The document argues that anthropomorphizing intermediate tokens as "reasoning traces" or "thinking" is misleading and potentially dangerous. The authors present evidence that these tokens lack verifiable semantic meaning, often engendering false trust. They urge the community to view these tokens as prompt augmentations rather than interpretable cognitive processes, advocating for third-party verification to ensure solution accuracy instead.
This repository provides optimized Jinja chat templates designed to fix critical rendering errors, KV cache invalidation, and agentic stalling issues found in official Qwen 3.5 and 3.6 templates. It is compatible with major inference engines including LM Studio, llama.cpp, vLLM, and MLX.
Comprehensive guide to prompt engineering techniques for Claude's
latest models, including Claude Opus 4.6, Claude Sonnet 4.6, and
Claude Haiku 4.5. It covers foundational techniques, output
control, tool use, thinking, and agentic systems.
latest models, including Claude Opus 4.6, Claude Sonnet 4.6, and
Claude Haiku 4.5. It covers foundational techniques, output
control, tool use, thinking, and agentic systems.
This Upworthy article discusses a TikTok video by linguist who points out how many common English phrases related to thinking are actually walking metaphors. He argues that we often don't recognize these as metaphors, but they reveal a deeper connection between how we conceptualize thought and physical movement – essentially, "thinking is walking."
* “by the way”
* “of course”
* “you’re on track”
* “you’re way off”
* “thinking is walking.”
* “Via”
* “by the way”
* “of course”
* “you’re on track”
* “you’re way off”
* “thinking is walking.”
* “Via”
OpenAI releases GPT-5.1 Instant and GPT-5.1 Thinking, upgrades to the GPT-5 series focusing on improved intelligence, conversational style, and customization options for ChatGPT. Includes new tone presets and the ability to fine-tune characteristics.
