Semantic collapse is killing production agents and this team is actually fixing it at the root.

Not patching it. Fixing it. https://t.co/4Vbq4v9q5Y

— AI Highlight (@AIHighlight) 31 mars 2026

Semantic collapse is killing production agents and this team is actually fixing it at the root. Not patching it. Fixing it. Nishkarsh (@contextkingceo) AI agents are failing in production…not a surprise. As you scale your knowledge base, embeddings start creating noise. It’s called ‘semantic collapse’ – when conversations run too long, you have hundreds of PDFs, millions of data points to give to your AI. Your AI can’t flag it because it doesn’t know it’s hallucinating. Similarity gets passed off as relevance. Fix your context. Make your agents work. Build intelligent AI. If your AI is plateauing at 50% accuracy and hallucinations are still a problem, let's talk. Book a 20 minute demo with the link in the next thread. We'll dig into your setup and find out how we can help. — https://nitter.net/contextkingceo/status/2038979631144116613#m

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