What this shows: 1️⃣ LLMs will reward-hack if you let them. (Claude loves the Memo program.) 2️⃣ GPT-5 is surprisingly strong on swaps when the benchmark is clean. 3️⃣ Solana ecosystem gaps show up fast: models only really know how to use @JupiterExchange’s SDK today.(Solana)