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Artificial intelligence
Evaluate where AI is useful, understand the systems behind it, and make informed choices about models, data, and deployment.
213 articles · Page 16 of 18
Nano Banana 2: What Flash-Speed Image Generation with Web Grounding Actually Means
Google's Nano Banana 2 combines Pro-quality image generation with Flash speed and search grounding. What the architecture implies.
AI Video: From Diffusion to Directors
How AI video generation works: diffusion foundations, temporal modeling, audio sync, and the multimodal architectures behind Seedance 2.0.
OpenAI's Frontier Alliance and GPT-4o Sunset
OpenAI signs multiyear deals with McKinsey, BCG, Accenture, and Capgemini for its Frontier AI agent platform, and retires five older models.
How AI Benchmarks Actually Work
The benchmarks behind AI model claims: SWE-bench, ARC-AGI-2, GPQA Diamond, and more. What they measure, how they work, and what they miss.
Agentic AI Architecture Patterns
A guide to agentic AI patterns: ReAct loops, tool-use protocols, multi-step planning, memory, and multi-agent coordination in production.
Mixture of Experts: Sparse AI Architectures
MoE architectures explained: gating mechanisms, expert routing, load balancing, and why sparse models deliver frontier AI at fraction cost.
Gemini 3.1 Pro Leads 12 of 18 Benchmarks
Gemini 3.1 Pro scores 77.1% on ARC-AGI-2, leads on 12 benchmarks, and doubles reasoning power at no price increase.
Claude Sonnet 4.6: Near-Opus at 1/5 the Cost
Claude Sonnet 4.6 matches Opus 4.6 on key benchmarks while costing 60% less, reshaping the AI price-performance curve.
Alibaba's Qwen 3.5: Multilingual and Open
Qwen 3.5 supports 201 languages, operates autonomously across devices, and ships open-weight under Apache 2.0.
MiniMax M2.5: Frontier Coding for Less
Chinese startup MiniMax matches Claude Opus 4.6 on SWE-bench while charging roughly one-tenth the price per token.
Seedance 2.0: AI Video Meets Copyright War
Seedance 2.0 debuts at China's Spring Festival Gala, generates Hollywood-quality video from text prompts, and draws a Disney cease-and-desist.
The AI Software Selloff: A $1T Wake-Up Call
AI product launches wiped $1 trillion from software valuations in one week. Here's what the selloff signals for your business.