Welcome to today’s edition of DevTrends. fyi.
Hacker News
Updated 10 minutes agoTechCrunch
Updated about 5 hours agoShould this wearable materialize, it could be released as early as 2027, according to a report on the device.
SGLang, which originated as an open source research project at Ion Stoica’s UC Berkeley lab, has raised capital from Accel.
From leadership changes at legacy semiconductor companies to wishy washy policy around chip exports, a lot happened last year.
X says the new feature, similar to Bluesky's Starter Packs, will arrive in the coming weeks.
The feature, now public, lets you create to-do's and action items by speaking naturally to the app's AI.
Ars Technica
Updated about 2 hours agoOrder says gov't must stop search while court reviews Washington Post motions.
Even well-known services with millions of users are exposing sensitive data.
The vaccines are tailor-made to target each patient's unique cancer.
FCC disputes long-standing view that the shows are exempt from equal-time rule.
For our C:\ArsGames series, we look at the controls conundrum of early 3D.
VentureBeat
Updated about 2 hours agoLinkedIn is a leader in AI recommender systems, having developed them over the last 15-plus years. But getting to a next-gen recommendation stack for the job-seekers of t...
For the modern CFO, the hardest part of the job often isn't the math—it's the storytelling. After the books are closed and the variances calculated, finance tea...
ServiceNow announced a multi-year partnership with OpenAI to bring GPT-5.2 into its AI Control Tower and Xanadu platform, reinforcing ServiceNow’s strategy to focus on en...
When OpenAI went down in December, one of TrueFoundry’s customers faced a crisis that had nothing to do with chatbots or content generation. The company uses large langua...
Recursive language models (RLMs) are an inference technique developed by researchers at MIT CSAIL that treat long prompts as an external environment to the model. Instead...
InfoQ
Updated 2 minutes agoAWS Launches European Sovereign Cloud Amid Questions About U.S. Legal Jurisdiction
AWS has launched its European Sovereign Cloud with a €7.8 billion investment, designed to meet EU regulatory demands and address data privacy concerns amid geopolitical t...
Presentation: How to Unlock Insights and Enable Discovery Within Petabytes of Autonomous Driving Data
Kyra Mozley discusses the evolution of autonomous vehicle perception, moving beyond expensive manual labeling to an embedding-first architecture. She explains how to leve...
Article Series - AI Assisted Development: Real World Patterns, Pitfalls, and Production Readiness
In this series, we examine what happens after the proof of concept and how AI becomes part of the software delivery pipeline. As AI transitions from proof of concept to p...
How CyberArk Protects AI Agents with Instruction Detectors and History-Aware Validation
To prevent agents from obeying malicious instructions hidden in external data, all text entering an agent's context must be treated as untrusted, says Niv Rabin, principa...
Anthropic announces Claude CoWork
Introducing Claude Cowork: Anthropic's groundbreaking AI agent revolutionizing file management on macOS. With advanced automation capabilities, it enhances document proce...
Wired AI
Updated about 3 hours agoWIRED analyzed more than 5,000 papers from NeurIPS using OpenAI’s Codex to understand the areas where the US and China actually work together on AI research.
Activists are demanding a way to hold the memory-chip maker accountable to its promises to protect the environment and embrace communities of color in central New York.
Silicon Valley’s battle against AI regulation is already shaping the next US election cycle.
Explosive acceleration, limited dexterity, eyes in the back of its head. What could possibly go wrong?
How the Cyberspace Administration of China inadvertently made a guide to the country’s homegrown AI revolution.
Towards Data Science
Updated about 3 hours agoGoogle Trends is one of the most widely used tools for analysing human behaviour at scale. Journalists use it. Data scientists use it. Entire papers are built on it. But...
Learn from my mistakes and fast track your data science career The post If You Want to Become a Data Scientist in 2026, Do This appeared first on Towards Data Science.
