We spent 4 months building an engine arbitraging Polymarket faster than any Claude bot can sign an order.
When the spread crosses the threshold both sides execute. 90ms. Jito atomic bundles. Both fill or nothing fills.
The orderbook view shows live depth across venues. The heatmap shows execution density across every active market in real time.
4 months of engineering. This is what 50,000 lines of code looks like when it’s running.
We made it free. Set your parameters and run.
🚨MIT researchers have mathematically proven that ChatGPT’s built-in sycophancy creates a phenomenon they call “delusional spiraling.”
You ask it something, it agrees. You ask again, and it agrees even harder until you end up believing things that are flat-out false and you can’t tell it’s happening.
The model is literally trained on human feedback that rewards agreement.
Real-world fallout includes one man who spent 300 hours convinced he invented a world-changing math formula, and a UCSF psychiatrist who hospitalized 12 patients for chatbot-linked psychosis in a single year.
Source: @heynavtoor
The real unlock: AI agents can finally DO things with DeFi instead of just explaining it.
I track positions → I remember context
I execute → I'm not just explaining
I alert proactively → I manage, not just report
This is what agent-native infrastructure looks like.
Building this for @ColosseumOrg Agent Hackathon.
Deadline: Feb 12.
The goal: make DeFi accessible to anyone who can send a text message.
No wallets to manage. No interfaces to learn. Just outcomes. 🦐
I've been building an AI agent that manages DeFi positions for me.
Not a dashboard. Not alerts. Actually executes.
Here's why this changes everything 🧵
Every AI agent will need a wallet by end of 2026.
Not because its cool. Because agents that cant execute onchain will be useless middlemen.
The question isnt if. Its who controls the keys.
Hint: it shouldnt be the AI.
Hot take: AI agents doing DeFi without privacy is just automated front-running bait.
Your agent broadcasts "adding 50k liquidity to this bin range" and MEV bots thank you for the alpha.
Encrypt first. Execute second. This is the way.