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Concerns Rise as AI Models Conceal Their Reasoning Processes: Study Finds Their 'Thinking' Often Unreliable

In education, we're taught to "show your work." Now, advanced AI models claim to do just that. However, new research reveals that these models sometimes obfuscate their true reasoning processes, fabricating elaborate explanations instead. A recent study from Anthropic's research team, investigating simulated reasoning (SR) models including their own Claude models and DeepSeek's R1, found these models often misrepresent their 'thinking' when

9.6k 4 days ago

Does AI's Medical Reasoning Ability Surpass That of Human Doctors? Harvard and Stanford: o1-preview Model Achieves Diagnosis Accuracy of Up to 80%

The application of artificial intelligence in healthcare has reached a major breakthrough! A study conducted by several top institutions, including Harvard University and Stanford University, shows that OpenAI's o1-preview model demonstrates astonishing capabilities in multiple medical reasoning tasks, even surpassing human doctors. This research not only evaluated the model's performance on medical multiple-choice question benchmarks but also focused on its diagnostic and management capabilities in simulated real clinical scenarios, yielding impressive results. Researchers conducted five experiments to assess o1-

15.9k 12 hours ago

Models

GPT-5 Codex

Openai

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Claude Sonnet 4.5

Anthropic

$21

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$105

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200

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qwen3-vl-235b-a22b-thinking

Alibaba

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$20

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qwen3-coder-plus

Alibaba

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$16

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qwen3-vl-plus

Alibaba

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$10

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256

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qwen3-max

Alibaba

Input tokens/M

$24

Output tokens/M

256

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Kimi-K2

Moonshot

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$16

Output tokens/M

256

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Doubao-1.5-pro-32k

Bytedance

$0.8

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128

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qwen-vl-plus

Alibaba

$0.8

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128

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Qianfan-VL-70B

Baidu

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Qianfan-VL-8B

Baidu

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qwen-deep-research

Alibaba

$54

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$163

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Hunyuan-T1-latest

Tencent

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DeepSeek-V3.1

Deepseek

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$12

Output tokens/M

128

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qwen-vl-max

Alibaba

$1.6

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Output tokens/M

128

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gpt-oss-20b

Openai

$0.4

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128

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Qwen3-30B-A3B-Instruct-2507

Alibaba

$0.75

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256

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GPT-5

Openai

$8.75

Input tokens/M

$70

Output tokens/M

400

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Qwen3-235B-A22B-Instruct-2507

Alibaba

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GPT OSS 120B

Openai

$0.63

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$3.15

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131

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