How I built a self-healing pipeline that automatically fixes bad CSVs, schema changes, and weird delimiters. The post Building a Self-Healing Data Pipeline That Fixes Its...
And how it compares to the run-of-the-mill z-score The post A Case for the T-statistic appeared first on Towards Data Science.
Let's look at calculating the moving average over time The post Does Calendar-Based Time-Intelligence Change Custom Logic? appeared first on Towards Data Science.
Anthropic News
Updated 11 days agoThe best model in the world for coding, agents, and computer use, with meaningful improvements to everyday tasks like slides and spreadsheets.
Claude Sonnet 4.5 sets new benchmark records in coding, reasoning, and computer use while being Anthropic's most aligned model.
Claude Haiku 4.5 matches state-of-the-art coding capabilities from months ago while delivering unprecedented speed and cost-efficiency.
Anthropic raised $13 billion in a Series F round at a $183 billion valuation to expand enterprise offerings, safety research, and international growth.
Anthropic's response to the White House AI Action Plan supports infrastructure and safety measures while calling for stronger export controls.
Windsurf News
Updated about 5 hours agoGPT-5.2-Codex is now available in Windsurf with multiple reasoning effort levels. For a limited time, enjoy discounts on credit usage.
Parallel agents, Git worktrees, multi-pane Cascade, dedicated terminal, and SWE-1.5 Free
GPT-5.2 is now live in Windsurf! Available for 0x credits for a limited time (paid and trial users). The version bump undersells the jump in intelligence: Biggest leap fo...
The most capable model in Windsurf yet, now available at Sonnet prices for a limited time
GPT 5.1, GPT 5.1-Codex, and GPT-5.1-Codex Mini deliver a solid upgrade for agentic coding with variable thinking and improved steerability
Cursor
Updated 11 days agoA comprehensive guide to working with coding agents, from starting with plans to managing context, customizing workflows, and reviewing code.
As models improve as agents, we've found success by providing fewer details up front, making it easier for the agent to pull relevant context on its own.
We're partnering with ecosystem vendors who have built hooks support with Cursor.
Graphite has entered into a definitive agreement to be acquired by Cursor.
Bringing design and engineering closer together.
OpenAI News
Updated about 5 hours agoDiscover how Higgsfield gives creators cinematic, social-first video output from simple inputs using OpenAI GPT-4.1, GPT-5, and Sora 2.
Our latest report reveals stark differences in advanced AI adoption across countries and outlines new initiatives to help nations capture productivity gains from AI.
Edu for Countries is a new OpenAI initiative helping governments use AI to modernize education systems and build future-ready workforces.
OpenAI and the Gates Foundation launch Horizon 1000, a $50M pilot advancing AI capabilities for healthcare in Africa. The initiative aims to reach 1,000 clinics by 2028.
Stargate Community plans detail a community-first approach to AI infrastructure, using locally tailored plans shaped by community input, energy needs, and workforce prior...
Google DeepMind News
Updated about 5 hours agoOur latest Veo update generates lively, dynamic clips that feel natural and engaging — and supports vertical video generation.
Google 2025 recap: Research breakthroughs of the year
Gemini 3 Flash offers frontier intelligence built for speed at a fraction of the cost.
Open interpretability tools for language models are now available across the entire Gemma 3 family with the release of Gemma Scope 2.
Anthropic Engineering
Updated 11 days agoThe capabilities that make agents useful also make them difficult to evaluate. The strategies that work across deployments combine techniques to match the complexity of t...
Effective harnesses for long-running agents
Introducing advanced tool use on the Claude Developer Platform
Code execution with MCP: Building more efficient agents
Beyond permission prompts: making Claude Code more secure and autonomous
Hugging Face Blog
Updated about 7 hours agoNvidia Blog
Updated about 5 hours agoAI is becoming the foundation of the “largest infrastructure buildout in human history,” spanning energy and computing infrastructure, AI models and applications, NVIDIA...
