Needle 3 delivers 86% tool accuracy in an 8MB–29MB binary at 4,000 tok/sec. Cactus Compute’s laddered architecture replaces generative chat with edge automation.
Executive Briefing Donald Trump’s warning that “whoever wins AI wins everything” was treated in Washington as an…
DeepSeek V5 leaks claim 78.6% DeepSWE and $0.20/M tokens vs Astra’s $50. Forensic benchmark audit, hardware sizing, and enterprise deployment guide.
Qwen3.8 Flash-Next vs GLM-5.3 Flash: the short version Qwen3.8 Flash-Next and GLM-5.3 Flash are not “small models”…