Google's OKF Might Quietly Break the Entire RAG Stack
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We didn’t build bad AI systems. We just gave them broken maps of knowledge. Everyone is building AI agents right now. The demos are insane: “Book my meetings.” “Analyze my revenue.” “Find the root cause.” Then you deploy it in a real company... …and it starts hallucinating confidence on top of uncertainty. Not because the model is bad. But because retrieval is fundamentally broken. ⚡ TL;DR RAG today: Finds what looks similar OKF: Connects what actually relates That difference changes…
1Key Takeaways
- We just gave them broken maps of knowledge.
- Everyone is building AI agents right now.
- The demos are insane: “Book my meetings.” “Analyze my revenue.” “Find the root cause.” Then you deploy it in a real company...
- …and it starts hallucinating confidence on top of uncertainty.
2AIWedia Score
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — AI reports that we just gave them broken maps of knowledge.
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