Energy-based Model (EBM) for enterprise AI security Ship it or keep tuning?

Hacker News (AI)
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I've been building Energy-Guard OS for the past several months - and I want an honest opinion from people who actually understand the tradeoffs, because I'm stuck at a decision point. What is it? It's not a fine-tuned LLM. It's a production application of Energy-based Models (EBMs) - an architecture that assigns an energy score to inputs rather than predicting tokens. Low energy = normal. High energy = threat or anomaly.