AI Negotiator Showdown: Build, Bargain, and Battle for Profit
Ever wondered how AI could outsmart human negotiators? At the AI Negotiator Showdown, you won’t just write code—you’ll give it a personality. We challenge you to craft AI agents that negotiate, bluff, and bargain in real-time to score the best deals on real-world goods like premium Alphonso mangoes and other perishables.
This is a high-stakes clash of strategy, wits, and coding skill. Will your agent be a cutthroat trader, a charming diplomat, or a data-driven mastermind? The marketplace is calling—step up and dominate!
Quick Start Guide
Ready to dive in? Here’s your playbook:
- Assemble Your Squad: Gather a team of 2-4 members.
- Craft Your Agent’s Persona: Pick an archetype or invent a standout original.
- Code Your Strategy: Build the brains behind your agent’s deal-making tactics.
- Submit Your Agent: Enter your creation into the tournament.
- Compete Live: Watch your agent take on rivals in real-time battles!
The Game: Rules of Engagement
The heart of the showdown is a head-to-head negotiation game—simple rules, endless strategies:
- Two Roles: One agent is the Buyer, the other the Seller.
- Hidden Information: Sellers have a secret minimum price, Buyers a secret maximum budget. Your agent only knows its own limits, forcing it to outmaneuver the opponent through strategy and persuasion.
- Time Limit: 3-minute rounds keep the pressure on.
- The Goal: Strike a deal that maximizes profit (Seller) or savings (Buyer).
How You Win: The Scoring System
Your agent’s success hinges on three metrics:
Category Weight Description
Profit / Savings 40% The heart of the game. How much value did your agent lock in?
Character Score 40% Stay true to your persona! Points for consistent personality in every move.
Speed Bonus 20% Close a great deal fast, and rack up extra points.
- No Deal Penalty: Fail to agree in time? Both agents score 0. Always have a fallback!
The Tech Stack: A Level Playing Field
Fairness is key—all teams work with the same tools:
- Model: Use the provided Llama-3-8B model via our API.
- API: A simple endpoint handles all negotiation messages.
- Implementation: Extend our Python base class to define your agent’s personality and tactics.
Why? This keeps the focus on your strategy and coding—not model access.
Choose Your Agent’s Persona
What’s your agent’s vibe? Start with an archetype or go bold with your own:
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The Aggressive Trader: Drives hard bargains, fakes urgency, and drops “take-it-or-leave-it” bombs.
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The Smooth Diplomat: Wins with charm, collaboration, and win-win pitches.
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The Data-Driven Analyst: Crunches numbers, cites market trends, and negotiates with logic.
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Creative Wildcard: Invent a unique persona—bonus points for originality and flair!
The Marketplace: Real-World Goods
Your agents will haggle over goods where every detail counts:
- Primary Goods: Mangoes (e.g., Alphonso, Kesar, Banganapalli, Malgova).
- Negotiation Points: Grade (A, B, Export), Origin (e.g., Ratnagiri, Salem), Ripeness, Order Size (kg/ton), Seasonality.
- Versatility: Design your agent to adapt to spices, coffee beans, or exotic flowers too.
Tournament Structure
A two-day showdown packed with action:
- Day 1: Round Robin
Every agent battles every other as Buyer and Seller. Top 50% advance.
- Day 2 Morning: Elimination Rounds
Single-elimination, best-of-3 matches to narrow the field.
- Day 2 Afternoon: Grand Finals
The top four agents clash in a live-streamed, multi-party negotiation showdown!
A Glimpse of the Action
Here’s a taste of a mango deal in play:
- Item: 100 Boxes of Grade-A Alphonso Mangoes
- Seller Min: ₹1,50,000 | Buyer Max: ₹2,20,000
- Seller (Aggressive): “Fresh Ratnagiri Alphonsos, ₹2200/box market rate. For you, ₹2100—two buyers are waiting.”
- Buyer (Analytical): “Wholesale’s ₹1750 today. I’ll offer ₹1,92,500, factoring peak supply.”
- Seller: “Export-grade! ₹2,00,000, final offer.”
- Buyer: “Your rush suggests freshness pressure. ₹1,95,000—deal?”
- Seller: “Done. ₹1,95,000.”
Frequently Asked Questions
- Q: Can we use other APIs or models?
A: No, stick to the Llama-3-8B API for a fair fight.
- Q: What if negotiations stall?
A: No deal in 3 minutes = 0 points. Plan to close!
- Q: Do we know our own limits?
A: Yes, but your opponent’s are hidden.
- Q: Can teams mix skill sets?
A: Definitely! Coders, strategists, and domain experts make a killer combo.
Good luck—may the sharpest negotiator win!