AI Agents Artificial Intelligence LLM

OpenAI Claims We’re in the “AGI Era.” The Catch? It Costs $20,000 Per Test.

Quick summary The article examines an AGI claim: it connects reported benchmark performance with the compute needed to obtain it. Separate scores from practical value: demanding evaluations do not by themselves establish affordable everyday usefulness. Autonomy creates additional costs: a persistent workflow needs clear goals, spending limits and ways to stop. Treat headline claims critically: […]

Artificial Intelligence Machine Learning System Design

Design an Uber Demand Prediction and Driver Repositioning System

Interview question:Uber predicts that ride demand in a particular area will increase significantly in the next 20 minutes. How would you design an Uber demand prediction system that forecasts demand and proactively encourages drivers to move to that area? This is a classic marketplace and machine-learning system design question. The interviewer is testing whether you […]

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