# KingdomDev

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Joseph Fiah](https://cerebralvalley.ai/u/KingdomJoe)
- **GitHub:** https://github.com/KingdomJoe/Real-Or-Not.git
- **Demo video:** https://youtu.be/Xq7yDcZTdPY
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4993

The most dangerous deception on the internet today is no longer "100% fake AI slop." It is 90% real media with a 10% surgical edit: an authentic street video where a single sign was altered via diffusion inpainting, a live Zoom or Google Meet call where 4 seconds of speech switch to an AI voice clone, or a 100% real clip from years ago stripped of context and reposted to manufacture outrage.

Existing AI detectors fail everyday people for two reasons:
1. They treat media as a binary whole-file guess—dumping intimidating forensic jargon ("spectral kurtosis", "ELA residuals") or an unexplainable percentage on the user without pinpointing WHICH pixel, object, or audio second was manipulated.
2. They trap verification inside isolated web tabs, forcing users to download heavy video files instead of meeting them where they actually consume media.

RON (Real or Not) is a multimodal media authenticity platform and ambient screen companion built around a single philosophy: "Daylight Trust" (radical, plain-English simplicity upfront) backed by an "Optical Forensic Darkroom" (deep, verifiable pixel, acoustic, and provenance math on demand).

Core Architecture & Two-Pillar Experience:
1. The Universal Link & File Dissection Stage: Users paste a link (YouTube, TikTok, X) or drop a video, photo, or audio file into a single command bar. By default, RON bans technical jargon and delivers a clear, human-first verdict ("Real", "Real, Just Filtered", "Partly Changed by AI", "Real Video, Twisted Story", "Made by AI", or an honest "Not Sure — Too Compressed" when heavy social re-compression destroys forensic evidence).
   - Pinpoint Visual & Voice Slicing: Instead of vague whole-file labels, RON outlines the exact altered region on the video/image frame and slices the audio waveform into 3-second clickable segments—showing the exact moment a real human greeting switches to a synthetic voice clone.
   - Dual-Meter Separation (Media Integrity vs. Story Context): Because a 100% real video can still push a fake narrative, RON separates physical file integrity (Meter 1) from web provenance (Meter 2), delivering a zero-filler "Origin, Evolution, and Reality Check" briefing backed by live, clickable web citations.
   - Progressive Disclosure ("[ Show Proof ]"): One click unfolds the Optical Forensic Darkroom—unlocking a 60FPS interactive X-Ray Loupe (Error Level Analysis, 2D Fast Fourier Transform spectra, and 1-bit halftone anomaly masks), binary C2PA/IPTC header inspection, and full model telemetry.

2. "Ronnie" — The Zero-Install Floating Screen Avatar: Using the Chromium Document Picture-in-Picture API and WebAudio PCM stream capture, Ronnie floats unobtrusively over YouTube, X, or live Zoom/Google Meet calls. When activated, Ronnie samples live video keyframes and 16kHz audio in real time, shifts its expressive aura color, delivers a 1-sentence heads-up, and teleports the live capture straight into the main RON workspace via Convex and BroadcastChannel sync.

## More from Meta Global AI Developer Hackathon

- [handoff.lol](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4990)
- [Voluma Bio](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4991)
- [Mosebetsi AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4992)
- [Arkinous](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4994)
- [Edson Vladimir Sosa Sacari](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4995)
- [HamzaHacks07](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4996)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4993. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt