--- title: "Shruti (@skeptical) | Hashnode" description: "AI through the lens of mathematics and the art of statistics. Read the latest articles by Shruti on Hashnode." url: "https://hashnode.com/@skeptical" --- @skeptical # Shruti @skeptical · Joined February 2026 AI through the lens of mathematics and the art of statistics. ### [How Context Shapes Learning](https://skeptical-machine-learning.hashnode.dev/how-context-shapes-learning?utm_source=hashnode&utm_medium=feed) Guidance vs. Discovery 4 min read · [skeptical-machine-learning.hashnode.dev](https://skeptical-machine-learning.hashnode.dev/how-context-shapes-learning?utm_source=hashnode&utm_medium=feed) [Apr 19](https://hashnode.com/posts/how-context-shapes-learning/69e4992bee84f66e94361fff) ### [The Driver in the Machine](https://skeptical-machine-learning.hashnode.dev/the-driver-in-the-machine?utm_source=hashnode&utm_medium=feed) How Machine Actually "Learns" 4 min read · [skeptical-machine-learning.hashnode.dev](https://skeptical-machine-learning.hashnode.dev/the-driver-in-the-machine?utm_source=hashnode&utm_medium=feed) [Mar 7](https://hashnode.com/posts/the-driver-in-the-machine/69ac422586766ac3a6cd65c1) ### [Algorithms](https://skeptical-machine-learning.hashnode.dev/algorithms?utm_source=hashnode&utm_medium=feed) Bringing Logic to Life 3 min read · [skeptical-machine-learning.hashnode.dev](https://skeptical-machine-learning.hashnode.dev/algorithms?utm_source=hashnode&utm_medium=feed) [Feb 8](https://hashnode.com/posts/algorithms/69886bd5613deda3365c9b41) ### [Making Sense of Machine Learning](https://skeptical-machine-learning.hashnode.dev/making-sense-of-machine-learning?utm_source=hashnode&utm_medium=feed) Why Machine Learning Needs Both Math and the "Art of Statistics" 5 min read · [skeptical-machine-learning.hashnode.dev](https://skeptical-machine-learning.hashnode.dev/making-sense-of-machine-learning?utm_source=hashnode&utm_medium=feed) [Feb 1](https://hashnode.com/posts/making-sense-of-machine-learning/697f2c4941fab02b74cf2bb0)