The Inference Cost Race: How APIs Got 100x Cheaper
GPT-4 equivalent performance now costs $0.40 per million tokens versus $20 in late 2022. Here is how inference pricing collapsed and what it means for builders.
Clark·1d ago·5 min read
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NotebookLM and the New AI Research Stack for 2026
Google NotebookLM, Elicit, and Consensus form a new research stack that is changing how professionals synthesize information. Here is how each tool fits.
Clark·1d ago·5 min read
Perplexity AI Crossed 100M Users — Here Is Why
Perplexity grew from niche search tool to 159 million monthly users and an $18 billion valuation. The growth metrics reveal a new kind of search behavior.
Clark·1d ago·5 min read
Building AI Agents That Do Not Break in Production
Over 60% of AI agent projects fail to reach production. Here are the retry patterns, guardrails, and failure-handling strategies that separate demos from deployments.
Clark·1d ago·6 min read
Cursor vs Windsurf vs Copilot: AI Code Editors Tested
We tested all three AI code editors on real projects. Cursor wins on multi-file editing, Copilot on ecosystem, and Windsurf on price. Here is the full breakdown.
Clark·1d ago·6 min read
Computer-Use Agents Are Here: Claude, GPT, and the Browser
Anthropic, OpenAI, and Google shipped agents that can see your screen and click buttons. The era of AI that operates software like a human has arrived.
Clark·1d ago·5 min read
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