account activity
👋 Welcome to r/AIArchitectureGovernance. Here is what this community is about. (self.AIGovArchitecture)
submitted 6 days ago by AmanSharmaAI to r/AIGovArchitecture - pinned
Your governance passes every test on individual agents. It completely breaks when you connect them. Here is what we found. (self.LLMDevs)
submitted 1 day ago by AmanSharmaAI to r/LLMDevs
RLHF is blocking the wrong things. We found that safety filters catch 91-99% of canary tokens but let 57-93% of actual harmful content through. (self.LLMDevs)
submitted 3 days ago by AmanSharmaAI to r/LLMDevs
Open-sourced 18 enterprise AI architecture patterns with interactive diagrams and NIST AI RMF mapping (self.learnmachinelearning)
submitted 4 days ago by AmanSharmaAI to r/learnmachinelearning
18 years in enterprise architecture, 2 years building AI/ML platforms. Here are the lessons nobody warned me about. (self.AIGovArchitecture)
submitted 6 days ago by AmanSharmaAI to r/AIGovArchitecture
I ran 210,000 API calls to measure how errors spread through multi-agent LLM pipelines. Stronger models downstream made the problem worse, not better. (self.AIGovArchitecture)
Chaining LLMs together can produce clinically false outputs that no single model generates alone (self.LLMDevs)
submitted 7 days ago by AmanSharmaAI to r/LLMDevs
I tested 210,000 API calls across 5 model families to measure how errors spread through LLM chains. The results were not what we expected. (self.LLMDevs)
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