[论文阅读]Reasoning on a Spectrum: Aligning LLMs to System 1 and System 2 Thinking 够钟返工啦 标题: Reasoning on a Spectrum: Aligning LLMs to System 1 and System 2 Thinking 作者: Alireza S. Ziabari, Nona Ghazizadeh, Zhivar Sourati, Farzan Karimi-Malekabadi, Payam Piray, Morteza Dehghan...
未来,随着通用性、多模态推理和效率优化等方向的探索,Test-Time Compute将继续推动AI推理能力的边界,帮助我们构建更强大、更智能的System-2模型。 @article{Ji2025TestTimeTCF, title={Test-Time Compute: from System-1 Thinking to System-2 Thinking}, author={Yixin Ji and Juntao Li and Hai Ye and Kaixin...
What view does the auto express about the battle between System 1 and System 2 thinking?A. It's not wise to always be deliberative.B. It's a battle between the head and the heart.C. Fighting falsehoods is subject to emotional intuitions.D. Reason will finally win with people's rising...
来自Meta FAIR 的研究者探索一种将System 2蒸馏到System 1的方法。通过在未标记的数据上运行System 2方法来收集过滤的训练样本,然后使用额外的计算产生更高质量的输出。最后将这些蒸馏出来的训练数据用于训练System 1的LLM。 在两个流行的基准上评估这种方法提出的模型,即OASST2和MT-bench。OASST2 验证集包含273个...
人类思维的两种系统:快速思维(System 1)和慢速思维(System 2),以及这两种思维模式如何共同影响我们的判断和决策。快速思维(System 1)直觉和自动化: 这种思维方式快速、自动、经常是无意识的,类似于直觉。情绪驱动: 它通常由情绪和“直觉”驱动,而非逻辑。高效但
研究者开发的框架可以根据视频输入发现物体的动态和静态物理属性,进而推理时序物理事件以及预测未来视频帧。 人类感知和理解周围环境通常要借助于物理常识:直觉物理 (Intuitive Physics),这种常识的建立从婴儿时期就已开始,依托于对物体物理属性 (object-centric representation) 的探索和理解,比如物体的大小、形状、质量、材...
System-1 thinking is fast and intuitive, while system-2 thinking is slower, more effortful, and deliberate. While the answer “4” may readily pop into your head when you are given “2 × 2,” getting 306 when given “17 × 18” almost surely requires deliberate cognitive effort using ...
System 1 and 2 explains our brain's two ways of thinking: slow, rational & deliberate vs. fast, subconscious & error-prone (cognitive bias)
System is an international, peer-reviewed interdisciplinary journal dedicated to publishing theoretical and empirical research on systems science, systems practice, and systems thinking. The goal of this magazine is to provide a platform for scholars to share their research findings, discuss the latest ...
System 1 和 System 2 是心理学家丹尼尔·卡尼曼(Daniel Kahneman)在其著作《快思慢想》(Thinking, Fast and Slow)中描述的两种思维模式。这两个系统代表我们大脑处理信息和做决策的不同方式。 System 1(系统…