Artificial Intelligence Software Architecture

AI Product Development: Prototypes Are Cheap, Judgment Is Not

Quick summary Prototype to learn sooner: test a specific user assumption with a small interaction. Separate possibility from value: a working demo does not establish usefulness or trust. Keep judgement central: research, design trade-offs and technical ownership remain essential. Invest after learning: decide what deserves production work. AI product development now has a much cheaper […]

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: […]

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