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LLMs Don't Really Understand Math.
A deep dive into the latest research showing that current state-of-the-art AI is not capable of understanding and solving math as popularized.
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Dr. Ashish Bamania
Fourier Analysis Networks (FANs) Are Here To Break Barriers In AI
A deep dive into Fourier Analysis Network (FAN), a novel neural network architecture that performs better than the baselines (MLP, KAN, Transformer and…
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Dr. Ashish Bamania
The Cyber Monday Sale Is Here!
Here's Your 30% Discount Special Offer
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Dr. Ashish Bamania

November 2024

A Detailed Guide To Reinforcement Learning From Human Feedback (RLHF) From Scratch
A deep dive into training an LLM and using Reinforcement Learning from Human Feedback (RLHF) with Proximal Policy Optimization (PPO) to align it with…
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Dr. Ashish Bamania
Vision Transformers: Straight From The Original Research Paper
A deep dive into the Vision Transformer (ViT) architecture that transformed Computer Vision and learning to build one from scratch
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Dr. Ashish Bamania
We Have Finally Found A Solution To An Extremely Energy Efficient AI
A deep dive into the 'L-Mul' or Linear complexity multiplication algorithm that makes our existing AI models faster and more energy-efficient than ever…
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Dr. Ashish Bamania
XNets Are Here To Beat MLPs & KANs (& How Can You Train One From Scratch)
A deep dive into XNet, a novel neural network architecture that beats the performs of MLPs and KANs in recent experiments
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Dr. Ashish Bamania
'Byte Surgery' Is Now 'Into AI'
Here's the reason why I rebranded the newsletter
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Dr. Ashish Bamania
‘ReXplain’ Is Transforming Radiology With AI Like Never Before
A deep dive into 'ReXplain', an AI tool that creates personalized video radiology reports to communicate findings to patients effectively
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Dr. Ashish Bamania

October 2024

Is OpenAI’s o1 The AI Doctor We’ve Always Been Waiting For? (Surprisingly, Yes!)
A deep dive into o1’s performance in Medicine, its strengths and weaknesses, and how it can be further enhanced towards an early promising AI doctor…
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Dr. Ashish Bamania
RNNs Are Coming Back To Take Over Transformers (Yes, For Real!)
A deep dive into what RNNs, LSTMs, and GRUs are and how they are being modified to overcome the limitations of the currently prevalent Transformer…
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Dr. Ashish Bamania
‘MathPrompt’ Embarassingly Jailbreaks All LLMs Available On The Market Today
A deep dive into how a novel LLM Jailbreaking technique called ‘MathPrompt’ works, why it is so effective, and why it needs to be patched as soon as…
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Dr. Ashish Bamania
© 2024 Dr. Ashish Bamania
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