Mathematical

Let’s say you’re reading a story, or playing a game of chess....

While DeepSeek-R1 has significantly advanced AI’s capabilities in informal reasoning, formal mathematical reasoning has remained a difficult task for AI. That is primarily because producing verifiable mathematical proof requires each deep conceptual understanding and...

Mathematical reasoning is a crucial aspect of human cognitive abilities, driving progress in scientific discoveries and technological developments. As we try to develop artificial general intelligence that matches human cognition, equipping AI with advanced...

Google has unveiled a man-made intelligence (AI) model specializing in mathematical reasoning. It emphasized that this can be a significant advance in processing mathematics, which requires higher reasoning ability than language, and that it...

Data Science FundamentalsBeginner’s practical guide to discrete optimisation in PythonData Scientists tackle a big selection of real-life problems using data and various techniques. Mathematical optimisation, a robust technique that could be applied to a...

NOTE: I'm going to clarify reconstruction process intimately in another blog.# Adapted from source: https://towardsdatascience.com/pca-using-python-scikit-learn-e653f8989e60# Accessed 2019-01-12.# Do PCA on iris dataset and plot# ---------------------------------------------------------------------import pandas as pd import numpy as npimport matplotlib.pyplot as...

We have trained a model to realize a recent state-of-the-art in mathematical problem solving by rewarding each correct step of reasoning (“process supervision”) as a substitute of simply rewarding the right final answer (“end...

Let’s understand the issue statement before diving into the actual conceptEach regression problem is given X and Y values, and after training with a specific algorithm, it predicts the Y(i) based on the X(i)....