Topic: token efficiency
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We Tracked 10 Sites: Does llms.txt Matter?
AI crawlers from major providers like Google and OpenAI rarely request llms.txt files, and no leading LLM company has officially committed to using the standard for content discovery. A 90-day study found that implementing llms.txt had no measurable impact on AI traffic for most sites; any observ...
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Google Gemini 3 Flash Now Powers Default App & AI Mode
Google has launched Gemini 3 Flash as the new default AI model for all free users in the Gemini app and for AI Mode in Google Search, making advanced AI more accessible. The model is available for developers via the Gemini API at a cost of $0.50 per million input tokens and $3.00 per million outp...
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OpenAI's Codex Max: Faster AI Coding, Fewer Annoyances
OpenAI has launched Codex Max, an upgraded AI coding model that offers faster execution, reduced token use, and better handling of complex tasks, available to various subscription tiers. The model features compaction technology to manage much larger workloads by intelligently compressing context,...
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Boost Your Coding Speed & Save with GPT-5.1
OpenAI's GPT-5.1 enhances coding efficiency and reduces costs through smarter reasoning modes and extended prompt caching, addressing latency and expense issues for developers. The update introduces adaptive reasoning and no reasoning mode, which adjust cognitive effort based on query complexity ...
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