berman· May 25, 2023Smol Developer: Generating a Small Python Project From a PromptMatthew Berman · Forward FutureMatthew Berman walks through a 2023 project generator, from a simple Ruby example to a multi-file ChatGPT API program.Software engineeringCoding agentsDeveloper productivity+1