UX and design systems are evolving from being built solely for human interpretation to also serving AI and machine “users,” exposing how traditional, flexible, human-centered documentation often fails when machines require explicit structure, logic, and rules. Future design systems will need two parallel layers: descriptive guidance for humans and machine-readable specifications that define decisions, constraints, and behaviors in precise, executable formats.
With the ability to publish hundreds of CMS pages in a single click, operate at a global scale with seamless localization, and even host unified content across multiple domains, teams have never been able to ship faster. Trusted by companies like Miro, Bilt, and Perplexity
Retune is a visual design tool that lets you select and modify website elements directly in the browser while an AI agent writes the corresponding code. Users can adjust spacing, colors, typography, and layout with instant previews, then apply changes through AI tools like Claude Code or Cursor.
OpenPencil is an open-source design editor that natively opens Figma .fig files. The tool uses a Kiwi binary codec to ensure round-trip fidelity when working with files.
AI agents don't need traditional interfaces like menus and canvases — they require structured data they can directly read and modify. Current software categories like spreadsheets and slide decks are historical accidents based on human interface needs, not fundamental requirements. The future lies in apps built around structured representations that agents can inspect and validate directly, with traditional interfaces becoming mere output formats rather than the source of truth.
A product designer rebuilt his portfolio site in a single weekend using Claude Code, switching from Framer to a custom Astro + Tailwind stack deployed on GitHub Pages. Thorough upfront preparation — curated screenshots, a design brief, a build plan, and a CLAUDE.md file — proved more critical to success than prompting skill itself. The result is a fully owned codebase with a GitHub-native workflow, where each new feature follows a repeatable loop of issues, plans, branches, and pull requests.
Decimal created a flexible, grassroots-inspired identity for CCAI that avoids a polished corporate AI aesthetic by combining a community-focused logomark, organic watercolor-style gradients, and a collaborative drawing tool that lets members create their own visuals. The branding emphasizes human creativity, openness, and responsible AI development, framing AI as a tool shaped by people rather than a dominant technological force.
Confidential work is a common portfolio limitation in design, so it's acceptable to discuss it privately while using passion projects and refreshed older work publicly to showcase your creativity and skills.
Unlock developer-first, hands-on experiences with NVIDIA agentic solutions on Azure at MICROSOFT BUILD, happening in San Francisco and online June 2–3.
In January, SpaceX granted Elon Musk a pay package that will eventually total 1.3 billion in restricted shares. While he has not achieved the goals that the award is contingent on, SpaceX's IPO prospectus says that he can use those shares in voting on shareholder decisions. SpaceX does not plan to have the majority of its board be independent directors, and any shareholder claims under federal securities laws must be resolved through arbitration. The measures allow Musk to pick the people who determine his pay and largely insulate himself from shareholder lawsuits.
NASA plans to send three uncrewed lunar missions this year to kickstart the construction of a moon base. It has chosen Blue Origin to conduct the first mission, which will launch as early as Fall. NASA has also announced a series of smaller contracts with private companies, including Lunar Outpost and Firefly Aerospace, involved with the agency's Moon-to-Mars projects. The agency aims to establish a base with operating capability by 2032.
The Trump administration plans to give plutonium from dismantled nuclear warheads to companies to convert it into fuel for nuclear power plants. The Energy Department has more than 50 tons of surplus plutonium left over from nuclear weapons programs. One of the bottlenecks in expanding nuclear power right now is a lack of fuel. Harvesting old plutonium stockpiles could provide a short-term fix.
NASA has announced a series of contract awards for the initial elements of a lunar base. Astrolab and Lunar Outpost have been selected to build approximately one-ton rovers to be ready for delivery to the Moon in 2028. Each rover is expected to have a range of 200 km and drive autonomously with guidance from operators on Earth or by astronauts. Blue Origin will deliver the rovers to the lunar surface separately with its Blue Moon Mark 1 lander. The goal of the mission will be to establish a perimeter for a Moon base.
One big reason is the interplay between three key (and sometimes contradictory) forces: business leaders, IT executives, and technology providers. Gartner sits at the nexus of all three, providing a unique intelligence advantage. See how in the 2026 Hype Cycle for Agentic AI
The built-in AI feature in Chrome is cost-efficient and performant. It works offline, protecting user privacy. This post takes a look at how trAIlblazers leveraged the built-in AI features to create its blog editor. Other real-world success stories include Drupal, which uses the Summarizer API for SEO tag generation within CKEditor; Yahoo! Japan, which uses the Prompt API for community comment moderation, and Trip.com, which helps shoppers navigate complex flight booking options with AI overviews.
Analog Mono was designed to fix the crimes of the classic pixel font that was ubiquitous in the 1990s. Coral Pixels is a color font with 1990s and 2000s colorful fringing baked in. Two Slice is a font that's only 2 pixels tall while remaining somewhat readable. Geist Pixel is a font that maintains the visual texture that teams want while reserving the typographic rigor that products require.
