Beyond Market Intelligence/LLM Stack

LLM Stack

LLM Stack at Beyond Market Intelligence is a file of one story. The newest of them: “Treat AI agents as infrastructure to stop hallucinations at scale”. Hallucinations in AI agents aren't a bug to fix in each app; they're a symptom of treating the LLM stack like an application. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every LLM Stack story on Beyond Market Intelligence, newest first.

Treat AI agents as infrastructure to stop hallucinations at scale
InfoQ

Treat AI agents as infrastructure to stop hallucinations at scale

Hallucinations in AI agents aren't a bug to fix in each app; they're a symptom of treating the LLM stack like an application. Aditya Mulik's experience with an inventory recommendation system led him to a smarter approach: treat the LLM as shared infrastructure. By building a common platform with prompt versioning, schema enforcement, and per-request cost attribution, his team stopped hallucinations at scale. It's a practical, infrastructure-first mindset. For more on reducing AI costs, see our piece on smarter data structuring with SerpApi.