NVIDIA kicked off the year at CES, where the crowd buzzed about the latest gaming announcements — including the native GeForce NOW app for Linux and Amazon Fire TV sticks...
NVIDIA and Lilly are putting together “a blueprint for what is possible in the future of drug discovery,” NVIDIA founder and CEO Jensen Huang told attendees at a fireside...
Startup works with leading cell therapy companies to bring robotics manufacturing into the clean room, reducing costs by more than 70% while accelerating output compared...
Every “that was easy” shopping moment is made possible by teams working to hit shipping deadlines, scrambling to fix missing product details and striving to provide curat...
arXiv
Updated about 5 hours agoText-to-image (T2I) models have achieved remarkable progress, yet they continue to struggle with complex prompts that require simultaneously handling multiple objects, re...
A molecule's properties are fundamentally determined by its composition and structure encoded in its molecular graph. Thus, reasoning about molecular properties requires...
We study positional encodings for multi-view transformers that process tokens from a set of posed input images, and seek a mechanism that encodes patches uniquely, allows...
We study the problem of estimating causal effects under hidden confounding in the following unpaired data setting: we observe some covariates $X$ and an outcome $Y$ under...
Machine learning and artificial intelligence conferences such as NeurIPS and ICML now regularly receive tens of thousands of submissions, posing significant challenges to...
Netflix TechBlog
Updated about 5 hours agoMicrosoft Research
Updated about 5 hours agoArgos improves multimodal RL by evaluating whether an agent’s reasoning aligns with what it observes over time. The approach reduces visual hallucinations and produces mo...
OptiMind is a small language model that converts business operation challenges, described naturally, into mathematical formulations that optimization software can solve....
By decoupling how agents work from how they’re trained, Agent Lightning turns each step an agent takes into data for reinforcement learning. This makes it easy for develo...
Promptions helps developers add dynamic, context-aware controls to chat interfaces so users can guide generative AI responses. It lets users shape outputs quickly without...
Using AI-generated virtual populations, Microsoft researchers uncovered hidden cellular patterns that could reshape how we understand and treat cancer. The post GigaTIME:...
We’ve improved personalized video recommendations on Facebook Reels by moving beyond metrics such as likes and watch time and directly leveraging user feedback. Our new U...
Build a large enough website with a large enough codebase, and you’ll eventually find that CSS presents challenges at scale. It’s no different at Meta, which is why we op...
The 2025 Typed Python Survey, conducted by contributors from JetBrains, Meta, and the broader Python typing community, offers a comprehensive look at the current state of...
Incident investigation can be a daunting task in today’s digital landscape, where large-scale systems comprise numerous interconnected components and dependencies DrP is...
We’re going behind the scenes of the Meta Ray-Ban Display, Meta’s most advanced AI glasses yet. In a previous episode we met the team behind the Meta Neural Band, the EMG...
Pinterest Engineering
Updated about 5 hours agoSpotify Engineering
Updated about 5 hours agoThe technical and practical rationale for a clear separation between these domains. The post Why We Use Separate Tech Stacks for Personalization and Experimentation appea...
The system we built to ensure our AI agents produce predictable, trustworthy code. The post Background Coding Agents: Predictable Results Through Strong Feedback Loops (P...
We explore context engineering for background coding agents and what makes a good migration prompt. The post Background Coding Agents: Context Engineering (Part 2) appear...
Shuffle has always been one of Spotify’s most-used features, and also one of the most misunderstood. For... The post Shuffle: Making Random Feel More Human appeared first...
Thousands of merged AI-generated pull requests and the future of large-scale software maintenance. The post 1,500+ PRs Later: Spotify’s Journey with Our Background Coding...
