INTERLOCK
INTERLOCK is the agentic orchestration layer for deepfake forensics at the moment of authorization — for any high-stakes voice or video call.
Core trick
Six parallel model sub-agents analyze a live call's frames and voice, and a 3-of-6 consensus gate triggers a wire freeze.
Description
INTERLOCK is the agentic orchestration layer for deepfake forensics at the moment of authorization — for any high-stakes voice or video call. When a deepfake CEO impersonates a real executive on Google Meet to authorize a wire transfer — the exact scenario Arup faced in Hong Kong, January 2024, losing $25.6 million in fifteen transfers — INTERLOCK orchestrates a Council of specialist signals, gates on consensus, and publishes a verdict event the bank's risk system acts on.
The Council is six Gemini 3.5 Flash sub-agents — Frame Forensics, Voice-Print Cross-Match, Reverse Provenance (Search-grounded), Counter-Strategy, Regulatory Precedent (Search-grounded), and Injection Guard — fanning out in parallel from an Antigravity Managed Agent orchestrator. Frame Forensics and Voice-Print are designed as adapters that wrap specialist detectors via Antigravity sandbox tool calls — Modulate Velma (1.1% EER · HF Speech Deepfake Arena #1), Resemble DETECT-3B Omni (97.4% accuracy), Pindrop Pulse (secures 8 of 10 largest US banks). We are the diagnostic laboratory; they are the microscopes. A verdict aggregator gates on 3-of-6 consensus; no single sub-agent can block or override. The same architecture defends wire confirmations, hiring interviews, claim assessments, and KYC re-verification calls — voice or video.
Containment runs as a real `interactions.create({base_agent: "antigravity-preview-05-2026"})` sandbox interaction. The sandbox executes Python that signals the bank's wire-freeze workflow, locks the CEO account through the bank's existing risk pipeline, and drafts an SEC 8-K Item 1.05 disclosure Search-grounded against EDGAR precedent (Microsoft 2024-01-17 Midnight Blizzard). INTERLOCK never debits — the bank's existing infrastructure acts on the verdict, same deployment model as CrowdStrike or Pindrop. Every irreversible action runs in a sandboxed env_id with a surfaced interaction_id — auditable, replayable, never autonomous.
Architectural orientation: the Vector Institute's May 15 2026 "Generalization Illusion" report — SynthForensics benchmark shows 29.19% mean AUC drop for SOTA detectors against novel diffusion generators. Standalone media forensics is fragile; orchestrated consensus above multiple diverse specialists is the architectural answer. Six sub-agents in parallel; verdict aggregator + comms layer sequential after consensus — eight total Gemini 3.5 Flash calls per detection. Built solo in 13 hours.
README excerpt
# INTERLOCK > **Deepfake forensics at the moment of authorization — voice OR video.** > Six `gemini-3.5-flash` sub-agents fan out in parallel from an Antigravity Managed Agent orchestrator (`antigravity-preview-05-2026`). A verdict aggregator gates on 3-of-6 consensus, then containment runs in a sandboxed Linux interaction that signals the bank's wire-freeze workflow and drafts an SEC Form 8-K Item 1.05 disclosure — Search-grounded against EDGAR for the canonical Microsoft 2024-01-17 Midnight Blizzard precedent. > > Built for the **Google I/O Hackathon** (Cerebral Valley × Google DeepMind), Shack15 SF, May 23, 2026. > > **Live demo:** https://interlock-mu.vercel.app/meet --- ## The threat In January 2024, the engineering firm Arup wired **$25.6 million** to a deepfake CEO over a Google Meet call. Fifteen transfers. Hong Kong ([CNN coverage](https://www.cnn.com/2024/05/16/tech/arup-deepfake-scam-loss-hong-kong-intl-hnk)). The Arup attack is one of many, and the trend is steep: - **+2,137%** growth in deepfake fraud incidents 2024 vs 2021 (Signicat) - **+1,600%** surge in deepfake vishing attacks Q1 2025 vs Q4 2024 (Pindrop) - **1-in-127** calls to contact centers now flagged as synthetic (Pindrop, 2025) - **$40 billion** in projected gen-AI-enabled US fraud losses by 2027 (Deloitte CFS, 2024) - **300+ US firms** unknowingly hired North Korean operatives through deepfake video interviews (DOJ, May 2024) — including KnowBe4 - **31%** of hiring managers personally encounter