Ensemble Consensus Reasoning with Gemini 3 | Intent Drift Radar Demo

🚨 The Problem

Long-running AI agents fail when user intent changes gradually.
The agent keeps executing the original plan — causing wrong actions, wasted effort, and broken trust.

Intent Drift Radar solves this by turning intent change into a deterministic, auditable signal.

🧠 What This Demo Shows

Temporal intent reasoning over a 5-day signal timeline

Deterministic drift decisions (not chat output)

Machine-readable drift signatures for agent orchestration

Evidence traceability — every decision links back to specific days

Interactive auditability via timeline ↔ evidence highlighting

🔥 Killer Feature: Ensemble Consensus Reasoning

This demo highlights ensemble consensus reasoning, a feature rarely seen even in production systems:

Runs 3 parallel Gemini 3 analyses (low / medium / high thinking)

Computes majority-vote consensus

Aggregates evidence by agreement level:

3/3 agreement

2/3 agreement

1/3 disagreement

Exposes where models agree and disagree, transparently

➡️ 3 models → 1 decision, with full explainability.

🧩 Why This Matters for AI Agents

With Intent Drift Radar, downstream agents can:

Pause execution

Re-plan workflows

Ask clarifying questions

Escalate to a human

—all based on evidence-backed intent change, not guesswork.

This is infrastructure for the next generation of long-horizon AI agents.

🏗️ Tech Stack (Production-Grade)

Model: Gemini 3 (primary + automatic fallback)

Backend: FastAPI (Python)

Frontend: React + TypeScript

Infra: Google Cloud Run + Terraform

Reliability: Timeouts, retries, structured validation, ensemble degradation

Output Guarantees: 5-layer schema enforcement + post-processing guardrails

🔗 Links

🌐 Live Demo (No Login): https://intent-drift-radar-2jxc3vgkpa-nw.a.run.app

📦 GitHub: https://github.com/prabhakaran-jm/intent-drift-radar

🧪 Ensemble API: /api/analyze/ensemble

🏆 Hackathon Context

Built for the Gemini 3 Hackathon to demonstrate what’s possible on top of Gemini —
not just what Gemini can say, but how it can power reliable decision systems.

Видео Ensemble Consensus Reasoning with Gemini 3 | Intent Drift Radar Demo канала Infinite Cloud Learning