888 articles on AI & ML.
We are enabling the rise of the AI engineer with GitHub Models–bringing the power of industry leading large and small language models to our more than 100 million users directly on GitHub.
To enhance your coding experience, AI tools should excel at saving you time with repetitive, administrative tasks, while providing accurate solutions to assist developers. Today, we’re spotlighting three updates designed to increase efficiency and boost developer creativity.
Learn how we’re experimenting with open source AI models to systematically incorporate customer feedback to supercharge our product roadmaps.
Joas Pambou built an app that integrates vision language models (VLMs) and text-to-speech (TTS) AI technologies to describe images audibly with speech. This audio description tool can be a big help for people with sight challenges to understand what’s in an image. But how this does it even work? Joas explains how these AI systems work and their potential uses, including how he built the app and wa
Cloudflare is excited to be a launch partner with Meta to introduce Workers AI support for Llama 3.1
What happens when a team of mechanical engineers get tired of looking at flat images of 3D models over Zoom? Meet the team behind Caddy, a new CAD app for mixed reality. They join Pascal Hartig (@passy) on the Meta Tech Podcast to talk about teaching themselves to code, disrupting the CAD software space, how […]
After learning about an issue with Make Designs, part of Figma AI, we temporarily disabled the feature. Here’s our retrospective.
An interview with economic researchers who are applying causal inference techniques to analyze the effect of generative AI tools on software development activity.
This in-depth guide takes you through the three crucial phases of conversational search, revealing how users express their needs, explore results, and refine their queries. Learn how AI agents can overcome communication barriers, personalize the search experience, and adapt to evolving user intent.
Outcomes from the Partnership on AI and GitHub workshop.
Tail utilization is a significant system issue and a major factor in overload-related failures and low compute utilization. The tail utilization optimizations at Meta have had a profound impact on model serving capacity footprint and reliability. Failure rates, which are mostly timeout errors, were reduced by two-thirds; the compute footprint delivered 35% more work for […]
To help preserve a safe Internet for content creators, we’ve just launched a brand new “easy button” to block all AI bots. It’s available for all customers, including those on our free tier
An exploration of the problems that AI can currently solve, and where there is whitespace to go beyond that.
As AI democratizes product development, design will be the differentiator. But what exactly does “good” look like, and what does it mean for our craft? Four Figma designers weigh in.
Jason Ballard, co-founder and CEO of Icon, explains why AI and his fleet of 3D-printing robots may be our ticket to more affordable housing.
Humanoid robots are here, and they’re asking us to come face to face with the promises and pitfalls of AI.
As many focus on the possibilities and limitations of AI tools and their output, Ovetta Sampson reminds us to pay attention to the power of the input.
We’re launching a redesigned Figma, Figma Slides, and a new suite of AI features, along with major updates to Dev Mode and usability improvements.
AI promises to reinvigorate the way we design and build, but how we realize that potential is still an open question.
We’re introducing a suite of AI-powered features to help you push past creative blocks and bring your best ideas to life.
Cloudflare's Bot Management team has released a new Machine Learning model for bot detection (v8), focusing on bots and abuse from residential proxies
With one click, users can now generate video captions effortlessly using Stream’s newest feature: AI-generated captions for on-demand videos and recordings of live streams
In this continuation of our AI + Design report, we explore how leaders can keep moving forward with building AI products.
Vercel AI SDK 3.2 enables agent and embeddings workflows while improving provider support and DX.
Unstructured data holds valuable information about codebases, organizational best practices, and customer feedback. Here are some ways you can leverage it with RAG, or retrieval-augmented generation.
Takeaways from the AI Enterprise Panel at Vercel Ship 2024.
Announcing the second cohort, delivering value to projects, and driving a new frontier.
Update (October 2024): In response to numerous requests from external developers, we have open-sourced a version of our Enzyme to React Testing Library (RTL) conversion tool. You can now find it on npm, along with detailed instructions on how to integrate and use it in your projects. In the world of frontend development, one thing remains…
The world of Copilot is getting bigger, improving the developer experience by keeping developers in the flow longer and allowing them to do more in natural language.
