Welcome to the Friday edition of the DevTrends daily summary. Today’s landscape is defined by a major hardware shift from Apple, intensifying debates over the ethics of AI, and a cooling period for once-unstoppable AI giants facing systemic constraints.
Hacker News
Updated less than a minute agoTechCrunch
Updated about 2 hours agoIn a recent security partnership with Mozilla, Anthropic found 22 separate vulnerabilities in Firefox — fourteen of them classified as "high-severity."
The Pentagon has officially designated Anthropic a supply-chain risk after the two failed to agree on how much control the military should have over its AI models, includ...
Claude's app is now seeing more new installs than ChatGPT and is growing its daily active users.
Pandemic-driven lockdowns exposed many people in India to PCs for the first time, expanding the country's PC userbase and creating demand for upgrades as those devices ag...
Australia was the first country to issue a ban in late 2025, aiming to reduce the pressures and risks that young users may face on social media, including cyberbullying,...
Ars Technica
Updated about 11 hours agoMeta accused of "concealing the facts" about smart glass users' privacy.
Project Helix is set to open the closed-console ecosystem, but the details will matter.
The startling claim came amid a lawsuit from the American Academy of Pediatrics.
Problems viewing products and checking out.
Updates come amid user blowback over the company's Pentagon deal.
VentureBeat
Updated about 11 hours agoWhat's old is new: the command line — the original, clunky non-graphical interface for interacting with and controlling PCs, where the user just typed in raw command...
The AI updates aren't slowing down. Literally two days after OpenAI launched a new underlying AI model for ChatGPT called GPT-5.3 Instant, the company has unveiled a...
Most enterprise RAG pipelines are optimized for one search behavior. They fail silently on the others. A model trained to synthesize cross-document reports handles constr...
To create coherent images or videos, generative AI diffusion models like Stable Diffusion or FLUX have typically relied on external "teachers"—frozen encoders like CLIP o...
Microsoft on Tuesday released Phi-4-reasoning-vision-15B, a compact open-weight multimodal AI model that the company says matches or exceeds the performance of systems ma...
InfoQ
Updated 10 minutes agoNew Research Reassesses the Value of AGENTS.md Files for AI Coding
Despite widespread industry recommendations, a new ETH Zurich paper concludes that AGENTS.md files may often hinder AI coding agents. The researchers recommend omitting L...
Architecting for Global Scale: Inside DoorDash’s Unified, Composable Dasher Onboarding Platform
DoorDash has rebuilt its Dasher onboarding into a unified, modular platform to support global expansion. The new architecture uses reusable step modules, a centralized st...
CNCF Graduates Dragonfly, Marking Major Milestone for Cloud-Native Image Distribution
The Cloud Native Computing Foundation (CNCF) announced recently that Dragonfly, its open source image and file distribution system, has reached graduated status, the high...
OpenAI Secures AWS Distribution for Frontier Platform in $110B Multi-Cloud Deal
OpenAI's $110B funding includes AWS as the exclusive third-party distributor for the Frontier agent platform, introducing an architectural split: Azure retains stateless...
Presentation: So You’ve Decided To Do a Technical Migration
Sophie Koonin discusses the realities of large-scale technical migrations, using Monzo’s shift to TypeScript as a roadmap. She explains how to handle "bends in the road,"...
Wired AI
Updated about 11 hours agoIn this episode, our hosts unpack the ongoing conflict in the Middle East, particularly as the AI industry has been entrenching itself with the Department of Defense.
Sources allege the Defense Department experimented with Microsoft’s version of OpenAI technology before the ChatGPT-maker lifted its prohibition on military applications.
ByteDance’s new Seedance 2.0 AI video model seemed unstoppable—until heavy demand strained the company’s compute capacity and copyright complaints began piling up.
The tool, offered by the recently-rebranded company Superhuman, gives feedback based on the work of famous dead and living writers—without their permission.
“Data centers … they need some PR help,”President Donald Trump said at the event.
Towards Data Science
Updated 9 minutes agoAnd where is it today? The post What Makes Quantum Machine Learning “Quantum”? appeared first on Towards Data Science.
6 pillars to declutter your stack, escape the service trap, and build the missing foundations for the new primary data consumer: the AI agent. The post The Data Team’s Su...
Same notification system, two architectures. Unstructured generation couples everything into a single module. Structured generation decomposes into independent components...
Learn how to write robust code with coding agents. The post How to Create Production-Ready Code with Claude Code appeared first on Towards Data Science.
Learn how Zero Redundancy Optimizer works, how to implement it from scratch, and how to use it in PyTorch The post AI in Multiple GPUs: ZeRO & FSDP appeared first on Towa...
Anthropic News
Updated about 2 months 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 2 hours agoGPT-5.4 is now available in Windsurf with multiple reasoning effort levels. For a limited time, self serve users enjoy promotional pricing starting at 1x credits.
Gemini 3.1 Pro is now available in Windsurf with Low and High thinking variants. For a limited time, enjoy promotional pricing on credit usage.
