Why One AI Model Is Not Enough
Models
Serious AI deployments now run on several models: routers and cascades, specialists, verifiers and fallbacks. What the research on FrugalGPT and RouteLLM shows, where routers fail, and what the extra complexity costs.
October 4, 2026•9 min read
Why the Future of AI Is Multimodal
Models
Text-only pipelines discard what documents, screens, calls and photos carry. Why native multimodal models matter, how to read benchmarks like MMMU, where perception fails and what it costs.
October 4, 2026•10 min read