#llm

Articles tagged with #llm

Claude Sonnet 4.6 vs GPT-4.1 vs Gemini 2.5 Flash: which wins JSON extraction?
We had a question: for structured-output tasks where you just need clean JSON back, which frontier model wins on a cost/quality basis? The answer matters because most production LLM features aren't writing poetry — they're extracting fields from emai...
May 11, 20263 min read1
How a model upgrade silently broke our extraction prompt (and how we caught it)
A friend's product summarizes customer support tickets using a fine-tuned LLM prompt. It worked perfectly on GPT-4o for six months. Then OpenAI deprecated 4o, the team migrated to GPT-4.1, ran a smoke test in the playground, said "looks fine," and sh...
May 11, 20263 min read1

#llm - Shaunvdd