Claude Sonnet 4.6 is now available in Windsurf with limited-time promotional pricing for self serve users: 2x credits without thinking and 3x credits with thinking.
GLM-5 from Zhipu AI and Minimax M2.5 are now available in Windsurf with limited-time promotional pricing. Both models are included in Arena Mode's Frontier Arena and Hybr...
OpenAI's GPT-5.3-Codex-Spark, an ultra-fast model optimized for real-time coding, is now available in Windsurf's Arena Mode Fast and Hybrid battle groups.
Cursor
Updated about 2 months 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 2 hours agoCodex Security is an AI application security agent that analyzes project context to detect, validate, and patch complex vulnerabilities with higher confidence and less no...
Descript uses OpenAI models to scale multilingual video dubbing, optimizing translations for both meaning and timing so dubbed speech sounds natural across languages.
See how Balyasny built an AI research system with GPT-5.4, rigorous model evaluation, and agent workflows to transform investment analysis at scale.
Introducing GPT-5.4, OpenAI’s most most capable and efficient frontier model for professional work, with state-of-the-art coding, computer use, tool search, and 1M-token...
OpenAI introduces CoT-Control and finds reasoning models struggle to control their chains of thought, reinforcing monitorability as an AI safety safeguard.
Google DeepMind News
Updated about 2 hours agoGemini 3.1 Flash-Lite is our fastest and most cost-efficient Gemini 3 series model yet.
Our latest image generation model offers advanced world knowledge, production ready specs, subject consistency and more, all at Flash speed.
3.1 Pro is designed for tasks where a simple answer isn’t enough.
The Gemini app now features our most advanced music generation model Lyria 3, empowering anyone to make 30-second tracks using text or images.
Google DeepMind brings National Partnerships for AI initiative to India, scaling AI for science and education
Anthropic Engineering
Updated about 2 months 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...
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 4 hours agoNvidia Blog
Updated about 2 hours agoMarch is in full bloom, and that means a fresh wave of games heading to the cloud. 15 new titles are joining the GeForce NOW library this month. Leading the March lineup...
Autonomous networks — intelligent, self-managing telecommunications operations — are moving from a future vision to a current priority for telecom operators. In the lates...
AI-RAN is moving from lab to field, showing that a software-defined approach is the only viable way to build future AI-native wireless networks. Ahead of Mobile World Con...
Lilly this week launched the most powerful AI factory wholly owned and operated by a pharmaceutical company to help its teams make meaningful medical advancements faster,...
GeForce NOW’s anniversary celebration reaches a chilling crescendo as Capcom’s Resident Evil Requiem creeps into the cloud — and the horrors look better than ever on a Ge...
arXiv
Updated about 1 hour agoScaling imitation learning is fundamentally constrained by the efficiency of data collection. While handheld interfaces have emerged as a scalable solution for in-the-wil...
Efficient and stable training of large language models (LLMs) remains a core challenge in modern machine learning systems. To address this challenge, Reparameterized Orth...
To scale the solution of optimization and simulation problems, prior work has explored machine-learning surrogates that inexpensively map problem parameters to correspond...
Large language models sometimes produce false or misleading responses. Two approaches to this problem are honesty elicitation -- modifying prompts or weights so that the...
We provide evidence of performative chain-of-thought (CoT) in reasoning models, where a model becomes strongly confident in its final answer, but continues generating tok...
Netflix TechBlog
Updated about 2 hours agoMicrosoft Research
Updated about 2 hours agoWe are pleased to announce Phi-4-reasoning-vision-15B, a 15 billion parameter open‑weight multimodal reasoning model, available through Microsoft Foundry (opens in new ta...
Microsoft research lead Doug Burger introduces his new podcast series, "The Shape of Things to Come", an exploration into the fundamental truths about AI and how the tech...
By mid-morning, a typical knowledge worker is already juggling a client report, a budget spreadsheet, a slide deck, and an email backlog, all interdependent and all deman...
As synthetic media grows, verifying what’s real, and the origin of content, matters more than ever. Our latest report explores media integrity and authentication methods,...
Project Silica introduces new techniques for encoding data in borosilicate glass, as described in the journal Nature. These advances lower media cost and simplify writing...
FFmpeg is truly a multi-tool for media processing. As an industry-standard tool it supports a wide variety of audio and video codecs and container formats. It can also or...
Meta recognizes the long-term benefits of jemalloc, a high-performance memory allocator, in its software infrastructure. We are renewing focus on jemalloc, aiming to redu...
We are open-sourcing the initial version of RCCLX – an enhanced version of RCCL that we developed and tested on Meta’s internal workloads. RCCLX is fully integrated with...
WHAT IT IS The rise of agentic software development means code is being written, reviewed, and shipped faster than ever before across the entire industry. It also means t...
We’re sharing details of the role backend aggregation (BAG) plays in building Meta’s gigawatt-scale AI clusters like Prometheus. BAG allows us to seamlessly connect thous...