Google announced its new powerful Gemini models, AI agent plans, and changes to Search at its recent I/O event. This article features an interview with CEO Sundar Pichai recorded just after the conference. In the interview, Pichai discusses how he had to rethink how Google works, the executive changes and decisions needed to get the company into a more aggressive posture, the new announcements, and more.
American Airlines will install Starlink on more than 500 of its narrow-body Airbus planes starting early next year. The carrier has no plans to change providers on its Boeing fleet, which uses services from Viasat and Panasonic. Members of its frequent flyer program get free in-flight Wi-Fi. Delta Air Lines said in March that it will use Amazon Leo for in-flight Wi-Fi starting in 2028. United, Southwest Airlines, and Alaska Airlines have selected Starlink.
Access real-time search engine data in structured JSON. Build faster with one API for Google Search, Maps, Shopping, and other search engines, including Amazon, Walmart, and Bing. Check all available APIs
The LeRobot Humanoid project provides robot builders and researchers with access to a bill of materials, files for 3D-printable parts, wiring documentation, physical assembly instructions, and software tools for creating a pair of humanoid robot legs.
Unwrap [5] is the AI-powered customer intelligence platform trusted at scale by STRIPE, SOUTHWEST AIRLINES, PERPLEXITY, RO and other customer-centric companies.
xAI's top lawyer has warned xAI employees to carefully moderate their interactions with workers from Cursor. Staff should not extend beyond what is necessary to implement a technical partnership. The warning is standard during acquisitions, but it is coming a bit late as the companies' employees have been working alongside each other for weeks. Any accusation that the two sides improperly co-mingled their business could put the acquisition deal in jeopardy.
China has restricted overseas travel for top AI professionals in private firms. These individuals will need approval from relevant authorities before embarking on overseas travel. The restricted individuals include a mix of startup founders, researchers, and executives. China has previously restricted travel for key personnel, from prominent researchers to nuclear scientists and executives at state firms, but it is unusual for the travel restrictions to be extended to private firms.
MAI-Image-2.5 ranks third on Arena's text-to-image leaderboard, excelling in style variety, accurate text rendering, and detailed imagery. It improves significantly over MAI-Image-2 with advancements in visual reasoning, scene structure, and commercial illustration capabilities. These enhancements enhance its ability to transform simple instructions into polished images.
Agents are a new category of software, but their system-level interactions are not. Design for containment at the environment layer first, then steer behavior at the model layer. Match isolation strength to the user's capacity for oversight, and use battle-tested components. AI deployment can be risky, but placing a hard limit on the potential damage often shifts the balance in the right direction.
NVIDIA's CompileIQ, integrated into CUDA 13.3, uses AI-driven evolutionary algorithms to auto-tune GPU compiler settings, optimizing performance for specific workloads beyond standard heuristics. It provides fine-tuned compiler configurations for individual kernels, offering up to 15% performance improvements on already-optimized AI inference and training tasks. With CompileIQ, developers define optimization objectives, allowing for multi-objective tuning, including trade-offs between runtime, power, and compile time, making it suitable for high-impact applications like LLM inference.
P50 response time tells you almost nothing about performance. The metric that actually matters [13] has to account for recall, grounding rate, re-query rate, and integration overhead. Fast-and-wrong is
DeepSWE introduces a sophisticated benchmark for long-horizon software engineering, with tasks spanning 91 repositories in 5 languages and ensuring no model has pre-seen the solution. It delivers four key improvements: tasks are contamination-free, reflect real-world complexity, cover diverse repositories, and employ reliable verification processes. DeepSWE provides sharper separation metrics for coding agents, contrasting with the clustering seen in existing benchmarks like SWE-Bench Pro.
This repository catalogs work moving from modular multimodal assembly toward native multimodal modeling, where different modalities are integrated inside a unified transformer space or joint backbone.
OpenRouter raised $113 million in a Series B round led by CapitalG, bringing its valuation to $1.3 billion. The AI gateway startup provides access to over 400 models and processes 100 trillion tokens monthly. OpenRouter's growth reflects a shift in AI towards multi-model solutions, allowing companies to avoid dependence on a single model provider.
SpaceX's S-1 tells two stories. The first is that the company is spending billions building terrestrial data centers and has signed one disclosed external customer, Anthropic, with a deal worth $1.25 billion per month through to May 2029. The second is that the future of AI inference belongs in orbit and that SpaceX is the only company that has already accomplished the key technical challenges associated with evolving connectivity satellites into AI compute satellites. Both stories are presented with conviction, and neither is contingent on the other being wrong.
TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. Learn more [19].
Harvey baselined frontier models on its Legal Agent Benchmark holdout under an "all-pass" standard requiring every rubric criterion to pass, and Claude Opus 4.7 led at just 7.1% with Sonnet 4.6 at 5.4%, Opus 4.6 at 4.2%, GPT-5.5 at 2.1%, and Gemini 3.5 Flash at 0.8%, signaling legal work is far from saturated by frontier intelligence.
Felix Rieseberg showed how he used Claude Cowork for tasks like converting a 2D house plan into a 3D floor planner, mining email as a personal inventory database, and building live dashboards from connected apps.