# QUBIC

Stripe co-founder just stated that blockchain may need 1 billion TPS to support an AI agent-driven future.
This highlights the importance of this number—and the current reality of the industry.
Patrick and John Collison wrote in their 2025 annual letter that AI agents could soon handle most internet transactions, while current blockchain infrastructure is far from ready.
They provided a real-world example: on a major blockchain, a memecoin surge caused payment delays of over 12 hours and transaction fees to spike 35 times.
Chainspect shows the current state:
→ Solana: ~1,140 TPS (the

🚨 BREAKING: OpenAI has published an article proving that ChatGPT will always make things up.
Not sometimes. Not until the next update. Always. They proved it mathematically.
Even with perfect training data and unlimited computing power, AI models will always confidently tell you things that are completely false. It’s not a bug they’re working on. This explains how these systems fundamentally operate.
And their own numbers are brutal. OpenAI’s reasoning model o1 hallucinates in 16% of cases. Their new model O3? 33 percent. Their new o4-mini? 48 percent. Nearly half of the information provided