@blog defence-in-depth is still the most rational stratagem and it is cheaper than "AI" but requires architecting software correctly from the get-go with domain and process knowledge, the very #epistemological nature of which is largely alien to #LLM driven automation approaches. in other words, it requires human judgement by its very nature. the agentic approaches are imitative only, the LLMs do not and cannot "understand". #Lecun knows this as do #Hinton, yet #Amodei threw us all under a bus.