How Fast Code AI pointed its own AI at the team and built Flexa — expert-level physiotherapy tracking on your phone.
Parth Basole
21 Feb 2025
Explore how the SwiGLU activation function has become a key component in modern large language models and why it outperforms traditional alternatives.
Arjun Jain
12 Nov 2024
A deep dive into the SiLU activation function and its role in enabling smoother gradient flows for advanced neural network architectures.
10 Nov 2024
How we overcame GPU constraints and budget limitations to successfully train large-scale diffusion models at a startup.
30 Oct 2024
Understanding the double descent phenomenon that challenges the classical bias-variance tradeoff in modern neural networks.
29 Oct 2024
Key takeaways from Yann LeCun's talk in Delhi on the limitations of LLMs and his vision for the next generation of AI systems.
26 Oct 2024
Exploring Anthropic's Claude and what its computer-use capabilities mean for the future of autonomous AI agents.
24 Oct 2024
How Meta's OMat24 is leveraging AI to accelerate materials science discovery and what it means for the future of research.
21 Oct 2024
A look at the historic moment when neural network pioneers received Nobel recognition and what it means for the AI community.
18 Oct 2024
An in-depth look at sequence parallelism techniques using scatter and gather patterns for efficient distributed training.
Baharat Singh
15 Oct 2024
How AlphaFold2 revolutionized protein structure prediction and opened new frontiers in biochemistry and drug discovery.
14 Oct 2024
A reflection on FastCode AI's growth journey and how we built a team passionate about shaping the future of AI.
11 Oct 2024
Our journey to writing a custom CUDA matrix multiplication kernel that achieves 93% of NVIDIA's highly optimized cuBLAS performance.
20 Aug 2024
A practical guide to setting up multi-hop SSH connections in VS Code for seamless remote development workflows.
Sridhar Kamath
12 Aug 2024
Highlights from CyPhySS 2024 and insights into the latest developments in autonomous vehicle technology.
24 July 2024
Celebrating Team India's remarkable performance at the International Mathematical Olympiad 2024.
22 July 2024
Breaking down Kolmogorov-Arnold Networks and understanding how they offer a fresh perspective on neural network architecture design.
Rishabh Gupta
07 May 2024
How register tokens help Vision Transformers reduce background noise artifacts and improve feature map quality.
05 May 2024
A hands-on tutorial on using Physics-Informed Neural Networks to model the classic lid-driven cavity flow problem.
Dhaval Taunk
03 May 2024
Tracing the evolution of generative AI from academic research to real-world creative content production.
01 April 2024
Step-by-step guide to applying PINNs for modeling heat transfer and stress in 2D plate structures.
22 March 2024
An introduction to Physics-Informed Neural Networks and how they embed physical laws directly into the learning process.
13 March 2024
Introducing DVDB, a lightweight vector database built in Dart for mobile-first AI-powered applications.
11 March 2024
A practical approach to tackling complex engineering problems by breaking them down into simpler, manageable components.
25 March 2024
A beginner-friendly guide to understanding and training Generative Adversarial Networks from scratch.
09 March 2024
Why open-source AI is critical for preventing monopolization and ensuring equitable access to artificial intelligence.
15 Dec 2023
A personal journey through the world of computer graphics, from curiosity-driven experiments to creative AI applications.
10 Dec 2023
Key highlights and insights from a lecture on neural network training fundamentals delivered at IISc Bangalore.
3 Dec 2023
How watermarking technology is evolving to combat deepfakes and verify the authenticity of AI-generated content.
21 Nov 2023
Understanding Reinforcement Learning from Human Feedback and how it aligns language models with human preferences.
08 Oct 2023
Exploring the capabilities of DALL-E 3 and how it pushes the boundaries of AI-powered image generation.
01 Oct 2023
How federated learning enables collaborative model training while keeping sensitive data private and secure.
01 Sept 2023
Practical strategies for overcoming the computational bottlenecks in Neural Architecture Search.
13 July 2023
Comparing Contrastive Learning and Masked Image Modeling approaches for self-supervised Vision Transformer training.
18 June 2023
When do rule-based algorithms fall short? Understanding when machine learning is the right approach for your problem.
04 Feb 2021
Techniques for handling unknown or out-of-distribution classes in neural network classification tasks.
01 Feb 2021
How AI and digitization are transforming P&ID workflows in the Oil & Gas engineering procurement and construction sector.
Tarun Kumar
03 June 2020
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