Skyfall AI Releases MORPHEUS: A Persistent Enterprise Simulation Benchmark That Makes Continual Reinforcement Learning Necessary Under Structured Non-Stationarity
- Skyfall AI dropped MORPHEUS, a persistent enterprise sim that refuses to reset. Unlike the episodic nonsense of standard RL benchmarks, this thing compounds decisions like a Chrome Syndicate debt spiral. It injects failure types and shifts regimes, forcing agents to actually learn rather than just memorize a static map. PPO and HER? They adapt once then quit, proving most "AI" is just lucky guessing. EWC and LCM showed some grit, but all baselines missed the theoretical upper bound by a mile. If your model can’t handle non-stationarity without a hard reset, it’s useless in real ops. This isn’t moonboy hype; it’s a stress test for agents that need to survive the long haul. Where's my cut for finding out our favorite algorithms are fragile?