meta-ai-hackathon

Zero-knowledge secrets and persistent memory for AI agents.

The AI-native 3D game engine where agents code, build, and test games live on the canvas. Powered by React Three Fiber, WebGL, and Model Context Protocol (MCP). Works everywhere from mobile browsers to native desktop. 🎯

Got a pile of old planks, plywood or sheet metal? Snap one photo and RecupBuild turns it into a build plan.

Assistant personnel desktop pour Ubuntu : voix, mémoire, actions sous contrôle. Meta Global AI Hackathon 2026

AI creator studio on Meta's Muse models. Drop a video for titles, captions and a hook, and approve each comment reply before it posts. Built during the Meta Global AI Developer Hackathon. Open source (MIT).

Verdara: Spatial Climate Intelligence & Autonomous 3D Eco-District Twin

Span-level prompt-injection guard for AI agent tool traffic: strip the attack, keep the data. Built for Meta Global AI Hackathon 2026 — fine-tuned open-weights span model, committed benchmarks vs Llama Prompt Guard 2.

GitHub issue in, tested pull request out, for Python + pytest repos. Muse Spark writes and polishes the fix, the tests decide in a Modal sandbox, and Muse Wonder tries to break it.

Precision load intelligence for disaster debris removal. Video-verified volumetric tickets & defensible FEMA audit records powered by Meta SAM 3.1 (spatial segmentation), Muse Spark 1.3 (multimodal OCR & fill estimation), and Muse Voice (audio radio calls). Built for the Meta Global AI Hackathon 2026.

The web side of Canopy: the graphs catalogue (graphs.univerlab.org) and remote control (remote.univerlab.org)

SwiftAid | AI-Powered Community Disease Surveillance and Early Outbreak Intelligence

KryomCode is a Meta AI-powered desktop coding and scientific research platform — turning research and ideas into software through an evidence-driven workflow: Research → Understand → Plan → Review → Execute → Verify. Research with evidence. Build with intent. Verify with confidence.

Agentic robot cell: a Muse Spark agent drives a reBot Arm B601-DM that picks injection molded parts, SAM 3.1 counts their levers in a close-up, and each part goes into the good or bad box. Real hardware, safety rules in code. Meta Global AI Developer Hackathon 2026.

AI-assisted room planning: Meta Muse Spark proposes layout changes, deterministic geometry checks spatial constraints, and procurement tools turn confirmed designs into purchase schedules and custom-fabrication plans.

Local-first MCP server that turns software with no integration into permissioned, verified, replayable workflows. Planner runs on Meta Muse Spark.

Plans fall apart when people disagree. Setvia uses Meta AI to understand everyone's concerns, find hidden conflicts, negotiate better options, and help groups reach decisions that work. Built for the Meta AI Developer Hackathon 2026.

Evidence-aware visual causality and physical-action verification system for Meta Global AI Developer Hackathon 2026.

AI Social Media Commercial Studio (BYOK) - 10s, 20s, 30s, 60s commercials for social media platforms. No subscription. Built during the Meta Global AI Developer Hackathon 2026

Red Flag: an AI agent that investigates suspicious texts, emails, screenshots and voicemails and shows its proof. Meta Global AI Hackathon 2026, built on Muse Spark.

Researching autonomous game playtesting and QA using Meta AI models, with ViZDoom as the experimental environment.