The Airbnb Tech Blog
Updated about 5 hours agoHugging Face Trending
Updated 38 minutes agozai-org/GLM-4.7-Flash
GLM-4.7-Flash is a 30B-A3B Mixture-of-Experts (MoE) model designed for text generation. Positioned as a leading model in the 30B class, it provides a lightweight deployme...
zai-org/GLM-Image
GLM-Image is an image generation model that adopts a hybrid autoregressive and diffusion decoder architecture. It is designed for high-fidelity text-to-image and image-to...
black-forest-labs/FLUX.2-klein-4B
FLUX.2-klein-4B is a 4 billion parameter rectified flow transformer designed for high-speed text-to-image generation and multi-reference image editing. This compact model...
GitHub Trending
Updated about 1 hour agomicrosoft/Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
lukasz-madon/awesome-remote-job
A curated list of awesome remote jobs and resources. Inspired by https://github.com/vinta/awesome-python
donnemartin/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
AlexxIT/go2rtc
Ultimate camera streaming application with support RTSP, RTMP, HTTP-FLV, WebRTC, MSE, HLS, MP4, MJPEG, HomeKit, FFmpeg, etc.
microsoft/PowerToys
Microsoft PowerToys is a collection of utilities that help you customize Windows and streamline everyday tasks
AWS News Blog
Updated about 5 hours agoAnnouncing Amazon EC2 G7e instances accelerated by NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs
AWS introduces Amazon EC2 G7e instances accelerated by the NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs with up to 2.3 times inference performance. G7e instances del...
At the end of 2025 I was happy to take a long break to enjoy the incredible summers that the southern hemisphere provides. I’m back and writing my first post in 2026 whic...
AWS is announcing the general availability of Amazon EC2 X8i instances, next-generation memory optimized instances powered by custom Intel Xeon 6 processors available onl...
Deutsch | English | Español | Français | Italiano As a European citizen, I understand first-hand the importance of digital sovereignty, especially for our public sector o...
At the beginning of January, I tend to set my top resolutions for the year, a way to focus on what I want to achieve. If AI and cloud computing are on your resolution lis...
Alibaba Cloud
Updated about 5 hours agoCloudflare
Updated about 5 hours agoA vulnerability was recently identified in Cloudflare’s automation of certificate validation. Here we explain the vulnerability and outline the steps we’ve taken to mitig...
The Astro Technology Company team — the creators of the Astro web framework — is joining Cloudflare. We’re doubling down on making Astro the best framework for content-dr...
Cloudflare acquires Human Native, an AI data marketplace specialising in transforming content into searchable and useful data, to accelerate work building new economic mo...
A recent change to 1.1.1.1 accidentally altered the order of CNAME records in DNS responses, breaking resolution for some clients. This post explores the technical root c...
Cloudflare Radar data shows Internet traffic from Iran has effectively dropped to zero since January 8, signaling a complete shutdown in the country and disconnection fro...
IGN News
Updated about 5 hours agoElden Ring: Nightreign's DLC, The Forsaken Hollows, has been out for a month and a half now. But one element of the new content that everyone is still really struggling w...
Prime Video has published a batch of first-look images from Invincible Season 4, showing off returning heroes – and a sneak peek at some new villains.
Amazon and Sony’s live-action God of War show is growing, with Max Parker now attached to play Heimdall, the quick-witted god of foresight and guardian of Asgard.
Sonic the Hedgehog has video games, movies, shows, visual novels, comic books, and more under his belt, and now, the Sega mascot is running in a new direction with an aud...
Game Rant
Updated about 5 hours agoThese are the best games that perfectly embody the idea: “I’m not locked in here with you... You’re locked in here with me!”
The Ender Dragon is one of the most well-known mobs in Minecraft, and some fans want it to get a baby version in the future.
TT Games returns with a brand-new LEGO Batman game, one that continues an unfortunate tradition that persists through its titles.
Games don't necessarily need a great story to be great themselves. These next games may not make sense, but they sure are fun.
Developers at Starbreeze Studios, the developer of Payday 3, report that layoffs are happening again, with workers scrambling to find jobs.