Problems

Google DeepMind’s latest AI system can solve complex geometry problems

To coach AlphaGeometry's language model, the researchers needed to create their very own training data to compensate for the scarcity of existing geometric data. They generated nearly half a billion random geometric diagrams and...

An aesthetic approach to solving Traveling Salesman Problems effectively with Python

Here we won’t start from scratch. As stated earlier, we already developed the code that builds a Pyomo model of the TSP and solves it in sprint 3. And trust me, that was the...

Harnessing the Power of AI and Machine Learning to Solve Global Financial Problems.

Unmasking Deception with Intelligent Algorithms Financial fraud is a pervasive problem that drains resources and undermines trust. By deploying AI and ML algorithms, financial institutions can swiftly detect fraudulent activities by analyzing large...

Generative AI: A Beginner’s Guide Intro What’s Generative AI? Text Images — Video — Audio Why now? What are the issues in NLP space Limitation of RNN and LSTM models Transformation Brought...

In December 2022, ChatGPT was introduced. The introduction of this AI chatbot marked a turning point within the history of technology. Its rapid growth surpassed that of another platform in history and it sparked...

Generative AI: A Beginner’s Guide Intro What’s Generative AI? Text Images — Video — Audio Why now? What are the issues in NLP space Limitation of RNN and LSTM models Transformation Brought...

In December 2022, ChatGPT was introduced. The introduction of this AI chatbot marked a turning point within the history of technology. Its rapid growth surpassed that of every other platform in history and it...

OpenAI, ChatGPT unveils ways to enhance hallucination problems

OpenAI has unveiled a recent method to enhance the hallucination problem of 'ChatGPT' with a human-like pondering approach. In line with CNBC, in a paper published on the thirty first (local time), OpenAI hallucinates artificial...

Solving (some) formal math olympiad problems

We built a neural theorem prover forĀ LeanĀ that learned to unravel a wide range of difficult high-school olympiad problems, including problems from theĀ AMC12Ā andĀ AIMEĀ competitions, in addition to two problems adapted from theĀ IMO.

Batched Bandit Problems

Multi-Armed Bandits with delayed rewards in successive trialsThis trend nonetheless doesn't generalize to grids with smaller batch numbers. For the case where M=2 the variety of samples in the primary batch of the geometric...

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