Post by Topcoder

Most AI systems generate answers. Very few can question themselves and improve. That’s the difference between a demo… and a real system. This new Topcoder challenge is about building exactly that. 🎯 Create a multi-agent workflow where: • one agent builds a scorecard • another critiques it • the system iterates until it gets better Why does this matter? Manual reviews don’t scale well. They’re slow, inconsistent, and easy to get wrong. This approach explores a different model: AI systems that validate and improve their own output before it’s used. → More consistent evaluations → Better alignment with requirements → Less manual effort Built through AI Exponential League 🚀 Link in the comments. #Topcoder #AI #AIExponentialLeague #MachineLearning Tony Jefts Sandhya Ramachandran Arun Kunal Chadha Wipro