MEVZU N° TAG / VOL. 133
#reasoning
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Wiki
Long Thinking
When a model performs extensive internal reasoning across many tokens before producing its final answer.
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- Long Thinking
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- Uzun Düşünme
Extended Thinking
Anthropic's user-visible long-thinking mode introduced for Claude models.
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- Extended Thinking
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- Uzun Düşünme (Extended Thinking)
Inference-time Reasoning
A paradigm where the model reasons step by step at response time to arrive at a more accurate answer.
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- Inference-time Reasoning
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- Çıkarım-Anı Akıl Yürütme
Test-time Compute
An approach where a model spends more compute at inference time, not just during training, to lift performance.
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- Test-time Compute
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- Test-Anı Hesaplama
Reasoning Models
A new generation of language models that engage in long-form thinking at inference time to tackle complex problems.
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- Reasoning Models
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- Akıl Yürüten Modeller
OpenAI o3
The next-generation member of OpenAI's o-series reasoning models, focused on deeper reasoning and agent use.
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- OpenAI o3
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- OpenAI o3
OpenAI o1
OpenAI's 2024 release introducing inference-time long thinking — the first major reasoning model.
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- OpenAI o1
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- OpenAI o1
DeepSeek R1
DeepSeek's 2025 open-weight reasoning model, which shook the industry with low-cost long-form thinking.
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- DeepSeek R1
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- DeepSeek R1
Chain-of-Thought (CoT)
Prompting the model to reason step-by-step before producing a final answer.
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- Chain-of-Thought (CoT)
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- Düşünce Zinciri
Reasoning
A model's capacity to work through a problem in multiple steps — now a central axis of LLM competition.
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- Reasoning
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- Akıl Yürütme (Reasoning)
Self-Critique
A technique in which a model evaluates its own output against explicit criteria to surface errors and weaknesses.
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- Self-Critique
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- Öz-Eleştiri
Planning
An agent's ability to design and order the steps it will take to reach a goal.
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- Planning
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- Planlama
Tree-of-Thought (ToT)
A reasoning approach that explores multiple branches in parallel instead of a single chain, then picks the best path.
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- Tree-of-Thought (ToT)
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- Düşünce Ağacı