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  1. Bonsai 2 27B: Near-Lossless Compression in a 9x Smaller Footprint

    Ternary Bonsai 2 27B is a new multimodal LLM based on Qwen3.8 27B, utilizing ternary weights for a 5.9GB model footprint. It achieves over 9x compression while retaining 98.2% of the full-precision model's aggregate benchmark performance across various tasks. This enables highly capable 27B-class models to run efficiently on local devices.

    Hacker News front pageprismml.com5 minreleaseHN579198lobste.rs12
  2. TrackEverything: Long Horizon Dense Tracking via De-Duplicating 3D Scene Representations

    TrackEverything is a novel 3D point tracker that overcomes the trade-off between sparse long-horizon tracking and dense short-clip tracking. It represents videos as persistent 3D scene tracks, scaling with unique physical geometry rather than video duration, and achieves dense tracking for over 1000 frames within 40 GB of GPU memory.

    Hugging Face Daily Papersarxiv.org1 minpaper
  3. LEGO-Anything: Coding Agents for 3D Scene Reconstruction

    LEGO-Anything is an Image-to-Code framework where a coding agent iteratively writes and executes Blender code to reconstruct 3D scenes from single images. It introduces LEGO-Bench for evaluation, showing GPT-6-astra performs best but struggles with scene initialization and self-evaluation, which LEGO-Plugin helps mitigate.

    Hugging Face Daily Papersarxiv.org2 minpaper
  4. On-Demand Masked Sessions with Twilio Proxy, Voice and Serverless

    A step‑by‑step tutorial showing how to build a Just‑in‑Time masked‑call workflow with Twilio Voice, Proxy, and Sync, using a two‑bounce out‑of‑session pattern to collect a tracking code via IVR, resolve the counterpart’s number, stash it in Sync, and auto‑create a Proxy session on the fly—all deployed as Twilio Serverless Functions.

    Twiliotwilio.com18 min