Moussa Beidas

AI is getting cheaper to use. The choices around it are not getting simpler. Which work deserves a frontier model? Where is a smaller model enough? When does an agent create value, and when does it create cost, risk or a new bottleneck? This workshop turns those questions into a live decision game. Your table gets an Intelligence Budget and a business to run. You will allocate machine intelligence, decide where human judgment matters, then adapt as prices fall, agents gain autonomy and the system starts to behave differently. The point is not to spend the least. It is to get the most value from the intelligence you use. You will leave with a practical framework for allocating, routing and governing AI in your own organization, and a sharper question to take back to work: if machine intelligence becomes abundant, what becomes scarce? Hosted by Ben Lingwood, Moussa Beidas, Jesko von den Steinen.