by SX Arya | Jul 7, 2026 | AI Strategy
Qwen 3.5 is Alibaba’s efficiency-first AI model designed to run on consumer hardware including iPhones, Android phones, and standard laptops without requiring cloud API access or GPU infrastructure. The 4 billion parameter version runs at 5 to 12 tokens per...
by SX Arya | Jul 6, 2026 | AI Strategy
Qwen (pronounced “chwen”) is Alibaba’s powerful family of large language models. Developed by the Qwen team at Alibaba Cloud, this ecosystem is rapidly reshaping the global AI landscape. The latest flagship generation, Qwen 3, boasts training across...
by SX Arya | Jul 6, 2026 | AI Strategy
DeepSeek selects sources through a combination of its training corpus and live web retrieval, but its citation behavior differs from other major AI platforms in one important way: it shows lower citation rates for news publishers and general informational content...
by SX Arya | Jul 4, 2026 | AI Strategy
Gemini draws its citations from a richer and more varied set of sources than any other major AI search platform. It pulls from Google’s search index, YouTube video transcripts, Google News, multimodal content including images and PDFs, and personalized data...
by SX Arya | Jul 4, 2026 | AI Strategy
Perplexity applies the most aggressive content freshness filter of any major AI search platform. Approximately 84 percent of its citations go to content updated within the last 30 days. For most AI engines, freshness is just one signal among many. For Perplexity, it...