Pinterest Engineering
Updated about 2 hours agoSpotify Engineering
Updated about 2 hours agoWhen we kicked this off, we weren’t trying to ship an “AI feature.” We were trying to fix a structural... The post Our Multi-Agent Architecture for Smarter Advertising ap...
In Part 2, we will peek under the hood at the tooling that makes the Spotify release process possible. The post How We Release the Spotify App: A Look Under the Hood (Par...
TL;DR Established in 2022 as a way to help support the great open source ecosystem projects that Spotify... The post Congratulations to the recipients of the 2025 Spotify...
The 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 (H...
The Airbnb Tech Blog
Updated about 2 hours agoHugging Face Trending
Updated 27 minutes agoQwen/Qwen3.5-9B
Qwen3.5-9B is a 9B-parameter causal language model featuring a vision encoder and a native context length of 262,144 tokens. It utilizes a unified vision-language foundat...
Qwen/Qwen3.5-35B-A3B
Qwen3.5-35B-A3B is a multimodal foundation model featuring a unified vision-language architecture and a vision encoder. It utilizes an efficient hybrid architecture combi...
Qwen/Qwen3.5-0.8B
Qwen3.5-0.8B is a causal language model with a vision encoder designed for prototyping, task-specific fine-tuning, and research. This unified vision-language foundation u...
Qwen/Qwen3.5-4B
Qwen3.5-4B is a causal language model integrated with a vision encoder, designed for advanced multimodal understanding and reasoning. It utilizes a unified vision-languag...
unsloth/Qwen3.5-35B-A3B-GGUF
Qwen3.5-35B-A3B-GGUF is a causal language model with a vision encoder, featuring a sparse Mixture-of-Experts architecture with 35B total parameters and 3B activated. It s...
GitHub Trending
Updated 42 minutes agoaquasecurity/trivy
Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more
apache/airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
nautechsystems/nautilus_trader
A high-performance algorithmic trading platform and event-driven backtester
Dao-AILab/flash-attention
Fast and memory-efficient exact attention
khoj-ai/khoj
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into...
AWS News Blog
Updated about 2 hours agoAWS launches OpenClaw on Amazon Lightsail to run OpenClaw instance, pairing your browser, enabling AI capabilities, and optionally connecting messaging channels. Your Lig...
This past week, I’ve been deep in the trenches helping customers transform their businesses through AI-DLC (AI-Driven Lifecycle) workshops. Throughout 2026, I’ve had the...
AWS announces the general availability of AWS Security Hub Extended, a unified, full-stack enterprise security solution. It brings together AWS detection services and cur...
AWS Elemental Inference is a fully managed AI service that automatically transforms live and on-demand video broadcasts into vertical formats optimized for mobile and soc...
Last week, my team met many developers at Developer Week in San Jose. My colleague, Vinicius Senger delivered a great keynote about renascent software—a new way of buildi...
Alibaba Cloud
Updated about 2 hours agoCloudflare
Updated about 2 hours agoCloudflare One unifies data security from endpoint to prompt: RDP clipboard controls, operation-mapped logs, on-device DLP, and Microsoft 365 Copilot scanning via API CAS...
The Cloudflare One Client now features the ability to actively probe and adjust packet sizes. This update eliminates the problems caused by tunnel layering and MTU differ...
Automatic Return Routing (ARR) solves the common enterprise challenge of overlapping private IP addresses by using stateful flow tracking instead of traditional routing t...
By transitioning the Cloudflare One Client to use QUIC streams for Proxy Mode, we eliminated the overhead of user-space TCP stacks, resulting in a 2x increase in throughp...
Cloudflare is introducing Attack Signature Detection and Full-Transaction Detection to provide continuous, high-fidelity security insights without the manual tuning of tr...
IGN News
Updated about 2 hours agoNintendo has announced a Nintendo Direct revealing the final trailer for The Super Mario Galaxy Movie.
Some might have thought Bungie’s Marathon was going to be the big launch on Steam this week, but it turns out Slay the Spire 2 has quadrupled Bungie's extraction shooter...
‘It is still in development. That's all I can say’ — Star Wars: Knights of the Old Republic remake dev issues update 5 years after it was announced.
With The Mandalorian And Grogu almost upon us, Star Wars fans are set for the first mainline film in the franchise since Episode IX, The Rise of Skywalker, came out in De...
Bungie’s Marathon is out now, which means players can finally see how its microtransactions actually work and, crucially, how much everything costs.
Game Rant
Updated about 2 hours agoFor a limited time, Steam users can claim a mystery adventure game for their digital libraries at absolutely zero cost.
Sabo inherited Ace's Devil Fruit, and while it's nothing to sneeze at, these Devil Fruits are way stronger.
PlayStation promotes a new controller, which has left many fans scratching their heads following a major report that emerged just days ago.
Some of these Pokemon spinoffs manage to rival even the iconic, mainline RPGs. Here's which ones truly stood out.
Fans have long wished for a Game of Thrones movie, and now their dreams are coming true.