The Relationship Between Technique and Science: Exploring the Interplay

Lucas Charbonnier

Hatched by Lucas Charbonnier

Apr 29, 2024

3 min read


The Relationship Between Technique and Science: Exploring the Interplay


The relationship between technique and science has long been a topic of debate. Does technique solely rely on scientific knowledge, or does it exist independently? In this article, we will delve into the chronology of technique and science, exploring how they have influenced and enriched each other over time. Additionally, we will touch upon the concept of Zero Shot Chain of Thought, a revolutionary AI prompting method that showcases the connection between human communication and artificial intelligence.

The Precedence of Technique:

Historically, technique predates science. It has been essential for human survival, whereas scientific knowledge did not possess the same urgency. This notion is highlighted by Bergson, who emphasizes that humans were initially homo faber, toolmakers, before becoming homo sapiens, individuals seeking to understand the world. An interesting example of this precedence can be observed in the field of medicine. During the Neolithic period, trepanation, the practice of drilling holes in the skull, was commonly performed without any scientific understanding of cranial anatomy or cerebral mechanisms.

The Role of Science in Refining Technique:

Technique, in its early stages, often relied on spontaneous and routine practices that encountered numerous failures. Consequently, humans sought to comprehend the reasons behind these failures, leading to the birth of scientific inquiry. Science began offering solutions to the challenges faced by technique, bridging the gap between trial and error and informed decision-making. This symbiotic relationship between technique and science is evident in various domains, such as the development of laser technology, which relied on scientific advancements to achieve success.

Mutual Enrichment of Technique and Science:

The interplay between technique and science goes beyond a one-sided influence. Science not only contributes to the success of technique but also relies on it for validation and experimentation. Techniques enable scientists to test hypotheses and gather empirical evidence through the use of instruments. Even the most altruistic scientific pursuits indirectly contribute to the advancement of techniques, as exemplified by the discovery of the Higgs boson.

Zero Shot Chain of Thought: A New Perspective on Communication with AI:

Shifting gears, let's explore the fascinating concept of Zero Shot Chain of Thought (Zero-shot-CoT) prompting. This innovative approach builds upon CoT prompting, introducing a simple yet effective zero shot prompt. By appending the phrase "Let's think step by step" to a question, language models are capable of generating a chain of thought that provides comprehensive answers. Extracting insights from this chain of thought allows for more accurate responses. Zero-shot-CoT has shown promising results in enhancing arithmetic, commonsense, and symbolic reasoning tasks, making it a valuable tool in various scenarios.


The relationship between technique and science is deeply intertwined, with each domain influencing and benefiting the other. While technique precedes science and serves as the foundation for human survival and progress, science refines technique and offers solutions to its challenges. Additionally, the emergence of innovative methods like Zero Shot Chain of Thought highlights the evolving nature of communication with AI and the potential for further integration between human knowledge and artificial intelligence.

Actionable Advice:

  • 1. Embrace the historical precedence of technique: Recognize the significance of technique as a fundamental aspect of human progress and development. Understand that scientific knowledge builds upon and refines existing techniques.
  • 2. Foster a symbiotic relationship between technique and science: Encourage collaboration and cross-pollination between practitioners of technique and scientific researchers. By combining practical experience with scientific inquiry, advancements can be made more effectively.
  • 3. Explore innovative communication methods with AI: Stay updated on emerging AI prompting techniques like Zero Shot Chain of Thought. Explore how these methods can enhance problem-solving, decision-making, and knowledge acquisition in various fields.

By understanding and appreciating the interconnectedness of technique and science, we can unlock new possibilities for human progress and innovation.

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