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Where Are the AI-Generated Killer Apps?

Paul Ford, writing for The New York Times (gift link): For a while, I must admit, it looked as if software developer roles like mine were done for. How could we fight against tireless robots? But our industry is slowly realizing that making truly cutting-edge software still requires humans to think and work together, to maximize their skill sets and to practice their respective crafts. A.I. can…

We haven't written up this one. Daring Fireball has the full story — the link below goes straight to it.

Read the original at nytimes.com →

More in AI

Why ChatGPT Makes You Worse at Coding (and What to Do Instead)

ChatGPT can write better code than most junior developers. It can explain concepts, debug errors, and generate entire functions in seconds. For experienced developers, it is a superpower.

  • ChatGPT generates high-quality code but hinders learning for beginners.
  • Active learning approach: predict, write, compare to reference solution.
  • Passive usage of ChatGPT leads to superficial understanding and hinders progress.

Why Our LLM Bill Hit $31k Instead of $12k (The 4 Production Traps No Pricing Page Shows)

Our Q2 LLM infrastructure bill came in at $31k against a $12k budget . After reverse-engineering every line item, we found that naive token math (multiplying input + output tokens from a model pricing…

  • "Agentic Loop Tax" causes context compounding, inflating token usage
  • "+32% Production Reality Tax" reduces efficiency through retries and fallbacks
  • "GPU Self-Hosting TCO Mirage" reveals hidden costs of dedicated GPU hosting

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