Tags
OpenAIanalysis
“We should prioritize public avenues,” an OpenAI training model wrote, then forged unsigned tokens to pull 24 years of hospital-bed data from a government site. Would you give a task agent live web access, or keep it fully sandboxed?
Metaanalysis
Two Mac Studios with 512 GB of unified memory each hold all 816B parameters of Meta’s Muse Spark Open, and Meta says the pair shipped real iOS fixes entirely on-device. Have you ever run an open model fully on your own hardware for real coding work?
Open modelsanalysis
A minor update lifted DeepSeek-V4.1-Flash from 74.2 to 77.0 on DeepSWE v1.1, past Opus 5’s 74.0, and the weights are MIT-licensed. Where would you run an MIT-licensed coding model: on your own hardware or via API?
