’El ’emet

@Dealer at a hedge fund and it’s my dream job.

[Linda M. @PGTAnalytics]

A few days ago I posted a tiny prototype of my AI Debate Arena.

Back then it was basically:

AI talks 🤝 AI replies 🤝 The end.

Today it's evolved into something far more chaotic.

🚬🚬 Live AI Debate Arena v2

Cast:

🤖 Claude → Technical Architect
🧠 Qwen → Product Strategist
🦙 Llama → Professional Contrarian / Devil's Advocate
⚖️ GPT 5.5 → Judge, Jury and occasionally Therapist
New features:
✅ 5-stage debates
✅ Models challenge previous arguments
✅ AI Judge scores every participant
✅ Winner announced at the end
✅ PDF transcript export
✅ Live speaking effect
✅ Improved UI

For this demo I asked:

"Who is better positioned to dominate AI by 2035: China or Google?"

What followed was 5 rounds of AI models confidently explaining why they were right, followed by Llama explaining why everyone else was wrong.
Meanwhile GPT 5.5 had to sit through the entire debate, review the evidence, score the participants, and decide who actually made sense.
It's basically:
🎤 AI podcast
⚔️ Debate club
📚 Research assistant
🎭 Reality TV
all running inside a terminal window.
The most interesting part wasn't the final verdict.
It was watching the models expose each other's assumptions, challenge weak arguments, and occasionally wander into unexpected directions before being dragged back by the judge.

Claude Won !!

Next upgrades:

🔹 Gemini joins the arena
🔹 DeepSeek joins the arena
🔹 Voice mode
🔹 Podcast generation
🔹 Web version
🔹 Debate history and analytics

One day this may become the UFC of AI models.

For now, it's three AIs arguing while GPT 5.5 tries to maintain order.

👇

[Linda M. @PGTAnalytics]

I got tired of copy-pasting between ChatGPT, Claude and Gemini tabs just to get different opinions on my project.

So I built AI Debate Arena — a Python CLI that makes 3 AI models debate each other in real time.

Here's how it works:

🟠 Claude (Anthropic) plays the Technical Architect
— argues for security, scalability & clean code

🟣 Qwen (Alibaba) plays the Product Strategist
— argues for market fit, UX & business viability

⚡ Llama 4 (Meta) plays the Devil's Advocate
— challenges BOTH and pokes holes in every argument

You type one topic.
All 3 AIs respond, react to each other, and push back.
You watch the debate unfold live in your terminal.

The significance?

Most people ask ONE AI and take the answer as gospel.
But every AI has blind spots.

When you force 3 models to debate, you get:
✅ Multiple perspectives
✅ Challenged assumptions
✅ Better decisions

Total cost to run: almost $0
— Groq API is free
— Claude API costs cents per session

Built with:
→ Python
→ Anthropic API
→ Groq API (free)
→ Rich library for terminal UI

Full code dropping on GitHub soon.

/AI /Python /BuildInPublic /Claude /LLM /OpenSource /AITools

[’El ’emet @romee2008]

Change your thoughts and you change your world. (Quote 144)
~Norman Vincent Peale

[’El ’emet @romee2008]

It always seems impossible until it’s done. (Quote 143)
~Nelson Mandela

[’El ’emet @romee2008]

Don’t count the days, make the days count. (Quote 142)
~Muhammad Ali

[’El ’emet @romee2008]

Do what you can, with what you have, where you are. (Quote 141)
~Theodore Roosevelt

[’El ’emet @romee2008]

In the middle of every difficulty lies opportunity. (Quote 140)
~Albert Einstein

[’El ’emet @romee2008]

You miss 100% of the shots you don’t take. (Quote 139)
~Wayne Gretzky

[’El ’emet @romee2008]

Happiness is not something ready made. It comes from your own actions. (Quote 138)
~Dalai Lama

[’El ’emet @romee2008]

The mind is everything. What you think you become. (Quote 137)
~Buddha

[’El ’emet @romee2008]

Not everything that is faced can be changed, but nothing can be changed until it is faced. (Quote 136)
~James Baldwin

[’El ’emet @romee2008]

Opportunities don't happen. You create them. (Quote 134)
~Chris Grosser

[’El ’emet @romee2008]

Don’t be afraid to give up the good to go for the great. (Quote 132)
~John D. Rockefeller

[’El ’emet @romee2008]

I think therefore I am. (Quote 127)
~René Descartes

[’El ’emet @romee2008]

Dream is not that which you see while sleeping, it is something that does not let you sleep. (Quote 125)
~APJ Abdul Kalam

[’El ’emet @romee2008]

What we know matters, but who we are matters more. (Quote 123)
~Brené Brown

[’El ’emet @romee2008]

We must accept finite disappointment, but never lose infinite hope. (Quote 121)
~Martin Luther King Jr.

[’El ’emet @romee2008]

It’s hard to beat a person who never gives up. (Quote 120)
~Babe Ruth

[’El ’emet @romee2008]

Only the paranoid survive. (Quote 119)
~Andy Grove

[’El ’emet @romee2008]

The best time to plant a tree was 20 years ago. The second best time is now. (Quote 118)
~Chinese Proverb