907 articles on AI & ML.
Whether you’re an individual developer looking to streamline your workflow or an organization aiming to integrate proprietary tools, GitHub Copilot Extensions now offers a platform to make that happen and to share your creations on the GitHub Marketplace.
We’ve tested integrating OpenAI o1-preview with GitHub Copilot. Here’s a first look at where we think it can add value to your day to day.
Fine-tuned models empower organizations to receive code suggestions specifically tailored to their coding practices and internal languages.
Anticipatory design, powered by Artificial Intelligence (AI), Machine learning (ML), and Big Data (BD), promises to transform user experiences by predicting and fulfilling needs before users even express them. While this proactive approach seems revolutionary, many businesses struggle to meet the high expectations it sets. Joana Cerejo delves into the challenges of anticipatory design, highlights
At Vercel, we integrated AI into our support workflow. Our AI agent reduced human-handled tickets by 31%, allowing us to maintain high support standards while serving a growing customer base.
Learn about new PyTorch advancements for LLMs and how PyTorch is enhancing every aspect of the LLM lifecycle. In this talk from AI Infra @ Scale 2024, software engineers Wanchao Liang and Evan Smothers are joined by Meta research scientist Kimish Patel to discuss our newest features and tools that enable large-scale training, memory efficient […]
This year, as part of its annual Magic Quadrant series, Gartner published a first-of-its-kind report analyzing the state of play in the AI Code Assistants market–and named GitHub a Leader.
In this talk from AI Infra @ Scale 2024, Joel Colburn, a software engineer at Meta, technical lead Junqiang Lan, and software engineer Jack Montgomery discuss the second generation of MTIA, Meta’s in-house training and inference accelerator. They cover the co-design process behind building the second generation of Meta’s first-ever custom silicon for AI workloads, […]
Llama 3 is Meta’s most capable openly-available LLM to date and the recently-released Llama 3.1 will enable new workflows, such as synthetic data generation and model distillation with unmatched flexibility, control, and state-of-the-art capabilities that rival the best closed source models. At AI Infra @ Scale 2024, Meta engineers discussed every step of how we […]
We surveyed 2,000 people on software development teams at enterprises in the U.S., Brazil, India, and Germany about the use, experience, and expectations around generative AI tools in software development.
Delivering new AI technologies at scale also means rethinking every layer of our infrastructure – from silicon and software systems and even our data center designs. For the second year in a row, Meta’s engineering and infrastructure teams returned for the AI Infra @ Scale conference, where they discussed the challenges of scaling up an […]
Discover how the Ersilia Open Source Initiative accelerates drug discovery by using GitHub Actions to disseminate AI/ML models.
Leveraging the AI SDK to build with and solve problems with AI
We launched Meta AI with the goal of giving people new ways to be more productive and unlock their creativity with generative AI (GenAI). But GenAI also comes with challenges of scale. As we deploy new GenAI technologies at Meta, we also focus on delivering these services to people as quickly and efficiently as possible. […]
Learn how AI agents and agentic AI systems use generative AI models and large language models to autonomously perform tasks on behalf of end users.
Explore how AI coding tools like GitHub Copilot can accelerate your journey to learn new programming languages.
Vercel AI SDK 3.3 introduces tracing, multi-modal attachments, JSON streaming to clients, and more.
Learn to build robust AI use cases, evaluate initiatives, and integrate AI into your team's workflow. Discover how Vercel's platform accelerates AI development and drives innovation.
AI networks play an important role in interconnecting tens of thousands of GPUs together, forming the foundational infrastructure for training, enabling large models with hundreds of billions of parameters such as LLAMA 3.1 405B. This week at ACM SIGCOMM 2024 in Sydney, Australia, we are sharing details on the network we have built at Meta […]
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…
