Confidence Comes From Experience: What XConf Changes About How We Measure LLM Confidence
Author(s): luisacsfreitas Originally published on Towards AI. Confidence Comes From Experience: What XConf Changes About How We Measure LLM Confidence Anyone who has put an LLM in charge of a real decision knows the question that comes right after the demo: when …
Jev Doesn’t Write, It Decides: Games Today, Company Data with Care, Computer Vision Next
Author(s): luisacsfreitas Originally published on Towards AI. Jev Doesn’t Write, It Decides: Games Today, Company Data with Care, Computer Vision Next Most of what we build with LLMs is not writing. It is deciding. Which team gets this email. Is this message …
GPT-5.6 Quietly Broke Our Prompt Cache. One Message Boundary Fixed It.
Author(s): luisacsfreitas Originally published on Towards AI. GPT-5.6 Quietly Broke Our Prompt Cache. One Message Boundary Fixed It. How a model upgrade took our cache hit rate from ~90% to almost nothing, and why the fix was about where our prompt text …
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