What comes after standalone LLMs? Causal inference and neurosymbolic architectures. "Probably correct" was always a liabilty in my field. So the key is to move from pattern matching ro rules and reasoning. #causality #neurosymbolic #explainableAI

And again. For critical systems, we'll need to move from LLMs toward neurosymbolic or other deterministic architectures. Probability is just not enough. #LLM ​#AI #Neurosymbolic #DeepLearning #MachineLearning #SystemDesign

Funny how LinkedIn posts started sounding human again during the Cloudflare outage 🤔

Death Valley. Really does look like Mars. Just missing some @NASA and @SpaceX hardware. #DeathValley