The Verdict: Is Prompt Caching Worth It? TL;DR: Prompt caching stores the computed state of the stable start of your prompt. You pay a write fee to store it once, then a fraction of the normal input price on each hit. Anthropic bills a 5-minute cache write at 1.25 times the base input price and […]
If you parse JSON from a language model in production, you have learned the hard lesson: the model returns almost valid output. Almost. One missing quote, one field with the wrong type, one stray comment, and your pipeline breaks at 2 a.m. The fix the three major vendors converged on is the same idea under […]
It starts with a rush. You fire up Cursor or Windsurf, drop a vague prompt into the chat window like “build me a React dashboard that tracks crypto sentiment,” and watch the magic happen. Lines of code stream across the screen faster than any human could type. The app compiles. It runs. It looks decent. […]
Forget “Chain of Thought.” The future of AGI is a simulation, and it’s happening at 24 frames per second. For the last three years, the entire artificial intelligence industry has been obsessed with a single concept: Chain of Thought (CoT). It was the breakthrough that took us from chatbots that hallucinated wildly to reasoning engines […]
The bottom line: ChatGPT isn’t just chatting anymore. With a quiet drop of “Shopping Research”—powered by the unreleased GPT-5 mini architecture—OpenAI is pivoting from a search engine alternative to a full-service personal shopper just in time for the holiday rush. Let’s be real for a second: Online shopping has become a mess. What used to […]
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