meta-model-api

Read your field from the photos of a walk, with Meta's models (SAM 3.1, Muse Spark); records kept at home as plain text. A Flet phone app, a command line and an MCP server.

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.

Groundwork: a desktop app for researchers who write from papers, notes and web pages. Muse drafts only from your library, and every citation is checked against the quote on its source page.

Scan what you own, decide what it can become, find the missing piece on Marketplace, or prepare what you let go. Meta Model API. Meta Global AI Developer Hackathon entry. Live demo (temporary): orphan-parts.pages.dev

An AI maths companion for handwritten homework. Spot mistakes, get helpful hints, and learn from your corrections 🐤

Music videos, written in code, directed by AI — a chat-to-build three.js studio powered by Meta Muse Spark.

STVI: an experimental prototype that checks whether verification evidence supports confidence in software. Meta Model API hackathon entry. Includes the failures.

One command finds where your simulator misbehaves: learns normal runs, hunts failures, shrinks each to the smallest case. Plain code decides every verdict; a Muse Spark agent explains failures. C++, MIT.

PIVOT - film a room, ask if furniture fits: SAM 3.1 + Muse agent with verified 3D geometry. 0/36 false claims vs 15/36 for Muse alone. Meta Global AI Hackathon 2026

Meta-powered evidence review workspace that helps oral cancer researchers trace claims to exact passages through bounded retrieval, source checks, and human review.

Terminal-native security investigations with Meta models and real MCP tools. Import logs, inspect evidence, export reports and resume cases.

The AI pipeline around a ship-planning engine, as an app: Muse Spark reads the cargo papers, a locally fine-tuned Muse Glimmer 30B reads the planner's words into rules, the engine plans and a full checker decides. Research pilot on synthetic ships and cargo.

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.

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.

Photograph a garment flat next to an A4 sheet; get a printable sewing pattern, a cutting layout, a size decision and an alteration order. Meta Global AI Developer Hackathon 2026, Build for Your World.

Evidence-backed object histories from short fixed-camera video. Follow one object, answer questions with claims linked to the original frames, and say so when the footage doesn't show what happened. Built on Meta SAM 3.1, Muse Spark and Muse Wonder.

Evidence-first review workspace for bounded Python repair proposals, with recorded Meta Model API evidence and offline rechecks.

Stops AI agents from being hijacked by prompt injection hidden in untrusted data — quarantine + action-gating, 0% attack success.

Proof & Demo: a demo companion for solo builders. It plans the storyline, checks screen recordings with Meta’s Muse Spark, boxes personal details locally, writes and checks narration, and cuts a labelled video that ends on a proof card. Its own hackathon demo was cut by itself.

Noa, the relationship AI that remembers the little things and helps you show up. Built with Meta Muse Spark, Muse Spark Open on Baseten, and Muse Code for the Meta AI Hackathon.