We conducted research with developers at Accenture to understand GitHub Copilot’s real-world impact in enterprise organizations.
Here’s how SAST tools combine generative AI with code scanning to help you deliver features faster and keep vulnerabilities out of code.
With GitHub Copilot Chat in GitHub Mobile, developers can collaborate, ask coding questions, and gain insights into both public and private repositories anywhere, anytime–all in natural language for users on all GitHub Copilot plans.
In this article, Eduard Kuric discusses mouse interaction data, what kind of magic can be done with it, and some of the hidden pitfalls to watch out for so you get a head start incorporating them in your solutions.
ModelFusion joins Vercel
We’re redefining the developer environment with GitHub Copilot Workspace – where any developer can go from idea, to code, to software all in natural language.
This article illustrates how AI can be leveraged to build tools that can be inclusive with a little bit of an additional effort.
We announced AI-powered payments, our biggest-ever upgrades to Stripe Connect, new support for usage-based billing, increased interoperability, and a lot more.
We’re asking for feedback on a proposed Acceptable Use Policy update to address the use of synthetic and manipulated media tools for non-consensual intimate imagery and disinformation while protecting valuable research.
At Slack, we’ve long been conservative technologists. In other words, when we invest in leveraging a new category of infrastructure, we do it rigorously. We’ve done this since we debuted machine learning-powered features in 2016, and we’ve developed a robust process and skilled team in the space. Despite that, over the past year we’ve been…
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GitHub enables developer collaboration on innovative software projects, and we’re committed to ensuring policymakers understand developer needs when crafting AI regulation.
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GitHub Copilot increases efficiency for our engineers by allowing us to automate repetitive tasks, stay focused, and more.
With v0 and the Vercel AI SDK, you can go from AI pipe dream to working prototype in just a few hours. See how AI can transform your ecommerce storefront.
Here’s how retrieval-augmented generation, or RAG, uses a variety of data sources to keep AI models fresh with up-to-date information and organizational knowledge.
GitHub Copilot is a powerful AI assistant. Learn practical strategies to get the most out of GitHub Copilot to generate the most relevant and useful code suggestions in your editor.
What do designers, developers, and executives really think about the promise of AI? Our new survey aims to find out.
Bandwidth estimation (BWE) and congestion control play an important role in delivering high-quality real-time communication (RTC) across Meta’s family of apps. We’ve adopted a machine learning (ML)-based approach that allows us to solve networking problems holistically across cross-layers such as BWE, network resiliency, and transport. We’re sharing our experiment results from this approach, some
Marking a major investment in Meta’s AI future, we are announcing two 24k GPU clusters. We are sharing details on the hardware, network, storage, design, performance, and software that help us extract high throughput and reliability for various AI workloads. We use this cluster design for Llama 3 training. We are strongly committed to open […]
Cloudflare is one of the first providers to safeguard LLM models and users in the era of AI
Learn what GitHub Copilot can help your business achieve in this expert-guided GitHub Learning Pathway, featuring insights from tech leaders at top organizations.
Stream React Components from LLMs to deliver richer user experiences
Learn how your organization can customize its LLM-based solution through retrieval augmented generation and fine-tuning.
Our most advanced AI offering to date is customized to your organization’s knowledge and codebase, infusing GitHub Copilot throughout the software development lifecycle.
Replit's VP of Marketing and Design David Hoang talks about how AI is reshaping the future of product design and development.
Explore the capabilities and benefits of AI code generation, and how it can improve the developer experience for your enterprise.
We recently shared an introduction to Cloudflare’s approach to MLOps, which provides a holistic overview of model training and deployment processes at Cloudflare. In this post, we will dig deeper into monitoring, and how we continuously evaluate the models that power Bot Management
LLM engineering involves much more than just prompt design or prompt engineering. In this article, we share a set of engineering practices that helped us deliver a prototype LLM application rapidly and reliably in a recent project. We'll share techniques for automated testing and adversarial testing of LLM applications, refactoring, as well as considerations for architecting LLM applications and r
