Augmenting Language Models with Long-Term Memory
Existing large language models (LLMs) have limitations due to input length limits, preventing them from utilizing rich long-context information. To address this issue, we propose a framework called La...
Developer experience: what is it and why should you care?
This article explores how investing in a better developer experience frees developers to do what matters most: building great software. Developer experience (DevEx) examines how people, processes, and...
Function Calling and API Updates by OpenAI - New Steerable API Models, Function Calling, Longer Context, and Lower Prices
OpenAI has announced updates that include new steerable API models, function calling capabilities, longer context, and lower prices. The new function calling capability in the Chat Completions API all...
Harness the power of Large Language Models with Azure Machine Learning prompt flow
Learn how Azure Machine Learning prompt flow can be used to develop innovative applications with human-like text understanding and generation capabilities, transforming industries such as customer ser...
JupyterLab 4.0: A Full-Featured Development Environment with Improved Performance and Accessibility
The Jupyter contributor community has released JupyterLab 4.0, the next major version of their development environment. The new release boasts significant performance improvements, including faster ta...
OpenAI and DeepMind to Give UK Government Access to Their Models
According to an announcement by POLITICO Live, OpenAI and DeepMind will grant the UK government access to their artificial intelligence models. This is part of the UK governments efforts to bolster it...
A New Approach to Computation Reimagines Artificial Intelligence
An in-depth analysis of the limitations of artificial neural networks and the benefits of hyperdimensional computing. By representing information as single hyperdimensional vectors rather than individ...
Chris Lattner: Compilers, LLVM, Swift, TPU, and ML Accelerators | Lex Fridman Podcast #21
Chris Lattner, Senior Director at Google, is one of the top experts in the world on compiler technologies and deeply understands the intricacies of how hardware and software come together to create ef...
Chris Lattner: Future of Programming and AI | Lex Fridman Podcast #381
Chris Lattner, an innovative engineer in modern computing who co-created a new full-stack AI infrastructure called Modular and a programming language called Mojo developed technologies that were desig...
Chris Lattner: The Future of Computing and Programming Languages | Lex Fridman Podcast #131
Chris Lattner is a world-class software & hardware engineer, leading projects at Apple, Tesla, Google, and SiFive. Please support this podcast by checking out our sponsors: - Blinkist: https://blinkis...
Mark Zuckerberg: Future of AI at Meta, Facebook, Instagram, and WhatsApp | Lex Fridman Podcast #383
In a recent podcast episode, Lex Friedman interviewed Mark Zuckerberg, the CEO of Meta, which owns Facebook, Instagram and WhatsApp, about his vision for the future of the company and artificial intel...
Mark Zuckerberg: Meta, Facebook, Instagram, and the Metaverse | Lex Fridman Podcast #267
In a podcast conversation with Lex Friedman, CEO of Facebook-now-called-Meta, Mark Zuckerberg discusses the responsibility social media companies have in reflecting humanity in all its complexities an...
GitHub Packages: Python (PyPi) Support
GitHub Packages now offers public and private PyPI package management server support for distributing Python packages. This feature is available on the cloud and supports the pip client. Users can set...
Announcing C# Dev Kit for Visual Studio Code
We are excited to announce the preview release of C# Dev Kit, a new Visual Studio Code extension designed to enhance developer productivity for C# projects on Linux, macOS, and Windows. The kit consis...
First impressions: Yes, Apple Vision Pro works and yes, its good
After a demo, it was apparent that Apple Vision Pro is a leapfrog in capability and execution of XR. Although its not a genuinely new paradigm, it has advantages with 5,000 filed patents over the past...
Deploy and run a Azure OpenAI/ChatGPT app on AKS with Terraform
This sample shows how to deploy an Azure Kubernetes Service(AKS) cluster and Azure OpenAI Service using Terraform modules with the Azure Provider Terraform Provider and how to deploy a Python chatbot ...
Accelerating AI Model Serving with Modular AI Engine
The Modular AI Engine is the worlds fastest unified AI inference engine that provides significant usability, portability, and performance gains for leading AI frameworks like PyTorch and TensorFlow. H...
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
In this paper, we propose Domain Reweighting with Minimax Optimization (DoReMi), which first trains a small proxy model using group distributionally robust optimization (Group DRO) over domains to pro...
Highlights from Git 2.41: Improvements in Handling Unreachable Objects
The open-source Git project recently released Git 2.41, with features and bug fixes provided by over 95 contributors, including 29 new ones. One of the most notable improvements in this new version of...
Implementing HATEOAS in your ASP NET Core web API: Enhancing API Discoverability and Navigability
As developers, we strive to build robust and user-friendly web APIs that provide a seamless experience for clients. One powerful approach to achieve this is by implementing HATEOAS (Hypermedia as the ...