Human In The Loop
Project Concept
TL;DR: AI agents that facilitate breakthrough conversations FOR humans.
using 2-3 voice agents
solve any problems any humans face
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The name Human in the Loop reflects the fact that
1) breakthrough always starts with the person - sharing their situation, goals, or dilemma - while the AI agents operate autonomously around that input.
The agents explore, probe, and challenge your thinking, BUTTT you remain the source, the driver, and the beneficiary of the insight.
The loop exists because your input changes the agents’ direction, and their output changes your thinking.
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The Problem
Important conversations stall because we can’t see past our own perspective.
We need breakthrough dialogue but lack access to skilled facilitation.
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Our Solution
Two AI agents collaborate as your thinking partners:
The Guide (warm voice) - Expands your thinking, asks clarifying questions, creates safety
The Challenger (sharp voice) - Refines your view, surfaces blind spots, pushes for action
Good cop, bad cop—both working to help you see what you couldn’t see alone.
How You Can Contribute
Coding: Real-time voice processing, agent orchestration logic, UI improvements, document generation
Ideas: New use cases, techniques to encode, testing & feedback
Expertise: managers (validate impact)
We prioritize working demo over perfect architecture—plenty to optimize once concept is proven.
Use Cases
- Career Decisions: Stuck between two offers? Guide explores your values, Challenger questions your assumptions. Leave with clarity.
- Team Conflicts: Two colleagues at impasse. Guide creates safety, Challenger names what’s unspoken. Resolution in minutes.
- Strategic Planning: Leadership going in circles. Agents surface the real disagreement hiding beneath surface debates.
Goals
Facilitate breakthrough conversations where you leave realizing something important.
Make world-class coaching accessible to everyone.
Tech:
ElevenLabs voices + simple orchestration. Not fancy, but functional.
Entry
Status: Submitted
Last saved: December 11 at 9:41 PM +04
Team Roster
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Khuyen Bui Team Lead RSVP Approved
Founder at Enriching.world
Peter Bobov RSVP Approved
AI Automation Product Manager at Yango