Audio Plugin that lets hands, fingers, face and head act as a playable control layer for the plugins producers already own.
Autonomous Visual Architecture Governance & PR Boundary Audit Agent. Couples Meta SAM 3.1 visual diagram perception with Meta Model API (Muse Spark) semantic code reasoning to eliminate architectural drift across microservices.
Pinneds: your stuff, pinned together. Friends' photos become cut-out pins on a shared board; anyone remixes everyone's pins into a new scene that credits whose things are in it. Meta Model API: Muse Spark, SAM 3.1, Muse Image, Muse Voice Transcribe. Meta Global AI Developer Hackathon 2026, Indie track, Build for Your World.
Photo-to-cutting-plan workbench: Meta SAM 3.1, reviewed remnant inventory, hole-aware nesting and software-verified CNC output.
TakeState turns product photography briefs into visual acceptance tests. Built in Python, it uses Muse Spark 1.3 to parse spatial instructions and Meta SAM 3.1 to segment objects, then applies deterministic mask centroid geometry to verify placement, providing visual evidence, correction hints & PASS / FAIL / UNABLE TO VERIFY verdicts.
A self-verifying AI image generation agent using Meta's Muse Spark, Muse Image, and SAM 3.1. Deterministic Python code verifies object counts and spatial constraints, prompting the image model to self-correct. Includes a rigorous, human-audited evaluation of verifier reliability.
FOROS — Talk to Robots: Multimodal Spatial Reasoning (muse-spark-1.3), Workcell Perception (sam-3.1), Voice Control (muse-voice-transcribe-1.0), and 12-Protocol Industrial Robot Compiler
Agentic AI field maintenance copilot. SAM 3.1 detects a defect, Muse Spark diagnoses it and logs a resolved work order. Built for the Meta Global AI Developer Hackathon, Push the Frontier.
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